diff --git a/.gitignore b/.gitignore index b673ef62..bcf96b5d 100644 --- a/.gitignore +++ b/.gitignore @@ -620,3 +620,4 @@ $RECYCLE.BIN/ # Windows shortcuts *.lnk +uv.lock diff --git a/CHANGELOG.md b/CHANGELOG.md index b1423fda..340607e4 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,10 @@ and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0. ## [Unreleased] +### Added + +- Support for collection search via `CollectionSearch` class and associated client methods [#735](https://github.com/stac-utils/pystac-client/pull/735) + ### Removed - Python 3.9 support [#724](https://github.com/stac-utils/pystac-client/pull/724) diff --git a/docs/api.rst b/docs/api.rst index a01ef1f5..5f3d3090 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -29,6 +29,16 @@ endpoint, if supported. :members: :undoc-members: +Collection Search +----------------- + +The `CollectionSearch` class represents a search of collections in a STAC API. + +.. autoclass:: pystac_client.CollectionSearch + :members: + :undoc-members: + :member-order: bysource + Item Search ----------- @@ -39,6 +49,7 @@ The `ItemSearch` class represents a search of a STAC API. :undoc-members: :member-order: bysource + STAC API IO ----------- diff --git a/docs/quickstart.rst b/docs/quickstart.rst index 8b43a786..dac1c4d5 100644 --- a/docs/quickstart.rst +++ b/docs/quickstart.rst @@ -7,7 +7,8 @@ Python library. CLI ~~~ -Use the CLI to quickly make searches and output or save the results. +Use the CLI to quickly make item- or collection-level searches and +output or save the results. The ``--matched`` switch performs a search with limit=1 so does not get any Items, but gets the total number of matches which will be output to @@ -18,6 +19,15 @@ the screen (if supported by the STAC API). $ stac-client search https://earth-search.aws.element84.com/v1 -c sentinel-2-l2a --bbox -72.5 40.5 -72 41 --matched 3141 items matched +The ``--matched`` flag can also be used for collection search to get +the total number of collections that match your search terms. + + +.. code-block:: console + + $ stac-client collections https://emc.spacebel.be --q sentinel-2 --matched + 76 collections matched + If the same URL is to be used over and over, define an environment variable to be used in the CLI call: @@ -87,6 +97,26 @@ than once to use additional operators. $ stac-client search ${STAC_API_URL} -c sentinel-2-l2a --bbox -72.5 40.5 -72 41 --datetime 2020-01-01/2020-01-31 --query "eo:cloud_cover<10" "eo:cloud_cover>5" --matched 4 items matched + +Collection searches can also use multiple filters like this example +search for collections that include the term ``"biomass"`` and have +a spatial extent that intersects Scandinavia. + +.. code-block:: console + + $ stac-client collections https://emc.spacebel.be --q biomass --bbox 0.09 54.72 33.31 71.36 --matched + 43 items matched + +Since most STAC APIs have not yet implemented the `collection search +extension `_, +``pystac-client`` will perform a limited client-side +filter on the full list of collections using only the ``bbox``, +``datetime``, and ``q`` (free-text search) parameters. +In the case that the STAC API does not support collection search, a +warning will be displayed to inform you that the filter is being +applied client-side. + + Python ~~~~~~ @@ -99,7 +129,7 @@ specific STAC API (use the root URL): client = Client.open("https://earth-search.aws.element84.com/v1") -Create a search: +Create an item-level search: .. code-block:: python @@ -125,3 +155,23 @@ The ``ItemCollection`` can then be saved as a GeoJSON FeatureCollection. item_collection = search.item_collection() item_collection.save_object('my_itemcollection.json') + + +Create a collection-level search: + +.. code-block:: python + + collection_search = client.collection_search( + q='"sentinel-2" OR "sentinel-1"', + ) + print(f"{collection_search.matched()} collections found") + + +The ``collections()`` iterator method can be used to iterate through all +resulting collections. + +.. code-block:: python + + for collection in collection_search.collections(): + print(collection.id) + diff --git a/docs/tutorials/pystac-client-introduction.ipynb b/docs/tutorials/pystac-client-introduction.ipynb index 7bff2c59..894c9e8a 100644 --- a/docs/tutorials/pystac-client-introduction.ipynb +++ b/docs/tutorials/pystac-client-introduction.ipynb @@ -40,7 +40,9 @@ "cell_type": "code", "execution_count": null, "id": "98942e75", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [], "source": [ "# STAC API root URL\n", @@ -74,6 +76,48 @@ " print(collection)" ] }, + { + "cell_type": "markdown", + "id": "ebab2724-cab3-4fba-b25b-fdfb4e537014", + "metadata": {}, + "source": [ + "# Collection Search\n", + "\n", + "Sometimes, it can be challenging to identify which collection you want to work with. The `collection_search` method allows you to discover collections by applying search filters that will help you find the specific collection(s) you need. Since many STAC APIs have not implemented the collection search extension, `pystac-client` will perform a limited client-side filter if the API does not conform to the collection search spec." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a23a53ec-5b5f-421d-9f0e-01dbde8c3697", + "metadata": {}, + "outputs": [], + "source": [ + "collection_search = cat.collection_search(\n", + " q=\"ASTER\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "90b3d014-9c8f-4c5b-a94e-bfb7f17380ad", + "metadata": {}, + "source": [ + "The `collections` method lets you iterate through the results of the search so you can inspect the details of matching collections." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "006f13fd-5e58-4f3f-bd5a-707cd830caa1", + "metadata": {}, + "outputs": [], + "source": [ + "for result in collection_search.collections():\n", + " print(result.id, f\"{collection.description}\", sep=\"\\n\")\n", + " print(\"\\n\")" + ] + }, { "cell_type": "code", "execution_count": null, @@ -233,7 +277,7 @@ "hash": "6b6313dbab648ff537330b996f33bf845c0da10ea77ae70864d6ca8e2699c7ea" }, "kernelspec": { - "display_name": "Python 3.9.11 ('.venv': venv)", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -247,7 +291,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.11" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/docs/usage.rst b/docs/usage.rst index 71e8ab6c..0a94d567 100644 --- a/docs/usage.rst +++ b/docs/usage.rst @@ -229,10 +229,10 @@ creating your :class:`Client`. CollectionClient ++++++++++++++++ -STAC APIs may optionally implement a ``/collections`` endpoint as describe in the +STAC APIs may optionally implement a ``/collections`` endpoint as described in the `STAC API - Collections spec -`__. This endpoint -allows clients to search or inspect items within a particular collection. +`__. +This endpoint allows clients to search or inspect items within a particular collection. .. code-block:: python @@ -245,7 +245,7 @@ allows clients to search or inspect items within a particular collection. PySTAC will get items by iterating through all children until it gets to an ``item`` link. PySTAC client will use the API endpoint instead: `/collections//items` (as long as `STAC API - Item Search spec -`__ is supported). +`__ is supported). .. code-block:: python @@ -254,15 +254,113 @@ PySTAC client will use the API endpoint instead: `/collections//i Note that calling list on this iterator will take a really long time since it will be retrieving every itme for the whole ``"sentinel-2-l2a"`` collection. +CollectionSearch +++++++++++++++++ + +STAC API services may optionally implement a ``/collections`` endpoint as described in the +`STAC API - Collections spec +`__. +The ``/collections`` endpoint can be extended with the +`STAC API - Collection Search Extension `__ +which adds the capability to apply filter parameters to the collection-level metadata. +See the `Query Parameters and Fields +`__ +from that spec for details on the meaning of each parameter. + +The :meth:`pystac_client.Client.collection_search` method provides an interface for making +requests to a service's "collections" endpoint. This method returns a +:class:`pystac_client.CollectionSearch` instance. + +.. code-block:: python + + >>> from pystac_client import Client + >>> catalog = Client.open('https://planetarycomputer.microsoft.com/api/stac/v1') + >>> results = catalog.collection_search( + ... q="biomass", + ... datetime="2022/.." + ... ) + +Instances of :class:`~pystac_client.CollectionSearch` have a handful of methods for +getting matching collections as Python objects. The right method to use depends on +how many of the matches you want to consume (a single collection at a time, a +page at a time, or everything) and whether you want plain Python dictionaries +representing the collections, or :class:`pystac.Collection` objects. + +The following table shows the :class:`~pystac_client.CollectionSearch` methods for fetching +matches, according to which set of matches to return and whether to return them as +``pystac`` objects or plain dictionaries. + +====================== ======================================================= =============================================================== +Matches to return PySTAC objects Plain dictionaries +====================== ======================================================= =============================================================== +**Single collections** :meth:`~pystac_client.CollectionSearch.collections` :meth:`~pystac_client.CollectionSearch.collections_as_dicts` +**Pages** :meth:`~pystac_client.CollectionSearch.pages` :meth:`~pystac_client.CollectionSearch.pages_as_dicts` +**Everything** :meth:`~pystac_client.CollectionSearch.collection_list` :meth:`~pystac_client.CollectionSearch.collection_list_as_dict` +====================== ======================================================= =============================================================== + +Additionally, the ``matched`` method can be used to access result metadata about +how many total items matched the query: + +* :meth:`CollectionSearch.matched `: returns the number + of hits (collections) for this search. If the API supports the STAC API Context Extension this + value will be returned directly from a search result with ``limit=1``. Otherwise ``pystac-client`` + will count the results and return a value with an associated warning. + +.. code-block:: python + + >>> for collection in results.collections(): + ... print(item.id) + fia + modis-13Q1-061 + modis-13A1-061 + sentinel-3-olci-lfr-l2-netcdf + +The :meth:`~pystac_client.CollectionSearch.collections` and related methods handle retrieval of +successive pages of results +by finding links with a ``"rel"`` type of ``"next"`` and parsing them to construct the +next request. The default +implementation of this ``"next"`` link parsing assumes that the link follows the spec for +an extended STAC link as +described in the +`STAC API - Collections: Collection Paging `__ +section. + +Alternatively, the Collections can be returned as a list, where each +list is one page of results retrieved from search: + +.. code-block:: python + + >>> for page in results.pages(): + ... for collection in page.collections(): + ... print(collection.id) + fia + modis-13Q1-061 + modis-13A1-061 + sentinel-3-olci-lfr-l2-netcdf + +If you do not need the :class:`pystac.Collection` instances, you can instead use +:meth:`CollectionSearch.collections_as_dicts ` +to retrieve dictionary representation of the collections, without incurring the cost of +creating the Collection objects. + +.. code-block:: python + + >>> for collection_dict in results.collections_as_dicts(): + ... print(collection_dict["id"]) + fia + modis-13Q1-061 + modis-13A1-061 + sentinel-3-olci-lfr-l2-netcdf + ItemSearch ++++++++++ STAC API services may optionally implement a ``/search`` endpoint as describe in the `STAC API - Item Search spec -`__. This +`__ +`__ from that spec for details on the meaning of each parameter. The :meth:`pystac_client.Client.search` method provides an interface for making @@ -280,10 +378,10 @@ requests to a service's "search" endpoint. This method returns a ... ) Instances of :class:`~pystac_client.ItemSearch` have a handful of methods for -getting matching items into Python objects. The right method to use depends on +getting matching items as Python objects. The right method to use depends on how many of the matches you want to consume (a single item at a time, a page at a time, or everything) and whether you want plain Python dictionaries -representing the items, or proper ``pystac`` objects. +representing the items, or :class:`pystac.Item` objects. The following table shows the :class:`~pystac_client.ItemSearch` methods for fetching matches, according to which set of matches to return and whether to return them as diff --git a/pystac_client/__init__.py b/pystac_client/__init__.py index 68e2a0fb..2b88fd9e 100644 --- a/pystac_client/__init__.py +++ b/pystac_client/__init__.py @@ -1,6 +1,7 @@ __all__ = [ "Client", "CollectionClient", + "CollectionSearch", "ConformanceClasses", "ItemSearch", "Modifiable", @@ -10,6 +11,7 @@ from pystac_client._utils import Modifiable from pystac_client.client import Client from pystac_client.collection_client import CollectionClient +from pystac_client.collection_search import CollectionSearch from pystac_client.conformance import ConformanceClasses from pystac_client.item_search import ItemSearch from pystac_client.version import __version__ diff --git a/pystac_client/cli.py b/pystac_client/cli.py index ac688092..a1b1dcfc 100644 --- a/pystac_client/cli.py +++ b/pystac_client/cli.py @@ -88,15 +88,48 @@ def search( return 0 -def collections(client: Client, save: Optional[str] = None) -> int: +def collections( + client: Client, + save: Optional[str] = None, + matched: bool = False, + *, + max_collections: Optional[int] = None, + limit: Optional[int] = None, + bbox: Optional[BBoxLike] = None, + datetime: Optional[DatetimeLike] = None, + q: Optional[str] = None, + query: Optional[QueryLike] = None, + filter: Optional[FilterLike] = None, + filter_lang: Optional[FilterLangLike] = None, + sortby: Optional[SortbyLike] = None, + fields: Optional[FieldsLike] = None, +) -> int: """Fetch collections from collections endpoint""" try: - collections_dicts = [c.to_dict() for c in client.get_all_collections()] - if save: - with open(save, "w") as f: - f.write(json.dumps(collections_dicts)) + result = client.collection_search( + max_collections=max_collections, + limit=limit, + bbox=bbox, + datetime=datetime, + q=q, + query=query, + filter=filter, + filter_lang=filter_lang, + sortby=sortby, + fields=fields, + ) + if matched: + if (nmatched := result.matched()) is not None: + print(f"{nmatched} collections matched") + else: + raise KeyError("'matched' is not supported for this catalog") else: - print(json.dumps(collections_dicts)) + collections_dicts = [c.to_dict() for c in result.collections()] + if save: + with open(save, "w") as f: + f.write(json.dumps(collections_dicts)) + else: + print(json.dumps(collections_dicts)) except STACTypeError as e: raise STACError( f"The client at {client.self_href} is OK, but one or more of the " @@ -218,10 +251,49 @@ def parse_args(args: List[str]) -> Dict[str, Any]: ) add_warnings_behavior(parser) + collections_group = parser.add_argument_group("collection search options") + collections_group.add_argument( + "--bbox", help="Bounding box (min lon, min lat, max lon, max lat)", nargs=4 + ) + collections_group.add_argument( + "--datetime", + help="Single datetime or begin and end datetime " + "(e.g., 2017-01-01/2017-02-15)", + ) + collections_group.add_argument("--q", help="Free-text search query") + collections_group.add_argument( + "--query", + nargs="*", + help=f"Query properties of form KEY=VALUE ({','.join(OPS)} supported)", + ) + collections_group.add_argument( + "--filter", + help="Filter on queryables using language specified in filter-lang parameter", + ) + collections_group.add_argument( + "--filter-lang", + help="Filter language used within the filter parameter", + default="cql2-json", + ) + collections_group.add_argument("--sortby", help="Sort by fields", nargs="*") + collections_group.add_argument( + "--fields", help="Control what fields get returned", nargs="*" + ) + collections_group.add_argument("--limit", help="Page size limit", type=int) + collections_group.add_argument( + "--max-collections", + dest="max_collections", + help="Max collections to retrieve from search", + type=int, + ) + output_group = parser.add_argument_group("output options") output_group.add_argument( "--save", help="Filename to save collections to", default=None ) + output_group.add_argument( + "--matched", help="Print number matched", default=False, action="store_true" + ) # search command parser = subparsers.add_parser( diff --git a/pystac_client/client.py b/pystac_client/client.py index 37ce300f..cd32aa3c 100644 --- a/pystac_client/client.py +++ b/pystac_client/client.py @@ -22,6 +22,7 @@ from pystac_client._utils import Modifiable, call_modifier from pystac_client.collection_client import CollectionClient +from pystac_client.collection_search import CollectionSearch from pystac_client.conformance import ConformanceClasses from pystac_client.errors import ClientTypeError from pystac_client.exceptions import APIError @@ -619,6 +620,142 @@ def search( modifier=self.modifier, ) + def collection_search( + self, + *, + max_collections: Optional[int] = None, + limit: Optional[int] = None, + bbox: Optional[BBoxLike] = None, + datetime: Optional[DatetimeLike] = None, + q: Optional[str] = None, + query: Optional[QueryLike] = None, + filter: Optional[FilterLike] = None, + filter_lang: Optional[FilterLangLike] = None, + sortby: Optional[SortbyLike] = None, + fields: Optional[FieldsLike] = None, + ) -> CollectionSearch: + """Query the ``/collections`` endpoint using the given parameters. + + This method returns an :class:`~pystac_client.CollectionSearch` instance. See + that class's documentation for details on how to get the number of matches and + iterate over results. The ``url``, `stac_io``, and ``client`` keywords are + supplied by this Client instance. + + .. warning:: + + This method is fully implemented if the API conforms to the + `STAC API - Collection Search Extension + `__ + spec. + + If the API does not conform to the Collection Search Extension but + conforms to `STAC API - Collections `__ + (has a ``"rel"`` type of ``"data"`` in its root catalog), a limited + client-side collection filtering process will be used. If the API does not + meet either of these criteria, this method will raise a + :exc:`NotImplementedError`. + + Client-side filtering will only use the ``bbox``, ``datetime``, and ``q`` + (free-text search) parameters. + + Args: + max_collections : The maximum number of collections to return from the + search, even if there are more matching results. This client to limit + the total number of Collections returned from the :meth:`collections`, + :meth:`collection_list`, and :meth:`collections_as_dicts methods`. The + client will continue to request pages of collections until the number of + max collections is reached. Setting this to ``None`` will allow + iteration over a possibly very large number of results. + limit: A recommendation to the service as to the number of items to return + *per page* of results. Defaults to 100. + bbox: A list, tuple, or iterator representing a bounding box of 2D + or 3D coordinates. Results will be filtered + to only those intersecting the bounding box. + datetime: Either a single datetime or datetime range used to filter results. + You may express a single datetime using a :class:`datetime.datetime` + instance, a `RFC 3339-compliant `__ + timestamp, or a simple date string (see below). Instances of + :class:`datetime.datetime` may be either + timezone aware or unaware. Timezone aware instances will be converted to + a UTC timestamp before being passed + to the endpoint. Timezone unaware instances are assumed to represent UTC + timestamps. You may represent a + datetime range using a ``"/"`` separated string as described in the + spec, or a list, tuple, or iterator + of 2 timestamps or datetime instances. For open-ended ranges, use either + ``".."`` (``'2020-01-01:00:00:00Z/..'``, + ``['2020-01-01:00:00:00Z', '..']``) or a value of ``None`` + (``['2020-01-01:00:00:00Z', None]``). + + If using a simple date string, the datetime can be specified in + ``YYYY-mm-dd`` format, optionally truncating + to ``YYYY-mm`` or just ``YYYY``. Simple date strings will be expanded to + include the entire time period, for example: + + - ``2017`` expands to ``2017-01-01T00:00:00Z/2017-12-31T23:59:59Z`` + - ``2017-06`` expands to ``2017-06-01T00:00:00Z/2017-06-30T23:59:59Z`` + - ``2017-06-10`` expands to + ``2017-06-10T00:00:00Z/2017-06-10T23:59:59Z`` + + If used in a range, the end of the range expands to the end of that + day/month/year, for example: + + - ``2017/2018`` expands to + ``2017-01-01T00:00:00Z/2018-12-31T23:59:59Z`` + - ``2017-06/2017-07`` expands to + ``2017-06-01T00:00:00Z/2017-07-31T23:59:59Z`` + - ``2017-06-10/2017-06-11`` expands to + ``2017-06-10T00:00:00Z/2017-06-11T23:59:59Z`` + + q: Free-text search query. See the `STAC API - Free Text Extension + Spec `__ for + details. + query: List or JSON of query parameters as per the STAC API `query` + extension + filter: JSON of query parameters as per the STAC API `filter` extension + filter_lang: Language variant used in the filter body. If `filter` is a + dictionary or not provided, defaults + to 'cql2-json'. If `filter` is a string, defaults to `cql2-text`. + sortby: A single field or list of fields to sort the response by + fields: A list of fields to include in the response. Note this may + result in invalid STAC objects, as they may not have required fields. + Use `items_as_dicts` to avoid object unmarshalling errors. + + Returns: + collection_search : A CollectionSearch instance that can be used to iterate + through Collections. + + Raises: + NotImplementedError: If the API does not conform to either the `STAC API - + Collection Search spec `__ + or the `STAC API - Collections spec `__. + """ + + if not ( + self.conforms_to(ConformanceClasses.COLLECTION_SEARCH) + or self.conforms_to(ConformanceClasses.COLLECTIONS) + ) and any([bbox, datetime, q, query, filter, sortby, fields]): + raise DoesNotConformTo( + "COLLECTION_SEARCH or COLLECTIONS", + "there is no fallback option available for search.", + ) + + return CollectionSearch( + url=self._collections_href(), + client=self, + max_collections=max_collections, + limit=limit, + bbox=bbox, + datetime=datetime, + q=q, + query=query, + filter=filter, + filter_lang=filter_lang, + sortby=sortby, + fields=fields, + modifier=self.modifier, + ) + def get_search_link(self) -> Optional[pystac.Link]: """Returns this client's search link. diff --git a/pystac_client/collection_search.py b/pystac_client/collection_search.py new file mode 100644 index 00000000..8e8b902a --- /dev/null +++ b/pystac_client/collection_search.py @@ -0,0 +1,519 @@ +import warnings +from datetime import datetime, timezone +from functools import lru_cache +from typing import ( + TYPE_CHECKING, + Any, + Callable, + Dict, + Iterator, + List, + Optional, + Tuple, +) + +from pystac import Collection, TemporalExtent + +from pystac_client._utils import Modifiable, call_modifier +from pystac_client.conformance import ConformanceClasses +from pystac_client.free_text import sqlite_text_search +from pystac_client.item_search import ( + BaseSearch, + BBox, + BBoxLike, + Datetime, + DatetimeLike, + FieldsLike, + FilterLangLike, + FilterLike, + QueryLike, + SortbyLike, +) +from pystac_client.stac_api_io import StacApiIO +from pystac_client.warnings import DoesNotConformTo + +if TYPE_CHECKING: + from pystac_client import client as _client + + +TemporalInterval = Tuple[Optional[datetime], Optional[datetime]] + + +def temporal_intervals_overlap( + interval1: TemporalInterval, + interval2: TemporalInterval, +) -> bool: + start1, end1 = interval1 + start2, end2 = interval2 + dtmin = datetime.min.replace(tzinfo=timezone.utc) + dtmax = datetime.max.replace(tzinfo=timezone.utc) + + return (start2 or dtmin) <= (end1 or dtmax) and (start1 or dtmin) <= (end2 or dtmax) + + +def bboxes_overlap(bbox1: BBox, bbox2: BBox) -> bool: + xmin1, ymin1, xmax1, ymax1 = bbox1 + xmin2, ymin2, xmax2, ymax2 = bbox2 + + return xmin1 <= xmax2 and xmin2 <= xmax1 and ymin1 <= ymax2 and ymin2 <= ymax1 + + +def collection_matches( + collection_dict: Dict[str, Any], + bbox: Optional[BBox] = None, + temporal_interval_str: Optional[Datetime] = None, + q: Optional[str] = None, +) -> bool: + # check for overlap between provided bbox and the collection's spatial extent + collection_bboxes = collection_dict["extent"]["spatial"]["bbox"] + bbox_overlaps = not bbox or ( + any( + bboxes_overlap(bbox, collection_bbox) + for collection_bbox in collection_bboxes + ) + ) + + # check for overlap between the provided temporal interval and the collection's + # temporal extent + collection_temporal_extent = TemporalExtent.from_dict( + collection_dict["extent"]["temporal"] + ) + + # process the user-provided temporal interval + search_temporal_interval = ( + temporal_interval_str.split("/") if temporal_interval_str else [] + ) + + # replace .. in open intervals with actual strings + if search_temporal_interval: + if search_temporal_interval[0] == "..": + search_temporal_interval[0] = datetime.min.replace( + tzinfo=timezone.utc + ).isoformat() + if search_temporal_interval[1] == "..": + search_temporal_interval[1] = datetime.max.replace( + tzinfo=timezone.utc + ).isoformat() + + datetime_overlaps = not temporal_interval_str or ( + any( + temporal_intervals_overlap( + ( + datetime.fromisoformat( + search_temporal_interval[0].replace("Z", "+00:00") + ), + datetime.fromisoformat( + search_temporal_interval[1].replace("Z", "+00:00") + ), + ), + ( + collection_temporal_interval[0], + collection_temporal_interval[1], + ), + ) + for collection_temporal_interval in collection_temporal_extent.intervals + ) + ) + + # check for overlap between the provided free-text search query (q) and the + # collection's title, description, and keywords + text_fields: dict[str, str] = { + key: text + for key, text in collection_dict.items() + if text and key in ["title", "description", "keywords"] + } + + if text_fields.get("keywords"): + text_fields["keywords"] = ", ".join(text_fields["keywords"]) + + text_overlaps = not q or sqlite_text_search(q, text_fields) + + return bbox_overlaps and datetime_overlaps and text_overlaps + + +class CollectionSearch(BaseSearch): + """Represents a deferred query to a STAC collection search endpoint as described in + the `STAC API - Collection Search extension + `__. + + Due to potential conflicts between the collection-search and transactions extensions + pystac_client will only send GET requests to the /collections endpoint. + + No request is sent to the API until a method is called to iterate + through the resulting STAC Collections, either :meth:`CollectionSearch.collections`, + or :meth:`CollectionSearch.collections_as_dicts`. + + All parameters except `url``, ``method``, ``max_collections``, and ``client`` + correspond to query parameters + described in the `STAC API - Collection Extension: Query Parameters Table + `__ + docs. Please refer to those docs for details on how these parameters filter search + results. + + Args: + url: The URL to the search page of the STAC API. + max_collections : The maximum number of collections to return from the + search, even if there are more matching results. This client to limit + the total number of Collections returned from the :meth:`collections`, + :meth:`collection_list`, and :meth:`collections_as_dicts methods`. The + client will continue to request pages of collections until the number of + max collections is reached. Setting this to ``None`` will allow + iteration over a possibly very large number of results. + stac_io: An instance of StacIO for retrieving results. Normally comes + from the Client that returns this CollectionSearch client: An instance of a + root Client used to set the root on resulting Collections. + client: An instance of Client for retrieving results. This is normally populated + by the client that returns this CollectionSearch instance. + limit: A recommendation to the service as to the number of collections to return + *per page* of results. Defaults to 100. + bbox: A list, tuple, or iterator representing a bounding box of 2D + or 3D coordinates. Results will be filtered + to only those intersecting the bounding box. + datetime: Either a single datetime or datetime range used to filter results. + You may express a single datetime using a :class:`datetime.datetime` + instance, a `RFC 3339-compliant `__ + timestamp, or a simple date string (see below). Instances of + :class:`datetime.datetime` may be either + timezone aware or unaware. Timezone aware instances will be converted to + a UTC timestamp before being passed + to the endpoint. Timezone unaware instances are assumed to represent UTC + timestamps. You may represent a + datetime range using a ``"/"`` separated string as described in the spec, + or a list, tuple, or iterator + of 2 timestamps or datetime instances. For open-ended ranges, use either + ``".."`` (``'2020-01-01:00:00:00Z/..'``, + ``['2020-01-01:00:00:00Z', '..']``) or a value of ``None`` + (``['2020-01-01:00:00:00Z', None]``). + + If using a simple date string, the datetime can be specified in + ``YYYY-mm-dd`` format, optionally truncating + to ``YYYY-mm`` or just ``YYYY``. Simple date strings will be expanded to + include the entire time period, for example: + + - ``2017`` expands to ``2017-01-01T00:00:00Z/2017-12-31T23:59:59Z`` + - ``2017-06`` expands to ``2017-06-01T00:00:00Z/2017-06-30T23:59:59Z`` + - ``2017-06-10`` expands to ``2017-06-10T00:00:00Z/2017-06-10T23:59:59Z`` + + If used in a range, the end of the range expands to the end of that + day/month/year, for example: + + - ``2017/2018`` expands to + ``2017-01-01T00:00:00Z/2018-12-31T23:59:59Z`` + - ``2017-06/2017-07`` expands to + ``2017-06-01T00:00:00Z/2017-07-31T23:59:59Z`` + - ``2017-06-10/2017-06-11`` expands to + ``2017-06-10T00:00:00Z/2017-06-11T23:59:59Z`` + q: Free-text search query. See the `STAC API - Free Text Extension + Spec `__ for + syntax. + query: List or JSON of query parameters as per the STAC API `query` extension + filter: JSON of query parameters as per the STAC API `filter` extension + filter_lang: Language variant used in the filter body. If `filter` is a + dictionary or not provided, defaults + to 'cql2-json'. If `filter` is a string, defaults to `cql2-text`. + sortby: A single field or list of fields to sort the response by + fields: A list of fields to include in the response. Note this may + result in invalid STAC objects, as they may not have required fields. + Use `collections_as_dicts` to avoid object unmarshalling errors. + modifier : A callable that modifies the children collection and items + returned by this Client. This can be useful for injecting + authentication parameters into child assets to access data + from non-public sources. + + The callable should expect a single argument, which will be one + of the following types: + + * :class:`pystac.Collection` + * :class:`pystac.Item` + * :class:`pystac.ItemCollection` + * A STAC item-like :class:`dict` + * A STAC collection-like :class:`dict` + + The callable should mutate the argument in place and return ``None``. + + ``modifier`` propagates recursively to children of this Client. + After getting a child collection with, e.g. + :meth:`Client.get_collection`, the child items of that collection + will still be signed with ``modifier``. + """ + + _stac_io: StacApiIO + _collection_search_extension_enabled: bool + _collection_search_free_text_enabled: bool + + def __init__( + self, + url: str, + *, + max_collections: Optional[int] = None, + stac_io: Optional[StacApiIO] = None, + client: Optional["_client.Client"] = None, + limit: Optional[int] = None, + bbox: Optional[BBoxLike] = None, + datetime: Optional[DatetimeLike] = None, + query: Optional[QueryLike] = None, + filter: Optional[FilterLike] = None, + filter_lang: Optional[FilterLangLike] = None, + sortby: Optional[SortbyLike] = None, + fields: Optional[FieldsLike] = None, + q: Optional[str] = None, + modifier: Optional[Callable[[Modifiable], None]] = None, + collection_search_extension_enabled: bool = False, + collection_search_free_text_enabled: bool = False, + ): + super().__init__( + url=url, + method="GET", + max_items=max_collections, + stac_io=stac_io, + client=client, + limit=limit, + bbox=bbox, + datetime=datetime, + query=query, + filter=filter, + filter_lang=filter_lang, + sortby=sortby, + fields=fields, + q=q, + modifier=modifier, + ) + + if client and client._stac_io is not None and stac_io is None: + self._stac_io = client._stac_io + self._collection_search_extension_enabled = client.conforms_to( + ConformanceClasses.COLLECTION_SEARCH + ) + self._collection_search_free_text_enabled = client.conforms_to( + ConformanceClasses.COLLECTION_SEARCH_FREE_TEXT + ) + if any([bbox, datetime, q, query, filter, sortby, fields]): + if not self._collection_search_extension_enabled: + warnings.warn( + str(DoesNotConformTo("COLLECTION_SEARCH")) + + ". Filtering will be performed client-side where only bbox, " + "datetime, and q arguments are supported" + ) + self._validate_client_side_args() + else: + if not self._collection_search_free_text_enabled: + warnings.warn( + str(DoesNotConformTo("COLLECTION_SEARCH#FREE_TEXT")) + + ". Free-text search is not enabled for collection search" + "Free-text filters will be applied client-side." + ) + + else: + self._stac_io = stac_io or StacApiIO() + self._collection_search_extension_enabled = ( + collection_search_extension_enabled + ) + self._collection_search_free_text_enabled = ( + collection_search_free_text_enabled + ) + self._validate_client_side_args() + + def _validate_client_side_args(self) -> None: + """Client-side filtering only supports the bbox, datetime, and q parameters.""" + args = {key for key, value in self._parameters.items() if value is not None} + extras = args - {"bbox", "datetime", "q", "limit", "max_items"} + + if extras: + raise ValueError( + "Only the limit, max_collections, bbox, datetime, and q arguments are " + "supported for client-side filtering but these extra arguments were " + "provided: " + ",".join(extras) + ) + + @lru_cache(1) + def matched(self) -> Optional[int]: + """Return number matched for search + + Returns the value from the `numberMatched` or `context.matched` field. + Not all APIs will support counts in which case a warning will be issued + + Returns: + int: Total count of matched collections. If counts are not supported `None` + is returned. + """ + found = None + iter = self.pages_as_dicts() + page = next(iter, None) + + if not page: + return 0 + + # if collection search and free-text are fully supported, try reading a value + # from the search result context + if ( + self._collection_search_extension_enabled + and self._collection_search_free_text_enabled + ): + if "context" in page: + found = page["context"].get("matched", None) + elif "numberMatched" in page: + found = page["numberMatched"] + + if not found: + count = len(page["collections"]) + + for page in iter: + print(f"found {len(page['collections'])} on the next page") + count += len(page["collections"]) + + found = count + + return found + + # ------------------------------------------------------------------------ + # Result sets + # ------------------------------------------------------------------------ + # By collection + def collections(self) -> Iterator[Collection]: + """Iterator that yields :class:`pystac.Collection` instances for each collection + matching the given search parameters. + + Yields: + Collection : each Collection matching the search criteria + """ + for collection in self.collections_as_dicts(): + # already signed in collections_as_dicts + yield Collection.from_dict( + collection, root=self.client, preserve_dict=False + ) + + @lru_cache(1) + def collections_as_dicts(self) -> Iterator[Dict[str, Any]]: + """Iterator that yields :class:`dict` instances for each collection matching + the given search parameters. + + Yields: + Collection : each Collection matching the search criteria + """ + for page in self.pages_as_dicts(): + for collection in page.get("collections", []): + # already signed in pages_as_dicts + yield collection + + # ------------------------------------------------------------------------ + # By Page + def pages(self) -> Iterator[List[Collection]]: + """Iterator that yields lists of Collection objects. Each list is + a page of results from the search. + + Yields: + List[Collection] : a group of Collections matching the search criteria + """ + if isinstance(self._stac_io, StacApiIO): + for page in self.pages_as_dicts(): + # already signed in pages_as_dicts + yield [ + Collection.from_dict( + collection, preserve_dict=False, root=self.client + ) + for collection in page["collections"] + ] + + def pages_as_dicts(self) -> Iterator[Dict[str, Any]]: + """Iterator that yields :class:`dict` instances for each page + of results from the search. + + Yields: + Dict : a group of collections matching the search + criteria as a feature-collection-like dictionary. + """ + if isinstance(self._stac_io, StacApiIO): + num_collections = 0 + for page in self._stac_io.get_pages( + self.url, self.method, self.get_parameters() + ): + call_modifier(self.modifier, page) + collections = page.get("collections", []) + page_has_collections = len(collections) > 0 + + # apply client-side filter if the collection search extension + # is not enabled in the API + if not self._collection_search_extension_enabled: + args = { + "bbox": self._parameters.get("bbox"), + "temporal_interval_str": self._parameters.get("datetime"), + "q": self._parameters.get("q"), + } + collections = [ + collection + for collection in filter( + lambda x: collection_matches(x, **args), + collections, + ) + ] + + # apply client-side free-text filter if free-text extension is not + # enabled in the API + elif not self._collection_search_free_text_enabled: + if q := self._parameters.get("q"): + collections = [ + collection + for collection in filter( + lambda x: collection_matches(x, q=q), + collections, + ) + ] + if collections: + num_collections += len(collections) + if self._max_items and num_collections > self._max_items: + # Slice the features down to make sure we hit max_collections + page["collections"] = collections[ + 0 : -(num_collections - self._max_items) + ] + else: + page["collections"] = collections + + yield page + if self._max_items and num_collections >= self._max_items: + return + # if there were collections on this page but they got filtered out keep + # going + elif page_has_collections: + continue + else: + return + + # ------------------------------------------------------------------------ + # Everything + + @lru_cache(1) + def collection_list(self) -> List[Collection]: + """ + Get the matching collections as a list of :py:class:`pystac.Collection` objects. + + Return: + List[Collection]: The list of collections + """ + # Bypass the cache here, so that we can pass __preserve_dict__ + # without mutating what's in the cache. + collection_list = self.collections_as_dicts.__wrapped__(self) + # already signed in collections_as_dicts + return [ + Collection.from_dict(collection, preserve_dict=False, root=self.client) + for collection in collection_list + ] + + @lru_cache(1) + def collection_list_as_dict(self) -> Dict[str, Any]: + """ + Get the matching collections as a dict. + + The dictionary will have a single key: + + 1. ``'collections'`` with the value being a list of dictionaries + for the matching collections. + + Return: + Dict : A dictionary with the list of matching collections + """ + collections = [] + for page in self.pages_as_dicts(): + for collection in page["collections"]: + collections.append(collection) + + return {"collections": collections} diff --git a/pystac_client/conformance.py b/pystac_client/conformance.py index 4438902a..bf40044a 100644 --- a/pystac_client/conformance.py +++ b/pystac_client/conformance.py @@ -22,6 +22,10 @@ class ConformanceClasses(Enum): QUERY = "/item-search#query" FILTER = "/item-search#filter" + # collection search + COLLECTION_SEARCH = "/collection-search" + COLLECTION_SEARCH_FREE_TEXT = "/collection-search#free-text" + @classmethod def get_by_name(cls, name: str) -> ConformanceClasses: for member in cls: diff --git a/pystac_client/free_text.py b/pystac_client/free_text.py new file mode 100644 index 00000000..960d394c --- /dev/null +++ b/pystac_client/free_text.py @@ -0,0 +1,71 @@ +"""Client-side free-text search filtering as described in `OGC API - Features - Part 9: +Text Search `__ + +Uses the `SQLite FTS5 Extension `__ to implement +free-text search filtering. +""" + +import re +import sqlite3 + + +def parse_query_for_sqlite(q: str) -> str: + """Translate an OGC Features API free-text search query into the SQLite text search + syntax + """ + # separate out search terms, quoted exact phrases, commas, and exact phrases + tokens = [token.strip() for token in re.findall(r'"[^"]*"|,|[\(\)]|[^,\s\(\)]+', q)] + + # special characters that need to be escaped or quoted for sqlite fts5 + special_chars = set("-@&:^~<>=") + + for i, token in enumerate(tokens): + if token.startswith("+"): + tokens[i] = token[1:].strip() + elif token.startswith("-"): + tokens[i] = "NOT " + token[1:].strip() + elif token == ",": + tokens[i] = "OR" + elif any(char in token for char in special_chars): + # Escape any existing double quotes in the token + escaped_token = token.replace('"', '""') + tokens[i] = f'"{escaped_token}"' + + return " ".join(tokens) + + +def sqlite_text_search(q: str, text_fields: dict[str, str]) -> bool: + """Perform a free-text search against a set of text fields for a single + collection to determine if that collection matches the query. + + Creates an in-memory SQLite database with a single table and a single row + then runs the MATCH query to determine if the row matches the search + criteria. + """ + column_clause = ", ".join(text_fields.keys()) + value_clause = ", ".join(["?" for _ in text_fields.keys()]) + + with sqlite3.connect(":memory:") as conn: # Use an in-memory database + cursor = conn.cursor() + + cursor.execute( + f""" + CREATE VIRTUAL TABLE collections USING fts5({column_clause}); + """ + ) + + cursor.execute( + f""" + INSERT INTO collections ({column_clause}) VALUES ({value_clause}); + """, + tuple(text_fields.values()), + ) + + cursor.execute( + f""" + SELECT COUNT(*) + FROM collections WHERE collections MATCH '{parse_query_for_sqlite(q)}'; + """ + ) + + return bool(cursor.fetchone()[0]) diff --git a/pystac_client/item_search.py b/pystac_client/item_search.py index fe1bb14d..412e8669 100644 --- a/pystac_client/item_search.py +++ b/pystac_client/item_search.py @@ -1,6 +1,7 @@ import json import re import warnings +from abc import ABC from collections.abc import Iterable, Mapping from copy import deepcopy from datetime import datetime as datetime_ @@ -91,15 +92,6 @@ def __geo_interface__(self) -> Dict[str, Any]: ... OPS = list(OP_MAP.keys()) -def __getattr__(name: str) -> Any: - if name in ("DEFAUL_LIMIT", "DEFAULT_LIMIT_AND_MAX_ITEMS"): - warnings.warn( - f"{name} is deprecated and will be removed in v0.8", DeprecationWarning - ) - return 100 - raise AttributeError(f"module {__name__} has no attribute {name}") - - # from https://gist.github.com/angstwad/bf22d1822c38a92ec0a9#gistcomment-2622319 def dict_merge( dct: Dict[Any, Any], merge_dct: Dict[Any, Any], add_keys: bool = True @@ -135,120 +127,7 @@ def dict_merge( return dct -class ItemSearch: - """Represents a deferred query to a STAC search endpoint as described in the - `STAC API - Item Search spec - `__. - - No request is sent to the API until a method is called to iterate - through the resulting STAC Items, either :meth:`ItemSearch.item_collections`, - :meth:`ItemSearch.items`, or :meth:`ItemSearch.items_as_dicts`. - - All parameters except `url``, ``method``, ``max_items``, and ``client`` - correspond to query parameters - described in the `STAC API - Item Search: Query Parameters Table - `__ - docs. Please refer - to those docs for details on how these parameters filter search results. - - Args: - url: The URL to the search page of the STAC API. - method : The HTTP method to use when making a request to the service. - This must be either ``"GET"``, ``"POST"``, or - ``None``. If ``None``, this will default to ``"POST"``. - If a ``"POST"`` request receives a ``405`` status for - the response, it will automatically retry with - ``"GET"`` for all subsequent requests. - max_items : The maximum number of items to return from the search, even - if there are more matching results. This allows the client to limit the - total number of Items returned from the :meth:`items`, - :meth:`item_collections`, and :meth:`items_as_dicts methods`. The client - will continue to request pages of items until the number of max items is - reached. By default (``max_items=None``) all items matching the query - will be returned. - stac_io: An instance of StacIO for retrieving results. Normally comes - from the Client that returns this ItemSearch client: An instance of a - root Client used to set the root on resulting Items. - client: An instance of Client for retrieving results. This is normally populated - by the client that returns this ItemSearch instance. - limit: A recommendation to the service as to the number of items to return - *per page* of results. Defaults to 100. - ids: List of one or more Item ids to filter on. - collections: List of one or more Collection IDs or :class:`pystac.Collection` - instances. - bbox: A list, tuple, or iterator representing a bounding box of 2D - or 3D coordinates. Results will be filtered - to only those intersecting the bounding box. - intersects: A string or dictionary representing a GeoJSON geometry or feature, - or an object that implements a ``__geo_interface__`` property, as supported - by several libraries including Shapely, ArcPy, PySAL, and geojson. Results - filtered to only those intersecting the geometry. - datetime: Either a single datetime or datetime range used to filter results. - You may express a single datetime using a :class:`datetime.datetime` - instance, a `RFC 3339-compliant `__ - timestamp, or a simple date string (see below). Instances of - :class:`datetime.datetime` may be either - timezone aware or unaware. Timezone aware instances will be converted to - a UTC timestamp before being passed - to the endpoint. Timezone unaware instances are assumed to represent UTC - timestamps. You may represent a - datetime range using a ``"/"`` separated string as described in the spec, - or a list, tuple, or iterator - of 2 timestamps or datetime instances. For open-ended ranges, use either - ``".."`` (``'2020-01-01:00:00:00Z/..'``, - ``['2020-01-01:00:00:00Z', '..']``) or a value of ``None`` - (``['2020-01-01:00:00:00Z', None]``). - - If using a simple date string, the datetime can be specified in - ``YYYY-mm-dd`` format, optionally truncating - to ``YYYY-mm`` or just ``YYYY``. Simple date strings will be expanded to - include the entire time period, for example: - - - ``2017`` expands to ``2017-01-01T00:00:00Z/2017-12-31T23:59:59Z`` - - ``2017-06`` expands to ``2017-06-01T00:00:00Z/2017-06-30T23:59:59Z`` - - ``2017-06-10`` expands to ``2017-06-10T00:00:00Z/2017-06-10T23:59:59Z`` - - If used in a range, the end of the range expands to the end of that - day/month/year, for example: - - - ``2017/2018`` expands to - ``2017-01-01T00:00:00Z/2018-12-31T23:59:59Z`` - - ``2017-06/2017-07`` expands to - ``2017-06-01T00:00:00Z/2017-07-31T23:59:59Z`` - - ``2017-06-10/2017-06-11`` expands to - ``2017-06-10T00:00:00Z/2017-06-11T23:59:59Z`` - - query: List or JSON of query parameters as per the STAC API `query` extension - filter: JSON of query parameters as per the STAC API `filter` extension - filter_lang: Language variant used in the filter body. If `filter` is a - dictionary or not provided, defaults - to 'cql2-json'. If `filter` is a string, defaults to `cql2-text`. - sortby: A single field or list of fields to sort the response by - fields: A list of fields to include in the response. Note this may - result in invalid STAC objects, as they may not have required fields. - Use `items_as_dicts` to avoid object unmarshalling errors. - modifier : A callable that modifies the children collection and items - returned by this Client. This can be useful for injecting - authentication parameters into child assets to access data - from non-public sources. - - The callable should expect a single argument, which will be one - of the following types: - - * :class:`pystac.Collection` - * :class:`pystac.Item` - * :class:`pystac.ItemCollection` - * A STAC item-like :class:`dict` - * A STAC collection-like :class:`dict` - - The callable should mutate the argument in place and return ``None``. - - ``modifier`` propagates recursively to children of this Client. - After getting a child collection with, e.g. - :meth:`Client.get_collection`, the child items of that collection - will still be signed with ``modifier``. - """ - +class BaseSearch(ABC): _stac_io: StacApiIO def __init__( @@ -271,17 +150,11 @@ def __init__( sortby: Optional[SortbyLike] = None, fields: Optional[FieldsLike] = None, modifier: Optional[Callable[[Modifiable], None]] = None, + q: Optional[str] = None, ): self.url = url self.client = client - if client and client._stac_io is not None and stac_io is None: - self._stac_io = client._stac_io - if not client.conforms_to(ConformanceClasses.ITEM_SEARCH): - warnings.warn(DoesNotConformTo("ITEM_SEARCH")) - else: - self._stac_io = stac_io or StacApiIO() - self._max_items = max_items if self._max_items is not None and limit is not None: limit = min(limit, self._max_items) @@ -304,6 +177,7 @@ def __init__( "filter-lang": self._format_filter_lang(filter, filter_lang), "sortby": self._format_sortby(sortby), "fields": self._format_fields(fields), + "q": q, } self._parameters: Dict[str, Any] = { @@ -339,7 +213,7 @@ def _clean_params_for_get_request(self) -> Dict[str, Any]: return params def url_with_parameters(self) -> str: - """Returns this item search url with parameters, appropriate for a GET request. + """Returns the search url with parameters, appropriate for a GET request. Examples: @@ -658,6 +532,184 @@ def _format_intersects(value: Optional[IntersectsLike]) -> Optional[Intersects]: "implements __geo_interface__" ) + +if TYPE_CHECKING: + from pystac_client import client as _client + + +def __getattr__(name: str) -> Any: + if name in ("DEFAUL_LIMIT", "DEFAULT_LIMIT_AND_MAX_ITEMS"): + warnings.warn( + f"{name} is deprecated and will be removed in v0.8", DeprecationWarning + ) + return 100 + raise AttributeError(f"module {__name__} has no attribute {name}") + + +class ItemSearch(BaseSearch): + """Represents a deferred query to a STAC search endpoint as described in the + `STAC API - Item Search spec + `__. + + No request is sent to the API until a method is called to iterate + through the resulting STAC Items, either :meth:`ItemSearch.item_collections`, + :meth:`ItemSearch.items`, or :meth:`ItemSearch.items_as_dicts`. + + All parameters except `url``, ``method``, ``max_items``, and ``client`` + correspond to query parameters + described in the `STAC API - Item Search: Query Parameters Table + `__ + docs. Please refer + to those docs for details on how these parameters filter search results. + + Args: + url: The URL to the search page of the STAC API. + method : The HTTP method to use when making a request to the service. + This must be either ``"GET"``, ``"POST"``, or + ``None``. If ``None``, this will default to ``"POST"``. + If a ``"POST"`` request receives a ``405`` status for + the response, it will automatically retry with + ``"GET"`` for all subsequent requests. + max_items : The maximum number of items to return from the search, even + if there are more matching results. This allows the client to limit the + total number of Items returned from the :meth:`items`, + :meth:`item_collections`, and :meth:`items_as_dicts methods`. The client + will continue to request pages of items until the number of max items is + reached. By default (``max_items=None``) all items matching the query + will be returned. + stac_io: An instance of StacIO for retrieving results. Normally comes + from the Client that returns this ItemSearch client: An instance of a + root Client used to set the root on resulting Items. + client: An instance of Client for retrieving results. This is normally populated + by the client that returns this ItemSearch instance. + limit: A recommendation to the service as to the number of items to return + *per page* of results. Defaults to 100. + ids: List of one or more Item ids to filter on. + collections: List of one or more Collection IDs or :class:`pystac.Collection` + instances. + bbox: A list, tuple, or iterator representing a bounding box of 2D + or 3D coordinates. Results will be filtered + to only those intersecting the bounding box. + intersects: A string or dictionary representing a GeoJSON geometry or feature, + or an object that implements a ``__geo_interface__`` property, as supported + by several libraries including Shapely, ArcPy, PySAL, and geojson. Results + filtered to only those intersecting the geometry. + datetime: Either a single datetime or datetime range used to filter results. + You may express a single datetime using a :class:`datetime.datetime` + instance, a `RFC 3339-compliant `__ + timestamp, or a simple date string (see below). Instances of + :class:`datetime.datetime` may be either + timezone aware or unaware. Timezone aware instances will be converted to + a UTC timestamp before being passed + to the endpoint. Timezone unaware instances are assumed to represent UTC + timestamps. You may represent a + datetime range using a ``"/"`` separated string as described in the spec, + or a list, tuple, or iterator + of 2 timestamps or datetime instances. For open-ended ranges, use either + ``".."`` (``'2020-01-01:00:00:00Z/..'``, + ``['2020-01-01:00:00:00Z', '..']``) or a value of ``None`` + (``['2020-01-01:00:00:00Z', None]``). + + If using a simple date string, the datetime can be specified in + ``YYYY-mm-dd`` format, optionally truncating + to ``YYYY-mm`` or just ``YYYY``. Simple date strings will be expanded to + include the entire time period, for example: + + - ``2017`` expands to ``2017-01-01T00:00:00Z/2017-12-31T23:59:59Z`` + - ``2017-06`` expands to ``2017-06-01T00:00:00Z/2017-06-30T23:59:59Z`` + - ``2017-06-10`` expands to ``2017-06-10T00:00:00Z/2017-06-10T23:59:59Z`` + + If used in a range, the end of the range expands to the end of that + day/month/year, for example: + + - ``2017/2018`` expands to + ``2017-01-01T00:00:00Z/2018-12-31T23:59:59Z`` + - ``2017-06/2017-07`` expands to + ``2017-06-01T00:00:00Z/2017-07-31T23:59:59Z`` + - ``2017-06-10/2017-06-11`` expands to + ``2017-06-10T00:00:00Z/2017-06-11T23:59:59Z`` + + query: List or JSON of query parameters as per the STAC API `query` extension + filter: JSON of query parameters as per the STAC API `filter` extension + filter_lang: Language variant used in the filter body. If `filter` is a + dictionary or not provided, defaults + to 'cql2-json'. If `filter` is a string, defaults to `cql2-text`. + sortby: A single field or list of fields to sort the response by + fields: A list of fields to include in the response. Note this may + result in invalid STAC objects, as they may not have required fields. + Use `items_as_dicts` to avoid object unmarshalling errors. + modifier : A callable that modifies the children collection and items + returned by this Client. This can be useful for injecting + authentication parameters into child assets to access data + from non-public sources. + + The callable should expect a single argument, which will be one + of the following types: + + * :class:`pystac.Collection` + * :class:`pystac.Item` + * :class:`pystac.ItemCollection` + * A STAC item-like :class:`dict` + * A STAC collection-like :class:`dict` + + The callable should mutate the argument in place and return ``None``. + + ``modifier`` propagates recursively to children of this Client. + After getting a child collection with, e.g. + :meth:`Client.get_collection`, the child items of that collection + will still be signed with ``modifier``. + """ + + _stac_io: StacApiIO + + def __init__( + self, + url: str, + *, + method: Optional[str] = "POST", + max_items: Optional[int] = None, + stac_io: Optional[StacApiIO] = None, + client: Optional["_client.Client"] = None, + limit: Optional[int] = None, + ids: Optional[IDsLike] = None, + collections: Optional[CollectionsLike] = None, + bbox: Optional[BBoxLike] = None, + intersects: Optional[IntersectsLike] = None, + datetime: Optional[DatetimeLike] = None, + query: Optional[QueryLike] = None, + filter: Optional[FilterLike] = None, + filter_lang: Optional[FilterLangLike] = None, + sortby: Optional[SortbyLike] = None, + fields: Optional[FieldsLike] = None, + modifier: Optional[Callable[[Modifiable], None]] = None, + ): + super().__init__( + url=url, + method=method, + max_items=max_items, + stac_io=stac_io, + client=client, + limit=limit, + ids=ids, + collections=collections, + bbox=bbox, + intersects=intersects, + datetime=datetime, + query=query, + filter=filter, + filter_lang=filter_lang, + sortby=sortby, + fields=fields, + modifier=modifier, + ) + + if client and client._stac_io is not None and stac_io is None: + self._stac_io = client._stac_io + if not client.conforms_to(ConformanceClasses.ITEM_SEARCH): + warnings.warn(DoesNotConformTo("ITEM_SEARCH")) + else: + self._stac_io = 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Measurement data sets at resolutions of 0.5 + by 0.5 degrees and 10 by 10 arcmin with respect to a latitude/longitude grid + provide continuity with existing ATSR products. Other data sets contain data + averaged over equal area cells of 50 by 50 km and 17 by 17 km aligned with + the satellite ground track. Both top-of-atmosphere and surface data sets are + provided. The surface temperature data sets provide, for sea cells, nadir + and dual view sea surface temperatures, and for land cells, land surface temperature + and NDVI. Cloud data is also included. No ADS are included in the AST product; + auxiliary data is contained within the MDS. The data sets of the AST product + are arranged by surface type and resolution. This product is a continuation + of ERS ATSR data. The 3rd reprocessing of AATSR data was performed in 2013; + the processing updates that have been put in place and the scientific improvements + are outlined in full in the User Summary Note for the Third Envisat AATSR + Reprocessing https://earth.esa.int/eogateway/documents/20142/37627/IDEAS-VEG-OQC-REP-2148-%28A%29ATSR-Third+Reprocessing-Dataset-User-Summary-v1-0.pdf\",\n + \ \"type\": \"Collection\",\n \"title\": \"Envisat AATSR Averaged + Surface Temperature (AST) Product [ATS_AR__2P]\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/ENVISAT-1%20PRODUCTS%20SPECIFICATIONS%20-%20VOLUME%207-%20AATSR%20PRODUCTS%20SPECIFICATIONS\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Product + Specification - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/aatsr/auxiliary-data\",\n + \ \"type\": \"text/html\",\n \"title\": \"AATSR auxiliary + data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/aatsr/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"AATSR Product Information + - Product Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/AATSR-product-handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/AATSR-Level-2-ATS_AR__2P-Product-Quality-Readme-Information.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"ATS_AR__2P + Product Quality Readme Information - Product Specifications\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=envisat,aatsr\",\n + \ \"type\": \"text/html\",\n \"title\": \"More AATSR Documents + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=aatsr\",\n + \ \"type\": \"text/html\",\n \"title\": \"(A)ATSR Software + Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.ATS.AR__2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/702277a0-8a84-5af3-a8f4-31d712ff17c3\",\n + \ \"title\": \"More collections for AATSR instrument\"\n }\n + \ ],\n \"id\": \"ENVISAT.ATS.AR__2P\",\n \"updated\": \"2022-11-11T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"AATSR\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-20T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"World\",\n \"800 km\",\n + \ \"5 - 1150 km\",\n \"Sun-synchronous\",\n \"EARTH SCIENCE + > OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE\",\n \"Oceans\",\n + \ \"Ocean Temperature\",\n \"Imaging Spectrometers/Radiometers\",\n + \ \"Envisat\",\n \"AATSR\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"The L2P product contains full resolution dual-view + Sea Surface Temperature (SST) values. These SST use the ARC SST retrieval + and cloud screening which differ from the methods used to produce the Gridded + Surface Temperature (ATS_NR__2P) products. In addition to SST, the L2P products + contain the ATSR Saharan Dust Index (ASDI) and the clear-sky probability estimated + by the ARC cloud detection algorithm. The L2P processor also generates L3U + products; these are the L2P products averaged onto a regular grid at 0.1 degree + resolution (they are therefore similar to the AR / Meteo Envisat-format products). + \ The L2P and L3U products are provided in NetCDF-4 format following GHRSST + Data Specifications (GDS) v2. The L2P/L3U archive was reprocessed in 2013 + with a new processor based upon the ARC SST; the changes are outlined in full + in the L2P Reprocessing User Notehttps://earth.esa.int/eogateway/documents/20142/37627/User%20Note%20for%20%28A%29ATSR%20L2P%20Reprocessing\",\n + \ \"type\": \"Collection\",\n \"title\": \"Envisat AATSR ARC L2P/L3U + \ [UPA-L2P_GHRSST/UPA-L3U_GHRSST]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n 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metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/aatsr/auxiliary-data\",\n + \ \"type\": \"text/html\",\n \"title\": \"AATSR auxiliary + data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/ENVISAT-1%20PRODUCTS%20SPECIFICATIONS%20-%20VOLUME%207-%20AATSR%20PRODUCTS%20SPECIFICATIONS\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Products + Specifications - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/AATSR-product-handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/aatsr/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"AATSR Product Information + - Product Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/L2P-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"(A)ATSR SST + L2P/L3U Product User Guide - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.ghrsst.org/about-ghrsst/governance-documents/\",\n + \ \"type\": \"text/html\",\n \"title\": \"GHRSST data specifications + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=envisat,aatsr\",\n + \ \"type\": \"text/html\",\n \"title\": \"More AATSR Documents + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=aatsr\",\n + \ \"type\": \"text/html\",\n \"title\": \"(A)ATSR Software + Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.UPA-L2P-L3U?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n 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\"updated\": \"2022-11-11T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"AATSR\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2021-10-09T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"FedEO\",\n \"SCIHUB\",\n \"DIF10\",\n + \ \"Sea Surface Topography\",\n \"EARTH SCIENCE > OCEANS > SEA + SURFACE TOPOGRAPHY\",\n \"Radar Altimeters\",\n \"Radiometers\",\n + \ \"Sentinel-6\",\n \"POSEIDON-4\",\n \"AMR-C\"\n ],\n + \ \"created\": \"2024-01-02T00:00:00.00Z\",\n \"description\": \"Copernicus + Sentinel-6 Michael Freilich is an Earth Observation satellite mission developed + to provide enhanced continuity to the very stable time series of mean sea + level measurements and ocean sea state that started in 1992, with the TOPEX/Poseidon + mission, then continued by the Jason-1, Jason-2 and Jason-3 satellite missions.\",\n + \ \"type\": \"Collection\",\n \"title\": \"Sentinel-6 Products\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"search\": + {\n \"roles\": [\"search\"],\n \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=EOP:ESA:SCIHUB:S6\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": 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\"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series EOP:ESA:Sentinel-6\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:SCIHUB:S6/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for EOP:ESA:SCIHUB:S6\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://dataspace.copernicus.eu\",\n \"title\": \"Copernicus Data + Space Ecosystem - Copernicus Data Space Ecosystem\"\n },\n {\n + \ \"rel\": \"search\",\n \"href\": \"https://fedeo.ceos.org/opensearch/description.xml?parentIdentifier=EOP:ESA:SCIHUB:S6\",\n + \ \"title\": \"FedEO Clearinghouse - FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/EOP:ESA:SCIHUB:S6/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinel.esa.int/web/sentinel/missions/sentinel-6\",\n + \ \"title\": \"ESA Sentinel-6 Online\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-6?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-6\",\n + \ \"title\": \"More collections for Sentinel-6 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/700b6e99-a527-5819-b283-4656c8832ea0\",\n + \ \"title\": \"More collections for AMR-C instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5d1512a5-cb97-5e74-8778-35cd65c06936\",\n + \ \"title\": \"More collections for POSEIDON-4 instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-6\",\n \"updated\": \"2020-11-21T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\n \"AMR-C\",\n \"POSEIDON-4\"\n + \ ],\n \"platform\": [\"Sentinel-6\"]\n }\n },\n {\n + \ \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -90,\n 180,\n 90\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2017-10-13T00:00:00.000Z\",\n null\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"FedEO\",\n \"SCIHUB\",\n \"DIF10\",\n \"Air + Quality\",\n \"EARTH SCIENCE > ATMOSPHERE > AIR QUALITY\",\n \"Sentinel-5P\",\n + \ \"TROPOMI\"\n ],\n \"created\": \"2018-10-09T00:00:00.00Z\",\n + \ \"description\": \"The Sentinel-5P data offer for the Pre-Operations + Open Access Hub consists of Level-1B and Level-2 user products for the TROPOMI + instrument.\",\n \"type\": \"Collection\",\n \"title\": \"Sentinel-5P + Products\",\n \"license\": \"various\",\n \"assets\": {\n \"search\": + {\n \"roles\": [\"search\"],\n \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=EOP:ESA:SCIHUB:S5P\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series EOP:ESA:Sentinel-5P\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:SCIHUB:S5P/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for EOP:ESA:SCIHUB:S5P\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://dataspace.copernicus.eu\",\n \"title\": \"Copernicus Data + Space Ecosystem - Copernicus Data Space Ecosystem\"\n },\n {\n + \ \"rel\": \"search\",\n \"href\": \"https://fedeo.ceos.org/opensearch/description.xml?parentIdentifier=EOP:ESA:SCIHUB:S5P\",\n + \ \"title\": \"FedEO Clearinghouse - FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/EOP:ESA:SCIHUB:S5P/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinel.esa.int/web/sentinel/missions/sentinel-5P\",\n + \ \"title\": \"ESA Sentinel-5P Online\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-5p-tropomi\",\n + \ \"title\": \"Sentinel-5P TROPOMI User Guide \"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-06-22T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475 km (reference)\",\n + \ \"25 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"PlanetScope\",\n + \ \"PlanetScope Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The PlanetScope Level 1B Basic Scene and Level 3B + Ortho Scene full archive products are available as part of Planet imagery + offer. The Unrectified Asset: PlanetScope Basic Analytic Radiance (TOAR) + product is a Scaled Top of Atmosphere Radiance (at sensor) and sensor corrected + product, without correction for any geometric distortions inherent in the + imaging processes and is not mapped to a cartographic projection. The imagery + data is accompanied by Rational Polynomial Coefficients (RPCs) to enable orthorectification + by the user. This kind of product is designed for users with advanced image + processing and geometric correction capabilities. Basic Scene Product + Components and Format Product Components:\\t - Image File (GeoTIFF format) + - Metadata File (XML format) - Rational Polynomial Coefficients (XML format) + - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) + - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 4-band multispectral + image (blue, green, red, near-infrared) or 8-band (coastal-blue, blue, green + I, green, yellow, red, Rededge, near-infrared) Ground Sampling Distance:\\t + - Approximate, satellite altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: + 3.0 m-4.1 m - SuperDove: 3.7 m-4.2 m Accuracy: <10 m RMSE The Rectified + assets: The PlanetScope Ortho Scene product is radiometrically-, sensor- and + geometrically- corrected and is projected to a UTM/WGS84 cartographic map + projection. The geometric correction uses fine Digital Elevation Models (DEMs) + with a post spacing of between 30 and 90 metres. Ortho Scene Product Components + and Format Product Components:\\t - Image File (GeoTIFF format) - Metadata + File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM + File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: + 3-band natural color (red, green, blue) or 4-band multispectral image (blue, + green, red, near-infrared) or 8-band (costal-blue, blue, green I, green, yellow, + red, RedEdge, near-infrared) Ground Sampling Distance:\\t - Approximate, satellite + altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: 3.0 m-4.1 m - SuperDove: + 3.7 m-4.2 m Projection: UTM WGS84 Accuracy: <10 m RMSE PlanetScope Ortho + Scene product is available in the following: PlanetScope Visual Ortho Scene + product is orthorectified and color-corrected (using a colour curve) 3-band + RGB Imagery. This correction attempts to optimise colours as seen by the human + eye providing images as they would look if viewed from the perspective of + the satellite PlanetScope Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and corrected for surface reflection. + This data is optimal for value-added image processing such as land cover classifications. + \ PlanetScope Analytic Ortho Scene Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and calibrated to top of atmosphere + radiance. _$$Planet Explorer Catalogue$$ https://www.planet.com/explorer/ + can be accessed (Planet registration requested) to discover and check the + data readiness. It is worth to mention that the data distribution is based + on Data Voucher, corresponding to maximum amount of square kilometers can + be ordered and downloaded by the project in a maximum period of 15 moths (this + duration cannot be extended) starting from the project proposal acceptance + date. Each Date Voucher includes PlanetScope tile view streaming access for + a total of 20,000 tiles per calendar month during the project period. All + details about the data provision, data access conditions and quota assignment + procedure are described in the _$$Terms of Applicability$$ https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf + available in Resources section.\",\n \"type\": \"Collection\",\n \"title\": + \"PlanetScope Full Archive\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf?text=Combined-Imagery-Product-Spec.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.planet.com/explorer/\",\n \"type\": + \"text/html\",\n \"title\": \"Planet Explorer Catalogue - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/PlanetScope\",\n + \ \"title\": \"More collections for PlanetScope platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/94314806-9c68-521a-87e2-8cd838eb9de0\",\n + \ \"title\": \"More collections for PlanetScope Camera instrument\"\n + \ }\n ],\n \"id\": \"PlanetScope.Full.Archive\",\n \"updated\": + \"2023-06-13T13:23:41Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"PlanetScope + Camera\"],\n \"platform\": [\"PlanetScope\"]\n }\n },\n {\n + \ \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -82,\n 180,\n 82\n ]]},\n \"temporal\": + {\"interval\": [[\n \"1991-08-01T00:00:00.000Z\",\n \"2003-06-22T23:59:59.999Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"World\",\n \"Agriculture\",\n \"Forestry\",\n \"Oceans\",\n + \ \"Ocean Temperature\",\n \"Natural Hazards and Disaster Risk\",\n + \ \"Atmosphere\",\n \"Clouds\",\n \"Precipitation\",\n + \ \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH SCIENCE > BIOSPHERE + > ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"EARTH SCIENCE + > OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"EARTH SCIENCE > + ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > CLOUDS\",\n \"EARTH + SCIENCE > ATMOSPHERE > PRECIPITATION\",\n \"Sun-synchronous\",\n \"782 + to 785 km\",\n \"5 km\",\n \"Imaging Spectrometers/Radiometers\",\n + \ \"ERS-1\",\n \"ERS-2\",\n \"ATSR-1\",\n \"ATSR-2\"\n + \ ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n \"description\": + \"The Gridded Surface Temperature (GST) Product is the Level 2 full resolution + geophysical product. The product contains gridded sea-surface temperature + images using both nadir and dual view retrieval algorithms. The product includes + pixel latitude/longitude positions, X/Y offset and the results of the cloud-clearing/land-flagging. + \ It contains a single measurement data set the content of which is switchable, + that is to say, the content of each pixel field will depend on the surface + type. Specifically, the contents of the data fields will depend on the setting + of the forward and nadir cloud flags and the land flag. The 3rd reprocessing + of ATSR data was performed in 2013; the processing updates that have been + put in place and the scientific improvements are outlined in full in the User + Summary Note for the Third ERS ATSR Reprocessing (https://earth.esa.int/eogateway/documents/20142/37627/IDEAS-VEG-OQC-REP-2148-%28A%29ATSR-Third+Reprocessing-Dataset-User-Summary-v1-0.pdf).\",\n + \ \"type\": \"Collection\",\n \"title\": \"ERS-1/2 ATSR Gridded Surface + Temperature [AT1/AT2_NR__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-style%20products%20for%20ATSR-1%20and%20ATSR-2%20data\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat-style + products for ATSR-1 and ATSR-2 data - Products Specification\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/ENVISAT-1%20PRODUCTS%20SPECIFICATIONS%20-%20VOLUME%207-%20AATSR%20PRODUCTS%20SPECIFICATIONS\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Product + Specifications - Products Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/atsr/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"ATSR Product Information + - Product Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=atsr-1,atsr-2\",\n + \ \"type\": \"text/html\",\n \"title\": \"More ATSR Documents + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?skipDetection=true&text=&category=Tools%20and%20toolboxes&filter=atsr-1,atsr-2\",\n + \ \"type\": \"text/html\",\n \"title\": \"(A)ATSR Software + Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-1\",\n + \ \"title\": \"More collections for ERS-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-2\",\n + \ \"title\": \"More collections for ERS-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/93343b90-3e9f-5830-abe7-151cc69401c1\",\n + \ \"title\": \"More collections for ATSR-1 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/f3ef7078-65ef-5dee-8c5c-61f9706a34ad\",\n + \ \"title\": \"More collections for ATSR-2 instrument\"\n }\n + \ ],\n \"id\": \"ERS.AT_NR__2P\",\n \"updated\": \"2023-06-13T13:23:39Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\n + \ \"ATSR-1\",\n \"ATSR-2\"\n ],\n \"platform\": + [\n \"ERS-1\",\n \"ERS-2\"\n ]\n }\n },\n + \ {\n \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -90,\n 180,\n 90\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2016-12-01T00:00:00.000Z\",\n \"2019-01-07T23:59:59.999Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"World\",\n \"WorldView\",\n \"EUSI\",\n \"Maxar\",\n + \ \"GeoEye\",\n \"QuickBird\",\n \"Cartosat\",\n \"Agriculture\",\n + \ \"Forestry\",\n \"Land Surface\",\n \"Vegetation\",\n + \ \"Natural Hazards and Disaster Risk\",\n \"Oceans\",\n \"Snow + and Ice\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH SCIENCE + > BIOSPHERE > ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"EARTH + SCIENCE > LAND SURFACE\",\n \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n + \ \"EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n + \ \"EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"VIS + (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"617 km\",\n \"13.1 + km\",\n \"Imaging Spectrometers/Radiometers\",\n \"WorldView-4\",\n + \ \"SpaceView-110\"\n ],\n \"created\": \"2020-12-02T00:00:00.00Z\",\n + \ \"description\": \"WorldView-4 high resolution optical products are + available as part of the Maxar Standard Satellite Imagery products from the + QuickBird, WorldView-1/-2/-3/-4, and GeoEye-1 satellites. All details about + the data provision, data access conditions and quota assignment procedure + are described into the Terms of Applicability available in Resources section. + In particular, WorldView-4 offers archive panchromatic products up to 0.31m + GSD resolution, and 4-Bands Multispectral products up to 1.24m GSD resolution + \ Band Combination: Panchromatic and 4-bands Data Processing Level: STANDARD + (2A) / VIEW READY STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 + Orthorectified Resolutions: 0.30 m, 0.40 m, 0.50 m. 0.60 m The options for + 4-Bands are the following: \\u2022 4-Band Multispectral (BLUE, GREEN, RED, + NIR1) \\u2022 4-Band Pan-sharpened (BLUE, GREEN, RED, NIR1) \\u2022 4-Band + Bundle (PAN, BLUE, GREEN, RED, NIR1) \\u2022 3-Bands Natural Colour (pan-sharpened + BLUE, GREEN, RED) \\u2022 3-Band Colored Infrared (pan-sharpened GREEN, RED, + NIR1) The list of available archived data can be retrieved using the Image + Library (https://www.euspaceimaging.com/image-library/) catalogue.\",\n \"type\": + \"Collection\",\n \"title\": \"WorldView-4 full archive\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Map-Ready-imagery-data-sheet.pdf/83b9a034-5548-1fc7-4744-8d0fdb922f52\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Map Ready + imagery data sheet - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-GeoStereo.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GeoStereo + product details - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-Stereo-Imagery.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Stereo product + details - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/view-ready-imagery-data-sheet.pdf/e1476ac6-51cc-6052-c138-844dcc0200b8\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"View Ready + imagery data sheet - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/WorldView-GeoEye-QuickBird-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"WorldView, + GeoEye, QuickBird Terms of Applicability - Access Guide\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/WorldView-4\",\n + \ \"title\": \"More collections for WorldView-4 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/081712d3-dc9b-5eee-a9f3-7c929d45f29c\",\n + \ \"title\": \"More collections for SpaceView-110 instrument\"\n }\n + \ ],\n \"id\": \"WorldView-4.full.archive\",\n \"updated\": + \"2023-06-13T13:23:43Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SpaceView-110\"],\n + \ \"platform\": [\"WorldView-4\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"1995-07-01T00:00:00.000Z\",\n + \ \"2015-12-31T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.57780/esa-1268efe\",\n \"keywords\": + [\n \"World\",\n \"Atmosphere\",\n \"Atmospheric Chemistry\",\n + \ \"Atmospheric Radiation\",\n \"Atmospheric Temperature\",\n + \ \"Climate\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n \"EARTH + SCIENCE > ATMOSPHERE > ATMOSPHERIC CHEMISTRY\",\n \"EARTH SCIENCE > + ATMOSPHERE > ATMOSPHERIC RADIATION\",\n \"EARTH SCIENCE > ATMOSPHERE + > ATMOSPHERIC TEMPERATURE\",\n \"EARTH SCIENCE > CLIMATE INDICATORS\",\n + \ \"Sun-synchronous\",\n \"GDP 5.0\",\n \"782 to 785 km\",\n + \ \"5 km\",\n \"Spectrometers\",\n \"ERS-2\",\n \"GOME\"\n + \ ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n \"description\": + \"The GOME Total Column Water Vapour (TCWV) Climate product was generated + by the Max Planck Institute for Chemistry (MPIC), and the German Aerospace + Center (DLR) within the ESA GOME-Evolution project. It is a Level 3 type product + containing homogenized time-series of the global distribution of TCWV spanning + over more than two decades (1995-2015). The data is provided as single netCDF + file, containing monthly mean TCWV (units kg/m2) with 1-degree resolution, + and is based on measurements from the satellite instruments ERS-2 GOME, Envisat + SCIAMACHY, and MetOp-A GOME-2. Details are available in the paper by Beirle + et al, 2018,. Please also consult the GOME TCWV Product Quality Readme file + before using the data. (https://earth.esa.int/eogateway/documents/20142/37627/GOME-TCWV-Product-sQuality-Readme-File.pdf)\",\n + \ \"type\": \"Collection\",\n \"title\": \"GOME Total Column Water + Vapour Climate product\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.57780/esa-1268efe\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Data-Processor-DLFE-638-PSD-4B.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME TCWV + Climate product Technical Documents - Product Specifications\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Level1-to-2-Algorithms-Description-DLFE-841-GDP-L12.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Level + 1 to 2 Algorithms Description - Technical Note\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Algorithm-Theoretical-Basis-Document-for_GOME-Total-Column-Densities-of-Ozone-And-Nitrogen-Dioxid.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Algorithm + Theoretical Basis Document for GOME Total Column Densities of Ozone and Nitrogen + Dioxide - Technical Note\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Disclaimer-2004-DLFE-640.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Disclaimer + for GOME Level-1 and Level-2 Data Products - Technical Note\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Software-Databases-For-Level1-to-2-Processing-DLFE-843-GDP-DB.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Software + Databases for Level 1 to 2 Processing - Technical Note\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Data-Validation-Report-for-ERS-2-GOME-Data-Processor-upgrade-to-version4.0-DLFE-641.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Delta Validation + Report for ERS-2 GOME Data Processor upgrade toversion 4.0 - Technical Note\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Data-Processor-DLFE-656-DLR-GOME-SUM-gdp01-ex-4.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Data + Processor Extraction Software - User Manual\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?category=Document+library&filter=gome\",\n + \ \"type\": \"text/html\",\n \"title\": \"More GOME Documents + - Other\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/instruments/gome/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Documentation related + to GOME data quality - Other\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-2\",\n + \ \"title\": \"More collections for ERS-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a58b108b-492f-54a5-b807-cb97306b6aad\",\n + \ \"title\": \"More collections for GOME instrument\"\n }\n + \ ],\n \"id\": \"GOME_Evl_ClimateProd_TCWV\",\n \"updated\": + \"2023-06-13T13:23:39Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"GOME\"],\n + \ \"platform\": [\"ERS-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2001-11-01T00:00:00.000Z\",\n + \ \"2015-03-31T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"World\",\n \"Multispectral\",\n + \ \"Panchromatic\",\n \"Pan-sharpened\",\n \"EUSI\",\n + \ \"Maxar\",\n \"GeoEye\",\n \"WorldView\",\n \"Cartosat\",\n + \ \"Vegetation\",\n \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n + \ \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n + \ \"Sun-synchronous\",\n \"Very High Resolution - VHR (0 - 5m)\",\n + \ \"High Resolution - HR (5 - 20 m)\",\n \"450 km\",\n \"16.5 + km\",\n \"Cameras\",\n \"QuickBird-2\",\n \"BGI\"\n ],\n + \ \"created\": \"2019-05-22T00:00:00.00Z\",\n \"description\": \"QuickBird + high resolution optical products are available as part of the Maxar Standard + Satellite Imagery products from the QuickBird, WorldView-1/-2/-3/-4, and GeoEye-1 + satellites. All details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability available + in Resources section. In particular, QuickBird offers archive panchromatic + products up to 0.60m GSD resolution and 4-Bands Multispectral products up + to 2.4m GSD resolution \\u2022 Panchromatic and 4-bands - Levels: STANDARD + (2A) / VIEW READY STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 + Orthorectified, MAP-READY (ORTHO) 1:50.000 Orthorectified - Resolutions: 0.30 + m, 0.40 m, 0.50 m. 0.60 m \\u2022 8-Bands - Levels: STANDARD (2A) / VIEW READY + STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 Orthorectified + - Resolutions: 0.30 m, 0.40 m, 0.50 m. 0.60 m 4-Bands being an optional + from: \\u2022\\u2022 4-Band Multispectral (BLUE, GREEN, RED, NIR1) \\u2022 + 4-Band Pan-sharpened (BLUE, GREEN, RED, NIR1) \\u2022 4-Band Bundle (PAN, + BLUE, GREEN, RED, NIR1) \\u2022 3-Bands Natural Colour (pan-sharpened BLUE, + GREEN, RED) \\u2022 3-Band Colored Infrared (pan-sharpened GREEN, RED, NIR1) + \\u2022 Natural Colour / Coloured Infrared (3-Band pan-sharpened) The list + of available archived data can be retrieved using the Image Library (https://www.euspaceimaging.com/image-library/) + catalogue.\",\n \"type\": \"Collection\",\n \"title\": \"QuickBird + full archive\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + 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\"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-GeoStereo.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GeoStereo + product details - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-Stereo-Imagery.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Stereo product + details - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/view-ready-imagery-data-sheet.pdf/e1476ac6-51cc-6052-c138-844dcc0200b8\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"View Ready + imagery data sheet - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/WorldView-GeoEye-QuickBird-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Indian Data + Terms of Applicability - Access guide\"\n 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\"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/QuickBird-2\",\n + \ \"title\": \"More collections for QuickBird-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/aee4648e-d5cc-5e77-8354-87f45367f1a9\",\n + \ \"title\": \"More collections for BGI instrument\"\n }\n + \ ],\n \"id\": \"QuickBird.full.archive\",\n \"updated\": \"2023-06-13T13:23:41Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"BGI\"],\n + \ \"platform\": [\"QuickBird-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2018-05-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Oceans\",\n \"Marine + Environment Monitoring\",\n \"Ocean Circulation\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT + MONITORING\",\n \"EARTH SCIENCE > OCEANS > OCEAN CIRCULATION\",\n \"L-Band + (19.4 - 76.9 cm)\",\n \"Sun-synchronous\",\n \"302\",\n \"758 + km\",\n \"1000 km\",\n \"Interferometric Radiometers\",\n \"SMOS\",\n + \ \"MIRAS\"\n ],\n \"created\": \"2019-05-31T00:00:00.00Z\",\n + \ \"description\": \"SMOS L3WS products are daily composite maps of the + collected SMOS L2 swath wind products for a specific day, provided with the + same grid than the Level 2 wind data (SMOS L2WS NRT) but separated into ascending + and descending passes.\\r\\rThis product is available the day after sensing + from Ifremer, in NetCDF format.\\r\\rBefore using this dataset, please check + the read-me-first note available in the Resources section below.\",\n \"type\": + \"Collection\",\n \"title\": \"SMOS L3 Daily Wind Speed\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": 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F-FCC Product + Description\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Spacebel + SA\",\n \"title\": \"More collections for Spacebel SA\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-2\",\n + \ \"title\": \"More collections for Sentinel-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/s2-msi\",\n + \ \"title\": \"More collections for MSI instrument\"\n }\n + \ ],\n \"id\": \"F-FCC\",\n \"updated\": \"2023-09-05T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Spacebel SA\",\n \"url\": \"https://www.spacebel.com\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MSI\"],\n + \ \"platform\": [\"Sentinel-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-06-22T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475 km (reference)\",\n + \ \"25 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"PlanetScope\",\n + \ \"PlanetScope Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The PlanetScope Level 1B Basic Scene and Level 3B + Ortho Scene full archive products are available as part of Planet imagery + offer. The Unrectified Asset: PlanetScope Basic Analytic Radiance (TOAR) + product is a Scaled Top of Atmosphere Radiance (at sensor) and sensor corrected + product, without correction for any geometric distortions inherent in the + imaging processes and is not mapped to a cartographic projection. The imagery + data is accompanied by Rational Polynomial Coefficients (RPCs) to enable orthorectification + by the user. This kind of product is designed for users with advanced image + processing and geometric correction capabilities. Basic Scene Product + Components and Format Product Components:\\t - Image File (GeoTIFF format) + - Metadata File (XML format) - Rational Polynomial Coefficients (XML format) + - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) + - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 4-band multispectral + image (blue, green, red, near-infrared) or 8-band (coastal-blue, blue, green + I, green, yellow, red, Rededge, near-infrared) Ground Sampling Distance:\\t + - Approximate, satellite altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: + 3.0 m-4.1 m - SuperDove: 3.7 m-4.2 m Accuracy: <10 m RMSE The Rectified + assets: The PlanetScope Ortho Scene product is radiometrically-, sensor- and + geometrically- corrected and is projected to a UTM/WGS84 cartographic map + projection. The geometric correction uses fine Digital Elevation Models (DEMs) + with a post spacing of between 30 and 90 metres. Ortho Scene Product Components + and Format Product Components:\\t - Image File (GeoTIFF format) - Metadata + File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM + File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: + 3-band natural color (red, green, blue) or 4-band multispectral image (blue, + green, red, near-infrared) or 8-band (costal-blue, blue, green I, green, yellow, + red, RedEdge, near-infrared) Ground Sampling Distance:\\t - Approximate, satellite + altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: 3.0 m-4.1 m - SuperDove: + 3.7 m-4.2 m Projection: UTM WGS84 Accuracy: <10 m RMSE PlanetScope Ortho + Scene product is available in the following: PlanetScope Visual Ortho Scene + product is orthorectified and color-corrected (using a colour curve) 3-band + RGB Imagery. This correction attempts to optimise colours as seen by the human + eye providing images as they would look if viewed from the perspective of + the satellite PlanetScope Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and corrected for surface reflection. + This data is optimal for value-added image processing such as land cover classifications. + \ PlanetScope Analytic Ortho Scene Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and calibrated to top of atmosphere + radiance. _$$Planet Explorer Catalogue$$ https://www.planet.com/explorer/ + can be accessed (Planet registration requested) to discover and check the + data readiness. It is worth to mention that the data distribution is based + on Data Voucher, corresponding to maximum amount of square kilometers can + be ordered and downloaded by the project in a maximum period of 15 moths (this + duration cannot be extended) starting from the project proposal acceptance + date. Each Date Voucher includes PlanetScope tile view streaming access for + a total of 20,000 tiles per calendar month during the project period. All + details about the data provision, data access conditions and quota assignment + procedure are described in the _$$Terms of Applicability$$ https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf + available in Resources section.\",\n \"type\": \"Collection\",\n \"title\": + \"PlanetScope Full Archive\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf?text=Combined-Imagery-Product-Spec.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.planet.com/explorer/\",\n \"type\": + \"text/html\",\n \"title\": \"Planet Explorer Catalogue - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/PlanetScope\",\n + \ \"title\": \"More collections for PlanetScope platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/94314806-9c68-521a-87e2-8cd838eb9de0\",\n + \ \"title\": \"More collections for PlanetScope Camera instrument\"\n + \ }\n ],\n \"id\": \"PlanetScope.Full.Archive\",\n \"updated\": + \"2023-06-13T13:23:41Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"PlanetScope + Camera\"],\n \"platform\": [\"PlanetScope\"]\n }\n },\n {\n + \ \"extent\": {\n \"spatial\": {\"bbox\": [[\n -10,\n + \ 30,\n 50,\n 80\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2019-02-01T00:00:00.000Z\",\n null\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"Europe\",\n \"Zone of Exclusivity\",\n \"Agriculture\",\n + \ \"Soil Moisture\",\n \"Energy and Natural Resources\",\n \"Terrestrial + Hydrosphere\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH + SCIENCE > AGRICULTURE > SOILS > SOIL MOISTURE/WATER CONTENT\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > ECONOMIC RESOURCES\",\n \"EARTH SCIENCE + > TERRESTRIAL HYDROSPHERE\",\n \"L-Band (19.4 - 76.9 cm)\",\n \"Sun-synchronous\",\n + \ \"High Resolution - HR (5 - 20 m)\",\n \"Medium Resolution + - MR (20 - 500 m)\",\n \"620 km\",\n \"14-66 km (beam dependent) + for stripmap 108-235 km (beam dependent) for topsar\",\n \"Imaging + Radars\",\n \"SAOCOM-1A\",\n \"SAOCOM-1B\",\n \"SAOCOM-SAR\"\n + \ ],\n \"created\": \"2021-10-27T00:00:00.00Z\",\n \"description\": + \"This collection provides access to the SAOCOM products acquired in the ASI + Zone of Exclusivity, that correspond mainly to the European territory plus + the international waters in front of North Africa and the Middle East, archived + and catalogued in the ASI/CONAE dissemination system.\",\n \"type\": + \"Collection\",\n \"title\": \"SAOCOM data products\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.asi.it/en/earth-science/saocom/\",\n + \ \"type\": \"text/html\",\n \"title\": \"ASI SAOCOM portal + - Web site\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"http://saocom.asi.it:8081/\",\n \"type\": \"text/html\",\n + \ \"title\": \"ASI SAOCOM Data Hub - Catalogue\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.asi.it/wp-content/uploads/2021/07/SAOCOM-membership-guide-1.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Membership + guide - User Guide\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://catalogos.conae.gov.ar/catalogo/docs/SAOCOM/SAOCOM-1_SAR_Level-1_Product-Format_13Jan2020.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Level1 Products + Format - Product Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SAOCOM-1A\",\n + \ \"title\": \"More collections for SAOCOM-1A platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SAOCOM-1B\",\n + \ \"title\": \"More collections for SAOCOM-1B platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a0042d58-dc4b-5cca-ab2a-d849b4db3e73\",\n + \ \"title\": \"More collections for SAOCOM-SAR instrument\"\n }\n + \ ],\n \"id\": \"SAOCOM.data.products\",\n \"updated\": \"2023-06-13T13:23:42Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SAOCOM-SAR\"],\n + \ \"platform\": [\n \"SAOCOM-1A\",\n \"SAOCOM-1B\"\n + \ ]\n }\n },\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -90,\n 180,\n 90\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"2018-05-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Oceans\",\n \"Marine + Environment Monitoring\",\n \"Ocean Circulation\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT + MONITORING\",\n \"EARTH SCIENCE > OCEANS > OCEAN CIRCULATION\",\n \"L-Band + (19.4 - 76.9 cm)\",\n \"Sun-synchronous\",\n \"302\",\n \"758 + km\",\n \"1000 km\",\n \"Interferometric Radiometers\",\n \"SMOS\",\n + \ \"MIRAS\"\n ],\n \"created\": \"2019-05-31T00:00:00.00Z\",\n + \ \"description\": \"SMOS L3WS products are daily composite maps of the + collected SMOS L2 swath wind products for a specific day, provided with the + same grid than the Level 2 wind data (SMOS L2WS NRT) but separated into ascending + and descending passes.\\r\\rThis product is available the day after sensing + from Ifremer, in NetCDF format.\\r\\rBefore using this dataset, please check + the read-me-first note available in the Resources section below.\",\n \"type\": + \"Collection\",\n \"title\": \"SMOS L3 Daily Wind Speed\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"root\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"type\": \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n + \ },\n {\n \"rel\": \"parent\",\n \"href\": + \"https://emc.spacebel.be\",\n \"title\": \"collections\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SMOS\",\n + \ \"title\": \"More collections for SMOS platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5cda1e1d-7fb8-59c0-8a37-eaceff0ce027\",\n + \ \"title\": \"More collections for MIRAS instrument\"\n }\n + \ ],\n \"id\": \"L3SW_Open\",\n \"updated\": \"2023-06-13T13:23:42Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MIRAS\"],\n + \ \"platform\": [\"SMOS\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2020-07-09T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Level 2C assisted wind fields assimilation + processing\",\n \"Atmosphere\",\n \"Atmospheric Indicators\",\n + \ \"Atmospheric Winds\",\n \"Climate\",\n \"EARTH SCIENCE + > ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n + \ \"EARTH SCIENCE > CLIMATE INDICATORS\",\n \"UV (0.01 - 0.4 + \xB5m)\",\n \"Sun-synchronous\",\n \"Horizontal resolution at + observation scale for Rayleigh/Mie: 87/10 km 250-2000 m vertical resolution\",\n + \ \"ALD_U_N_2C\",\n \"320 km\",\n \"Lidar/Laser Sounders\",\n + \ \"Aeolus\",\n \"ALADIN\"\n ],\n \"created\": \"2023-02-17T00:00:00.00Z\",\n + \ \"description\": \"The Level 2C wind product of the Aeolus mission provides + ECMWF analysis horizontal wind vectors at the geolocations of assimilated + L2B HLOS wind components. The L2C can therefore be described as an Aeolus-assisted + horizontal wind vector product. The L2C is a distinct product, however the + L2C and L2B share a common Earth Explorer file template, with the L2C being + a superset of the L2B. The L2C consists of extra datasets appended to the + L2B product with information which are relevant to the data assimilation of + the L2B winds.\",\n \"type\": \"Collection\",\n \"title\": \"Aeolus + Level 2C assisted wind fields resulting from NWP Numerical Weather Prediction + assimilation processing\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Level2-Algorithm-Theoretical-Basis-Document.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B + Algorithm Theoretical Baseline Document - Level 2B processor algorithm description\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-L2B-2C-Input-Output-DD-ICD.pdf/2321b6a0-27d0-b628-771e-fcca4928bc32\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B/2C + Processor Input/Output Data Definitions Interface Control Document - Level + 2B/2C data definition\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Sensor-and-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus Sensor + and Product Description - Aeolus Sensor and Product Description\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Aeolus\",\n + \ \"title\": \"More collections for Aeolus platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a032cde6-16e3-5940-988e-f6d79870d14c\",\n + \ \"title\": \"More collections for ALADIN instrument\"\n }\n + \ ],\n \"id\": \"L2C_Wind_products\",\n \"updated\": \"2023-06-13T13:23:39Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"ALADIN\"],\n + \ \"platform\": [\"Aeolus\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -84,\n 180,\n + \ 84\n ]]},\n \"temporal\": {\"interval\": [[\n \"2013-11-13T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475-575 km\",\n + \ \"8 km at nadir for SkySat-1 to -2, 6.6 km at nadir for SkySat-3 to + -13\",\n \"Imaging Spectrometers/Radiometers\",\n \"SkySat\",\n + \ \"SkySat Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The SkySat Level 2B Basic Scene, Level 3B Ortho Scene + and Level 3B Consolidated full archive and new tasking products are available + as part of Planet imagery offer. The SkySat Basic Scene product is uncalibrated + and in a raw digital number format, not corrected for any geometric distortions + inherent in the imaging process. Rational Polynomial Coefficients (RPCs) is + provided to enable orthorectification by the user. Basic Scene Product Components + and Format Processing levels\\t/\\t- Analytic (unorthorectified, radiometrically + corrected, multispectral BGRN); - Analytic DN (unorthorectified, multispectral + BGRN); - Panchromatic DN (unorthorectified, panchromatic)\\t// Product Components + and Format\\t/\\t- Image File (GeoTIFF format); - Metadata File (JSON format); + - Rational Polynomial Coefficients (Text File); - UDM File (GeoTIFF format)\\t// + Image configuration\\t/\\t- 4-band Analytic DN Image (Blue, Green, Red, NIR); + - 1-band Panchromatic DN Image (Pan)\\t// Ground Sampling Distance\\t/\\t3.7 + m at nadir (average at reference altitude 475 km)\\t// Ground Sampling Distance + (nadir)\\t/\\t- Panchromatic 0.86m and Multispectral 1.0m for SkySat-1&2; + - Panchromatic 0.65m and Multispectral 0.8m for SkySat-3 to 13 (0.72 m and + 1.0m for data acquired before 30/06/2020)\\t// Accuracy\\t/\\t<50 m RMSE\\t// + \ The SkySat Ortho Scene is sensor- and geometrically-corrected (by using + DEMs with a post spacing of between 30 and 90 meters) and is projected to + a cartographic map projection; the accuracy of the product will vary from + region to region based on available GCPs. Different products are available: + \ - The SkySat Visual Ortho Scene product is orthorectified, pansharpened, + and color-corrected (using a color curve) 3-band RGB Imagery - The SkySat + Pansharpened Multispectral Scene product is orthorectified, pansharpened 4-band + BGRN Imagery - The SkySat Analytic DN Ortho Scene product is orthorectified, + multispectral BGRN, uncalibrated, digital number imagery product. The product + has been processed to remove distortions caused by terrain; It eliminates + the perspective effect on the ground (not on buildings), restoring the geometry + of a vertical shot. Transformation to at-sensor radiance is not included - + The SkySat Panchromatic DN Ortho Scene product is orthorectified, panchromatic, + uncalibrated, digital number imagery product. It has a finer GSD than the + Analytic Product. Transformation to at-sensor radiance is not included. - + The SkySat Analytic Ortho Scene are calibrated multispectral imagery products + with radiometric corrections applied to correct for any sensor artifacts and + transformation to top-of-atmosphere radiance. - The SkySat Consolidated Product + are Ortho Collect product created by composing ~60 SkySat Ortho Scenes (Visual, + Pansharpened Multispectral, Analytic DN, Panchromatic DN) along an imaging + strip into segments. Ortho Scene Product Components and Format \\t/\\tVisual + Ortho\\t/\\tPansharpened Multispectral\\t/\\tAnalytic DN Ortho\\t/\\tPanchromatic + DN Ortho\\t/\\tAnalytic Ortho\\t// Product Components and Format\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF); Metadata + File (JSON format); Rational Polynomial Coefficients (Text File); UDM File + (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); Metadata File (JSON format); + Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format);\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); + Metadata File (JSON format); Rational Polynomial Coefficients (Text File); + UDM File (GeoTIFF format)\\t// Image configuration\\t/\\t3-band Pansharpened + Image (PS Red, PS Green, PS Blue)\\t/\\t4-band Pansharpened Image (PS Blue, + PS Green, PS Red, PS NIR)\\t/\\t4-band Analytic DN Image (B, G, R, N)\\t/\\t1-band + Panchromatic Image\\t/\\t4-band Analytic Image (B, G, R, N)\\t// Ground Sampling + Distance\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t// + Projection\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM + WGS84\\t// Accuracy\\t/\\t<10 m RMSE\\t/\\t<10 m RMSE\\t/\\t<10 m + RMSE\\t/\\t<10 m RMSE\\t/\\tradiometric accuracy: +/- 5% Relative accuracy + at < 10 degrees off-nadir angle\\t// The products are available as part + of the Planet provision from RapidEye, Skysat and PlanetScope constellations. + SkySat collection has worldwide coverage: The Planet Explorer Catalogue can + be accessed (Planet registration requested) to discover and check the data + readiness. All details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability (https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf).\",\n + \ \"type\": \"Collection\",\n \"title\": \"SkySat Full Archive and + New Tasking\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://www.planet.com/products/#satellite-imagery\",\n \"type\": + \"text/html\",\n \"title\": \"Planet products - Web site\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SkySat-tasking-request-form.pdf/075f845e-13bd-36e2-4743-3aeb2053c61c\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SkySat Tasking + Request Form - Access guide\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf/91fdeed4-2efe-1bed-8058-1dddb6e14fa6\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SkySat\",\n + \ \"title\": \"More collections for SkySat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/429a0634-46aa-518a-ac92-b5bcec0315d4\",\n + \ \"title\": \"More collections for SkySat Camera instrument\"\n }\n + \ ],\n \"id\": \"SkySat.Full.Archive.and.New.Tasking\",\n \"updated\": + \"2023-06-13T13:23:42Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SkySat + Camera\"],\n \"platform\": [\"SkySat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2009-08-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GEOSAT\",\n \"DIMAP\",\n + \ \"TIFF\",\n \"Vegetation\",\n \"Agriculture\",\n \"Forestry\",\n + \ \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n \"EARTH SCIENCE + > AGRICULTURE\",\n \"EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > TERRESTRIAL + ECOSYSTEMS > FORESTS\",\n \"VIS (0.40 - 0.75 \xC2\xB5m)\",\n \"NIR + (0.75 - 1.30 \xC2\xB5m)\",\n \"Sun-synchronous\",\n \"Medium + Resolution - MR (20 - 500 m)\",\n \"663 km\",\n \"625 km\",\n + \ \"Cameras\",\n \"GEOSAT-1\",\n \"SLIM6\"\n ],\n + \ \"created\": \"2019-05-22T00:00:00.00Z\",\n \"description\": \"GEOSAT-1 + full archive and new tasking products are available at 22 m resolution in + two processing levels.\\r\\rL1R (Basic Geopositioned): All 3 spectral channels + combined into a band-registered image. Geopositioned product based on sensor + model. Coefficients derived from satellite orientation parameters coming from + telemetry and appended to metadata\\rL1T (L1R orthorectified): Orthorectified + to sub-pixel accuracy (10 metres RMS error approximately) with respect to + Landsat ETM+ reference data and hole-filled seamless SRTM DEM data V3, 2006 + (90 m)\\rGEOSAT-1 products are provided in DIMAP format. The image products + are delivered in the TIFF and GeoTIFF image formats by default. All products + can be provided in False Colours (R,G,NIR) or Natural Colours (R, G, Synthetic + Blue).\\r\\rAll details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability available + in Resources section.\\r\\rThe list of available archived data can be retrieved + using the GEOSAT catalogue (https://catalogue.geosat.space/cscda/extcat/)\\rAll + details about the data provision, data access conditions and quota assignment + procedure are described into the Terms of Applicability available in Resources + section. \\r\\rThe list of available archived data can be retrieved using + the Deimos catalogue (http://www.deimos-imaging.com/catalogue).\",\n \"type\": + \"Collection\",\n \"title\": \"GEOSAT-1 full archive and tasking\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": 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\"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/GEOSAT-1\",\n + \ \"title\": \"More collections for GEOSAT-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5cc6eaab-0ddc-572f-a1b7-afa52ea5333d\",\n + \ \"title\": \"More collections for SLIM6 instrument\"\n }\n + \ ],\n \"id\": \"Geosat-1.Full.archive.and.tasking\",\n \"updated\": + \"2023-06-13T13:23:40Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SLIM6\"],\n + \ \"platform\": [\"GEOSAT-1\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-06-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GNSS\",\n \"AIS\",\n + \ \"ADS-B\",\n \"Atmosphere\",\n \"Ionosphere and Magnetosphere + Dynamics\",\n \"Weather Events\",\n \"Oceans\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"EARTH SCIENCE > SUN-EARTH INTERACTIONS + > IONOSPHERE/MAGNETOSPHERE DYNAMICS\",\n \"EARTH SCIENCE > ATMOSPHERE + > WEATHER EVENTS\",\n \"EARTH SCIENCE > OCEANS\",\n \"Sun-synchronous\",\n + \ \"500 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Spire\",\n + \ \"AIRSAFE\",\n \"SENSE\",\n \"STRATOS\"\n ],\n + \ \"created\": \"2020-09-04T00:00:00.00Z\",\n \"description\": \"The + data collected by Spire from it's 110 satellites launched into Low Earth + Orbit (LEO) has a diverse range of applications, from analysis of global trade + patterns and commodity flows to aircraft routing to weather forecasting. The + data also provides interesting research opportunities on topics as varied + as ocean currents and GNSS-based planetary boundary layer height. The following + products can be requested: ADS-B Data Stream Global ADS-B satellite data + observed by Spire satellites and processed through the ground stations network. + Historical ADS-B data older than 6 months can be delivered as data cuts containing + CSV file(s) accessible through a Web Service or Cloud storage solutions. Live + ADS-B data is available through a streaming API, and recent historical data + can be accessed through a REST API. Data is distributed as a monthly subscription: + historical data can be requested starting from 3 December 2008, the time period + for live data starts from a user-defined date and continues for 30 days. AIS + AIS messages include satellite AIS (S-AIS) as observed by Spire satellites + and terrestrial AIS (T-AIS) from third party sensor stations (up to 40 million + messages per day). Historical AIS data are delivered as a cvs file with availability + back to June 2016 or via Historical API from December 2018; live AIS data + are pushed to end users via TCP or through Messages API. Data is distributed + as a monthly subscription, from a user-defined date and continues for a 30 + day period. GNSS-Radio Occultation GNSS Radio Occultation (GNSS-RO) measurements + are collected globally on a continuous basis, generating profiles of the Earth\\u2019s + atmosphere. Derived Level 1 and Level 2 products include both atmospheric + and ionospheric products. Historical data for most of the GNSS-RO products + are available from December 2018 to the present. Near real-time (within 90 + minutes or less latency from collection to delivery) GNSS-RO profiles are + also available upon request. GNSS Reflectometry GNSS Reflectometry (GNSS-R) + is a technique to measure Earth\\u2019s surface properties using reflections + of GNSS signals in the form of a bistatic radar. Spire collects two types + of GNSS-R data: conventional, near-nadir incidence LHCP reflections collected + by the Spire GNSS-R satellites (e.g., Spire GNSS-R \\u201cBatch-1\\u201d satellites) + and grazing angle (i.e., low elevation angle) RHCP reflections collected by + the Spire GNSS-RO satellites. Derived Level 1 and Level 2 products are available, + as well as some special Level 0 raw intermediate frequency (IF) data. Historical + grazing angle GNSS-R data are available from May 2019 to the present, while + conventional GNSS-R data are available from December 2020 to the present. + \ Name: Automatic Identification System (AIS) Description: The automatic identification + system (AIS) is an automatic tracking system that uses transponders on ships + and is used by vessel traffic services. Spire data includes satellite AIS + (S-AIS) as observed by Spire satellites and terrestrial AIS (T-AIS) from third + party sensor stations. Data format and content: .parquet.gz files The AIS + files contain time-series data on received AIS messages, both the raw NMEA + message and added post-processing data for each message. Application: Supply + chain analysis, commodity trading, identification of illegal fishing or dark + targets, ship route and fuel use optimization, analysis of global trade patterns, + anti-piracy, autonomous vessel software, ocean currents. Name: Automatic + Dependent Surveillance-Broadcast (ADS-B) Description: Spire AirSafe ADS-B + products give access to satellite and terrestrial ADS-B data from captured + aircrafts. Data format and content: .csv.gz files The decompressed csv file + contains a list of hexadecimal representations of ADS-B messages associated + with the timestamp they were received on the satellite. Application: Fleet + management, ICAO regulatory compliance, route optimization, predictive maintenance, + global airspace, domain awareness. Name: Global Navigation Satellite System + Radio Occultation (GNSS-RO) Description: GNSS atmospheric radio occultation + (GNSS-RO) relies on the detection of a change in a radio signal as it passes + through a planet's atmosphere, i.e. as it is refracted by the atmosphere. + This data set contains precise orbit determination (POD) solutions, satellite + attitude information, high-rate occultation observations, excess phase, and + derived atmospheric dry temperature profiles. Data format and content: podObs*.rnx + This file contains raw pseudorange, carrier phase, Doppler frequency, and + signal-to-noise measurements for each observed GPS signal from a single Spire + satellite which allow to estimate the positions and velocities of each Spire + satellite and also used to derive ionospheric total electron content data. + leoOrb*.sp3 This file contains the estimated position, velocity and receiver + clock error of a given Spire satellite after processing of the POD observation + file leoAtt*.log It contains 1 Hz rate quaternion information measured from + a single Spire satellite describing the satellite orientation. opnGns*ro.bin, + opnGns*rst.bin these files contain raw measurements from the occulting GNSS + satellite (one for each signal frequency) and raw phase data from one or more + reference GNSS satellites. atmPhs* The file contains occultation excess phase + delay. Also contains SNR values, ransmitter and receiver positions and open + loop model information. atmPrf*.nc The file contains profiles of atmospheric + dry pressure, dry temperature and neutral refractivity as a function of altitude + produced from full processing of one occultation event. bfrPrf*.bufr The file + contains derived profiles of dry pressure, dry temperature, refractivity and + bending angle for each occultation. Application:\\tAtmospheric profiles of + pressure, dry temperature, bending angle, and refractivity used in numerical + weather prediction data assimilation and climate change studies. Name: Raw + IF samples from GNSS-RO satellites Description: Raw intermediate frequency + (IF) sampled data (I/Q) from the GNSS receiver front-end of GNSS-RO satellites. + Data format and content: rocRIF*.zip Binary raw IF data and associated ancillary + data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-RO studies, GNSS RFI and jamming monitoring, research. Name: Raw IF + samples from GNSS-R satellites Description: Raw intermediate frequency (IF) + sampled data (I/Q) from the GNSS receiver front-end of conventional GNSS-R + satellites. Data format and content: gbrRIF*.zip Binary raw IF data and associated + ancillary data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-R studies, GNSS RFI and jamming monitoring, research, etc. Name: Grazing + angle GNSS-R observations Description: During grazing angle GNSS-R events, + signal reflection at two frequencies is observed through the limb-facing antenna + and is trackedusing an open-loop tracking technique thatrelies on a model + topredict the propagationdelay and Doppler of thereflected signal. Simultaneous + open-looptracking of the signaldirectly along theline-of-sight from thetransmitter + to thereceiver is alsoperformed to provideadditional data that maybenecessary + for signalcalibration. The mainoutput of the open-looptracking are in-phase + (I)and quadrature (Q)accumulation samples(nominally at 50 Hz),which represent + the residual Doppler (phase) from the model. Data format and content: grzObs*.nc + L1A filecontains rawopen loopcarrier phasemeasurementsat 50 Hzsampling forgrazingangleGNSS-Rreflectionscaptured + in the GNSS-RO RHC Pantennas, (bothdirect andreflectedsignals) on GNSS-RO + satellites. Application: Sea surface and sea ice height extent, and classification. + \ Name: Georeferenced grazing angle GNSS-R observations Description: The low-levelobservations + of the high-rate grazing angle GNSS-R observationsbut withthegeoreferenced + bistatic radar parameters of the satellite receiver,specular reflection, and + GNSS transmitter included. Data format and content: grzRfl*.nc L1B file contains + the georeferenced grazing angle GNSS-R data collected by Spire GNSS-RO satellites, + including the low-level observables and bistatic radar geometries (e.g., receiver, + specular reflection, and the transmitter locations). Application: Sea surface + and sea ice height extent, and classification Name: GNSS-R calibrated bistatic + radar reflectivities Description: Higher level product used to derive land-surface + reflectivity. Data format and content: gbrRfl*.nc L1A along-track calibrated + relative power between reflected and direct signals (e.g., bistatic radar + reflectivities) measured by Spire conventional GNSS-R satellites. Application: + GNSS-R studies, soil moisture, ocean wind, and sea ice applications Name: + GNSS-R calibrated bistatic radar cross-sections Description: Higher level + product used to derive ocean surface roughness products. Data format and content: + gbrRCS*.nc L1B along-track calibrated and normalized bistatic radar cross-sections + measured by Spire conventional GNSS-R satellites. Application: GNSS-R studies, + ocean wind and sea ice applications Name: Combined Surface Soil Moisture + Description: Combined CYGNSS and SMAP soil moisture data are provided as a + combined surface soil moisture (COMB-SSM) product in two data level formats: + L2U1 and L3U1. 6 x 6 km grid cell. L-band measurements of surface soil moisture + benefit from better vegetation penetration in comparison to traditional C-band + measurements. Data format and content: COMB-SSM.nc This file contains the + combined data product containing measurements from both CYGNSS and SMAP reported + on a 6 km global Equi7Grid grid. Application: Agriculture, crop insurance, + farming solutions, climatology, terrain awareness, peatlands and wetlands + monitoring etc. Name: Ionosphere total electron content Description: Spire + routinely collects and processes a large volume of total electron content + (TEC) data, representing the line-of-sight integration of electron density + between a Spire satellite and a GNSS satellite. Each file contains line-of-sight + ionospheric total electron content (TEC) estimates derived for a \\u2018single + viewing arc\\u2019 contained in the POD observation file. Viewing arcs are + at least 10 minutes in duration. Data format and content: podTec*.nc This + file contains the line-of-sight total electron content with associated orbital + information. Application: Space weather research, tsunamigenic earthquakes, + weather applications, space situational awareness (SSA), autonomous vehicles + etc Name: Ionosphere scintillation Description: The scintillation index for + each GNSS frequency is computed onboard the spacecraft. This index provides + a measure of the fluctuations of the GNSS signal over the course of 10 seconds + caused by propagation of the radio signals through electron density irregularities + in the ionosphere. After the raw indices are downlinked to the ground, they + are packaged along with associated metadata such as orbit position to create + the final scintillation data product. Data format and content: scnLv1*.nc + This file contains on-board computed scintillation data (S4 only) with associated + orbital information Application: Space weather research, solar events, TIDs, + weather applications positioning and navigation, communications etc. Name: + Electron density profile Description: Electron density profiles are retrieved + as a function of altitude. Electron density profiles are processed from podTec + netcdf files, which span a sufficient elevation angle range. A standard Abel + inversion algorithm is applied to retrieve the profiles. Data format and content: + ionPrf*.nc This file contains electron density profile retrieved from podTec + files spanning appropriate elevation angle range Application: Space weather + research, solar events, TIDs, weather applications positioning and navigation, + communications. The products are available as part of the Spire provision + with worldwide coverage. All details about the data provision, data access + conditions and quota assignment procedure are described in the Terms of Applicability + (https://earth.esa.int/eogateway/documents/20142/37627/SPIRE-Terms-Of-Applicability.pdf/0dd8b3e8-05fe-3312-6471-a417c6503639).\",\n + \ \"type\": \"Collection\",\n \"title\": \"Spire live and historical + data\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n 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\"https://earth.esa.int/eogateway/documents/20142/37627/Spire-Product-Guide.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Spire Product + Guide - Product Description\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SPIRE-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Spire Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ 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max-age=31536000 ; includeSubDomains + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - DENY + X-Served-By: + - emc.spacebel.be + X-XSS-Protection: + - 1; mode=block + status: + code: 200 + message: '' +- request: + body: null + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + User-Agent: + - python-requests/2.32.3 + method: GET + uri: https://emc.spacebel.be/collections?datetime=2024-01-01T00%3A00%3A01Z%2F2024-01-01T00%3A00%3A10Z&startRecord=11 + response: + body: + string: "{\n \"collections\": [\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -90,\n 180,\n 90\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"2012-10-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Multispectral\",\n \"Panchromatic\",\n + \ \"Pansharpened\",\n \"Pleiades\",\n \"Agriculture\",\n + \ \"Afforestation/Reforestation\",\n \"Crops and Yields\",\n + \ \"Forest Fires\",\n \"Landscape\",\n \"Topography\",\n + \ \"Weather Events\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH + SCIENCE > AGRICULTURE > FOREST SCIENCE > AFFORESTATION/REFORESTATION\",\n + \ \"EARTH SCIENCE > AGRICULTURE > AGRICULTURAL PLANT SCIENCE > CROP/PLANT + YIELDS\",\n \"EARTH SCIENCE > AGRICULTURE > FOREST SCIENCE > FOREST + FIRE SCIENCE\",\n \"EARTH SCIENCE > LAND SURFACE > LANDSCAPE\",\n \"EARTH + SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE + > WEATHER EVENTS\",\n \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 + - 1.30 \xB5m)\",\n \"SWIR (1.3 - 3.0 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"High Resolution + - HR (5 - 20 m)\",\n \"832 km for SPOT-1 to 5, 694 km for SPOT-6 and + 7\",\n \"60 km\",\n \"Cameras\",\n \"SPOT 6\",\n \"SPOT + 7\",\n \"NAOMI\"\n ],\n \"created\": \"2019-07-16T00:00:00.00Z\",\n + \ \"description\": \"The SPOT 6 and 7 satellites ensure data continuity + with the no longer operational SPOT 5 satellite and provide an archive of + very high resolution optical acquisition as well as the possibility to task + the satellites for new acquisitions. Following the completion of the SPOT + 7 mission in March 2023, new acquisition tasking is only available for the + SPOT 6 satellite. The ortho-products are automatically generated by the SPOT + 6 and 7 ground segment, based on SRTM database or Reference3D when available. + The projection available for SPOT 6 and 7 ortho-products is UTM, datum WGS84. + \ Bands combinations: - Pansharpened: colour image at 1.5 m resolution - Bundle: + 1.5 m panchromatic image and 6 m multispectral image Geometric processing + levels: - Primary: The Primary product is the processing level closest to + the natural image acquired by the sensor. This product restores perfect collection + conditions: the sensor is placed in rectilinear geometry, and the image is + clear of all radiometric distortion. - Standard Ortho: The Ortho product is + a georeferenced image in Earth geometry, corrected from acquisition and terrain + off-nadir effects. - Tailored ortho: Aside from the Standard Ortho product, + when different specifications are needed, a custom orthorectification, with + a more precise 3D model provided by the client or acquired for the purpose, + can be provided on demand.\",\n \"type\": \"Collection\",\n \"title\": + \"SPOT 6 & 7 full archive and tasking\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.intelligence-airbusds.com/satellite-data/\",\n + \ \"type\": \"text/html\",\n \"title\": \"SPOT-6 to 7 products + description - Other\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"http://www.intelligence-airbusds.com/spotmaps/\",\n + \ \"type\": \"text/html\",\n \"title\": \"SPOTMaps technical + information - Other\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/1586698/SPOTMaps2.5.kmz\",\n + \ \"title\": \"SPOTMaps 2.5 geographical coverage - Other\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SPOT-6-7-imagery-user-guide.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SPOT 6&7 + Imagery User Guide - Product Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://www.intelligence-airbusds.com/imagery/constellation/pleiades-neo/how-to-order/\",\n + \ \"type\": \"text/html\",\n \"title\": \"OneAtlas guides + - Data Access Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.intelligence-airbusds.com/en/4871-geostore-ordering\",\n + \ \"type\": \"text/html\",\n \"title\": \"GeoStore Catalogue + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://oneatlas.airbus.com/\",\n \"type\": + \"text/html\",\n \"title\": \"OneAtlas Living Library - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/SPOT-Pleiades-data-terms-of-applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SPOT and + Pleiades Terms of Applicability - Access Guide\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? 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Standard atmospheric + correction (Rayleigh channel), receiver response and bias correction is applied. + The product is generated within 3 hours after data acquisition.\",\n \"type\": + \"Collection\",\n \"title\": \"Aeolus preliminary HLOS (horizontal line-of-sight) + wind observations for Rayleigh and Mie receivers\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Sensor-and-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus Sensor + and Product Description - Aeolus Sensor and Product Description\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Aeolus\",\n + \ \"title\": \"More collections for Aeolus platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a032cde6-16e3-5940-988e-f6d79870d14c\",\n + \ \"title\": \"More collections for ALADIN instrument\"\n }\n + \ ],\n \"id\": \"L1B_Wind_Products\",\n \"updated\": \"2023-06-15T11:50:19Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"ALADIN\"],\n + \ \"platform\": [\"Aeolus\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2010-04-08T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"sci:doi\": \"10.5270/CR2-120cf4c\",\n \"keywords\": [\n \"World\",\n + \ \"DIF10\",\n \"Ice Product\",\n \"ice-sheet elevation\",\n + \ \"sea-ice freeboard\",\n \"altimeter\",\n \"Oceans\",\n + \ \"EARTH SCIENCE > OCEANS\",\n \"Snow and Ice\",\n \"EARTH + SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > TERRESTRIAL + HYDROSPHERE > SNOW/ICE\",\n \"Inclined, non-sun-synchronous\",\n \"FDM\",\n + \ \"LRM\",\n \"SAR\",\n \"SARIn\",\n \"GRD\",\n + \ \"GOP\",\n \"IOP\",\n \"Radar Altimeters\",\n \"CryoSat-2\",\n + \ \"SIRAL\"\n ],\n \"created\": \"2019-06-04T00:00:00.000Z\",\n + \ \"description\": \"CryoSat's primary payload is the SAR/Interferometric + Radar Altimeter (SIRAL) (https://earth.esa.int/eogateway/instruments/siral) + which has extended capabilities to meet the measurement requirements for ice-sheet + elevation and sea-ice freeboard. CryoSat also carries three star trackers + for measuring the orientation of the baseline. In addition, a radio receiver + called Doppler Orbit and Radio Positioning Integration by Satellite (DORIS) + and a small laser retroreflector ensures that CryoSat's position will be accurately + tracked. More detailed information on CryoSat instruments is available on + the CryoSat mission page. The following CryoSat datasets are available and + distributed to registered users: Level 1B and L2 Ice products: FDM, LRM, + SAR and SARIn Consolidated Level 2 (GDR): (LRM+SAR+SARIN) consolidated ice + products over an orbit Intermediate Level 2 Ice products: LRM, SAR and SARIn + L1b and L2 Ocean Products: GOP and IOP CryoTEMPO EOLIS Point Products CryoTEMPO + EOLIS Gridded Products Detailed information concerning each of the above + datasets is available in the CryoSat Products Overview (https://earth.esa.int/eogateway/missions/cryosat/products) + and in the news item: CryoSat Ocean Products now open to scientific community + (https://earth.esa.int/web/guest/missions/esa-operational-eo-missions/cryosat/news/-/asset_publisher/47bD/content/cryosat-ocean-products-now-open-to-scientific-community). + \ CryoSat Level 1B altimetric products contain time and geo-location information + as well as SIRAL measurements in engineering units. Calibration corrections + are included and have been applied to the window delay computations. In Offline + products, geophysical corrections are computed from Analysis Auxiliary Data + Files (ADFs), whereas in FDM products corrections are computed for Forecast + ADFs. All corrections are included in the data products and therefore the + range can be calculated by taking into account the surface type. The Offline + Level 2 LRM, SAR and SARIn ice altimetric products are generated 30 days after + data acquisition and are principally dedicated to glaciologists working on + sea-ice and land-ice areas. The Level 2 FDM products are near-real time ocean + products, generated 2-3 hours after data acquisition, and fulfill the needs + of some ocean operational services. Level 2 products contain the time of measurement, + the geo-location and the height of the surface. IOP and GOP are outputs of + the CryoSat Ocean Processor. These products are dedicated to the study of + ocean surfaces, and provided specifically for the needs of the oceanographic + community. IOP are generated 2-3 days after data sensing acquisition and use + the DORIS Preliminary Orbit. GOP are typically generated 30 days after data + sensing acquisition and use the DORIS Precise Orbit. Geophysical corrections + are computed from the Analysis ADFs, however following the oceanographic convention + the corrections are available but not directly applied to the range (as for + FDM). The CryoSat ThEMatic PrOducts (Cryo-TEMPO) projects aim to deliver + a new paradigm of simplified, harmonized, and agile CryoSat-2 products, that + are easily accessible to new communities of non-altimeter experts and end + users. The Cryo-TEMPO datasets include dedicated products over five thematic + areas, covering Sea Ice, Land Ice, Polar Ocean, Coastal Ocean and Inland Water, + together with a novel SWATH product (CryoTEMPO-EOLIS) that exploits CryoSat's + SARIn mode over ice sheet margins. The standard Cryo-TEMPO products include + fully-traceable uncertainties and use rapidly evolving, state-of-the-art processing + dedicated to each thematic area. Throughout the project, the products will + be constantly evolved, and validated by a group of Thematic Users, thus ensuring + optimal relevance and impact for the intended target communities. More information + on the Cryo-TEMPO products can be found on the Project Website (http://cryosat.mssl.ucl.ac.uk/tempo/index.html). + The CryoTEMPO-EOLIS swath product exploits CryoSat's SARIn mode and the novel + Swath processing technique to deliver increased spatial and temporal coverage + of time-dependent elevation over land ice, a critical metric for tracking + ice mass trends in support to a wide variety of end-users. The CryoTEMPO-EOLIS + swath product exploits CryoSat's SARIn mode and the novel Swath processing + technique to deliver increased spatial and temporal coverage of time-dependent + elevation over land ice, a critical metric for tracking ice mass trends in + support to a wide variety of end-users.The dataset consists of systematic + reprocessing of the entire CryoSat archive to generate new L2-Swath products, + increasing data sampling by 1 to 2 orders of magnitude compared with the operational + L2 ESA product. In addition, the EOLIS dataset is joined with the ESA L2 Point-Of-Closest-Approach + to generate monthly DEM (Digital Elevation Model) products. This dataset will + further the ability of the community to analyse and understand trends across + the Greenland Ice Sheet margin, Antarctica and several mountain glaciers and + ice caps around the world.\",\n \"type\": \"Collection\",\n \"title\": + \"CryoSat products\",\n \"license\": \"various\",\n \"assets\": + {\n \"search\": {\n \"roles\": [\"search\"],\n \"href\": + \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=CryoSat.products\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3ACryoSat.products&bbox=-180.0,-90.0,180.0,90.0&width=768&height=762&srs=EPSG%3A4326&transparent=true&styles=Magma&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetCapabilities\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetCapabilities\",\n + \ \"title\": \"GetCapabilities\",\n \"type\": \"application/xml\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/CR2-120cf4c\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series CryoSat.products\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for CryoSat.products\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/CryoSat.products/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"wms:transparent\": true,\n \"rel\": \"wms\",\n \"wms:dimensions\": + {\"version\": \"1.1.1\"},\n \"href\": \"https://eovoc.spacebel.be/geoserver/wms\",\n + \ \"type\": \"image/png\",\n \"title\": \"CryoSat.products\",\n + \ \"wms:layers\": [\"Density:CryoSat.products\"],\n \"wms:styles\": + [\"Magma\"]\n },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n \"title\": + \"More collections for ESA/ESRIN\"\n },\n {\n \"rel\": + \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/CryoSat-2\",\n + \ \"title\": \"More collections for CryoSat-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/ba530a28-c2ba-5a34-b71e-678d316e936f\",\n + \ \"title\": \"More collections for SIRAL instrument\"\n }\n + \ ],\n \"id\": \"CryoSat.products\",\n \"updated\": \"2023-11-09T11:03:42Z\",\n + \ \"stac_extensions\": [\n \"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\n + \ \"https://stac-extensions.github.io/web-map-links/v1.2.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SIRAL\"],\n + \ \"platform\": [\"CryoSat-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -84,\n 180,\n + \ 84\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-02-29T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"DIF10\",\n \"Land Surface\",\n \"EARTH + SCIENCE > LAND SURFACE\",\n \"Mapping and Cartography\",\n \"Natural + Hazards and Disaster Risk\",\n \"EARTH SCIENCE > HUMAN DIMENSIONS > + NATURAL HAZARDS\",\n \"Sun-synchronous\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Very High Resolution + - VHR (0 - 5m)\",\n \"SSC_DEF_SC, SSC_DEF_CO\",\n \"475-575 + km\",\n \"8 km at nadir for SkySat-1 to -2, 6.6 km at nadir for SkySat-3 + to -13\",\n \"Imaging Spectrometers/Radiometers\",\n \"SkySat\",\n + \ \"SkySat Camera\"\n ],\n \"created\": \"2022-06-23T00:00:00.000Z\",\n + \ \"description\": \"The SkySat ESA archive collection consists of SkySat + products requested by ESA supported projects over their areas of interest + around the world and that ESA collected over the years. The dataset regularly + grows as ESA collects new SkySat products. Two different product types are + offered, Ground Sampling Distance at nadir up to 65 cm for PAN and up to 0.8m + for MS EO-SIP Product Type Product description Content SSC_DEF_SC Basic and + Ortho scene * Level 1B 4-bands Analytic /DN Basic scene * Level 1B 4-bands + Panchromatic /DN Basic scene * Level 1A 1-band Panchromatic DN Pre Sup resolution + Basic scene * Level 3B 3-bands Visual Ortho Scene * Level 3B 4-bands Pansharpened + Multispectral Ortho Scene * Level 3B 4-bands Analytic/DN/SR Ortho Scene * + Level 3B 1-band Panchromatic /DN Ortho Scene SSC_DEF_CO Ortho Collect * Visual + 3-band Pansharpened Image * Multispectral 4-band Pansharpened Image * Multispectral + 4-band Analytic/DN/SR Image (B, G, R,N) * 1-band Panchromatic Image The + Basic Scene product is uncalibrated, not radiometrically corrected for atmosphere + or for any geometric distortions inherent in the imaging process \\u2022Analytic + - unorthorectified, radiometrically corrected, multispectral BGRN \\u2022Analytic + DN - unorthorectified, multispectral BGRN \\u2022Panchromatic - unorthorectified, + radiometrically corrected, panchromatic (PAN) \\u2022Panchromatic DN - unorthorectified, + panchromatic (PAN) \\u2022L1A Panchromatic DN - unorthorectified, pre-super + resolution, panchromatic (PAN) The Ortho Scene product is sensor and geometrically + corrected, and is projected to a cartographic map projection. \\u2022Visual + - orthorectified, pansharpened, and color-corrected (using a color curve) + 3-band RGB Imagery \\u2022Pansharpened Multispectral - orthorectified, pansharpened + 4-band BGRN Imagery \\u2022Analytic SR - orthorectified, multispectral BGRN. + Atmospherically corrected Surface Reflectance product. \\u2022Analytic - orthorectified, + multispectral BGRN. Radiometric corrections applied to correct for any sensor + artifacts and transformation to top-of-atmosphere radiance \\u2022Analytic + DN - orthorectified, multispectral BGRN, uncalibrated digital number imagery + product Radiometric corrections applied to correct for any sensor artifacts + \\u2022Panchromatic - orthorectified, radiometrically correct, panchromatic + (PAN) \\u2022Panchromatic DN - orthorectified, panchromatic (PAN), uncalibrated + digital number imagery product The Ortho Collect product is created by composing + SkySat Ortho Scenes along an imaging strip. The product may contain artifacts + resulting from the composing process, particular offsets in areas of stitched + source scenes. Spatial coverage: Check the spatial coverage of the collection + on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/SkySat/ available on the Third + Party Missions Dissemination Service.\",\n \"type\": \"Collection\",\n + \ \"title\": \"Skysat ESA archive\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=SkySatESAarchive\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3ASkySatESAarchive&bbox=-146.2499999999999,-35.15625,172.96875,80.15625&width=768&height=330&srs=EPSG%3A4326&transparent=true&styles=Turbo&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetCapabilities\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetCapabilities\",\n + \ \"title\": \"GetCapabilities\",\n \"type\": \"application/xml\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySatESAarchive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series SkySatESAarchive\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySatESAarchive/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for SkySatESAarchive\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/SkySatESAarchive/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - 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ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"Sun-synchronous\",\n + \ \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n + \ \"SWIR (1.3 - 3.0 \xB5m)\",\n \"TIR (6.0 - 15.0 \xB5nm)\",\n + \ \"DPAS 5.0\",\n \"Medium Resolution - MR (20 - 500 m)\",\n + \ \"OAT_GEO_1P\",\n \"OAT_GTC_1P\",\n \"OAT_SP__2P\",\n + \ \"OAT_SR__2P\",\n \"705 km\",\n \"185 km\",\n \"Imaging + Spectrometers/Radiometers\",\n \"Landsat-8\",\n \"OLI\",\n \"TIRS\"\n + \ ],\n \"created\": \"2022-01-14T00:00:00.000Z\",\n \"description\": + \"This dataset contains the European Coverage of Landsat 8 Collection 2 data, + both Level 1 and Level 2, since the beginning of the mission. Landsat 8 Collection + 2 is the result of reprocessing effort on the archive and on fresh products + with significant improvement with respect to Collection 1 on data quality, + obtained by means of advancements in data processing, algorithm development. + The primary characteristic is a relevant improvement in the absolute geolocation + accuracy (now re-baselined to the European Space Agency Copernicus Sentinel-2 + Global Reference Image, GRI) but includes also updated digital elevation modelling + sources, improved Radiometric Calibration (even correction for the TIRS striping + effect), enhanced Quality Assessment Bands, updated and consistent metadata + files, usage of Cloud Optimized Georeferenced (COG) Tagged Image File Format. + \ Landsat 8 level 1 products combine data from the 2 Landsat instruments, + OLI and TIRS. The level 1 products generated can be either L1TP or L1GT: \\u2022 + L1TP - Level 1 Precision Terrain (Corrected) (L1T) products: Radiometrically + calibrated and orthorectified using ground control points (GCPs) and digital + elevation model (DEM) data to correct for relief displacement. The highest + quality Level-1 products suitable for pixel-level time series analysis. GCPs + used for L1TP correction are derived from the Global Land Survey 2000 (GLS2000) + data set. \\u2022 L1GT - Level 1 Systematic Terrain (Corrected) (L1GT) products: + L1GT data products consist of L0 product data with systematic radiometric, + geometric and terrain corrections applied and resampled for registration to + a cartographic projection, referenced to the WGS84, G873, or current version. + The dissemination server contains three different classes of Level1 products + \\u2022 Real Time (RT): Newly acquired Landsat 8 OLI/TIRS data are processed + upon downlink but use an initial TIRS line-of-sight model parameters; the + data is made available in less than 12 hours (4-6 hours typically). Once the + data have been reprocessed with the refined TIRS parameters, the products + are transitioned to either Tier 1 or Tier 2 and removed from the Real-Time + tier (in 14-16 days). \\u2022 Tier 1 (T1): Landsat scenes with the highest + available data quality are placed into Tier 1 and are considered suitable + for time-series analysis. Tier 1 includes Level-1 Precision and Terrain (L1TP) + corrected data that have well-characterized radiometry and are inter-calibrated + across the different Landsat instruments. The georegistration of Tier 1 scenes + is consistent and within prescribed image-to-image tolerances of \u2266 12-meter + radial root mean square error (RMSE). \\u2022 Tier 2 (T2): Landsat scenes + not meeting Tier 1 criteria during processing are assigned to Tier 2. Tier + 2 scenes adhere to the same radiometric standard as Tier 1 scenes, but do + not meet the Tier 1 geometry specification due to less accurate orbital information + (specific to older Landsat sensors), significant cloud cover, insufficient + ground control, or other factors. This includes Systematic Terrain (L1GT) + and Systematic (L1GS) processed data. Landsat 8 level 2 products are generated + from L1GT and L1TP Level 1 products that meet the <76 degrees Solar Zenith + Angle constraint and include the required auxiliary data inputs to generate + a scientifically viable product. The data are available a couple of days after + the Level1 T1/T2. The level 2 products generated can be L2SP or L2SR: \\u2022 + L2SP - Level 2 Science Products (L2SP) products: include Surface Reflectance + (SR), Surface Temperature (ST), ST intermediate bands, an angle coefficients + file, and Quality Assessment (QA) Bands. \\u2022 L2SR - Level 2 Surface Reflectance + (L2SR) products: include Surface Reflectance (SR), an angle coefficients file, + and Quality Assessment (QA) Bands; it is generated if ST could not be generated + \ Two different categories of Level 1 products are offered: LC with Optical, + Thermal and Quality Map images, LO with Optical and Quality Map images (Thermal + not available). 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\"METOP-B\",\n + \ \"METOP-C\",\n \"GOME-2\",\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ],\n \"description\": \"The Global Ozone Monitoring + Experiment-2 (GOME-2) instrument continues the long-term monitoring of atmospheric + trace gas constituents started with GOME / ERS-2 and SCIAMACHY / Envisat. + Currently, there are three GOME-2 instruments operating on board EUMETSAT's + Meteorological Operational satellites MetOp-A, -B and -C, launched in October + 2006, September 2012, and November 2018, respectively. GOME-2 can measure + a range of atmospheric trace constituents, with the emphasis on global ozone + distributions. Furthermore, cloud properties and intensities of ultraviolet + radiation are retrieved. These data are crucial for monitoring the atmospheric + composition and the detection of pollutants. DLR generates operational GOME-2 + / MetOp level 2 products in the framework of EUMETSAT's Satellite Application + Facility on Atmospheric Chemistry Monitoring (AC-SAF). GOME-2 near-real-time + products are available already two hours after sensing.\\t\\tOCRA (Optical + Cloud Recognition Algorithm) and ROCINN (Retrieval of Cloud Information using + Neural Networks) are used for retrieving the following geophysical cloud properties + from GOME and GOME-2 data: cloud fraction (cloud cover), cloud-top pressure + (cloud-top height), and cloud optical thickness (cloud-top albedo). OCRA is + an optical sensor cloud detection algorithm that uses the PMD devices on GOME + / GOME-2 to deliver cloud fractions for GOME / GOME-2 scenes. ROCINN takes + the OCRA cloud fraction as input and uses a neural network training scheme + to invert GOME / GOME-2 reflectivities in and around the O2-A band. VLIDORT + [Spurr (2006)] templates of reflectances based on full polarization scattering + of light are used to train the neural network. ROCINN retrieves cloud-top + pressure and cloud-top albedo. The cloud optical thickness is computed using + libRadtran [Mayer and Kylling (2005)] radiative transfer simulations taking + as input the cloud-top albedo retrieved with ROCINN. For more details please + refer to relevant peer-review papers listed on the GOME and GOME-2 documentation + pages: https://atmos.eoc.dlr.de/app/docs/\",\n \"type\": \"Collection\",\n + \ \"title\": \"METOP GOME-2 - Cloud Optical Thickness (COT) - Global\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/810631f4-c311-44f2-9ced-c2260df2bc06?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/810631f4-c311-44f2-9ced-c2260df2bc06?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"enclosure_3\": {\n \"roles\": [\"data\"],\n + \ \"href\": \"https://geoservice.dlr.de/eoc/atmosphere/wms?\",\n \"type\": + 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GOME-2 can measure + a range of atmospheric trace constituents, with the emphasis on global ozone + distributions. Furthermore, cloud properties and intensities of ultraviolet + radiation are retrieved. These data are crucial for monitoring the atmospheric + composition and the detection of pollutants. DLR generates operational GOME-2 + / MetOp level 2 products in the framework of EUMETSAT's Satellite Application + Facility on Atmospheric Chemistry Monitoring (AC-SAF). 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{\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/eaa1390e-6453-5b90-9ed2-90c3f5096d83\",\n + \ \"title\": \"More collections for GOME-2 instrument\"\n }\n + \ ],\n \"id\": \"bf8dbf94-ff16-42bf-a957-0e8f80813aff\",\n \"updated\": + \"2024-06-20T13:07:52Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"DE/DLR\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"GOME-2\"],\n \"processing:lineage\": + [\"Please refer to relevant peer-review papers listed on the GOME and GOME-2 + documentation pages for more details on nitrogen dioxide retrieval: https://atmos.eoc.dlr.de/app/docs/\"],\n + \ \"platform\": [\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ]\n }\n },\n {\n \"extent\": + {\n \"spatial\": 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DLR generates + operational GOME-2 / MetOp level 2 products in the framework of EUMETSAT's + Satellite Application Facility on Atmospheric Chemistry Monitoring (AC-SAF). + GOME-2 near-real-time products are available already two hours after sensing.\\t\\t\\tThe + operational HCHO total column products are generated using the algorithm GDP + (GOME Data Processor) version 4.x integrated into the UPAS (Universal Processor + for UV / VIS Atmospheric Spectrometers) processor for generating level 2 trace + gas and cloud products.\\t\\t\\tFor more details please refer to relevant + peer-review papers listed on the GOME and GOME-2 documentation pages: https://atmos.eoc.dlr.de/app/docs/\",\n + \ \"type\": \"Collection\",\n \"title\": \"METOP GOME-2 - Formaldehyde + (HCHO) - Global\",\n \"license\": \"various\",\n \"assets\": {\n + \ \"metadata_iso_19139\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": 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\"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/rdf%2Bxml\",\n + \ 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{\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/eaa1390e-6453-5b90-9ed2-90c3f5096d83\",\n + \ \"title\": \"More collections for GOME-2 instrument\"\n }\n + \ ],\n \"id\": \"3dd6bbdd-5dca-411e-b251-cdc325d703c4\",\n \"updated\": + \"2024-06-20T13:07:47Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"DE/DLR\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"GOME-2\"],\n \"processing:lineage\": + [\"Please refer to relevant peer-review papers listed on the GOME and GOME-2 + documentation pages for more details on formaldehyde retrieval: https://atmos.eoc.dlr.de/app/docs/\"],\n + \ \"platform\": [\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ]\n }\n },\n {\n \"extent\": + {\n \"spatial\": 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{\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series EOP:ESA:Sentinel-5P\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:SCIHUB:S5P/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for EOP:ESA:SCIHUB:S5P\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://dataspace.copernicus.eu\",\n \"title\": \"Copernicus Data + Space Ecosystem - Copernicus Data Space Ecosystem\"\n },\n {\n + \ \"rel\": \"search\",\n \"href\": \"https://fedeo.ceos.org/opensearch/description.xml?parentIdentifier=EOP:ESA:SCIHUB:S5P\",\n + \ \"title\": \"FedEO Clearinghouse - FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/EOP:ESA:SCIHUB:S5P/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinel.esa.int/web/sentinel/missions/sentinel-5P\",\n + \ \"title\": \"ESA Sentinel-5P Online\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-5p-tropomi\",\n + \ \"title\": \"Sentinel-5P TROPOMI User Guide \"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"MAJA\",\n \"GeoTiff\",\n \"Forestry\",\n + \ \"Forest Conservation/Protection\",\n \"Sentinel-2\",\n \"MSI\"\n + \ ],\n \"created\": \"2023-09-05T00:00:00.00Z\",\n \"description\": + \"False colour satellite data allows you to upgrade your forest surveys. It + provides you with a broader perspective of biotic and abiotic disturbances + in real-time. This enables you to make more informed decisions to safeguard + the forests. Forestry professionals can utilise false colour imagery to optimise + their forestry operations, such as planning and monitoring tree planting, + conducting inventory assessments, and identifying areas for habitat restoration.\",\n + \ \"type\": \"Collection\",\n \"title\": \"False Colour Composites\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"search\": + {\n \"roles\": [\"search\"],\n \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n \"type\": + \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n },\n + \ \"quicklook\": {\n \"roles\": [\"overview\"],\n \"href\": + \"https://eovoc.spacebel.be/images/fcc.png\",\n \"type\": \"image/png\",\n + \ \"title\": \"graphic overview\"\n }\n },\n \"links\": + [\n {\n \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series F-FCC\"\n },\n {\n \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC/queryables\",\n + \ \"type\": \"application/schema+json\",\n \"title\": \"Queryables + for F-FCC\"\n },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/F-FCC/api\",\n \"type\": + \"application/opensearchdescription+xml\",\n \"title\": \"OpenSearch + Description Document\"\n },\n {\n \"rel\": \"ordering\",\n + \ \"href\": \"https://emc.spacebel.be/ordering?collection=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Order F-FCC Product\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://eovoc.spacebel.be/images/FC_Brochure_final.pdf\",\n \"type\": + \"application/pdf\",\n \"title\": \"F-FCC Brochure - F-FCC Product + Description\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Spacebel + SA\",\n \"title\": \"More collections for Spacebel SA\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-2\",\n + \ \"title\": \"More collections for Sentinel-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/s2-msi\",\n + \ \"title\": \"More collections for MSI instrument\"\n }\n + \ ],\n \"id\": \"F-FCC\",\n \"updated\": \"2023-09-05T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Spacebel SA\",\n \"url\": \"https://www.spacebel.com\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MSI\"],\n + \ \"platform\": [\"Sentinel-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-06-22T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475 km (reference)\",\n + \ \"25 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"PlanetScope\",\n + \ \"PlanetScope Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The PlanetScope Level 1B Basic Scene and Level 3B + Ortho Scene full archive products are available as part of Planet imagery + offer. The Unrectified Asset: PlanetScope Basic Analytic Radiance (TOAR) + product is a Scaled Top of Atmosphere Radiance (at sensor) and sensor corrected + product, without correction for any geometric distortions inherent in the + imaging processes and is not mapped to a cartographic projection. The imagery + data is accompanied by Rational Polynomial Coefficients (RPCs) to enable orthorectification + by the user. This kind of product is designed for users with advanced image + processing and geometric correction capabilities. Basic Scene Product + Components and Format Product Components:\\t - Image File (GeoTIFF format) + - Metadata File (XML format) - Rational Polynomial Coefficients (XML format) + - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) + - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 4-band multispectral + image (blue, green, red, near-infrared) or 8-band (coastal-blue, blue, green + I, green, yellow, red, Rededge, near-infrared) Ground Sampling Distance:\\t + - Approximate, satellite altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: + 3.0 m-4.1 m - SuperDove: 3.7 m-4.2 m Accuracy: <10 m RMSE The Rectified + assets: The PlanetScope Ortho Scene product is radiometrically-, sensor- and + geometrically- corrected and is projected to a UTM/WGS84 cartographic map + projection. The geometric correction uses fine Digital Elevation Models (DEMs) + with a post spacing of between 30 and 90 metres. Ortho Scene Product Components + and Format Product Components:\\t - Image File (GeoTIFF format) - Metadata + File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM + File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: + 3-band natural color (red, green, blue) or 4-band multispectral image (blue, + green, red, near-infrared) or 8-band (costal-blue, blue, green I, green, yellow, + red, RedEdge, near-infrared) Ground Sampling Distance:\\t - Approximate, satellite + altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: 3.0 m-4.1 m - SuperDove: + 3.7 m-4.2 m Projection: UTM WGS84 Accuracy: <10 m RMSE PlanetScope Ortho + Scene product is available in the following: PlanetScope Visual Ortho Scene + product is orthorectified and color-corrected (using a colour curve) 3-band + RGB Imagery. This correction attempts to optimise colours as seen by the human + eye providing images as they would look if viewed from the perspective of + the satellite PlanetScope Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and corrected for surface reflection. + This data is optimal for value-added image processing such as land cover classifications. + \ PlanetScope Analytic Ortho Scene Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and calibrated to top of atmosphere + radiance. _$$Planet Explorer Catalogue$$ https://www.planet.com/explorer/ + can be accessed (Planet registration requested) to discover and check the + data readiness. It is worth to mention that the data distribution is based + on Data Voucher, corresponding to maximum amount of square kilometers can + be ordered and downloaded by the project in a maximum period of 15 moths (this + duration cannot be extended) starting from the project proposal acceptance + date. Each Date Voucher includes PlanetScope tile view streaming access for + a total of 20,000 tiles per calendar month during the project period. All + details about the data provision, data access conditions and quota assignment + procedure are described in the _$$Terms of Applicability$$ https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf + available in Resources section.\",\n \"type\": \"Collection\",\n \"title\": + \"PlanetScope Full Archive\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf?text=Combined-Imagery-Product-Spec.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.planet.com/explorer/\",\n \"type\": + \"text/html\",\n \"title\": \"Planet Explorer Catalogue - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/PlanetScope\",\n + \ \"title\": \"More collections for PlanetScope platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/94314806-9c68-521a-87e2-8cd838eb9de0\",\n + \ \"title\": \"More collections for PlanetScope Camera instrument\"\n + \ }\n ],\n \"id\": \"PlanetScope.Full.Archive\",\n \"updated\": + \"2023-06-13T13:23:41Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"PlanetScope + Camera\"],\n \"platform\": [\"PlanetScope\"]\n }\n },\n {\n + \ \"extent\": {\n \"spatial\": {\"bbox\": [[\n -10,\n + \ 30,\n 50,\n 80\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2019-02-01T00:00:00.000Z\",\n null\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"Europe\",\n \"Zone of Exclusivity\",\n \"Agriculture\",\n + \ \"Soil Moisture\",\n \"Energy and Natural Resources\",\n \"Terrestrial + Hydrosphere\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH + SCIENCE > AGRICULTURE > SOILS > SOIL MOISTURE/WATER CONTENT\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > ECONOMIC RESOURCES\",\n \"EARTH SCIENCE + > TERRESTRIAL HYDROSPHERE\",\n \"L-Band (19.4 - 76.9 cm)\",\n \"Sun-synchronous\",\n + \ \"High Resolution - HR (5 - 20 m)\",\n \"Medium Resolution + - MR (20 - 500 m)\",\n \"620 km\",\n \"14-66 km (beam dependent) + for stripmap 108-235 km (beam dependent) for topsar\",\n \"Imaging + Radars\",\n \"SAOCOM-1A\",\n \"SAOCOM-1B\",\n \"SAOCOM-SAR\"\n + \ ],\n \"created\": \"2021-10-27T00:00:00.00Z\",\n \"description\": + \"This collection provides access to the SAOCOM products acquired in the ASI + Zone of Exclusivity, that correspond mainly to the European territory plus + the international waters in front of North Africa and the Middle East, archived + and catalogued in the ASI/CONAE dissemination system.\",\n \"type\": + \"Collection\",\n \"title\": \"SAOCOM data products\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.asi.it/en/earth-science/saocom/\",\n + \ \"type\": \"text/html\",\n \"title\": \"ASI SAOCOM portal + - Web site\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"http://saocom.asi.it:8081/\",\n \"type\": \"text/html\",\n + \ \"title\": \"ASI SAOCOM Data Hub - Catalogue\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.asi.it/wp-content/uploads/2021/07/SAOCOM-membership-guide-1.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Membership + guide - User Guide\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://catalogos.conae.gov.ar/catalogo/docs/SAOCOM/SAOCOM-1_SAR_Level-1_Product-Format_13Jan2020.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Level1 Products + Format - Product Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SAOCOM.data.products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SAOCOM-1A\",\n + \ \"title\": \"More collections for SAOCOM-1A platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SAOCOM-1B\",\n + \ \"title\": \"More collections for SAOCOM-1B platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a0042d58-dc4b-5cca-ab2a-d849b4db3e73\",\n + \ \"title\": \"More collections for SAOCOM-SAR instrument\"\n }\n + \ ],\n \"id\": \"SAOCOM.data.products\",\n \"updated\": \"2023-06-13T13:23:42Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SAOCOM-SAR\"],\n + \ \"platform\": [\n \"SAOCOM-1A\",\n \"SAOCOM-1B\"\n + \ ]\n }\n },\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -90,\n 180,\n 90\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"2018-05-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Oceans\",\n \"Marine + Environment Monitoring\",\n \"Ocean Circulation\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > OCEANS > MARINE ENVIRONMENT + MONITORING\",\n \"EARTH SCIENCE > OCEANS > OCEAN CIRCULATION\",\n \"L-Band + (19.4 - 76.9 cm)\",\n \"Sun-synchronous\",\n \"302\",\n \"758 + km\",\n \"1000 km\",\n \"Interferometric Radiometers\",\n \"SMOS\",\n + \ \"MIRAS\"\n ],\n \"created\": \"2019-05-31T00:00:00.00Z\",\n + \ \"description\": \"SMOS L3WS products are daily composite maps of the + collected SMOS L2 swath wind products for a specific day, provided with the + same grid than the Level 2 wind data (SMOS L2WS NRT) but separated into ascending + and descending passes.\\r\\rThis product is available the day after sensing + from Ifremer, in NetCDF format.\\r\\rBefore using this dataset, please check + the read-me-first note available in the Resources section below.\",\n \"type\": + \"Collection\",\n \"title\": \"SMOS L3 Daily Wind Speed\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"root\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"type\": \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n + \ },\n {\n \"rel\": \"parent\",\n \"href\": + \"https://emc.spacebel.be\",\n \"title\": \"collections\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L3SW_Open?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SMOS\",\n + \ \"title\": \"More collections for SMOS platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5cda1e1d-7fb8-59c0-8a37-eaceff0ce027\",\n + \ \"title\": \"More collections for MIRAS instrument\"\n }\n + \ ],\n \"id\": \"L3SW_Open\",\n \"updated\": \"2023-06-13T13:23:42Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MIRAS\"],\n + \ \"platform\": [\"SMOS\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2020-07-09T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Level 2C assisted wind fields assimilation + processing\",\n \"Atmosphere\",\n \"Atmospheric Indicators\",\n + \ \"Atmospheric Winds\",\n \"Climate\",\n \"EARTH SCIENCE + > ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n + \ \"EARTH SCIENCE > CLIMATE INDICATORS\",\n \"UV (0.01 - 0.4 + \xB5m)\",\n \"Sun-synchronous\",\n \"Horizontal resolution at + observation scale for Rayleigh/Mie: 87/10 km 250-2000 m vertical resolution\",\n + \ \"ALD_U_N_2C\",\n \"320 km\",\n \"Lidar/Laser Sounders\",\n + \ \"Aeolus\",\n \"ALADIN\"\n ],\n \"created\": \"2023-02-17T00:00:00.00Z\",\n + \ \"description\": \"The Level 2C wind product of the Aeolus mission provides + ECMWF analysis horizontal wind vectors at the geolocations of assimilated + L2B HLOS wind components. The L2C can therefore be described as an Aeolus-assisted + horizontal wind vector product. The L2C is a distinct product, however the + L2C and L2B share a common Earth Explorer file template, with the L2C being + a superset of the L2B. The L2C consists of extra datasets appended to the + L2B product with information which are relevant to the data assimilation of + the L2B winds.\",\n \"type\": \"Collection\",\n \"title\": \"Aeolus + Level 2C assisted wind fields resulting from NWP Numerical Weather Prediction + assimilation processing\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Level2-Algorithm-Theoretical-Basis-Document.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B + Algorithm Theoretical Baseline Document - Level 2B processor algorithm description\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-L2B-2C-Input-Output-DD-ICD.pdf/2321b6a0-27d0-b628-771e-fcca4928bc32\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B/2C + Processor Input/Output Data Definitions Interface Control Document - Level + 2B/2C data definition\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Sensor-and-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus Sensor + and Product Description - Aeolus Sensor and Product Description\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Aeolus\",\n + \ \"title\": \"More collections for Aeolus platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a032cde6-16e3-5940-988e-f6d79870d14c\",\n + \ \"title\": \"More collections for ALADIN instrument\"\n }\n + \ ],\n \"id\": \"L2C_Wind_products\",\n \"updated\": \"2023-06-13T13:23:39Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"ALADIN\"],\n + \ \"platform\": [\"Aeolus\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -84,\n 180,\n + \ 84\n ]]},\n \"temporal\": {\"interval\": [[\n \"2013-11-13T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475-575 km\",\n + \ \"8 km at nadir for SkySat-1 to -2, 6.6 km at nadir for SkySat-3 to + -13\",\n \"Imaging Spectrometers/Radiometers\",\n \"SkySat\",\n + \ \"SkySat Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The SkySat Level 2B Basic Scene, Level 3B Ortho Scene + and Level 3B Consolidated full archive and new tasking products are available + as part of Planet imagery offer. The SkySat Basic Scene product is uncalibrated + and in a raw digital number format, not corrected for any geometric distortions + inherent in the imaging process. Rational Polynomial Coefficients (RPCs) is + provided to enable orthorectification by the user. Basic Scene Product Components + and Format Processing levels\\t/\\t- Analytic (unorthorectified, radiometrically + corrected, multispectral BGRN); - Analytic DN (unorthorectified, multispectral + BGRN); - Panchromatic DN (unorthorectified, panchromatic)\\t// Product Components + and Format\\t/\\t- Image File (GeoTIFF format); - Metadata File (JSON format); + - Rational Polynomial Coefficients (Text File); - UDM File (GeoTIFF format)\\t// + Image configuration\\t/\\t- 4-band Analytic DN Image (Blue, Green, Red, NIR); + - 1-band Panchromatic DN Image (Pan)\\t// Ground Sampling Distance\\t/\\t3.7 + m at nadir (average at reference altitude 475 km)\\t// Ground Sampling Distance + (nadir)\\t/\\t- Panchromatic 0.86m and Multispectral 1.0m for SkySat-1&2; + - Panchromatic 0.65m and Multispectral 0.8m for SkySat-3 to 13 (0.72 m and + 1.0m for data acquired before 30/06/2020)\\t// Accuracy\\t/\\t<50 m RMSE\\t// + \ The SkySat Ortho Scene is sensor- and geometrically-corrected (by using + DEMs with a post spacing of between 30 and 90 meters) and is projected to + a cartographic map projection; the accuracy of the product will vary from + region to region based on available GCPs. Different products are available: + \ - The SkySat Visual Ortho Scene product is orthorectified, pansharpened, + and color-corrected (using a color curve) 3-band RGB Imagery - The SkySat + Pansharpened Multispectral Scene product is orthorectified, pansharpened 4-band + BGRN Imagery - The SkySat Analytic DN Ortho Scene product is orthorectified, + multispectral BGRN, uncalibrated, digital number imagery product. The product + has been processed to remove distortions caused by terrain; It eliminates + the perspective effect on the ground (not on buildings), restoring the geometry + of a vertical shot. Transformation to at-sensor radiance is not included - + The SkySat Panchromatic DN Ortho Scene product is orthorectified, panchromatic, + uncalibrated, digital number imagery product. It has a finer GSD than the + Analytic Product. Transformation to at-sensor radiance is not included. - + The SkySat Analytic Ortho Scene are calibrated multispectral imagery products + with radiometric corrections applied to correct for any sensor artifacts and + transformation to top-of-atmosphere radiance. - The SkySat Consolidated Product + are Ortho Collect product created by composing ~60 SkySat Ortho Scenes (Visual, + Pansharpened Multispectral, Analytic DN, Panchromatic DN) along an imaging + strip into segments. Ortho Scene Product Components and Format \\t/\\tVisual + Ortho\\t/\\tPansharpened Multispectral\\t/\\tAnalytic DN Ortho\\t/\\tPanchromatic + DN Ortho\\t/\\tAnalytic Ortho\\t// Product Components and Format\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF); Metadata + File (JSON format); Rational Polynomial Coefficients (Text File); UDM File + (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); Metadata File (JSON format); + Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format);\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); + Metadata File (JSON format); Rational Polynomial Coefficients (Text File); + UDM File (GeoTIFF format)\\t// Image configuration\\t/\\t3-band Pansharpened + Image (PS Red, PS Green, PS Blue)\\t/\\t4-band Pansharpened Image (PS Blue, + PS Green, PS Red, PS NIR)\\t/\\t4-band Analytic DN Image (B, G, R, N)\\t/\\t1-band + Panchromatic Image\\t/\\t4-band Analytic Image (B, G, R, N)\\t// Ground Sampling + Distance\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t// + Projection\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM + WGS84\\t// Accuracy\\t/\\t<10 m RMSE\\t/\\t<10 m RMSE\\t/\\t<10 m + RMSE\\t/\\t<10 m RMSE\\t/\\tradiometric accuracy: +/- 5% Relative accuracy + at < 10 degrees off-nadir angle\\t// The products are available as part + of the Planet provision from RapidEye, Skysat and PlanetScope constellations. + SkySat collection has worldwide coverage: The Planet Explorer Catalogue can + be accessed (Planet registration requested) to discover and check the data + readiness. All details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability (https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf).\",\n + \ \"type\": \"Collection\",\n \"title\": \"SkySat Full Archive and + New Tasking\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://www.planet.com/products/#satellite-imagery\",\n \"type\": + \"text/html\",\n \"title\": \"Planet products - Web site\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SkySat-tasking-request-form.pdf/075f845e-13bd-36e2-4743-3aeb2053c61c\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SkySat Tasking + Request Form - Access guide\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf/91fdeed4-2efe-1bed-8058-1dddb6e14fa6\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SkySat\",\n + \ \"title\": \"More collections for SkySat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/429a0634-46aa-518a-ac92-b5bcec0315d4\",\n + \ \"title\": \"More collections for SkySat Camera instrument\"\n }\n + \ ],\n \"id\": \"SkySat.Full.Archive.and.New.Tasking\",\n \"updated\": + \"2023-06-13T13:23:42Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SkySat + Camera\"],\n \"platform\": [\"SkySat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2009-08-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GEOSAT\",\n \"DIMAP\",\n + \ \"TIFF\",\n \"Vegetation\",\n \"Agriculture\",\n \"Forestry\",\n + \ \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n \"EARTH SCIENCE + > AGRICULTURE\",\n \"EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > TERRESTRIAL + ECOSYSTEMS > FORESTS\",\n \"VIS (0.40 - 0.75 \xC2\xB5m)\",\n \"NIR + (0.75 - 1.30 \xC2\xB5m)\",\n \"Sun-synchronous\",\n \"Medium + Resolution - MR (20 - 500 m)\",\n \"663 km\",\n \"625 km\",\n + \ \"Cameras\",\n \"GEOSAT-1\",\n \"SLIM6\"\n ],\n + \ \"created\": \"2019-05-22T00:00:00.00Z\",\n \"description\": \"GEOSAT-1 + full archive and new tasking products are available at 22 m resolution in + two processing levels.\\r\\rL1R (Basic Geopositioned): All 3 spectral channels + combined into a band-registered image. Geopositioned product based on sensor + model. Coefficients derived from satellite orientation parameters coming from + telemetry and appended to metadata\\rL1T (L1R orthorectified): Orthorectified + to sub-pixel accuracy (10 metres RMS error approximately) with respect to + Landsat ETM+ reference data and hole-filled seamless SRTM DEM data V3, 2006 + (90 m)\\rGEOSAT-1 products are provided in DIMAP format. The image products + are delivered in the TIFF and GeoTIFF image formats by default. All products + can be provided in False Colours (R,G,NIR) or Natural Colours (R, G, Synthetic + Blue).\\r\\rAll details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability available + in Resources section.\\r\\rThe list of available archived data can be retrieved + using the GEOSAT catalogue (https://catalogue.geosat.space/cscda/extcat/)\\rAll + details about the data provision, data access conditions and quota assignment + procedure are described into the Terms of Applicability available in Resources + section. \\r\\rThe list of available archived data can be retrieved using + the Deimos catalogue (http://www.deimos-imaging.com/catalogue).\",\n \"type\": + \"Collection\",\n \"title\": \"GEOSAT-1 full archive and tasking\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/GEOSAT-1\",\n + \ \"title\": \"More collections for GEOSAT-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5cc6eaab-0ddc-572f-a1b7-afa52ea5333d\",\n + \ \"title\": \"More collections for SLIM6 instrument\"\n }\n + \ ],\n \"id\": \"Geosat-1.Full.archive.and.tasking\",\n \"updated\": + \"2023-06-13T13:23:40Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SLIM6\"],\n + \ \"platform\": [\"GEOSAT-1\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-06-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GNSS\",\n \"AIS\",\n + \ \"ADS-B\",\n \"Atmosphere\",\n \"Ionosphere and Magnetosphere + Dynamics\",\n \"Weather Events\",\n \"Oceans\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"EARTH SCIENCE > SUN-EARTH INTERACTIONS + > IONOSPHERE/MAGNETOSPHERE DYNAMICS\",\n \"EARTH SCIENCE > ATMOSPHERE + > WEATHER EVENTS\",\n \"EARTH SCIENCE > OCEANS\",\n \"Sun-synchronous\",\n + \ \"500 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Spire\",\n + \ \"AIRSAFE\",\n \"SENSE\",\n \"STRATOS\"\n ],\n + \ \"created\": \"2020-09-04T00:00:00.00Z\",\n \"description\": \"The + data collected by Spire from it's 110 satellites launched into Low Earth + Orbit (LEO) has a diverse range of applications, from analysis of global trade + patterns and commodity flows to aircraft routing to weather forecasting. The + data also provides interesting research opportunities on topics as varied + as ocean currents and GNSS-based planetary boundary layer height. The following + products can be requested: ADS-B Data Stream Global ADS-B satellite data + observed by Spire satellites and processed through the ground stations network. + Historical ADS-B data older than 6 months can be delivered as data cuts containing + CSV file(s) accessible through a Web Service or Cloud storage solutions. Live + ADS-B data is available through a streaming API, and recent historical data + can be accessed through a REST API. Data is distributed as a monthly subscription: + historical data can be requested starting from 3 December 2008, the time period + for live data starts from a user-defined date and continues for 30 days. AIS + AIS messages include satellite AIS (S-AIS) as observed by Spire satellites + and terrestrial AIS (T-AIS) from third party sensor stations (up to 40 million + messages per day). Historical AIS data are delivered as a cvs file with availability + back to June 2016 or via Historical API from December 2018; live AIS data + are pushed to end users via TCP or through Messages API. Data is distributed + as a monthly subscription, from a user-defined date and continues for a 30 + day period. GNSS-Radio Occultation GNSS Radio Occultation (GNSS-RO) measurements + are collected globally on a continuous basis, generating profiles of the Earth\\u2019s + atmosphere. Derived Level 1 and Level 2 products include both atmospheric + and ionospheric products. Historical data for most of the GNSS-RO products + are available from December 2018 to the present. Near real-time (within 90 + minutes or less latency from collection to delivery) GNSS-RO profiles are + also available upon request. GNSS Reflectometry GNSS Reflectometry (GNSS-R) + is a technique to measure Earth\\u2019s surface properties using reflections + of GNSS signals in the form of a bistatic radar. Spire collects two types + of GNSS-R data: conventional, near-nadir incidence LHCP reflections collected + by the Spire GNSS-R satellites (e.g., Spire GNSS-R \\u201cBatch-1\\u201d satellites) + and grazing angle (i.e., low elevation angle) RHCP reflections collected by + the Spire GNSS-RO satellites. Derived Level 1 and Level 2 products are available, + as well as some special Level 0 raw intermediate frequency (IF) data. Historical + grazing angle GNSS-R data are available from May 2019 to the present, while + conventional GNSS-R data are available from December 2020 to the present. + \ Name: Automatic Identification System (AIS) Description: The automatic identification + system (AIS) is an automatic tracking system that uses transponders on ships + and is used by vessel traffic services. Spire data includes satellite AIS + (S-AIS) as observed by Spire satellites and terrestrial AIS (T-AIS) from third + party sensor stations. Data format and content: .parquet.gz files The AIS + files contain time-series data on received AIS messages, both the raw NMEA + message and added post-processing data for each message. Application: Supply + chain analysis, commodity trading, identification of illegal fishing or dark + targets, ship route and fuel use optimization, analysis of global trade patterns, + anti-piracy, autonomous vessel software, ocean currents. Name: Automatic + Dependent Surveillance-Broadcast (ADS-B) Description: Spire AirSafe ADS-B + products give access to satellite and terrestrial ADS-B data from captured + aircrafts. Data format and content: .csv.gz files The decompressed csv file + contains a list of hexadecimal representations of ADS-B messages associated + with the timestamp they were received on the satellite. Application: Fleet + management, ICAO regulatory compliance, route optimization, predictive maintenance, + global airspace, domain awareness. Name: Global Navigation Satellite System + Radio Occultation (GNSS-RO) Description: GNSS atmospheric radio occultation + (GNSS-RO) relies on the detection of a change in a radio signal as it passes + through a planet's atmosphere, i.e. as it is refracted by the atmosphere. + This data set contains precise orbit determination (POD) solutions, satellite + attitude information, high-rate occultation observations, excess phase, and + derived atmospheric dry temperature profiles. Data format and content: podObs*.rnx + This file contains raw pseudorange, carrier phase, Doppler frequency, and + signal-to-noise measurements for each observed GPS signal from a single Spire + satellite which allow to estimate the positions and velocities of each Spire + satellite and also used to derive ionospheric total electron content data. + leoOrb*.sp3 This file contains the estimated position, velocity and receiver + clock error of a given Spire satellite after processing of the POD observation + file leoAtt*.log It contains 1 Hz rate quaternion information measured from + a single Spire satellite describing the satellite orientation. opnGns*ro.bin, + opnGns*rst.bin these files contain raw measurements from the occulting GNSS + satellite (one for each signal frequency) and raw phase data from one or more + reference GNSS satellites. atmPhs* The file contains occultation excess phase + delay. Also contains SNR values, ransmitter and receiver positions and open + loop model information. atmPrf*.nc The file contains profiles of atmospheric + dry pressure, dry temperature and neutral refractivity as a function of altitude + produced from full processing of one occultation event. bfrPrf*.bufr The file + contains derived profiles of dry pressure, dry temperature, refractivity and + bending angle for each occultation. Application:\\tAtmospheric profiles of + pressure, dry temperature, bending angle, and refractivity used in numerical + weather prediction data assimilation and climate change studies. Name: Raw + IF samples from GNSS-RO satellites Description: Raw intermediate frequency + (IF) sampled data (I/Q) from the GNSS receiver front-end of GNSS-RO satellites. + Data format and content: rocRIF*.zip Binary raw IF data and associated ancillary + data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-RO studies, GNSS RFI and jamming monitoring, research. Name: Raw IF + samples from GNSS-R satellites Description: Raw intermediate frequency (IF) + sampled data (I/Q) from the GNSS receiver front-end of conventional GNSS-R + satellites. Data format and content: gbrRIF*.zip Binary raw IF data and associated + ancillary data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-R studies, GNSS RFI and jamming monitoring, research, etc. Name: Grazing + angle GNSS-R observations Description: During grazing angle GNSS-R events, + signal reflection at two frequencies is observed through the limb-facing antenna + and is trackedusing an open-loop tracking technique thatrelies on a model + topredict the propagationdelay and Doppler of thereflected signal. Simultaneous + open-looptracking of the signaldirectly along theline-of-sight from thetransmitter + to thereceiver is alsoperformed to provideadditional data that maybenecessary + for signalcalibration. The mainoutput of the open-looptracking are in-phase + (I)and quadrature (Q)accumulation samples(nominally at 50 Hz),which represent + the residual Doppler (phase) from the model. Data format and content: grzObs*.nc + L1A filecontains rawopen loopcarrier phasemeasurementsat 50 Hzsampling forgrazingangleGNSS-Rreflectionscaptured + in the GNSS-RO RHC Pantennas, (bothdirect andreflectedsignals) on GNSS-RO + satellites. Application: Sea surface and sea ice height extent, and classification. + \ Name: Georeferenced grazing angle GNSS-R observations Description: The low-levelobservations + of the high-rate grazing angle GNSS-R observationsbut withthegeoreferenced + bistatic radar parameters of the satellite receiver,specular reflection, and + GNSS transmitter included. Data format and content: grzRfl*.nc L1B file contains + the georeferenced grazing angle GNSS-R data collected by Spire GNSS-RO satellites, + including the low-level observables and bistatic radar geometries (e.g., receiver, + specular reflection, and the transmitter locations). Application: Sea surface + and sea ice height extent, and classification Name: GNSS-R calibrated bistatic + radar reflectivities Description: Higher level product used to derive land-surface + reflectivity. Data format and content: gbrRfl*.nc L1A along-track calibrated + relative power between reflected and direct signals (e.g., bistatic radar + reflectivities) measured by Spire conventional GNSS-R satellites. Application: + GNSS-R studies, soil moisture, ocean wind, and sea ice applications Name: + GNSS-R calibrated bistatic radar cross-sections Description: Higher level + product used to derive ocean surface roughness products. Data format and content: + gbrRCS*.nc L1B along-track calibrated and normalized bistatic radar cross-sections + measured by Spire conventional GNSS-R satellites. Application: GNSS-R studies, + ocean wind and sea ice applications Name: Combined Surface Soil Moisture + Description: Combined CYGNSS and SMAP soil moisture data are provided as a + combined surface soil moisture (COMB-SSM) product in two data level formats: + L2U1 and L3U1. 6 x 6 km grid cell. L-band measurements of surface soil moisture + benefit from better vegetation penetration in comparison to traditional C-band + measurements. Data format and content: COMB-SSM.nc This file contains the + combined data product containing measurements from both CYGNSS and SMAP reported + on a 6 km global Equi7Grid grid. Application: Agriculture, crop insurance, + farming solutions, climatology, terrain awareness, peatlands and wetlands + monitoring etc. Name: Ionosphere total electron content Description: Spire + routinely collects and processes a large volume of total electron content + (TEC) data, representing the line-of-sight integration of electron density + between a Spire satellite and a GNSS satellite. Each file contains line-of-sight + ionospheric total electron content (TEC) estimates derived for a \\u2018single + viewing arc\\u2019 contained in the POD observation file. Viewing arcs are + at least 10 minutes in duration. Data format and content: podTec*.nc This + file contains the line-of-sight total electron content with associated orbital + information. Application: Space weather research, tsunamigenic earthquakes, + weather applications, space situational awareness (SSA), autonomous vehicles + etc Name: Ionosphere scintillation Description: The scintillation index for + each GNSS frequency is computed onboard the spacecraft. This index provides + a measure of the fluctuations of the GNSS signal over the course of 10 seconds + caused by propagation of the radio signals through electron density irregularities + in the ionosphere. After the raw indices are downlinked to the ground, they + are packaged along with associated metadata such as orbit position to create + the final scintillation data product. Data format and content: scnLv1*.nc + This file contains on-board computed scintillation data (S4 only) with associated + orbital information Application: Space weather research, solar events, TIDs, + weather applications positioning and navigation, communications etc. Name: + Electron density profile Description: Electron density profiles are retrieved + as a function of altitude. Electron density profiles are processed from podTec + netcdf files, which span a sufficient elevation angle range. A standard Abel + inversion algorithm is applied to retrieve the profiles. Data format and content: + ionPrf*.nc This file contains electron density profile retrieved from podTec + files spanning appropriate elevation angle range Application: Space weather + research, solar events, TIDs, weather applications positioning and navigation, + communications. The products are available as part of the Spire provision + with worldwide coverage. All details about the data provision, data access + conditions and quota assignment procedure are described in the Terms of Applicability + (https://earth.esa.int/eogateway/documents/20142/37627/SPIRE-Terms-Of-Applicability.pdf/0dd8b3e8-05fe-3312-6471-a417c6503639).\",\n + \ \"type\": \"Collection\",\n \"title\": \"Spire live and historical + data\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n 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Yields\",\n + \ \"Forest Fires\",\n \"Landscape\",\n \"Topography\",\n + \ \"Weather Events\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH + SCIENCE > AGRICULTURE > FOREST SCIENCE > AFFORESTATION/REFORESTATION\",\n + \ \"EARTH SCIENCE > AGRICULTURE > AGRICULTURAL PLANT SCIENCE > CROP/PLANT + YIELDS\",\n \"EARTH SCIENCE > AGRICULTURE > FOREST SCIENCE > FOREST + FIRE SCIENCE\",\n \"EARTH SCIENCE > LAND SURFACE > LANDSCAPE\",\n \"EARTH + SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE + > WEATHER EVENTS\",\n \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 + - 1.30 \xB5m)\",\n \"SWIR (1.3 - 3.0 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"High Resolution + - HR (5 - 20 m)\",\n \"832 km for SPOT-1 to 5, 694 km for SPOT-6 and + 7\",\n \"60 km\",\n \"Cameras\",\n \"SPOT 6\",\n \"SPOT + 7\",\n \"NAOMI\"\n ],\n \"created\": \"2019-07-16T00:00:00.00Z\",\n + \ \"description\": \"The SPOT 6 and 7 satellites ensure data continuity + with the no longer operational SPOT 5 satellite and provide an archive of + very high resolution optical acquisition as well as the possibility to task + the satellites for new acquisitions. Following the completion of the SPOT + 7 mission in March 2023, new acquisition tasking is only available for the + SPOT 6 satellite. The ortho-products are automatically generated by the SPOT + 6 and 7 ground segment, based on SRTM database or Reference3D when available. + The projection available for SPOT 6 and 7 ortho-products is UTM, datum WGS84. + \ Bands combinations: - Pansharpened: colour image at 1.5 m resolution - Bundle: + 1.5 m panchromatic image and 6 m multispectral image Geometric processing + levels: - Primary: The Primary product is the processing level closest to + the natural image acquired by the sensor. This product restores perfect collection + conditions: the sensor is placed in rectilinear geometry, and the image is + clear of all radiometric distortion. - Standard Ortho: The Ortho product is + a georeferenced image in Earth geometry, corrected from acquisition and terrain + off-nadir effects. - Tailored ortho: Aside from the Standard Ortho product, + when different specifications are needed, a custom orthorectification, with + a more precise 3D model provided by the client or acquired for the purpose, + can be provided on demand.\",\n \"type\": \"Collection\",\n \"title\": + \"SPOT 6 & 7 full archive and tasking\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.intelligence-airbusds.com/satellite-data/\",\n + \ \"type\": \"text/html\",\n \"title\": \"SPOT-6 to 7 products + description - Other\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"http://www.intelligence-airbusds.com/spotmaps/\",\n + \ \"type\": \"text/html\",\n \"title\": \"SPOTMaps technical + information - Other\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/1586698/SPOTMaps2.5.kmz\",\n + \ \"title\": \"SPOTMaps 2.5 geographical coverage - Other\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SPOT-6-7-imagery-user-guide.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SPOT 6&7 + Imagery User Guide - Product Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://www.intelligence-airbusds.com/imagery/constellation/pleiades-neo/how-to-order/\",\n + \ \"type\": \"text/html\",\n \"title\": \"OneAtlas guides + - Data Access Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.intelligence-airbusds.com/en/4871-geostore-ordering\",\n + \ \"type\": \"text/html\",\n \"title\": \"GeoStore Catalogue + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://oneatlas.airbus.com/\",\n \"type\": + \"text/html\",\n \"title\": \"OneAtlas Living Library - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/SPOT-Pleiades-data-terms-of-applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SPOT and + Pleiades Terms of Applicability - Access Guide\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SPOT67fullarchiveandtasking1?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SPOT%206\",\n + \ \"title\": \"More collections for SPOT 6 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SPOT%207\",\n + \ \"title\": \"More collections for SPOT 7 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/ec73a747-76a7-56f1-a011-0465a3ed4a87\",\n + \ \"title\": \"More collections for NAOMI instrument\"\n }\n + \ ],\n \"id\": \"SPOT67fullarchiveandtasking1\",\n \"updated\": + \"2023-06-13T13:23:42Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"NAOMI\"],\n + \ \"platform\": [\n \"SPOT 6\",\n \"SPOT 7\"\n ]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2020-04-20T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"global\",\n \"tropics\",\n \"polar + regions\",\n \"atmospheric winds\",\n \"atmospheric dynamic\",\n + \ \"troposphere\",\n \"stratosphere\",\n \"air quality\",\n + \ \"mie\",\n \"rayleigh\",\n \"clouds\",\n \"aerosols\",\n + \ \"wind profiles\",\n \"weather\",\n \"climate\",\n \"weather + forecast\",\n \"Atmospheric Winds\",\n \"Atmospheric Indicators\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"UV + (0.01 - 0.4 \xB5m)\",\n \"Sun-synchronous\",\n \"Horizontal + resolution at measurement scale: 3 km; Horizontal resolution at observation + scale for Rayleigh/Mie: 87/10 km\",\n \"250-2000 m vertical resolution\",\n + \ \"ALD_U_N_1B\",\n \"320 km\",\n \"Lidar/Laser Sounders\",\n + \ \"Aeolus\",\n \"ALADIN\"\n ],\n \"created\": \"2020-04-30T00:00:00.00Z\",\n + \ \"description\": \"The Level 1B wind product of the Aeolus mission contains + the preliminary HLOS (horizontal line-of-sight) wind observations for Rayleigh + and Mie receivers, which are generated in Near Real Time. Standard atmospheric + correction (Rayleigh channel), receiver response and bias correction is applied. + The product is generated within 3 hours after data acquisition.\",\n \"type\": + \"Collection\",\n \"title\": \"Aeolus preliminary HLOS (horizontal line-of-sight) + wind observations for Rayleigh and Mie receivers\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Sensor-and-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus Sensor + and Product Description - Aeolus Sensor and Product Description\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L1B_Wind_Products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Aeolus\",\n + \ \"title\": \"More collections for Aeolus platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a032cde6-16e3-5940-988e-f6d79870d14c\",\n + \ \"title\": \"More collections for ALADIN instrument\"\n }\n + \ ],\n \"id\": \"L1B_Wind_Products\",\n \"updated\": \"2023-06-15T11:50:19Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"ALADIN\"],\n + \ \"platform\": [\"Aeolus\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2010-04-08T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"sci:doi\": \"10.5270/CR2-120cf4c\",\n \"keywords\": [\n \"World\",\n + \ \"DIF10\",\n \"Ice Product\",\n \"ice-sheet elevation\",\n + \ \"sea-ice freeboard\",\n \"altimeter\",\n \"Oceans\",\n + \ \"EARTH SCIENCE > OCEANS\",\n \"Snow and Ice\",\n \"EARTH + SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > TERRESTRIAL + HYDROSPHERE > SNOW/ICE\",\n \"Inclined, non-sun-synchronous\",\n \"FDM\",\n + \ \"LRM\",\n \"SAR\",\n \"SARIn\",\n \"GRD\",\n + \ \"GOP\",\n \"IOP\",\n \"Radar Altimeters\",\n \"CryoSat-2\",\n + \ \"SIRAL\"\n ],\n \"created\": \"2019-06-04T00:00:00.000Z\",\n + \ \"description\": \"CryoSat's primary payload is the SAR/Interferometric + Radar Altimeter (SIRAL) (https://earth.esa.int/eogateway/instruments/siral) + which has extended capabilities to meet the measurement requirements for ice-sheet + elevation and sea-ice freeboard. CryoSat also carries three star trackers + for measuring the orientation of the baseline. In addition, a radio receiver + called Doppler Orbit and Radio Positioning Integration by Satellite (DORIS) + and a small laser retroreflector ensures that CryoSat's position will be accurately + tracked. More detailed information on CryoSat instruments is available on + the CryoSat mission page. The following CryoSat datasets are available and + distributed to registered users: Level 1B and L2 Ice products: FDM, LRM, + SAR and SARIn Consolidated Level 2 (GDR): (LRM+SAR+SARIN) consolidated ice + products over an orbit Intermediate Level 2 Ice products: LRM, SAR and SARIn + L1b and L2 Ocean Products: GOP and IOP CryoTEMPO EOLIS Point Products CryoTEMPO + EOLIS Gridded Products Detailed information concerning each of the above + datasets is available in the CryoSat Products Overview (https://earth.esa.int/eogateway/missions/cryosat/products) + and in the news item: CryoSat Ocean Products now open to scientific community + (https://earth.esa.int/web/guest/missions/esa-operational-eo-missions/cryosat/news/-/asset_publisher/47bD/content/cryosat-ocean-products-now-open-to-scientific-community). + \ CryoSat Level 1B altimetric products contain time and geo-location information + as well as SIRAL measurements in engineering units. Calibration corrections + are included and have been applied to the window delay computations. In Offline + products, geophysical corrections are computed from Analysis Auxiliary Data + Files (ADFs), whereas in FDM products corrections are computed for Forecast + ADFs. All corrections are included in the data products and therefore the + range can be calculated by taking into account the surface type. The Offline + Level 2 LRM, SAR and SARIn ice altimetric products are generated 30 days after + data acquisition and are principally dedicated to glaciologists working on + sea-ice and land-ice areas. The Level 2 FDM products are near-real time ocean + products, generated 2-3 hours after data acquisition, and fulfill the needs + of some ocean operational services. Level 2 products contain the time of measurement, + the geo-location and the height of the surface. IOP and GOP are outputs of + the CryoSat Ocean Processor. These products are dedicated to the study of + ocean surfaces, and provided specifically for the needs of the oceanographic + community. IOP are generated 2-3 days after data sensing acquisition and use + the DORIS Preliminary Orbit. GOP are typically generated 30 days after data + sensing acquisition and use the DORIS Precise Orbit. Geophysical corrections + are computed from the Analysis ADFs, however following the oceanographic convention + the corrections are available but not directly applied to the range (as for + FDM). The CryoSat ThEMatic PrOducts (Cryo-TEMPO) projects aim to deliver + a new paradigm of simplified, harmonized, and agile CryoSat-2 products, that + are easily accessible to new communities of non-altimeter experts and end + users. The Cryo-TEMPO datasets include dedicated products over five thematic + areas, covering Sea Ice, Land Ice, Polar Ocean, Coastal Ocean and Inland Water, + together with a novel SWATH product (CryoTEMPO-EOLIS) that exploits CryoSat's + SARIn mode over ice sheet margins. The standard Cryo-TEMPO products include + fully-traceable uncertainties and use rapidly evolving, state-of-the-art processing + dedicated to each thematic area. Throughout the project, the products will + be constantly evolved, and validated by a group of Thematic Users, thus ensuring + optimal relevance and impact for the intended target communities. More information + on the Cryo-TEMPO products can be found on the Project Website (http://cryosat.mssl.ucl.ac.uk/tempo/index.html). + The CryoTEMPO-EOLIS swath product exploits CryoSat's SARIn mode and the novel + Swath processing technique to deliver increased spatial and temporal coverage + of time-dependent elevation over land ice, a critical metric for tracking + ice mass trends in support to a wide variety of end-users. The CryoTEMPO-EOLIS + swath product exploits CryoSat's SARIn mode and the novel Swath processing + technique to deliver increased spatial and temporal coverage of time-dependent + elevation over land ice, a critical metric for tracking ice mass trends in + support to a wide variety of end-users.The dataset consists of systematic + reprocessing of the entire CryoSat archive to generate new L2-Swath products, + increasing data sampling by 1 to 2 orders of magnitude compared with the operational + L2 ESA product. In addition, the EOLIS dataset is joined with the ESA L2 Point-Of-Closest-Approach + to generate monthly DEM (Digital Elevation Model) products. This dataset will + further the ability of the community to analyse and understand trends across + the Greenland Ice Sheet margin, Antarctica and several mountain glaciers and + ice caps around the world.\",\n \"type\": \"Collection\",\n \"title\": + \"CryoSat products\",\n \"license\": \"various\",\n \"assets\": + {\n \"search\": {\n \"roles\": [\"search\"],\n \"href\": + \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=CryoSat.products\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3ACryoSat.products&bbox=-180.0,-90.0,180.0,90.0&width=768&height=762&srs=EPSG%3A4326&transparent=true&styles=Magma&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetCapabilities\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetCapabilities\",\n + \ \"title\": \"GetCapabilities\",\n \"type\": \"application/xml\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/CR2-120cf4c\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series CryoSat.products\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for CryoSat.products\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/CryoSat.products/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/CryoSat.products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"wms:transparent\": true,\n \"rel\": \"wms\",\n \"wms:dimensions\": + {\"version\": \"1.1.1\"},\n \"href\": \"https://eovoc.spacebel.be/geoserver/wms\",\n + \ \"type\": \"image/png\",\n \"title\": \"CryoSat.products\",\n + \ \"wms:layers\": [\"Density:CryoSat.products\"],\n \"wms:styles\": + [\"Magma\"]\n },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n \"title\": + \"More collections for ESA/ESRIN\"\n },\n {\n \"rel\": + \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/CryoSat-2\",\n + \ \"title\": \"More collections for CryoSat-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/ba530a28-c2ba-5a34-b71e-678d316e936f\",\n + \ \"title\": \"More collections for SIRAL instrument\"\n }\n + \ ],\n \"id\": \"CryoSat.products\",\n \"updated\": \"2023-11-09T11:03:42Z\",\n + \ \"stac_extensions\": [\n \"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\n + \ \"https://stac-extensions.github.io/web-map-links/v1.2.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SIRAL\"],\n + \ \"platform\": [\"CryoSat-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -84,\n 180,\n + \ 84\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-02-29T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"DIF10\",\n \"Land Surface\",\n \"EARTH + SCIENCE > LAND SURFACE\",\n \"Mapping and Cartography\",\n \"Natural + Hazards and Disaster Risk\",\n \"EARTH SCIENCE > HUMAN DIMENSIONS > + NATURAL HAZARDS\",\n \"Sun-synchronous\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Very High Resolution + - VHR (0 - 5m)\",\n \"SSC_DEF_SC, SSC_DEF_CO\",\n \"475-575 + km\",\n \"8 km at nadir for SkySat-1 to -2, 6.6 km at nadir for SkySat-3 + to -13\",\n \"Imaging Spectrometers/Radiometers\",\n \"SkySat\",\n + \ \"SkySat Camera\"\n ],\n \"created\": \"2022-06-23T00:00:00.000Z\",\n + \ \"description\": \"The SkySat ESA archive collection consists of SkySat + products requested by ESA supported projects over their areas of interest + around the world and that ESA collected over the years. The dataset regularly + grows as ESA collects new SkySat products. Two different product types are + offered, Ground Sampling Distance at nadir up to 65 cm for PAN and up to 0.8m + for MS EO-SIP Product Type Product description Content SSC_DEF_SC Basic and + Ortho scene * Level 1B 4-bands Analytic /DN Basic scene * Level 1B 4-bands + Panchromatic /DN Basic scene * Level 1A 1-band Panchromatic DN Pre Sup resolution + Basic scene * Level 3B 3-bands Visual Ortho Scene * Level 3B 4-bands Pansharpened + Multispectral Ortho Scene * Level 3B 4-bands Analytic/DN/SR Ortho Scene * + Level 3B 1-band Panchromatic /DN Ortho Scene SSC_DEF_CO Ortho Collect * Visual + 3-band Pansharpened Image * Multispectral 4-band Pansharpened Image * Multispectral + 4-band Analytic/DN/SR Image (B, G, R,N) * 1-band Panchromatic Image The + Basic Scene product is uncalibrated, not radiometrically corrected for atmosphere + or for any geometric distortions inherent in the imaging process \\u2022Analytic + - unorthorectified, radiometrically corrected, multispectral BGRN \\u2022Analytic + DN - unorthorectified, multispectral BGRN \\u2022Panchromatic - unorthorectified, + radiometrically corrected, panchromatic (PAN) \\u2022Panchromatic DN - unorthorectified, + panchromatic (PAN) \\u2022L1A Panchromatic DN - unorthorectified, pre-super + resolution, panchromatic (PAN) The Ortho Scene product is sensor and geometrically + corrected, and is projected to a cartographic map projection. \\u2022Visual + - orthorectified, pansharpened, and color-corrected (using a color curve) + 3-band RGB Imagery \\u2022Pansharpened Multispectral - orthorectified, pansharpened + 4-band BGRN Imagery \\u2022Analytic SR - orthorectified, multispectral BGRN. + Atmospherically corrected Surface Reflectance product. \\u2022Analytic - orthorectified, + multispectral BGRN. Radiometric corrections applied to correct for any sensor + artifacts and transformation to top-of-atmosphere radiance \\u2022Analytic + DN - orthorectified, multispectral BGRN, uncalibrated digital number imagery + product Radiometric corrections applied to correct for any sensor artifacts + \\u2022Panchromatic - orthorectified, radiometrically correct, panchromatic + (PAN) \\u2022Panchromatic DN - orthorectified, panchromatic (PAN), uncalibrated + digital number imagery product The Ortho Collect product is created by composing + SkySat Ortho Scenes along an imaging strip. The product may contain artifacts + resulting from the composing process, particular offsets in areas of stitched + source scenes. Spatial coverage: Check the spatial coverage of the collection + on a _$$map$$ https://tpm-ds.eo.esa.int/smcat/SkySat/ available on the Third + Party Missions Dissemination Service.\",\n \"type\": \"Collection\",\n + \ \"title\": \"Skysat ESA archive\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=SkySatESAarchive\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3ASkySatESAarchive&bbox=-146.2499999999999,-35.15625,172.96875,80.15625&width=768&height=330&srs=EPSG%3A4326&transparent=true&styles=Turbo&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetCapabilities\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetCapabilities\",\n + \ \"title\": \"GetCapabilities\",\n \"type\": \"application/xml\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySatESAarchive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/SkySatESAarchive/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series SkySatESAarchive\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySatESAarchive/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for SkySatESAarchive\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/SkySatESAarchive/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - 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ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"Sun-synchronous\",\n + \ \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n + \ \"SWIR (1.3 - 3.0 \xB5m)\",\n \"TIR (6.0 - 15.0 \xB5nm)\",\n + \ \"DPAS 5.0\",\n \"Medium Resolution - MR (20 - 500 m)\",\n + \ \"OAT_GEO_1P\",\n \"OAT_GTC_1P\",\n \"OAT_SP__2P\",\n + \ \"OAT_SR__2P\",\n \"705 km\",\n \"185 km\",\n \"Imaging + Spectrometers/Radiometers\",\n \"Landsat-8\",\n \"OLI\",\n \"TIRS\"\n + \ ],\n \"created\": \"2022-01-14T00:00:00.000Z\",\n \"description\": + \"This dataset contains the European Coverage of Landsat 8 Collection 2 data, + both Level 1 and Level 2, since the beginning of the mission. Landsat 8 Collection + 2 is the result of reprocessing effort on the archive and on fresh products + with significant improvement with respect to Collection 1 on data quality, + obtained by means of advancements in data processing, algorithm development. + The primary characteristic is a relevant improvement in the absolute geolocation + accuracy (now re-baselined to the European Space Agency Copernicus Sentinel-2 + Global Reference Image, GRI) but includes also updated digital elevation modelling + sources, improved Radiometric Calibration (even correction for the TIRS striping + effect), enhanced Quality Assessment Bands, updated and consistent metadata + files, usage of Cloud Optimized Georeferenced (COG) Tagged Image File Format. + \ Landsat 8 level 1 products combine data from the 2 Landsat instruments, + OLI and TIRS. The level 1 products generated can be either L1TP or L1GT: \\u2022 + L1TP - Level 1 Precision Terrain (Corrected) (L1T) products: Radiometrically + calibrated and orthorectified using ground control points (GCPs) and digital + elevation model (DEM) data to correct for relief displacement. The highest + quality Level-1 products suitable for pixel-level time series analysis. GCPs + used for L1TP correction are derived from the Global Land Survey 2000 (GLS2000) + data set. \\u2022 L1GT - Level 1 Systematic Terrain (Corrected) (L1GT) products: + L1GT data products consist of L0 product data with systematic radiometric, + geometric and terrain corrections applied and resampled for registration to + a cartographic projection, referenced to the WGS84, G873, or current version. + The dissemination server contains three different classes of Level1 products + \\u2022 Real Time (RT): Newly acquired Landsat 8 OLI/TIRS data are processed + upon downlink but use an initial TIRS line-of-sight model parameters; the + data is made available in less than 12 hours (4-6 hours typically). Once the + data have been reprocessed with the refined TIRS parameters, the products + are transitioned to either Tier 1 or Tier 2 and removed from the Real-Time + tier (in 14-16 days). \\u2022 Tier 1 (T1): Landsat scenes with the highest + available data quality are placed into Tier 1 and are considered suitable + for time-series analysis. Tier 1 includes Level-1 Precision and Terrain (L1TP) + corrected data that have well-characterized radiometry and are inter-calibrated + across the different Landsat instruments. The georegistration of Tier 1 scenes + is consistent and within prescribed image-to-image tolerances of \u2266 12-meter + radial root mean square error (RMSE). \\u2022 Tier 2 (T2): Landsat scenes + not meeting Tier 1 criteria during processing are assigned to Tier 2. Tier + 2 scenes adhere to the same radiometric standard as Tier 1 scenes, but do + not meet the Tier 1 geometry specification due to less accurate orbital information + (specific to older Landsat sensors), significant cloud cover, insufficient + ground control, or other factors. This includes Systematic Terrain (L1GT) + and Systematic (L1GS) processed data. Landsat 8 level 2 products are generated + from L1GT and L1TP Level 1 products that meet the <76 degrees Solar Zenith + Angle constraint and include the required auxiliary data inputs to generate + a scientifically viable product. The data are available a couple of days after + the Level1 T1/T2. The level 2 products generated can be L2SP or L2SR: \\u2022 + L2SP - Level 2 Science Products (L2SP) products: include Surface Reflectance + (SR), Surface Temperature (ST), ST intermediate bands, an angle coefficients + file, and Quality Assessment (QA) Bands. \\u2022 L2SR - Level 2 Surface Reflectance + (L2SR) products: include Surface Reflectance (SR), an angle coefficients file, + and Quality Assessment (QA) Bands; it is generated if ST could not be generated + \ Two different categories of Level 1 products are offered: LC with Optical, + Thermal and Quality Map images, LO with Optical and Quality Map images (Thermal + not available). 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\"METOP-B\",\n + \ \"METOP-C\",\n \"GOME-2\",\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ],\n \"description\": \"The Global Ozone Monitoring + Experiment-2 (GOME-2) instrument continues the long-term monitoring of atmospheric + trace gas constituents started with GOME / ERS-2 and SCIAMACHY / Envisat. + Currently, there are three GOME-2 instruments operating on board EUMETSAT's + Meteorological Operational satellites MetOp-A, -B and -C, launched in October + 2006, September 2012, and November 2018, respectively. GOME-2 can measure + a range of atmospheric trace constituents, with the emphasis on global ozone + distributions. Furthermore, cloud properties and intensities of ultraviolet + radiation are retrieved. These data are crucial for monitoring the atmospheric + composition and the detection of pollutants. DLR generates operational GOME-2 + / MetOp level 2 products in the framework of EUMETSAT's Satellite Application + Facility on Atmospheric Chemistry Monitoring (AC-SAF). GOME-2 near-real-time + products are available already two hours after sensing.\\t\\tOCRA (Optical + Cloud Recognition Algorithm) and ROCINN (Retrieval of Cloud Information using + Neural Networks) are used for retrieving the following geophysical cloud properties + from GOME and GOME-2 data: cloud fraction (cloud cover), cloud-top pressure + (cloud-top height), and cloud optical thickness (cloud-top albedo). OCRA is + an optical sensor cloud detection algorithm that uses the PMD devices on GOME + / GOME-2 to deliver cloud fractions for GOME / GOME-2 scenes. ROCINN takes + the OCRA cloud fraction as input and uses a neural network training scheme + to invert GOME / GOME-2 reflectivities in and around the O2-A band. VLIDORT + [Spurr (2006)] templates of reflectances based on full polarization scattering + of light are used to train the neural network. ROCINN retrieves cloud-top + pressure and cloud-top albedo. The cloud optical thickness is computed using + libRadtran [Mayer and Kylling (2005)] radiative transfer simulations taking + as input the cloud-top albedo retrieved with ROCINN. For more details please + refer to relevant peer-review papers listed on the GOME and GOME-2 documentation + pages: https://atmos.eoc.dlr.de/app/docs/\",\n \"type\": \"Collection\",\n + \ \"title\": \"METOP GOME-2 - Cloud Optical Thickness (COT) - Global\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/810631f4-c311-44f2-9ced-c2260df2bc06?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/810631f4-c311-44f2-9ced-c2260df2bc06?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"enclosure_3\": {\n \"roles\": [\"data\"],\n + \ \"href\": \"https://geoservice.dlr.de/eoc/atmosphere/wms?\",\n \"type\": + 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GOME-2 can measure + a range of atmospheric trace constituents, with the emphasis on global ozone + distributions. Furthermore, cloud properties and intensities of ultraviolet + radiation are retrieved. These data are crucial for monitoring the atmospheric + composition and the detection of pollutants. DLR generates operational GOME-2 + / MetOp level 2 products in the framework of EUMETSAT's Satellite Application + Facility on Atmospheric Chemistry Monitoring (AC-SAF). 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{\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/eaa1390e-6453-5b90-9ed2-90c3f5096d83\",\n + \ \"title\": \"More collections for GOME-2 instrument\"\n }\n + \ ],\n \"id\": \"bf8dbf94-ff16-42bf-a957-0e8f80813aff\",\n \"updated\": + \"2024-06-20T13:07:52Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"DE/DLR\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"GOME-2\"],\n \"processing:lineage\": + [\"Please refer to relevant peer-review papers listed on the GOME and GOME-2 + documentation pages for more details on nitrogen dioxide retrieval: https://atmos.eoc.dlr.de/app/docs/\"],\n + \ \"platform\": [\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ]\n }\n },\n {\n \"extent\": + {\n \"spatial\": 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DLR generates + operational GOME-2 / MetOp level 2 products in the framework of EUMETSAT's + Satellite Application Facility on Atmospheric Chemistry Monitoring (AC-SAF). + GOME-2 near-real-time products are available already two hours after sensing.\\t\\t\\tThe + operational HCHO total column products are generated using the algorithm GDP + (GOME Data Processor) version 4.x integrated into the UPAS (Universal Processor + for UV / VIS Atmospheric Spectrometers) processor for generating level 2 trace + gas and cloud products.\\t\\t\\tFor more details please refer to relevant + peer-review papers listed on the GOME and GOME-2 documentation pages: https://atmos.eoc.dlr.de/app/docs/\",\n + \ \"type\": \"Collection\",\n \"title\": \"METOP GOME-2 - Formaldehyde + (HCHO) - Global\",\n \"license\": \"various\",\n \"assets\": {\n + \ \"metadata_iso_19139\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": 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\"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/3dd6bbdd-5dca-411e-b251-cdc325d703c4?httpAccept=application/rdf%2Bxml\",\n + \ 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{\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/eaa1390e-6453-5b90-9ed2-90c3f5096d83\",\n + \ \"title\": \"More collections for GOME-2 instrument\"\n }\n + \ ],\n \"id\": \"3dd6bbdd-5dca-411e-b251-cdc325d703c4\",\n \"updated\": + \"2024-06-20T13:07:47Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"DE/DLR\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"GOME-2\"],\n \"processing:lineage\": + [\"Please refer to relevant peer-review papers listed on the GOME and GOME-2 + documentation pages for more details on formaldehyde retrieval: https://atmos.eoc.dlr.de/app/docs/\"],\n + \ \"platform\": [\n \"Metop-A\",\n \"Metop-B\",\n + \ \"Metop-C\"\n ]\n }\n },\n {\n \"extent\": + {\n \"spatial\": 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metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"MAJA\",\n \"GeoTiff\",\n \"Forestry\",\n + \ \"Forest Conservation/Protection\",\n \"Sentinel-2\",\n \"MSI\"\n + \ ],\n \"created\": \"2023-09-05T00:00:00.00Z\",\n \"description\": + \"False colour satellite data allows you to upgrade your forest surveys. It + provides you with a broader perspective of biotic and abiotic disturbances + in real-time. This enables you to make more informed decisions to safeguard + the forests. Forestry professionals can utilise false colour imagery to optimise + their forestry operations, such as planning and monitoring tree planting, + conducting inventory assessments, and identifying areas for habitat restoration.\",\n + \ \"type\": \"Collection\",\n \"title\": \"False Colour Composites\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"search\": + {\n \"roles\": [\"search\"],\n \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n \"type\": + \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n },\n + \ \"quicklook\": {\n \"roles\": [\"overview\"],\n \"href\": + \"https://eovoc.spacebel.be/images/fcc.png\",\n \"type\": \"image/png\",\n + \ \"title\": \"graphic overview\"\n }\n },\n \"links\": + [\n {\n \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series F-FCC\"\n },\n {\n \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC/queryables\",\n + \ \"type\": \"application/schema+json\",\n \"title\": \"Queryables + for F-FCC\"\n },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/F-FCC/api\",\n \"type\": + \"application/opensearchdescription+xml\",\n \"title\": \"OpenSearch + Description Document\"\n },\n {\n \"rel\": \"ordering\",\n + \ \"href\": \"https://emc.spacebel.be/ordering?collection=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Order F-FCC Product\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://eovoc.spacebel.be/images/FC_Brochure_final.pdf\",\n \"type\": + \"application/pdf\",\n \"title\": \"F-FCC Brochure - F-FCC Product + Description\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Spacebel + SA\",\n \"title\": \"More collections for Spacebel SA\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-2\",\n + \ \"title\": \"More collections for Sentinel-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/s2-msi\",\n + \ \"title\": \"More collections for MSI instrument\"\n }\n + \ ],\n \"id\": \"F-FCC\",\n \"updated\": \"2023-09-05T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Spacebel SA\",\n \"url\": \"https://www.spacebel.com\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MSI\"],\n + \ \"platform\": [\"Sentinel-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-14T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-85m0a7b\",\n \"keywords\": + [\n \"World\",\n \"Land Surface\",\n \"Topography\",\n + \ \"Cryosphere\",\n \"Snow and Ice\",\n \"Oceans\",\n + \ \"Ocean Waves\",\n \"Sea Surface Topography\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > LAND SURFACE\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE + > CRYOSPHERE\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH + SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > + OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH + SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"800 km\",\n \"5 - 1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). Please consult the Envisat + RA-2/MWR Product Quality Readme file before using the data.\",\n \"type\": + \"Collection\",\n \"title\": \"Envisat RA-2 Sensor and Geophysical Data + Record - SGDR\_[RA2_MWS__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-85m0a7b\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/web/sppa/mission-performance/esa-missions/envisat/ra2/products-and-algorithms/products-information/aux\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA2-MWR Auxiliary + Data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/ra2/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat RA-2 MWR + Sensor Performance, Products and Algorithms - Product Information\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-Level-2-Product-Handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-product-specifications.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Specifications - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-MWR-Level-2-Product-Readme-3.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"ReadMe file + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Error-Budget-Envisat-Altimetry-Mission.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat Altimetry + Error Budget - Technical Note\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=ra2-mwr\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA-2 Software Tools + - Tools\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n \"type\": + \"text/html\",\n \"title\": \"Get Help? - ESA Earth Observation User + Services Portal\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2ebd3948-3f88-5944-8e3c-7e60099ec941\",\n + \ \"title\": \"More collections for RA-2 instrument\"\n }\n + \ ],\n \"id\": \"ENVISAT.RA2.MWS_2P\",\n \"updated\": \"2023-06-13T13:23:41Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"RA-2\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-04-29T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-opsw96m\",\n \"keywords\": + [\n \"World\",\n \"DIF10\",\n \"Atmosphere\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"Atmospheric Winds\",\n \"EARTH SCIENCE + > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n \"MERIS + RR - 1040 m across track / 1160 m along track\",\n \"800 km\",\n \"5 + - 1150 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Envisat\",\n + \ \"MERIS\"\n ],\n \"created\": \"2019-05-28T00:00:00.000Z\",\n + \ \"description\": \"The MERIS Level 1 Reduced Resolution (RR) product + contains the Top of Atmosphere (TOA) upwelling spectral radiance measures + at reduced resolution. The in-band reference irradiances for the 15 MERIS + bands are computed by averaging the in-band solar irradiance of each pixel. + The in-band solar irradiance of each pixel is computed by integrating the + reference solar spectrum with the band-pass of each pixel. The MERIS RR Level + 1 product has Sentinel 3-like format starting from the 4th reprocessing data + released to users in July 2020. Each measurement and annotation data file + is in NetCDF 4. The Level 1 product is composed of 22 measurements data files: + 15 files containing radiances at each band (one band per file), accompanied + by the associated error estimates, and 7 annotation data files. The band-pass + of each pixel is derived from on-ground and in-flight characterisation via + an instrument model. The values \\\"Band wavelength\\\" and \\\"Bandwidth\\\" + provided in the Manifest file of the Level 1 products are the averaged band-pass + of each pixel over the instrument field of view. The Auxiliary data used + are listed in the Manifest file associated to each product. MERIS was operating + continuously on the day side of the Envisat orbit (descending track). RR data + was acquired over 43.5 minutes in each orbit, i.e. 80% of the descending track.\",\n + \ \"type\": \"Collection\",\n \"title\": \"Envisat MERIS Reduced + Resolution - Level 1 [MER_RR__1P/ME_1_RRG]\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=MER.RR__1P\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3AMER.RR__1P&bbox=-180.0,-90.0,180.0,90.0&width=768&height=384&srs=EPSG%3A4326&transparent=true&styles=Turbo&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": 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\"https://emc.spacebel.be/collections/MER.RR__1P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-opsw96m\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/MER.RR__1P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/MER.RR__1P/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series MER.RR__1P\"\n 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\"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/meris/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"MERIS 4th data + reprocessing documentation - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=Envisat,MERIS&subFilter=&sortby=NEWEST_FIRST\",\n + \ \"type\": \"text/html\",\n \"title\": \"More MERIS Documents + - Other\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/search?text=MERIS&category=Tools%20and%20toolboxes&filter=Envisat,MERIS&subFilter=&sortby=ZA\",\n + \ \"type\": \"text/html\",\n \"title\": \"MERIS Software + and Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/missions/envisat\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat mission + - Description of Envisat mission\"\n },\n {\n \"rel\": + \"describedby\",\n 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1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). Please consult the Envisat + RA-2/MWR Product Quality Readme file before using the data.\",\n \"type\": + \"Collection\",\n \"title\": \"Envisat RA-2 Sensor and Geophysical Data + Record - SGDR\_[RA2_MWS__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-85m0a7b\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/web/sppa/mission-performance/esa-missions/envisat/ra2/products-and-algorithms/products-information/aux\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA2-MWR Auxiliary + Data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/ra2/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat RA-2 MWR + Sensor Performance, Products and Algorithms - Product Information\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-Level-2-Product-Handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-product-specifications.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Specifications - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-MWR-Level-2-Product-Readme-3.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"ReadMe file + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Error-Budget-Envisat-Altimetry-Mission.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat Altimetry + Error Budget - Technical Note\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=ra2-mwr\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA-2 Software Tools + - Tools\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n \"type\": + \"text/html\",\n \"title\": \"Get Help? - ESA Earth Observation User + Services Portal\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2ebd3948-3f88-5944-8e3c-7e60099ec941\",\n + \ \"title\": \"More collections for RA-2 instrument\"\n }\n + \ ],\n \"id\": \"ENVISAT.RA2.MWS_2P\",\n \"updated\": \"2023-06-13T13:23:41Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"RA-2\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-04-29T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-opsw96m\",\n \"keywords\": + [\n \"World\",\n \"DIF10\",\n \"Atmosphere\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"Atmospheric Winds\",\n \"EARTH SCIENCE + > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n \"MERIS + RR - 1040 m across track / 1160 m along track\",\n \"800 km\",\n \"5 + - 1150 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Envisat\",\n + \ \"MERIS\"\n ],\n \"created\": \"2019-05-28T00:00:00.000Z\",\n + \ \"description\": \"The MERIS Level 1 Reduced Resolution (RR) product + contains the Top of Atmosphere (TOA) upwelling spectral radiance measures + at reduced resolution. The in-band reference irradiances for the 15 MERIS + bands are computed by averaging the in-band solar irradiance of each pixel. + The in-band solar irradiance of each pixel is computed by integrating the + reference solar spectrum with the band-pass of each pixel. The MERIS RR Level + 1 product has Sentinel 3-like format starting from the 4th reprocessing data + released to users in July 2020. Each measurement and annotation data file + is in NetCDF 4. The Level 1 product is composed of 22 measurements data files: + 15 files containing radiances at each band (one band per file), accompanied + by the associated error estimates, and 7 annotation data files. The band-pass + of each pixel is derived from on-ground and in-flight characterisation via + an instrument model. The values \\\"Band wavelength\\\" and \\\"Bandwidth\\\" + provided in the Manifest file of the Level 1 products are the averaged band-pass + of each pixel over the instrument field of view. 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\"https://emc.spacebel.be/collections/series/items/EOP:ESA:SCIHUB:S5P/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinel.esa.int/web/sentinel/missions/sentinel-5P\",\n + \ \"title\": \"ESA Sentinel-5P Online\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-5p-tropomi\",\n + \ \"title\": \"Sentinel-5P TROPOMI User Guide \"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": 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metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"MAJA\",\n \"GeoTiff\",\n \"Forestry\",\n + \ \"Forest Conservation/Protection\",\n \"Sentinel-2\",\n \"MSI\"\n + \ ],\n \"created\": \"2023-09-05T00:00:00.00Z\",\n \"description\": + \"False colour satellite data allows you to upgrade your forest surveys. It + provides you with a broader perspective of biotic and abiotic disturbances + in real-time. This enables you to make more informed decisions to safeguard + the forests. 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F-FCC Product + Description\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Spacebel + SA\",\n \"title\": \"More collections for Spacebel SA\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-2\",\n + \ \"title\": \"More collections for Sentinel-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/s2-msi\",\n + \ \"title\": \"More collections for MSI instrument\"\n }\n + \ ],\n \"id\": \"F-FCC\",\n \"updated\": \"2023-09-05T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Spacebel SA\",\n \"url\": \"https://www.spacebel.com\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MSI\"],\n + \ \"platform\": [\"Sentinel-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-14T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-85m0a7b\",\n \"keywords\": + [\n \"World\",\n \"Land Surface\",\n \"Topography\",\n + \ \"Cryosphere\",\n \"Snow and Ice\",\n \"Oceans\",\n + \ \"Ocean Waves\",\n \"Sea Surface Topography\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > LAND SURFACE\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE + > CRYOSPHERE\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH + SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > + OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH + SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"800 km\",\n \"5 - 1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). 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The Auxiliary data used + are listed in the Manifest file associated to each product. MERIS was operating + continuously on the day side of the Envisat orbit (descending track). 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metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2002-05-14T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-85m0a7b\",\n \"keywords\": + [\n \"World\",\n \"Land Surface\",\n \"Topography\",\n + \ \"Cryosphere\",\n \"Snow and Ice\",\n \"Oceans\",\n + \ \"Ocean Waves\",\n \"Sea Surface Topography\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > LAND SURFACE\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE + > CRYOSPHERE\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH + SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > + OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH + SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"800 km\",\n \"5 - 1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). 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A range of scientific disciplines including hydrology, limnology, + climatology, biogeochemistry and geodesy are interested in distribution and + \ functioning of the millions of lakes (from small ponds to inland seas), + from the local to the global scale. Remote sensing provides an opportunity + to extend the spatio-temporal scale of lake observation. The five thematic + climate variables included in this dataset are:\xE2\\u0080\xA2\\tLake Water + Level (LWL): a proxy fundamental to understand the balance between water inputs + and water loss and their connection with regional and global climate changes.\xE2\\u0080\xA2\\tLake + Water Extent (LWE): a proxy for change in glacial regions (lake expansion) + and drought in many arid environments, water extent relates to local climate + for the cooling effect that water bodies provide.\xE2\\u0080\xA2\\tLake Surface + Water temperature (LSWT): correlated with regional air temperatures and a + proxy for mixing regimes, driving biogeochemical cycling and seasonality. + \xE2\\u0080\xA2\\tLake Ice Cover (LIC): freeze-up in autumn and advancing + break-up in spring are proxies for gradually changing climate patterns and + seasonality. \xE2\\u0080\xA2\\tLake Water-Leaving Reflectance (LWLR): a direct + indicator of biogeochemical processes and habitats in the visible part of + the water column (e.g. seasonal phytoplankton biomass fluctuations), and an + indicator of the frequency of extreme events (peak terrestrial run-off, changing + mixing conditions).Data generated in the Lakes_cci project are derived from + data from multiple instruments and multiple satellites including; TOPEX/Poseidon, + Jason, ENVISAT, SARAL, Sentinel, Landsat, ERS, Terra/Aqua, Suomi NPP, Metop + and Orbview. 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collections for TOPEX/POSEIDON platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/08071848-9a68-5a42-887d-235260cadbf3\",\n + \ \"title\": \"More collections for OLCI instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/6bfc7afc-547a-57cd-818c-6d90e3e589ab\",\n + \ \"title\": \"More collections for OLI instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/003ed1d0-9f6c-59cb-a427-1fa4c4a92107\",\n + \ \"title\": \"More collections for MERIS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/27547a00-7d37-5113-b10f-666ccbfd86d4\",\n + \ \"title\": \"More collections for RA instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/f3ef7078-65ef-5dee-8c5c-61f9706a34ad\",\n + \ \"title\": \"More collections for ATSR-2 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/450624e5-a0b1-5f27-ac6b-74a1aea8cb9e\",\n + \ \"title\": \"More collections for AVHRR-3 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2ebd3948-3f88-5944-8e3c-7e60099ec941\",\n + \ \"title\": \"More collections for RA-2 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/57b7f820-6ba2-5076-b015-39ad3fb32c55\",\n + \ \"title\": \"More collections for TM instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2df2947d-cb3f-54e7-8f8b-352422892db9\",\n + \ \"title\": \"More collections for POSEIDON-2 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/552b5118-99d2-5861-b6ed-7e81cabc983c\",\n + \ \"title\": \"More collections for MSS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/7917f326-4734-5836-8709-c172236d36a9\",\n + \ \"title\": \"More collections for SSALT instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/702277a0-8a84-5af3-a8f4-31d712ff17c3\",\n + \ \"title\": \"More collections for AATSR instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/482c462e-543c-5b17-9c69-ef7327e950a9\",\n + \ \"title\": \"More collections for SeaWiFS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/ada8f84c-48ef-50a6-b2ba-635a1bdb7d14\",\n + \ \"title\": \"More collections for MODIS instrument\"\n }\n + \ ],\n \"id\": \"ef1627f523764eae8bbb6b81bf1f7a0a\",\n \"updated\": + \"2024-10-07T23:54:42Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CEDA\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\n \"OLCI\",\n \"OLI\",\n \"MERIS\",\n + \ \"RA\",\n \"ATSR-2\",\n \"AVHRR-3\",\n \"RA-2\",\n + \ \"TM\",\n \"POSEIDON-2\",\n \"MSS\",\n \"SSALT\",\n + \ \"AATSR\",\n \"SeaWiFS\",\n \"MODIS\"\n ],\n + \ \"processing:lineage\": [\"This dataset was generate in the framework + of the Lakes CCI+ project, funded by ESA. Data were produced by the project + team and supplied for archiving at the Centre for Environmental Data Analysis + (CEDA).\"],\n \"platform\": [\n \"AQUA\",\n \"Envisat\",\n + \ \"ERS-2\",\n \"Jason-1\",\n \"JASON-3\",\n \"Landsat-4\",\n + \ \"Landsat-5\",\n \"Landsat-7\",\n \"Landsat-8\",\n + \ \"Metop-A\",\n \"Metop-B\",\n \"OrbView-2\",\n + \ \"SARAL\",\n \"Sentinel-1A\",\n \"Sentinel-3A\",\n + \ \"Sentinel-3B\",\n \"TERRA\",\n \"TOPEX/POSEIDON\"\n + \ ]\n }\n },\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -90,\n 180,\n 90\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"1992-09-26T00:00:00Z\",\n + \ \"2022-12-31T23:59:59Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"ESA\",\n \"CCI\",\n \"Lakes\",\n + \ \"ECV\",\n \"orthoimagery\",\n \"EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>FRESHWATER + ECOSYSTEMS>LAKE/POND>MONTANE LAKE\",\n \"Jason-2\",\n \"Envisat\",\n + \ \"Jason-1\",\n \"Topex/Poseidon\",\n \"MODIS_AQUA\",\n + \ \"MODIS_TERRA\",\n \"ERS\",\n \"Landsat-8\",\n \"Landsat-5\",\n + \ \"Jason-3\",\n \"Landsat-7\",\n \"Metop\",\n \"Landsat-4\",\n + \ \"SARAL\",\n \"Sentinel-3A\",\n \"Sentinel-3B\",\n \"Sentinel-1\",\n + \ \"Sentinel-2\"\n ],\n \"description\": \"This dataset contains + the Lakes Essential Climate Variable, which is comprised of processed satellite + observations at the global scale, over the period 1992-2022, for over 2000 + inland water bodies. This dataset was produced by the European Space Agency + (ESA) Lakes Climate Change Initiative (Lakes_cci) project. For more information + about the Lakes_cci please visit the project website. This is version 2.1.0 + of the dataset.The six thematic climate variables included in this dataset + are:\xE2\\u0080\xA2 Lake Water Level (LWL), derived from satellite altimetry, + is fundamental to understand the balance between water inputs and water loss + and their connection with regional and global climate change.\xE2\\u0080\xA2 + Lake Water Extent (LWE), modelled from the relation between LWL and high-resolution + spatial extent observed at set time-points, describes the areal extent of + the water body. This allows the observation of drought in arid environments, + expansion in high Asia, or impact of large-scale atmospheric oscillations + on lakes in tropical regions for example. .\xE2\\u0080\xA2 Lake Surface Water + temperature (LSWT), derived from optical and thermal satellite observations, + is correlated with regional air temperatures and is informative about vertical + mixing regimes, driving biogeochemical cycling and seasonality.\xE2\\u0080\xA2 + Lake Ice Cover (LIC), determined from optical observations, describes the + freeze-up in autumn and break-up of ice in spring, which are proxies for gradually + changing climate patterns and seasonality.\xE2\\u0080\xA2 Lake Water-Leaving + Reflectance (LWLR), derived from optical satellite observations, is a direct + indicator of biogeochemical processes and habitats in the visible part of + the water column (e.g. seasonal phytoplankton biomass fluctuations), and an + indicator of the frequency of extreme events (peak terrestrial run-off, changing + mixing conditions).\xE2\\u0080\xA2 Lake Ice Thickness (LIT), containing LIT + information over Great Slave lake from 2002-2022.Data generated in the Lakes_cci + are derived from multiple satellite sensors including: TOPEX/Poseidon, Jason, + ENVISAT, SARAL, Sentinel 2-3, Landsat 4, 5, 7 and 8, ERS-1, ERS-2, Terra/Aqua + and Metop-A/B.Satellite sensors associated with the thematic climate variables + are as follows:LWL: TOPEX/Poseidon, Jason-1, Jason-2, Jason-3, Sentinel-6A, + Envisat RA/RA-2, SARAL AltiKa, GFO, Sentinel-3A SRAL, Sentinel-3B SRAL, ERS-1 + RA, ERS-2; LWE: Landsat 4 TM, 5 TM, 7 ETM+, 8 OLI, Sentinel-1 C-band SAR, + Sentinel-2 MSI, Sentinel-3A SRAL, Sentinel-3B SRAL, ERS-1 AMI, ERS-2 AMI;LSWT: + Envisat AATSR, Terra/Aqua MODIS, Sentinel-3A ATTSR-2, Sentinel-3B, ERS-2 AVHRR, + Metop-A/B; LIC: Terra/Aqua MODIS; LWLR: Envisat MERIS, Sentinel-3A OLCI A/B, + Aqua MODIS;LIT: Jason1, Jason2, Jason3, POSEIDON-2, POSEIDON-3 and POSEIDON-3B.Detailed + information about the generation and validation of this dataset is available + from the Lakes_cci documentation available on the project website and in + Carrea, L., Cr\xC3\xA9taux, JF., Liu, X. et al. Satellite-derived multivariate + world-wide lake physical variable timeseries for climate studies. Sci Data + 10, 30 (2023). https://doi.org/10.1038/s41597-022-01889-z\",\n \"type\": + \"Collection\",\n \"title\": \"ESA Lakes Climate Change Initiative (Lakes_cci): + \ Lake products, Version 2.1\",\n \"license\": \"various\",\n \"assets\": + {\n \"search\": {\n \"roles\": [\"search\"],\n \"href\": + \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=7fc9df8070d34cacab8092e45ef276f1\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"enclosure\": {\n \"roles\": [\"data\"],\n \"href\": + \"http://data.ceda.ac.uk/neodc/esacci/lakes/data/lake_products/L3S/v2.1/\",\n + \ \"type\": \"application/x-binary\",\n \"title\": \"DOWNLOAD + - Download Data\"\n },\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series 7fc9df8070d34cacab8092e45ef276f1\"\n },\n {\n + \ \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/7fc9df8070d34cacab8092e45ef276f1/queryables\",\n + \ \"type\": \"application/schema+json\",\n \"title\": \"Queryables + for 7fc9df8070d34cacab8092e45ef276f1\"\n },\n {\n \"rel\": + \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/7fc9df8070d34cacab8092e45ef276f1/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://catalogue.ceda.ac.uk/uuid/7fc9df8070d34cacab8092e45ef276f1\",\n + \ \"title\": \"CEDA Data Catalogue Page - 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Data were produced by the project team + and supplied for archiving at the Centre for Environmental Data Analysis (CEDA).\"]}\n + \ },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -90,\n 180,\n 90\n ]]},\n \"temporal\": + {\"interval\": [[\n \"1992-09-26T00:00:00Z\",\n \"2020-12-31T23:59:59Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"ESA\",\n \"CCI\",\n \"Lakes\",\n \"ECV\",\n + \ \"orthoimagery\",\n \"EARTH SCIENCE>BIOSPHERE>ECOSYSTEMS>FRESHWATER + ECOSYSTEMS>LAKE/POND>MONTANE LAKE\"\n ],\n \"description\": \"This + dataset contains the Lakes Essential Climate Variable, which is comprised + of processed satellite observations at the global scale, over the period 1992-2020, + for over 2000 inland water bodies. This dataset was produced by the European + Space Agency (ESA) Lakes Climate Change Initiative (Lakes_cci) project. For + more information about the Lakes_cci please visit the project website. This + is version 2.0.2 of the dataset. The five thematic climate variables included + in this dataset are:\xE2\\u0080\xA2 Lake Water Level (LWL), derived from satellite + altimetry, is fundamental to understand the balance between water inputs and + water loss and their connection with regional and global climate change.\xE2\\u0080\xA2 + Lake Water Extent (LWE), modelled from the relation between LWL and high-resolution + spatial extent observed at set time-points, describes the areal extent of + the water body. This allows the observation of drought in arid environments, + expansion in high Asia, or impact of large-scale atmospheric oscillations + on lakes in tropical regions for example. .\xE2\\u0080\xA2 Lake Surface Water + temperature (LSWT), derived from optical and thermal satellite observations, + is correlated with regional air temperatures and is informative about vertical + mixing regimes, driving biogeochemical cycling and seasonality.\xE2\\u0080\xA2 + Lake Ice Cover (LIC), determined from optical observations, describes the + freeze-up in autumn and break-up of ice in spring, which are proxies for gradually + changing climate patterns and seasonality.\xE2\\u0080\xA2 Lake Water-Leaving + Reflectance (LWLR), derived from optical satellite observations, is a direct + indicator of biogeochemical processes and habitats in the visible part of + the water column (e.g. seasonal phytoplankton biomass fluctuations), and an + indicator of the frequency of extreme events (peak terrestrial run-off, changing + mixing conditions).Data generated in the Lakes_cci are derived from multiple + satellite sensors including: TOPEX/Poseidon, Jason, ENVISAT, SARAL, Sentinel + 2-3, Landsat OLI, ERS, MODIS Terra/Aqua and Metop.Detailed information about + the generation and validation of this dataset is available from the Lakes_cci + documentation available on the project website and in Carrea, L., Cr\xC3\xA9taux, + JF., Liu, X. et al. Satellite-derived multivariate world-wide lake physical + variable timeseries for climate studies. 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Data were produced by the project team + and supplied for archiving at the Centre for Environmental Data Analysis (CEDA).V2.0.2 + of the data provides a minor update to v2.0.1, which fixes an issue with missing + data.\"]}\n },\n {\n \"extent\": {\n \"spatial\": null,\n + \ \"temporal\": {\"interval\": [[\n \"2014-10-05T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"target-application#seaiceforecastingapplication\",\n + \ \"Oceanographic geographical features\",\n \"satellite-observation\",\n + \ \"sea_ice_x_displacement\",\n \"sea_ice_y_displacement\",\n + \ \"multi-year\",\n \"marine-safety\",\n \"weather-climate-and-seasonal-forecasting\",\n + \ \"coastal-marine-environment\",\n \"marine-resources\",\n \"global-ocean\",\n + \ \"Level 4\",\n \"Not Applicable\"\n ],\n \"created\": + \"2023-11-30T00:00:00.00Z\",\n \"description\": \"'''Short description:'''The + \ product contains a reprocessed multi year version of the daily composite + 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list of dependencies is given in ISO19115's aggregationInfo (ISO19139 + Xpath = \\\"gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' + or 'upstream-production']\\\")\"]}\n },\n {\n \"extent\": {\n \"spatial\": + null,\n \"temporal\": {\"interval\": [[\n \"2018-05-28T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Oceanographic geographical features\",\n + \ \"satellite-observation\",\n \"sea_surface_wave_significant_height\",\n + \ \"sea_surface_wave_period_at_variance_spectral_density_maximum\",\n + \ \"sea_surface_wave_from_direction_at_variance_spectral_density_maximum\",\n + \ \"near-real-time\",\n \"coastal-marine-environment\",\n \"marine-resources\",\n + \ \"marine-safety\",\n \"weather-climate-and-seasonal-forecasting\",\n + \ \"north-west-shelf-seas\",\n \"arctic-ocean\",\n \"baltic-sea\",\n + \ \"mediterranean-sea\",\n \"iberian-biscay-irish-seas\",\n \"black-sea\",\n + \ \"global-ocean\",\n \"Level 3\",\n \"Not Applicable\"\n + \ ],\n \"created\": \"2012-08-26T00:00:00.00Z\",\n \"description\": + \"'''Short description:'''Near-Real-Time mono-mission satellite-based integral + parameters derived from the directional wave spectra. Using linear propagation + wave model, only wave observations that can be back-propagated to wave converging + regions are considered. The dataset parameters includes partition significant + wave height, partition peak period and partition peak or principal direction + given along swell propagation path in space and time at a 3-hour timestep, + from source to land. Validity flags are also included for each parameter and + indicates the valid time steps along propagation (eg. no propagation for significant + wave height close to the storm source or any integral parameter when reaching + the land). The integral parameters at observation point are also available + together with a quality flag based on the consistency between each propagated + observation and the overall swell field.This product is processed by the WAVE-TAC + multi-mission SAR data processing system. It serves in near-real time the + main operational oceanography and climate forecasting centers in Europe and + worldwide. It processes near-real-time data from the following SAR missions: + Sentinel-1A and Sentinel-1B.One file is produced for each mission and is available + in two formats: one gathering in one netcdf file all observations related + to the same swell field, and for another all observations available in a 3-hour + time range, and for both formats, propagated information from source to land.'''DOI + (product) :''' https://doi.org/10.48670/moi-00178\",\n \"type\": \"Collection\",\n + \ \"title\": \"GLOBAL OCEAN L3 SPECTRAL PARAMETERS FROM NRT SATELLITE + MEASUREMENTS\",\n \"version\": \"4.2\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": 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\"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n },\n + \ \"quicklook\": {\n \"roles\": [\"overview\"],\n \"href\": + \"https://catalogue.marine.copernicus.eu/documents/IMG/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002.png\",\n + \ \"type\": \"image/png\",\n 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},\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + 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\"https://emc.spacebel.be/collections/WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/WAVE-CLS-TOULOUSE-FR\",\n + \ \"title\": \"More collections for WAVE-CLS-TOULOUSE-FR\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/CMEMS\",\n + \ \"title\": \"More collections for CMEMS\"\n }\n ],\n + \ \"id\": \"WAVE_GLO_WAV_L3_SPC_NRT_OBSERVATIONS_014_002\",\n \"updated\": + \"2024-06-13T12:23:36.057Z\",\n \"stac_extensions\": [\n \"https://stac-extensions.github.io/version/v1.2.0/schema.json\",\n + \ \"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CMEMS\",\n \"url\": \"http://marine.copernicus.eu/\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ },\n {\n \"roles\": [\"producer\"],\n \"name\": + \"WAVE-CLS-TOULOUSE-FR\"\n }\n ],\n \"summaries\": {\"processing:lineage\": + [\"The myOcean products depends on other products for production or validation. + The detailed list of dependencies is given in ISO19115's aggregationInfo (ISO19139 + Xpath = \\\"gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' + or 'upstream-production']\\\")\"]}\n },\n {\n \"extent\": {\n \"spatial\": + null,\n \"temporal\": {\"interval\": [[\n \"2020-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Oceanographic geographical features\",\n + \ \"satellite-observation\",\n \"mass_concentration_of_suspended_matter_in_sea_water\",\n + \ \"surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air\",\n + \ \"mass_concentration_of_chlorophyll_a_in_sea_water\",\n \"sea_water_turbidity\",\n + \ \"volume_backwards_scattering_coefficient_of_radiative_flux_in_sea_water_due_to_particles\",\n + \ \"near-real-time\",\n \"marine-resources\",\n \"marine-safety\",\n + \ \"coastal-marine-environment\",\n \"weather-climate-and-seasonal-forecasting\",\n + \ \"arctic-ocean\",\n \"Level 4\",\n \"Not Applicable\"\n + \ ],\n \"created\": \"2021-04-26T00:00:00.00Z\",\n \"description\": + \"'''Short description:'''The High-Resolution Ocean Colour (HR-OC) Consortium + (Brockmann Consult, Royal Belgian Institute of Natural Sciences, Flemish Institute + for Technological Research) distributes Level 4 (L4) Turbidity (TUR, expressed + in FNU), Solid Particulate Matter Concentration (SPM, expressed in mg/l), + particulate backscattering at 443nm (BBP443, expressed in m-1) and chlorophyll-a + concentration (CHL, expressed in \xB5g/l) for the Sentinel 2/MSI sensor at + 100m resolution for a 20km coastal zone. The products of region ARC are delivered + in polar Lambertian Azimuthal Equal Area (LAEA) projection (EPSG:6931, EASE2). + To limit file size the products are provided in tiles of 600x800 km\xB2. BBP443, + constitute the category of the 'optics' products. The BBP443 product is generated + from the L3 RRS products using a quasi-analytical algorithm (Lee et al. 2002). + The 'transparency' products include TUR and SPM). They are retrieved through + the application of automated switching algorithms to the RRS spectra adapted + to varying water conditions (Novoa et al. 2017). The GEOPHYSICAL product consists + of the Chlorophyll-a concentration (CHL) retrieved via a multi-algorithm approach + with optimized quality flagging (O'Reilly et al. 2019, Gons et al. 2005, Lavigne + et al. 2021). Monthly products (P1M) are temporal aggregates of the daily + L3 products. Daily products contain gaps in cloudy areas and where there is + no overpass at the respective day. Aggregation collects the non-cloudy (and + non-frozen) contributions to each pixel. Contributions are averaged per variable. + While this does not guarantee data availability in all pixels in case of persistent + clouds, it provides a more complete product compared to the sparsely filled + daily products. The Monthly L4 products (P1M) are generally provided withing + 4 days after the last acquisition date of the month. Daily gap filled L4 products + (P1D) are generated using the DINEOF (Data Interpolating Empirical Orthogonal + Functions) approach which reconstructs missing data in geophysical datasets + by using a truncated Empirical Orthogonal Functions (EOF) basis in an iterative + approach. DINEOF reconstructs missing data in a geophysical dataset by extracting + the main patterns of temporal and spatial variability from the data. While + originally designed for low resolution data products, recent research has + resulted in the optimization of DINEOF to handle high resolution data provided + by Sentinel-2 MSI, including cloud shadow detection (Alvera-Azc\xE1rate et + al., 2021). These types of L4 products are generated and delivered one month + after the respective period.'''Processing information:'''The HR-OC processing + system is deployed on Creodias where Sentinel 2/MSI L1C data are available. + The production control element is being hosted within the infrastructure of + Brockmann Consult. The processing chain consists of:* Resampling to 60m and + mosaic generation of the set of Sentinel-2 MSI L1C granules of a single overpass + that cover a single UTM zone.* Application of a glint correction taking into + account the detector viewing angles* Application of a coastal mask with 20km + water + 20km land. The result is a L1C mosaic tile with data just in the coastal + area optimized for compression.* Level 2 processing with pixel identification + (IdePix), atmospheric correction (C2RCC and ACOLITE or iCOR), in-water processing + and merging (HR-OC L2W processor). The result is a 60m product with the same + extent as the L1C mosaic, with variables for optics, transparency, and geophysics, + and with data filled in the water part of the coastal area.* invalid pixel + identification takes into account corrupted (L1) pixels, clouds, cloud shadow, + glint, dry-fallen intertidal flats, coastal mixed-pixels, sea ice, melting + ice, floating vegetation, non-water objects, and bottom reflection.* Daily + L3 aggregation merges all Level 2 mosaics of a day intersecting with a target + tile. All valid water pixels are included in the 20km coastal stripes; all + other values are set to NaN. There may be more than a single overpass a day, + in particular in the northern regions. The main contribution usually is the + mosaic of the zone, but also adjacent mosaics may overlap. This step comprises + resampling to the 100m target grid. * Monthly L4 aggregation combines all + Level 3 products of a month and a single tile. The output is a set of 3 NetCDF + datasets for optics, transparency, and geophysics respectively, for the tile + and month.* Gap filling combines all daily products of a period and generates + (partially) gap-filled daily products again. The output of gap filling are + 3 datasets for optics (BBP443 only), transparency, and geophysics per day.'''Description + of observation methods/instruments:'''Ocean colour technique exploits the + emerging electromagnetic radiation from the sea surface in different wavelengths. + The spectral variability of this signal defines the so-called ocean colour + which is affected by the presence of phytoplankton.'''Quality / Accuracy / + Calibration information:'''A detailed description of the calibration and validation + activities performed over this product can be found on the CMEMS web portal + and in CMEMS-BGP_HR-QUID-009-201_to_212.'''Suitability, Expected type of users + / uses:'''This product is meant for use for educational purposes and for the + managing of the marine safety, marine resources, marine and coastal environment + and for climate and seasonal studies.'''Dataset names: '''*cmems_obs_oc_arc_bgc_geophy_nrt_l4-hr_P1M-v01*cmems_obs_oc_arc_bgc_transp_nrt_l4-hr_P1M-v01*cmems_obs_oc_arc_bgc_optics_nrt_l4-hr_P1M-v01*cmems_obs_oc_arc_bgc_geophy_nrt_l4-hr_P1D-v01*cmems_obs_oc_arc_bgc_transp_nrt_l4-hr_P1D-v01*cmems_obs_oc_arc_bgc_optics_nrt_l4-hr_P1D-v01'''Files + format:'''*netCDF-4, CF-1.7*INSPIRE compliant.'''DOI (product) :''' https://doi.org/10.48670/moi-00062\",\n + \ \"type\": \"Collection\",\n \"title\": \"Arctic Region, Bio-Geo-Chemical, + L4, monthly means and interpolated daily observation\",\n \"version\": + \"2.1\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": 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\"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n },\n + \ \"quicklook\": {\n \"roles\": [\"overview\"],\n \"href\": + \"https://catalogue.marine.copernicus.eu/documents/IMG/OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207.png\",\n + \ \"type\": \"image/png\",\n \"title\": \"graphic overview\"\n + \ }\n },\n \"links\": [\n {\n \"rel\": \"self\",\n + \ \"href\": 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\"https://emc.spacebel.be/collections/OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/OC-CNR-ROMA-IT\",\n + \ \"title\": \"More collections for OC-CNR-ROMA-IT\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/HROC-RBINS-BRUSSELS-BE\",\n + \ \"title\": \"More collections for HROC-RBINS-BRUSSELS-BE\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/HROC-BC-HAMBURG-GE\",\n + \ \"title\": \"More collections for HROC-BC-HAMBURG-GE\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/CMEMS\",\n + \ \"title\": \"More collections for CMEMS\"\n }\n ],\n + \ \"id\": \"OCEANCOLOUR_ARC_BGC_HR_L4_NRT_009_207\",\n \"updated\": + \"2024-03-22T13:11:31.161Z\",\n \"stac_extensions\": [\n \"https://stac-extensions.github.io/version/v1.2.0/schema.json\",\n + \ \"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CMEMS\",\n \"url\": \"http://marine.copernicus.eu/\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ },\n {\n \"roles\": [\"producer\"],\n \"name\": + \"OC-CNR-ROMA-IT\"\n }\n ],\n \"summaries\": {\"processing:lineage\": + [\"The myOcean products depends on other products for production or validation. + The detailed list of dependencies is given in ISO19115's aggregationInfo (ISO19139 + Xpath = \\\"gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' + or 'upstream-production']\\\")\"]}\n },\n {\n \"extent\": {\n \"spatial\": + null,\n \"temporal\": {\"interval\": [[\n \"2019-05-04T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"EARTH SCIENCE>CRYOSPHERE>SEA ICE>SEA ICE + CONCENTRATION>ICE FRACTION\",\n \"EARTH SCIENCE>OCEANS>SEA ICE>ICE + DEPTH/THICKNESS\",\n \"target-application#seaiceservices\",\n \"target-application#seaiceforecastingapplication\",\n + \ \"target-application#seaiceclimate\",\n \"target-application#seaiceinformation\",\n + \ \"Oceanographic geographical features\",\n \"satellite-observation\",\n + \ \"sea_ice_area_fraction\",\n \"sea_ice_x_displacement\",\n + \ \"sea_ice_y_displacement\",\n \"sea_ice_thickness\",\n \"near-real-time\",\n + \ \"weather-climate-and-seasonal-forecasting\",\n \"marine-resources\",\n + \ \"coastal-marine-environment\",\n \"marine-safety\",\n \"baltic-sea\",\n + \ \"Level 4\",\n \"Not Applicable\"\n ],\n \"created\": + \"2011-10-26T00:00:00.00Z\",\n \"description\": \"'''Short description:'''For + the Baltic Sea - The operational sea ice service at FMI provides ice parameters + over the Baltic Sea. The products are based on SAR images and are produced + on pass-by-pass basis during the Baltic Sea ice season, and show the ice thickness + and drift in a 500 m and 800m grid, respectively. The Baltic sea ice concentration + product is based on data from SAR and microwave radiometer. The algorithm + uses SENTINEL-1 SAR EW mode dual-polarized HH/HV data combined with AMSR2 + radiometer data.'''DOI (product) :''' https://doi.org/10.48670/moi-00133\",\n + \ \"type\": \"Collection\",\n \"title\": \"Baltic Sea - SAR Sea Ice + Thickness and Drift, Multisensor Sea Ice Concentration\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n 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(schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": 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\"https://emc.spacebel.be/series/eo:organisationName/OSI-METNO-OSLO-NO + (PM)\",\n \"title\": \"More collections for OSI-METNO-OSLO-NO (PM)\"\n + \ },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:organisationName/OSI-METNO-OSLO-NO (WPL)\",\n + \ \"title\": \"More collections for OSI-METNO-OSLO-NO (WPL)\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/SIW-FMI-HELSINKI-FI\",\n + \ \"title\": \"More collections for SIW-FMI-HELSINKI-FI\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/SIW-METNO-OSLO-NO\",\n + \ \"title\": \"More collections for SIW-METNO-OSLO-NO\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/CMEMS\",\n + \ \"title\": \"More collections for CMEMS\"\n }\n ],\n + \ \"id\": \"SEAICE_BAL_SEAICE_L4_NRT_OBSERVATIONS_011_011\",\n \"updated\": + \"2024-06-14T10:11:44.647Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CMEMS\",\n \"url\": \"http://marine.copernicus.eu/\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ },\n {\n \"roles\": [\"producer\"],\n \"name\": + \"OSI-METNO-OSLO-NO (PM)\"\n }\n ],\n \"summaries\": {\"processing:lineage\": + [\"The myOcean products depends on other products for production or validation. + The detailed list of dependencies is given in ISO19115's aggregationInfo (ISO19139 + Xpath = \\\"gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' + or 'upstream-production']\\\")\"]}\n },\n {\n \"extent\": {\n \"spatial\": + null,\n \"temporal\": {\"interval\": [[\n \"2021-04-27T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"\",\n \"Oceanographic geographical + features\",\n \"satellite-observation\",\n \"near-real-time\",\n + \ \"weather-climate-and-seasonal-forecasting\",\n \"marine-safety\",\n + \ \"marine-resources\",\n \"coastal-marine-environment\",\n \"global-ocean\",\n + \ \"Level 3\",\n \"Not Applicable\"\n ],\n \"created\": + \"2011-10-11T00:00:00.00Z\",\n \"description\": \"'''Short description:''' + For the Arctic Ocean - multiple Sentinel-1 scenes, Sigma0 calibrated and + noise-corrected, with individual geographical map projections over Svalbard + and Greenland Sea regions.'''DOI (product) :''' https://doi.org/10.48670/moi-00124\",\n + \ \"type\": \"Collection\",\n \"title\": \"ARCTIC Ocean and Sea-Ice + Sigma-Nought\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SEAICE_ARC_PHY_L3M_NRT_011_017\",\n + \ \"type\": 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\"https://emc.spacebel.be/collections/SEAICE_ARC_PHY_L3M_NRT_011_017?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/OSI-METNO-OSLO-NO + (PM)\",\n \"title\": \"More collections for OSI-METNO-OSLO-NO (PM)\"\n + \ },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:organisationName/OSI-METNO-OSLO-NO (WPL)\",\n + \ \"title\": \"More collections for OSI-METNO-OSLO-NO (WPL)\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/SIW-METNO-OSLO-NO\",\n + \ \"title\": \"More collections for SIW-METNO-OSLO-NO\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/CMEMS\",\n + \ \"title\": \"More collections for CMEMS\"\n }\n ],\n + \ \"id\": \"SEAICE_ARC_PHY_L3M_NRT_011_017\",\n \"updated\": \"2024-03-21T09:30:00.224Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CMEMS\",\n \"url\": \"http://marine.copernicus.eu/\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ },\n {\n \"roles\": [\"producer\"],\n \"name\": + \"OSI-METNO-OSLO-NO (PM)\"\n }\n ],\n \"summaries\": {\"processing:lineage\": + [\"The myOcean products depends on other products for production or validation. + The detailed list of dependencies is given in ISO19115's aggregationInfo (ISO19139 + Xpath = \\\"gmd:MD_Metadata/gmd:identificationInfo/gmd:aggregationInfo[./gmd:MD_AggregateInformation/gmd:initiativeType/gmd:DS_InitiativeTypeCode/@codeListValue='upstream-validation' + or 'upstream-production']\\\")\"]}\n },\n {\n \"extent\": {\n \"spatial\": + null,\n \"temporal\": {\"interval\": [[\n \"1997-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Oceanographic geographical features\",\n + \ \"satellite-observation\",\n \"change_in_mass_concentration_of_chlorophyll_in_seawater_over_time\",\n + \ \"multi-year\",\n \"coastal-marine-environment\",\n \"weather-climate-and-seasonal-forecasting\",\n + \ \"marine-resources\",\n \"marine-safety\",\n \"black-sea\",\n + \ \"Level 4\",\n \"Not Applicable\"\n ],\n \"created\": + \"2018-02-12T00:00:00.00Z\",\n \"description\": \"'''DEFINITION'''This + product includes the Black Sea satellite chlorophyll trend map based on regional + chlorophyll reprocessed (MY) product as distributed by CMEMS OC-TAC. This + dataset, derived from multi-sensor (SeaStar-SeaWiFS, AQUA-MODIS, NOAA20-VIIRS, + NPP-VIIRS, Envisat-MERIS and Sentinel3-OLCI) Rrs spectra produced by CNR using + an in-house processing chain, is obtained by means of two different regional + algorithms developed with the BiOMaP data set (Zibordi et al., 2011): a band-ratio + algorithm (B/R) (Zibordi et al., 2015) and a Multilayer Perceptron (MLP) neural + net algorithm based on Rrs values at three individual wavelengths (490, 510 + and 555 nm) (Kajiyama et al., 2018). The processing chain and the techniques + used for algorithms merging are detailed in Colella et al. (2023). The trend + map is obtained by applying Colella et al. (2016) methodology, where the Mann-Kendall + test (Mann, 1945; Kendall, 1975) and Sens\\u2019s method (Sen, 1968) are applied + on deseasonalized monthly time series, as obtained from the X-11 technique + (see e. g. Pezzulli et al. 2005), to estimate, trend magnitude and its significance. + The trend is expressed in % per year that represents the relative changes + (i.e., percentage) corresponding to the dimensional trend [mg m-3 y-1] with + respect to the reference climatology (1997-2014). Only significant trends + (p < 0.05) are included.'''CONTEXT'''Phytoplankton are key actors in the carbon + cycle and, as such, recognised as an Essential Climate Variable (ECV). Chlorophyll + concentration - as a proxy for phytoplankton - respond rapidly to changes + in environmental conditions, such as light, temperature, nutrients and mixing + (Colella et al. 2016). The character of the response depends on the nature + of the change drivers, and ranges from seasonal cycles to decadal oscillations + (Basterretxea et al. 2018). Therefore, it is of critical importance to monitor + chlorophyll concentration at multiple temporal and spatial scales, in order + to be able to separate potential long-term climate signals from natural variability + in the short term. In particular, phytoplankton in the Black Sea is known + to respond to climate variability associated with the North Atlantic Oscillation + (NAO) (Oguz et al .2003). Furthermore, chlorophyll analysis also demands the + use of robust statistical temporal decomposition techniques, in order to separate + the long-term signal from the seasonal component of the time series.'''CMEMS + KEY FINDINGS'''The average Black Sea trend for the 1997-2022 period is absolutely + similar to the previous release (1997-2021) and about -1.4% per year. The + trend is negative overall the basin, with weaker values in the central area, + up to no significant trend percentages. The western side of the basin highlights + markable negative trend. Negative values are shown in the Azov Sea with a + strong inversion offshore the Don River. The overall negative trend in the + map is in accordance with the results of Bengil and Mavruk (2018), that revealed + a decreasing trend of chlorophyll during the post-eutrophication phase in + the years 1997-2017.'''Figure caption'''Black Sea satellite chlorophyll trend + over the period 1997-2022, based on CMEMS product OCEANCOLOUR_BLK_BGC_L4_MY_009_154. + Trend are expressed in % per year, with positive trends in red and negative + trends in blue.'''DOI (product):''' https://doi.org/10.48670/moi-00212\",\n + \ \"type\": \"Collection\",\n \"title\": \"Black Sea Chlorophyll-a + trend map from Observations Reprocessing\",\n \"version\": \"3.4\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/OMI_HEALTH_CHL_BLKSEA_OCEANCOLOUR_trend\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 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\"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"items\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series EOP:ESA:Sentinel-5P\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:SCIHUB:S5P/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for EOP:ESA:SCIHUB:S5P\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://dataspace.copernicus.eu\",\n \"title\": \"Copernicus Data + Space Ecosystem - Copernicus Data Space Ecosystem\"\n },\n {\n + \ \"rel\": \"search\",\n \"href\": \"https://fedeo.ceos.org/opensearch/description.xml?parentIdentifier=EOP:ESA:SCIHUB:S5P\",\n + \ \"title\": \"FedEO Clearinghouse - FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/EOP:ESA:SCIHUB:S5P/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinel.esa.int/web/sentinel/missions/sentinel-5P\",\n + \ \"title\": \"ESA Sentinel-5P Online\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-5p-tropomi\",\n + \ \"title\": \"Sentinel-5P TROPOMI User Guide \"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-01-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"MAJA\",\n \"GeoTiff\",\n \"Forestry\",\n + \ \"Forest Conservation/Protection\",\n \"Sentinel-2\",\n \"MSI\"\n + \ ],\n \"created\": \"2023-09-05T00:00:00.00Z\",\n \"description\": + \"False colour satellite data allows you to upgrade your forest surveys. It + provides you with a broader perspective of biotic and abiotic disturbances + in real-time. This enables you to make more informed decisions to safeguard + the forests. Forestry professionals can utilise false colour imagery to optimise + their forestry operations, such as planning and monitoring tree planting, + conducting inventory assessments, and identifying areas for habitat restoration.\",\n + \ \"type\": \"Collection\",\n \"title\": \"False Colour Composites\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"search\": + {\n \"roles\": [\"search\"],\n \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n \"type\": + \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n },\n + \ \"quicklook\": {\n \"roles\": [\"overview\"],\n \"href\": + \"https://eovoc.spacebel.be/images/fcc.png\",\n \"type\": \"image/png\",\n + \ \"title\": \"graphic overview\"\n }\n },\n \"links\": + [\n {\n \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series F-FCC\"\n },\n {\n \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC/queryables\",\n + \ \"type\": \"application/schema+json\",\n \"title\": \"Queryables + for F-FCC\"\n },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/F-FCC/api\",\n \"type\": + \"application/opensearchdescription+xml\",\n \"title\": \"OpenSearch + Description Document\"\n },\n {\n \"rel\": \"ordering\",\n + \ \"href\": \"https://emc.spacebel.be/ordering?collection=F-FCC\",\n + \ \"type\": \"text/html\",\n \"title\": \"Order F-FCC Product\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://eovoc.spacebel.be/images/FC_Brochure_final.pdf\",\n \"type\": + \"application/pdf\",\n \"title\": \"F-FCC Brochure - F-FCC Product + Description\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/F-FCC?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Spacebel + SA\",\n \"title\": \"More collections for Spacebel SA\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-2\",\n + \ \"title\": \"More collections for Sentinel-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/s2-msi\",\n + \ \"title\": \"More collections for MSI instrument\"\n }\n + \ ],\n \"id\": \"F-FCC\",\n \"updated\": \"2023-09-05T00:00:00.00Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Spacebel SA\",\n \"url\": \"https://www.spacebel.com\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MSI\"],\n + \ \"platform\": [\"Sentinel-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-14T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-85m0a7b\",\n \"keywords\": + [\n \"World\",\n \"Land Surface\",\n \"Topography\",\n + \ \"Cryosphere\",\n \"Snow and Ice\",\n \"Oceans\",\n + \ \"Ocean Waves\",\n \"Sea Surface Topography\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > LAND SURFACE\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE + > CRYOSPHERE\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH + SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > + OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH + SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"800 km\",\n \"5 - 1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). Please consult the Envisat + RA-2/MWR Product Quality Readme file before using the data.\",\n \"type\": + \"Collection\",\n \"title\": \"Envisat RA-2 Sensor and Geophysical Data + Record - SGDR\_[RA2_MWS__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-85m0a7b\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/web/sppa/mission-performance/esa-missions/envisat/ra2/products-and-algorithms/products-information/aux\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA2-MWR Auxiliary + Data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/ra2/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat RA-2 MWR + Sensor Performance, Products and Algorithms - Product Information\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-Level-2-Product-Handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-product-specifications.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Specifications - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-MWR-Level-2-Product-Readme-3.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"ReadMe file + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Error-Budget-Envisat-Altimetry-Mission.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat Altimetry + Error Budget - Technical Note\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=ra2-mwr\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA-2 Software Tools + - Tools\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n \"type\": + \"text/html\",\n \"title\": \"Get Help? - ESA Earth Observation User + Services Portal\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2ebd3948-3f88-5944-8e3c-7e60099ec941\",\n + \ \"title\": \"More collections for RA-2 instrument\"\n }\n + \ ],\n \"id\": \"ENVISAT.RA2.MWS_2P\",\n \"updated\": \"2023-06-13T13:23:41Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"RA-2\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-04-29T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-opsw96m\",\n \"keywords\": + [\n \"World\",\n \"DIF10\",\n \"Atmosphere\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"Atmospheric Winds\",\n \"EARTH SCIENCE + > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n \"MERIS + RR - 1040 m across track / 1160 m along track\",\n \"800 km\",\n \"5 + - 1150 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Envisat\",\n + \ \"MERIS\"\n ],\n \"created\": \"2019-05-28T00:00:00.000Z\",\n + \ \"description\": \"The MERIS Level 1 Reduced Resolution (RR) product + contains the Top of Atmosphere (TOA) upwelling spectral radiance measures + at reduced resolution. The in-band reference irradiances for the 15 MERIS + bands are computed by averaging the in-band solar irradiance of each pixel. + The in-band solar irradiance of each pixel is computed by integrating the + reference solar spectrum with the band-pass of each pixel. The MERIS RR Level + 1 product has Sentinel 3-like format starting from the 4th reprocessing data + released to users in July 2020. Each measurement and annotation data file + is in NetCDF 4. The Level 1 product is composed of 22 measurements data files: + 15 files containing radiances at each band (one band per file), accompanied + by the associated error estimates, and 7 annotation data files. The band-pass + of each pixel is derived from on-ground and in-flight characterisation via + an instrument model. The values \\\"Band wavelength\\\" and \\\"Bandwidth\\\" + provided in the Manifest file of the Level 1 products are the averaged band-pass + of each pixel over the instrument field of view. The Auxiliary data used + are listed in the Manifest file associated to each product. MERIS was operating + continuously on the day side of the Envisat orbit (descending track). RR data + was acquired over 43.5 minutes in each orbit, i.e. 80% of the descending track.\",\n + \ \"type\": \"Collection\",\n \"title\": \"Envisat MERIS Reduced + Resolution - Level 1 [MER_RR__1P/ME_1_RRG]\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=MER.RR__1P\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"offering_2\": {\n \"roles\": [\"http://www.opengis.net/spec/owc-geojson/1.0/req/wms#GetMap\"],\n + \ \"href\": \"https://eovoc.spacebel.be/geoserver/wms?service=WMS&version=1.1.1&request=GetMap&layers=Density%3AMER.RR__1P&bbox=-180.0,-90.0,180.0,90.0&width=768&height=384&srs=EPSG%3A4326&transparent=true&styles=Turbo&format=image%2Fpng\",\n + \ \"title\": \"GetMap\",\n \"type\": \"image/png\"\n },\n + \ \"offering_1\": {\n \"roles\": 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\"https://emc.spacebel.be/collections/MER.RR__1P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-opsw96m\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/MER.RR__1P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/MER.RR__1P/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series MER.RR__1P\"\n 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\"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/meris/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"MERIS 4th data + reprocessing documentation - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=Envisat,MERIS&subFilter=&sortby=NEWEST_FIRST\",\n + \ \"type\": \"text/html\",\n \"title\": \"More MERIS Documents + - Other\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/search?text=MERIS&category=Tools%20and%20toolboxes&filter=Envisat,MERIS&subFilter=&sortby=ZA\",\n + \ \"type\": \"text/html\",\n \"title\": \"MERIS Software + and Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/missions/envisat\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat mission + - Description of Envisat mission\"\n },\n {\n \"rel\": + \"describedby\",\n 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\"image/png\",\n \"title\": \"MER.RR__1P\",\n + \ \"wms:layers\": [\"Density:MER.RR__1P\"],\n \"wms:styles\": + [\"Turbo\"]\n },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n \"title\": + \"More collections for ESA/ESRIN\"\n },\n {\n \"rel\": + \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/003ed1d0-9f6c-59cb-a427-1fa4c4a92107\",\n + \ \"title\": \"More collections for MERIS instrument\"\n }\n + \ ],\n \"id\": \"MER.RR__1P\",\n \"updated\": \"2023-11-10T08:30:10Z\",\n + \ \"stac_extensions\": [\n \"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\",\n + \ \"https://stac-extensions.github.io/web-map-links/v1.2.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": 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ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"Sun-synchronous\",\n + \ \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n + \ \"SWIR (1.3 - 3.0 \xB5m)\",\n \"TIR (6.0 - 15.0 \xB5nm)\",\n + \ \"DPAS 5.0\",\n \"Medium Resolution - MR (20 - 500 m)\",\n + \ \"OAT_GEO_1P\",\n \"OAT_GTC_1P\",\n \"OAT_SP__2P\",\n + \ \"OAT_SR__2P\",\n \"705 km\",\n \"185 km\",\n \"Imaging + Spectrometers/Radiometers\",\n \"Landsat-8\",\n \"OLI\",\n \"TIRS\"\n + \ ],\n \"created\": \"2022-01-14T00:00:00.000Z\",\n \"description\": + \"This dataset contains the European Coverage of Landsat 8 Collection 2 data, + both Level 1 and Level 2, since the beginning of the mission. Landsat 8 Collection + 2 is the result of reprocessing effort on the archive and on fresh products + with significant improvement with respect to Collection 1 on data quality, + obtained by means of advancements in data processing, algorithm development. + The primary characteristic is a relevant improvement in the absolute geolocation + accuracy (now re-baselined to the European Space Agency Copernicus Sentinel-2 + Global Reference Image, GRI) but includes also updated digital elevation modelling + sources, improved Radiometric Calibration (even correction for the TIRS striping + effect), enhanced Quality Assessment Bands, updated and consistent metadata + files, usage of Cloud Optimized Georeferenced (COG) Tagged Image File Format. + \ Landsat 8 level 1 products combine data from the 2 Landsat instruments, + OLI and TIRS. The level 1 products generated can be either L1TP or L1GT: \\u2022 + L1TP - Level 1 Precision Terrain (Corrected) (L1T) products: Radiometrically + calibrated and orthorectified using ground control points (GCPs) and digital + elevation model (DEM) data to correct for relief displacement. The highest + quality Level-1 products suitable for pixel-level time series analysis. GCPs + used for L1TP correction are derived from the Global Land Survey 2000 (GLS2000) + data set. \\u2022 L1GT - Level 1 Systematic Terrain (Corrected) (L1GT) products: + L1GT data products consist of L0 product data with systematic radiometric, + geometric and terrain corrections applied and resampled for registration to + a cartographic projection, referenced to the WGS84, G873, or current version. + The dissemination server contains three different classes of Level1 products + \\u2022 Real Time (RT): Newly acquired Landsat 8 OLI/TIRS data are processed + upon downlink but use an initial TIRS line-of-sight model parameters; the + data is made available in less than 12 hours (4-6 hours typically). Once the + data have been reprocessed with the refined TIRS parameters, the products + are transitioned to either Tier 1 or Tier 2 and removed from the Real-Time + tier (in 14-16 days). \\u2022 Tier 1 (T1): Landsat scenes with the highest + available data quality are placed into Tier 1 and are considered suitable + for time-series analysis. Tier 1 includes Level-1 Precision and Terrain (L1TP) + corrected data that have well-characterized radiometry and are inter-calibrated + across the different Landsat instruments. The georegistration of Tier 1 scenes + is consistent and within prescribed image-to-image tolerances of \u2266 12-meter + radial root mean square error (RMSE). \\u2022 Tier 2 (T2): Landsat scenes + not meeting Tier 1 criteria during processing are assigned to Tier 2. Tier + 2 scenes adhere to the same radiometric standard as Tier 1 scenes, but do + not meet the Tier 1 geometry specification due to less accurate orbital information + (specific to older Landsat sensors), significant cloud cover, insufficient + ground control, or other factors. This includes Systematic Terrain (L1GT) + and Systematic (L1GS) processed data. Landsat 8 level 2 products are generated + from L1GT and L1TP Level 1 products that meet the <76 degrees Solar Zenith + Angle constraint and include the required auxiliary data inputs to generate + a scientifically viable product. The data are available a couple of days after + the Level1 T1/T2. The level 2 products generated can be L2SP or L2SR: \\u2022 + L2SP - Level 2 Science Products (L2SP) products: include Surface Reflectance + (SR), Surface Temperature (ST), ST intermediate bands, an angle coefficients + file, and Quality Assessment (QA) Bands. \\u2022 L2SR - Level 2 Surface Reflectance + (L2SR) products: include Surface Reflectance (SR), an angle coefficients file, + and Quality Assessment (QA) Bands; it is generated if ST could not be generated + \ Two different categories of Level 1 products are offered: LC with Optical, + Thermal and Quality Map images, LO with Optical and Quality Map images (Thermal + not available). 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\"https://emc.spacebel.be/collections/urn:eop:VITO:TERRASCOPE_S5P_L3_NO2_TY_V1?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/urn:eop:VITO:TERRASCOPE_S5P_L3_NO2_TY_V1?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/VITO\",\n + \ \"title\": \"More collections for VITO\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/Flemish + Institute of Technological Research (VITO) - Belgium\",\n \"title\": + \"More collections for Flemish Institute of Technological Research (VITO) + - Belgium\"\n },\n {\n \"rel\": \"related\",\n \"href\": + \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n \"title\": + \"More collections for Sentinel-5P platform\"\n },\n {\n \"rel\": + \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/12f0c6eb-19fc-5bcd-8902-c46941e8a23b\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"urn:eop:VITO:TERRASCOPE_S5P_L3_NO2_TY_V1\",\n \"updated\": + \"2020-11-26T11:13:00Z\",\n \"stac_extensions\": [\n \"https://stac-extensions.github.io/version/v1.2.0/schema.json\",\n + \ \"https://stac-extensions.github.io/processing/v1.1.0/schema.json\",\n + \ \"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"Flemish Institute of Technological Research (VITO) - + Belgium\",\n \"url\": \"https://services.terrascope.be/catalogue/description\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ },\n {\n \"roles\": [\"producer\"],\n \"name\": + \"VITO\",\n \"uri\": \"https://services.terrascope.be/catalogue/description\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"TROPOMI\"],\n + \ \"processing:lineage\": [\"This Sentintel-5P L3 NO2 product is produced + from Sentinel-5P L2 data using the TERRASCOPE processing chain. Please contact + VITO for more details.\"],\n \"platform\": [\"Sentinel-5P\"]\n }\n + \ },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -90,\n 180,\n 90\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2019-01-01T00:00:00Z\",\n \"2022-12-31T23:59:59Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"sci:doi\": + \"https://doi.org/10.5281/zenodo.10721951\",\n \"keywords\": [\n \"ESA\",\n + \ \"CCI\",\n \"Pixel\",\n \"Burned Area\",\n \"Fire + Disturbance\",\n \"Climate Change\",\n \"GCOS\",\n \"orthoimagery\",\n + \ \"EARTH SCIENCE>HUMAN DIMENSIONS>NATURAL HAZARDS>WILDFIRES>BURNED + AREA\",\n \"EARTH SCIENCE>BIOSPHERE>ECOLOGICAL DYNAMICS>FIRE ECOLOGY>FIRE + DISTURBANCE\"\n ],\n \"description\": \"The ESA Fire Disturbance + Climate Change Initiative (CCI) project has produced maps of global burned + area derived from satellite observations. The Sentinel-3 SYN Fire_cci v1.1 + pixel product is distributed as 6 continental tiles and is based upon surface + reflectance data from the OLCI and SLSTR instruments (combined as the Synergy + (SYN) product) onboard the Sentinel-3 A&B satellites. This information is + complemented by VIIRS thermal information. This product, called FireCCIS311 + for short, is available for the years 2019 to 2022.The FireCCIS311 Pixel product + described here includes maps at 0.002777-degree (approx. 300m) resolution. + Burned area (BA) information includes 3 individual files, packed in a compressed + tar.gz file: date of BA detection (labelled JD), the confidence level (CL, + a probability value estimating the confidence that a pixel is actually burned), + and the land cover (LC) information as defined in the Copernicus Climate Change + Service (C3S) Land Cover v2.1.1 product. An unpacked version of the data is + also available. For further information on the product and its format see + the Product User Guide in the linked documentation.\",\n \"type\": \"Collection\",\n + \ \"title\": \"ESA Fire Climate Change Initiative (Fire_cci): Sentinel-3 + SYN Burned Area Pixel product, version 1.1\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=d441079fc77f49fabeb41330612b252f\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"enclosure\": {\n \"roles\": [\"data\"],\n \"href\": + \"http://data.ceda.ac.uk/neodc/esacci/fire/data/burned_area/Sentinel3_SYN/pixel/v1.1\",\n + \ \"type\": \"application/x-binary\",\n \"title\": \"DOWNLOAD + - Download Data\"\n },\n \"metadata_ogc_17_069r3\": {\n \"roles\": + [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/https://doi.org/10.5281/zenodo.10721951\",\n + \ \"type\": \"text/html\",\n \"title\": \"Landing page\"\n + \ },\n {\n \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series d441079fc77f49fabeb41330612b252f\"\n },\n {\n + \ \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f/queryables\",\n + \ \"type\": \"application/schema+json\",\n \"title\": \"Queryables + for d441079fc77f49fabeb41330612b252f\"\n },\n {\n \"rel\": + \"search\",\n \"href\": \"https://emc.spacebel.be/collections/series/items/d441079fc77f49fabeb41330612b252f/api\",\n + \ \"type\": \"application/opensearchdescription+xml\",\n \"title\": + \"OpenSearch Description Document\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://catalogue.ceda.ac.uk/uuid/d441079fc77f49fabeb41330612b252f\",\n + \ \"title\": \"CEDA Data Catalogue Page - Detail and access information + for the resource\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://climate.esa.int/projects/fire\",\n \"title\": + \"ESA Fire CCI project webpages - No further details.\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://climate.esa.int\",\n + \ \"title\": \"ESA Climate Change Initiative website - No further + details.\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://doi.org/10.5281/zenodo.10721951\",\n \"title\": \"Product + User Guide - No further details.\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://climate.esa.int/media/documents/Fire_cci_D2.2_ATBD-SYN_v1.1.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Algorithm + Theoretical Basis Document (ATBD) - Version 1.1 - No further details.\"\n + \ },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/d441079fc77f49fabeb41330612b252f?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/CEDA\",\n + \ \"title\": \"More collections for CEDA\"\n }\n ],\n + \ \"id\": \"d441079fc77f49fabeb41330612b252f\",\n \"updated\": \"2024-10-07T23:53:03Z\",\n + \ \"stac_extensions\": [\n \"https://stac-extensions.github.io/processing/v1.1.0/schema.json\",\n + \ \"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"\n + \ ],\n \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"CEDA\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\"processing:lineage\": [\"Data was produced by the ESA Fire CCI team as + part of the ESA Climate Change Initiative (CCI) and is being held on the CEDA + (Centre for Environmental Data Analysis) archive as part of the ESA CCI Open + Data Portal.\"]}\n },\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n 64.8,\n 59.4,\n 87.3,\n 73.9\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"1990-01-01T00:00:00Z\",\n + \ \"2019-12-31T23:59:59Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"Land Cover\",\n \"CCI\",\n + \ \"High Resolution\",\n \"orthoimagery\",\n \"EARTH SCIENCE>LAND + SURFACE>LAND USE/LAND COVER\"\n ],\n \"description\": \"This dataset + contains high resolution (HR) land cover (LC) and land cover change (LCC) + maps of a subregion of Siberia, produced by the ESA High Resolution Land Cover + (HRLC) Climate Change Initiative (CCI) project. It consists of the following + products:1) HRLC30: High Resolution Land Cover Maps at 30m spatial resolution + for years 1990, 1995, 2000, 2005, 2010, 2015, 2019.2) HRLCC30: High Resolution + Land Cover Change Maps at 30m spatial resolution of yearly changes. A map + every 5 years (1990-1995, 1995-2000, 2000-2005, 2005-2010, 2010-2015,2015-2019) + is provided which reports (high priority) changed pixels and their year within + the 5-years temporal interval.3) Associated uncertainty productsThey cover + the geographic range (59.4\xC2\xB0N \xE2\\u0080\\u0093 73.9\xC2\xB0N, 64.8\xC2\xB0E + \xE2\\u0080\\u0093 87.4\xC2\xB0E).The data are provided as both GeoTIFF tiles + following the Sentinel 2 MGRS tiling scheme and as a GeoTiff format mosaic. + \ These maps are also referred to as historical maps.\",\n \"type\": + \"Collection\",\n \"title\": \"ESA High Resolution Land Cover Climate + Change Initiative (High_Resolution_Land_Cover_cci): High Resolution Land Cover + and Land Cover Change Maps in Siberia (Norther Siberia region) at 30m spatial + resolution in GeoTiff format, 1990-2019, v1.2\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=854cc98dbc634cdb8afa8835994428f5\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"enclosure\": {\n \"roles\": [\"data\"],\n \"href\": + \"http://data.ceda.ac.uk/neodc/esacci/high_resolution_land_cover/data/land_cover_maps/A03_Siberia/historical/v1.2/geotiff/\",\n + \ \"type\": \"application/x-binary\",\n \"title\": \"DOWNLOAD + - 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The + satellite data deliver observations on ice surface features (e.g. tidal deformation + by InSAR, spatial changes in texture and shading in optical images) that are + indirect indicators for estimating the position of the grounding line. 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https://emc.spacebel.be/collections?limit=10&bbox=-92.379%2C46.662%2C-91.788%2C46.919 + response: + body: + string: "{\n \"collections\": [\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -90,\n 180,\n 90\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-20T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"World\",\n \"800 km\",\n + \ \"5 - 1150 km\",\n \"Sun-synchronous\",\n \"Very High + Resolution - VHR (0 - 5m)\",\n \"Medium Resolution - MR (20 - 500 m)\",\n + \ \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n \"EARTH SCIENCE + > OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > CLOUDS\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > PRECIPITATION\",\n \"Vegetation\",\n + \ \"Oceans\",\n \"Ocean Temperature\",\n \"Atmosphere\",\n + \ \"Clouds\",\n \"Precipitation\",\n \"Imaging Spectrometers/Radiometers\",\n + \ \"Envisat\",\n 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Measurement data sets at resolutions of 0.5 + by 0.5 degrees and 10 by 10 arcmin with respect to a latitude/longitude grid + provide continuity with existing ATSR products. Other data sets contain data + averaged over equal area cells of 50 by 50 km and 17 by 17 km aligned with + the satellite ground track. Both top-of-atmosphere and surface data sets are + provided. The surface temperature data sets provide, for sea cells, nadir + and dual view sea surface temperatures, and for land cells, land surface temperature + and NDVI. Cloud data is also included. No ADS are included in the AST product; + auxiliary data is contained within the MDS. The data sets of the AST product + are arranged by surface type and resolution. This product is a continuation + of ERS ATSR data. 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\"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/EOP:ESA:Sentinel-5P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Sentinel-5P\",\n + \ \"title\": \"More collections for Sentinel-5P platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/09f91afd-c0d2-52a9-9b50-b895a60917fa\",\n + \ \"title\": \"More collections for TROPOMI instrument\"\n }\n + \ ],\n \"id\": \"EOP:ESA:Sentinel-5P\",\n \"updated\": \"2017-04-30T00:00:00.00Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/processing/v1.1.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\"\n },\n {\n \"roles\": + [\"host\"],\n \"name\": \"FedEO Clearinghouse\",\n \"url\": + \"https://emc.spacebel.be/readme.html\"\n }\n ],\n \"summaries\": + {\n \"instruments\": [\"TROPOMI\"],\n \"processing:lineage\": + [\"The Sentinel-5 Precursor objectives are to provide operational space-borne + observations in support to the operational monitoring of Air Quality, Climate, + Ozone and Surface UV. It will provide measurements of Ozone, NO_2, SO_2, Formaldehyde, + Aerosol, Carbonmonoxide, Methane, Clouds.\"],\n \"platform\": [\"Sentinel-5P\"]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2016-06-22T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475 km (reference)\",\n + \ \"25 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"PlanetScope\",\n + \ \"PlanetScope Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The PlanetScope Level 1B Basic Scene and Level 3B + Ortho Scene full archive products are available as part of Planet imagery + offer. The Unrectified Asset: PlanetScope Basic Analytic Radiance (TOAR) + product is a Scaled Top of Atmosphere Radiance (at sensor) and sensor corrected + product, without correction for any geometric distortions inherent in the + imaging processes and is not mapped to a cartographic projection. The imagery + data is accompanied by Rational Polynomial Coefficients (RPCs) to enable orthorectification + by the user. This kind of product is designed for users with advanced image + processing and geometric correction capabilities. Basic Scene Product + Components and Format Product Components:\\t - Image File (GeoTIFF format) + - Metadata File (XML format) - Rational Polynomial Coefficients (XML format) + - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM File (GeoTIFF format) + - Usable Data Mask UDM2 File (GeoTIFF format) Bands: 4-band multispectral + image (blue, green, red, near-infrared) or 8-band (coastal-blue, blue, green + I, green, yellow, red, Rededge, near-infrared) Ground Sampling Distance:\\t + - Approximate, satellite altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: + 3.0 m-4.1 m - SuperDove: 3.7 m-4.2 m Accuracy: <10 m RMSE The Rectified + assets: The PlanetScope Ortho Scene product is radiometrically-, sensor- and + geometrically- corrected and is projected to a UTM/WGS84 cartographic map + projection. The geometric correction uses fine Digital Elevation Models (DEMs) + with a post spacing of between 30 and 90 metres. Ortho Scene Product Components + and Format Product Components:\\t - Image File (GeoTIFF format) - Metadata + File (XML format) - Thumbnail File (GeoTIFF format) - Unusable Data Mask UDM + File (GeoTIFF format) - Usable Data Mask UDM2 File (GeoTIFF format) Bands: + 3-band natural color (red, green, blue) or 4-band multispectral image (blue, + green, red, near-infrared) or 8-band (costal-blue, blue, green I, green, yellow, + red, RedEdge, near-infrared) Ground Sampling Distance:\\t - Approximate, satellite + altitude dependent - Dove-C: 3.0 m-4.1 m - Dove-R: 3.0 m-4.1 m - SuperDove: + 3.7 m-4.2 m Projection: UTM WGS84 Accuracy: <10 m RMSE PlanetScope Ortho + Scene product is available in the following: PlanetScope Visual Ortho Scene + product is orthorectified and color-corrected (using a colour curve) 3-band + RGB Imagery. This correction attempts to optimise colours as seen by the human + eye providing images as they would look if viewed from the perspective of + the satellite PlanetScope Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and corrected for surface reflection. + This data is optimal for value-added image processing such as land cover classifications. + \ PlanetScope Analytic Ortho Scene Surface Reflectance product is orthorectified, + 4-band BGRN or 8-band Coastal Blue, Blue, Green I, Green, Yellow, Red, RedEdge, + NIR Imagery with geometric, radiometric and calibrated to top of atmosphere + radiance. _$$Planet Explorer Catalogue$$ https://www.planet.com/explorer/ + can be accessed (Planet registration requested) to discover and check the + data readiness. It is worth to mention that the data distribution is based + on Data Voucher, corresponding to maximum amount of square kilometers can + be ordered and downloaded by the project in a maximum period of 15 moths (this + duration cannot be extended) starting from the project proposal acceptance + date. Each Date Voucher includes PlanetScope tile view streaming access for + a total of 20,000 tiles per calendar month during the project period. All + details about the data provision, data access conditions and quota assignment + procedure are described in the _$$Terms of Applicability$$ https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf + available in Resources section.\",\n \"type\": \"Collection\",\n \"title\": + \"PlanetScope Full Archive\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://www.planet.com/products/#satellite-imagery\",\n + \ \"type\": \"text/html\",\n \"title\": \"Planet products + - Catalogue\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf?text=Combined-Imagery-Product-Spec.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://www.planet.com/explorer/\",\n \"type\": + \"text/html\",\n \"title\": \"Planet Explorer Catalogue - Catalogue\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/PlanetScope.Full.Archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/PlanetScope\",\n + \ \"title\": \"More collections for PlanetScope platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/94314806-9c68-521a-87e2-8cd838eb9de0\",\n + \ \"title\": \"More collections for PlanetScope Camera instrument\"\n + \ }\n ],\n \"id\": \"PlanetScope.Full.Archive\",\n \"updated\": + \"2023-06-13T13:23:41Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"PlanetScope + Camera\"],\n \"platform\": [\"PlanetScope\"]\n }\n },\n {\n + \ \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -82,\n 180,\n 82\n ]]},\n \"temporal\": + {\"interval\": [[\n \"1991-08-01T00:00:00.000Z\",\n \"2003-06-22T23:59:59.999Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"World\",\n \"Agriculture\",\n \"Forestry\",\n \"Oceans\",\n + \ \"Ocean Temperature\",\n \"Natural Hazards and Disaster Risk\",\n + \ \"Atmosphere\",\n \"Clouds\",\n \"Precipitation\",\n + \ \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH SCIENCE > BIOSPHERE + > ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"EARTH SCIENCE + > OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN TEMPERATURE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"EARTH SCIENCE > + ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > CLOUDS\",\n \"EARTH + SCIENCE > ATMOSPHERE > PRECIPITATION\",\n \"Sun-synchronous\",\n \"782 + to 785 km\",\n \"5 km\",\n \"Imaging Spectrometers/Radiometers\",\n + \ \"ERS-1\",\n \"ERS-2\",\n \"ATSR-1\",\n \"ATSR-2\"\n + \ ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n \"description\": + \"The Gridded Surface Temperature (GST) Product is the Level 2 full resolution + geophysical product. The product contains gridded sea-surface temperature + images using both nadir and dual view retrieval algorithms. The product includes + pixel latitude/longitude positions, X/Y offset and the results of the cloud-clearing/land-flagging. + \ It contains a single measurement data set the content of which is switchable, + that is to say, the content of each pixel field will depend on the surface + type. Specifically, the contents of the data fields will depend on the setting + of the forward and nadir cloud flags and the land flag. The 3rd reprocessing + of ATSR data was performed in 2013; the processing updates that have been + put in place and the scientific improvements are outlined in full in the User + Summary Note for the Third ERS ATSR Reprocessing (https://earth.esa.int/eogateway/documents/20142/37627/IDEAS-VEG-OQC-REP-2148-%28A%29ATSR-Third+Reprocessing-Dataset-User-Summary-v1-0.pdf).\",\n + \ \"type\": \"Collection\",\n \"title\": \"ERS-1/2 ATSR Gridded Surface + Temperature [AT1/AT2_NR__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-style%20products%20for%20ATSR-1%20and%20ATSR-2%20data\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat-style + products for ATSR-1 and ATSR-2 data - Products Specification\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/ENVISAT-1%20PRODUCTS%20SPECIFICATIONS%20-%20VOLUME%207-%20AATSR%20PRODUCTS%20SPECIFICATIONS\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"AATSR Product + Specifications - Products Specification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/instruments/atsr/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"ATSR Product Information + - Product Information\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=atsr-1,atsr-2\",\n + \ \"type\": \"text/html\",\n \"title\": \"More ATSR Documents + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/search?skipDetection=true&text=&category=Tools%20and%20toolboxes&filter=atsr-1,atsr-2\",\n + \ \"type\": \"text/html\",\n \"title\": \"(A)ATSR Software + Tools - Tools\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.AT_NR__2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-1\",\n + \ \"title\": \"More collections for ERS-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-2\",\n + \ \"title\": \"More collections for ERS-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/93343b90-3e9f-5830-abe7-151cc69401c1\",\n + \ \"title\": \"More collections for ATSR-1 instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/f3ef7078-65ef-5dee-8c5c-61f9706a34ad\",\n + \ \"title\": \"More collections for ATSR-2 instrument\"\n }\n + \ ],\n \"id\": \"ERS.AT_NR__2P\",\n \"updated\": \"2023-06-13T13:23:39Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\n + \ \"ATSR-1\",\n \"ATSR-2\"\n ],\n \"platform\": + [\n \"ERS-1\",\n \"ERS-2\"\n ]\n }\n },\n + \ {\n \"extent\": {\n \"spatial\": {\"bbox\": [[\n -180,\n + \ -90,\n 180,\n 90\n ]]},\n \"temporal\": + {\"interval\": [[\n \"2016-12-01T00:00:00.000Z\",\n \"2019-01-07T23:59:59.999Z\"\n + \ ]]}\n },\n \"stac_version\": \"1.0.0\",\n \"keywords\": + [\n \"World\",\n \"WorldView\",\n \"EUSI\",\n \"Maxar\",\n + \ \"GeoEye\",\n \"QuickBird\",\n \"Cartosat\",\n \"Agriculture\",\n + \ \"Forestry\",\n \"Land Surface\",\n \"Vegetation\",\n + \ \"Natural Hazards and Disaster Risk\",\n \"Oceans\",\n \"Snow + and Ice\",\n \"EARTH SCIENCE > AGRICULTURE\",\n \"EARTH SCIENCE + > BIOSPHERE > ECOSYSTEMS > TERRESTRIAL ECOSYSTEMS > FORESTS\",\n \"EARTH + SCIENCE > LAND SURFACE\",\n \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n + \ \"EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n + \ \"EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"VIS + (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"617 km\",\n \"13.1 + km\",\n \"Imaging Spectrometers/Radiometers\",\n \"WorldView-4\",\n + \ \"SpaceView-110\"\n ],\n \"created\": \"2020-12-02T00:00:00.00Z\",\n + \ \"description\": \"WorldView-4 high resolution optical products are + available as part of the Maxar Standard Satellite Imagery products from the + QuickBird, WorldView-1/-2/-3/-4, and GeoEye-1 satellites. All details about + the data provision, data access conditions and quota assignment procedure + are described into the Terms of Applicability available in Resources section. + In particular, WorldView-4 offers archive panchromatic products up to 0.31m + GSD resolution, and 4-Bands Multispectral products up to 1.24m GSD resolution + \ Band Combination: Panchromatic and 4-bands Data Processing Level: STANDARD + (2A) / VIEW READY STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 + Orthorectified Resolutions: 0.30 m, 0.40 m, 0.50 m. 0.60 m The options for + 4-Bands are the following: \\u2022 4-Band Multispectral (BLUE, GREEN, RED, + NIR1) \\u2022 4-Band Pan-sharpened (BLUE, GREEN, RED, NIR1) \\u2022 4-Band + Bundle (PAN, BLUE, GREEN, RED, NIR1) \\u2022 3-Bands Natural Colour (pan-sharpened + BLUE, GREEN, RED) \\u2022 3-Band Colored Infrared (pan-sharpened GREEN, RED, + NIR1) The list of available archived data can be retrieved using the Image + Library (https://www.euspaceimaging.com/image-library/) catalogue.\",\n \"type\": + \"Collection\",\n \"title\": \"WorldView-4 full archive\",\n \"license\": + \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": {\n + \ \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Map-Ready-imagery-data-sheet.pdf/83b9a034-5548-1fc7-4744-8d0fdb922f52\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Map Ready + imagery data sheet - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-GeoStereo.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GeoStereo + product details - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-Stereo-Imagery.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Stereo product + details - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/view-ready-imagery-data-sheet.pdf/e1476ac6-51cc-6052-c138-844dcc0200b8\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"View Ready + imagery data sheet - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/WorldView-GeoEye-QuickBird-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"WorldView, + GeoEye, QuickBird Terms of Applicability - Access Guide\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/WorldView-4.full.archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/WorldView-4\",\n + \ \"title\": \"More collections for WorldView-4 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/081712d3-dc9b-5eee-a9f3-7c929d45f29c\",\n + \ \"title\": \"More collections for SpaceView-110 instrument\"\n }\n + \ ],\n \"id\": \"WorldView-4.full.archive\",\n \"updated\": + \"2023-06-13T13:23:43Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SpaceView-110\"],\n + \ \"platform\": [\"WorldView-4\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"1995-07-01T00:00:00.000Z\",\n + \ \"2015-12-31T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.57780/esa-1268efe\",\n \"keywords\": + [\n \"World\",\n \"Atmosphere\",\n \"Atmospheric Chemistry\",\n + \ \"Atmospheric Radiation\",\n \"Atmospheric Temperature\",\n + \ \"Climate\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n \"EARTH + SCIENCE > ATMOSPHERE > ATMOSPHERIC CHEMISTRY\",\n \"EARTH SCIENCE > + ATMOSPHERE > ATMOSPHERIC RADIATION\",\n \"EARTH SCIENCE > ATMOSPHERE + > ATMOSPHERIC TEMPERATURE\",\n \"EARTH SCIENCE > CLIMATE INDICATORS\",\n + \ \"Sun-synchronous\",\n \"GDP 5.0\",\n \"782 to 785 km\",\n + \ \"5 km\",\n \"Spectrometers\",\n \"ERS-2\",\n \"GOME\"\n + \ ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n \"description\": + \"The GOME Total Column Water Vapour (TCWV) Climate product was generated + by the Max Planck Institute for Chemistry (MPIC), and the German Aerospace + Center (DLR) within the ESA GOME-Evolution project. It is a Level 3 type product + containing homogenized time-series of the global distribution of TCWV spanning + over more than two decades (1995-2015). The data is provided as single netCDF + file, containing monthly mean TCWV (units kg/m2) with 1-degree resolution, + and is based on measurements from the satellite instruments ERS-2 GOME, Envisat + SCIAMACHY, and MetOp-A GOME-2. Details are available in the paper by Beirle + et al, 2018,. Please also consult the GOME TCWV Product Quality Readme file + before using the data. (https://earth.esa.int/eogateway/documents/20142/37627/GOME-TCWV-Product-sQuality-Readme-File.pdf)\",\n + \ \"type\": \"Collection\",\n \"title\": \"GOME Total Column Water + Vapour Climate product\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.57780/esa-1268efe\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Data-Processor-DLFE-638-PSD-4B.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME TCWV + Climate product Technical Documents - Product Specifications\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Level1-to-2-Algorithms-Description-DLFE-841-GDP-L12.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Level + 1 to 2 Algorithms Description - Technical Note\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Algorithm-Theoretical-Basis-Document-for_GOME-Total-Column-Densities-of-Ozone-And-Nitrogen-Dioxid.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Algorithm + Theoretical Basis Document for GOME Total Column Densities of Ozone and Nitrogen + Dioxide - Technical Note\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Disclaimer-2004-DLFE-640.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Disclaimer + for GOME Level-1 and Level-2 Data Products - Technical Note\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Software-Databases-For-Level1-to-2-Processing-DLFE-843-GDP-DB.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Software + Databases for Level 1 to 2 Processing - Technical Note\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Data-Validation-Report-for-ERS-2-GOME-Data-Processor-upgrade-to-version4.0-DLFE-641.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Delta Validation + Report for ERS-2 GOME Data Processor upgrade toversion 4.0 - Technical Note\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/GOME-Data-Processor-DLFE-656-DLR-GOME-SUM-gdp01-ex-4.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOME Data + Processor Extraction Software - User Manual\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?category=Document+library&filter=gome\",\n + \ \"type\": \"text/html\",\n \"title\": \"More GOME Documents + - Other\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/instruments/gome/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Documentation related + to GOME data quality - Other\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOME_Evl_ClimateProd_TCWV?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-2\",\n + \ \"title\": \"More collections for ERS-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a58b108b-492f-54a5-b807-cb97306b6aad\",\n + \ \"title\": \"More collections for GOME instrument\"\n }\n + \ ],\n \"id\": \"GOME_Evl_ClimateProd_TCWV\",\n \"updated\": + \"2023-06-13T13:23:39Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"GOME\"],\n + \ \"platform\": [\"ERS-2\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2001-11-01T00:00:00.000Z\",\n + \ \"2015-03-31T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"keywords\": [\n \"World\",\n \"Multispectral\",\n + \ \"Panchromatic\",\n \"Pan-sharpened\",\n \"EUSI\",\n + \ \"Maxar\",\n \"GeoEye\",\n \"WorldView\",\n \"Cartosat\",\n + \ \"Vegetation\",\n \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n + \ \"VIS (0.40 - 0.75 \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n + \ \"Sun-synchronous\",\n \"Very High Resolution - VHR (0 - 5m)\",\n + \ \"High Resolution - HR (5 - 20 m)\",\n \"450 km\",\n \"16.5 + km\",\n \"Cameras\",\n \"QuickBird-2\",\n \"BGI\"\n ],\n + \ \"created\": \"2019-05-22T00:00:00.00Z\",\n \"description\": \"QuickBird + high resolution optical products are available as part of the Maxar Standard + Satellite Imagery products from the QuickBird, WorldView-1/-2/-3/-4, and GeoEye-1 + satellites. All details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability available + in Resources section. In particular, QuickBird offers archive panchromatic + products up to 0.60m GSD resolution and 4-Bands Multispectral products up + to 2.4m GSD resolution \\u2022 Panchromatic and 4-bands - Levels: STANDARD + (2A) / VIEW READY STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 + Orthorectified, MAP-READY (ORTHO) 1:50.000 Orthorectified - Resolutions: 0.30 + m, 0.40 m, 0.50 m. 0.60 m \\u2022 8-Bands - Levels: STANDARD (2A) / VIEW READY + STANDARD (OR2A), VIEW READY STEREO, MAP-READY (ORTHO) 1:12.000 Orthorectified + - Resolutions: 0.30 m, 0.40 m, 0.50 m. 0.60 m 4-Bands being an optional + from: \\u2022\\u2022 4-Band Multispectral (BLUE, GREEN, RED, NIR1) \\u2022 + 4-Band Pan-sharpened (BLUE, GREEN, RED, NIR1) \\u2022 4-Band Bundle (PAN, + BLUE, GREEN, RED, NIR1) \\u2022 3-Bands Natural Colour (pan-sharpened BLUE, + GREEN, RED) \\u2022 3-Band Colored Infrared (pan-sharpened GREEN, RED, NIR1) + \\u2022 Natural Colour / Coloured Infrared (3-Band pan-sharpened) The list + of available archived data can be retrieved using the Image Library (https://www.euspaceimaging.com/image-library/) + catalogue.\",\n \"type\": \"Collection\",\n \"title\": \"QuickBird + full archive\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/QuickBird.full.archive?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/QuickBird.full.archive\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Map-Ready-imagery-data-sheet.pdf/83b9a034-5548-1fc7-4744-8d0fdb922f52\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Map Ready + data imagery sheet - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-GeoStereo.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GeoStereo + product details - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/DigitalGlobe-Stereo-Imagery.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Stereo product + details - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/view-ready-imagery-data-sheet.pdf/e1476ac6-51cc-6052-c138-844dcc0200b8\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"View Ready + imagery data sheet - Product Sepcification\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/WorldView-GeoEye-QuickBird-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Indian Data + Terms of Applicability - Access guide\"\n 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\"https://emc.spacebel.be/collections/ADAM.Surface.Reflectance.Database?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/TERRA\",\n + \ \"title\": \"More collections for TERRA platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/AQUA\",\n + \ \"title\": \"More collections for AQUA platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/QuikSCAT\",\n + \ \"title\": \"More collections for QuikSCAT platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/OrbView-2\",\n + \ \"title\": \"More collections for OrbView-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/482c462e-543c-5b17-9c69-ef7327e950a9\",\n + \ \"title\": \"More collections for SeaWiFS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/ada8f84c-48ef-50a6-b2ba-635a1bdb7d14\",\n + \ \"title\": \"More collections for MODIS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/3a0e9379-9541-569c-8492-3636d0ef2a27\",\n + \ \"title\": \"More collections for SeaWinds instrument\"\n }\n + \ ],\n \"id\": \"ADAM.Surface.Reflectance.Database\",\n \"updated\": + \"2023-06-13T13:23:39Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\n + \ \"SeaWiFS\",\n \"MODIS\",\n \"SeaWinds\"\n ],\n + \ \"platform\": [\n \"TERRA\",\n \"AQUA\",\n \"QuikSCAT\",\n + \ \"OrbView-2\"\n ]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -125,\n -10,\n 20,\n + \ 70\n ]]},\n \"temporal\": {\"interval\": [[\n \"1978-07-13T00:00:00.000Z\",\n + \ \"1978-10-10T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/SE1-99j66hv\",\n \"keywords\": + [\n \"Europe\",\n \"NASA\",\n \"Oceans\",\n \"Ocean + Circulation\",\n \"Ocean Waves\",\n \"Geomorphic Landforms and + Processes\",\n \"Sea Surface Topography\",\n \"Sea Ice\",\n + \ \"Atmospheric Water Vapour\",\n \"Topography\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN CIRCULATION\",\n + \ \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH SCIENCE + > LAND SURFACE > GEOMORPHIC LANDFORMS/PROCESSES > TECTONIC PROCESSES\",\n + \ \"EARTH SCIENCE > SOLID EARTH > GEOMORPHIC LANDFORMS/PROCESSES\",\n + \ \"EARTH SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH + SCIENCE > CRYOSPHERE > SEA ICE\",\n \"EARTH SCIENCE > OCEANS > SEA + ICE\",\n \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WATER VAPOR\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"L-Band (19.4 + - 76.9 cm)\",\n \"Inclined, non-sun-synchronous\",\n \"1.3.6\",\n + \ \"Medium Resolution - MR (20 - 500 m)\",\n \"SEA_GEC_1P\",\n + \ \"SEA_SLC_1P\",\n \"SEA_PRI_1P\",\n \"800 km\",\n \"100 + km\",\n \"Imaging Radars\",\n \"Seasat\",\n \"SAR\"\n + \ ],\n \"created\": \"2019-05-23T00:00:00.00Z\",\n \"description\": + \"This collection gives access to the complete SEASAT dataset acquired by + ESA and mainly covers Europe. The dataset comprises some of the first ever + SAR data recorded for scientific purposes, reprocessed with the most recent + processor. The Level-1 products are available as: \\u2022\\tSAR Ellipsoid + Geocoded Precision Image \\u2022\\tSAR Precision Image \\u2022\\tSAR Single + Look Complex Image European Space Agency, Seasat SAR Precision Image. Version + 1.0. https://doi.org/10.5270/SE1-99j66hv European Space Agency, Seasat SAR + Single Look Complex. Version 1.0. https://doi.org/10.5270/SE1-4uij92n European + Space Agency, Seasat SAR Ellipsoid Geocoded Precision Image . 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Product Specifications\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SeaSat%20views%20Oceans%20and%20Sea%20Ice%20with%20Synthetic%20Aperture%20Radar?text=SeaSat-SAR-IPF-Data-and-Processing-Issues\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SeaSat views + oceans and sea ice with Synthetic Aperture Radar - Other\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SeaSat-SAR-IPF-Data-and-Processing-Issues.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SeaSat SAR + IPF Data and Processing Issues - Technical Note\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Document%20library&filter=seasat\",\n + \ \"type\": \"text/html\",\n \"title\": \"More SeaSat Documents + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/1490647/SeaSat-coverage.jpg\",\n + \ \"title\": \"SeaSat Coverage\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SeaSat.ESA.archive?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Seasat\",\n + \ \"title\": \"More collections for Seasat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/102651e0-25c8-5f48-af0a-1c10d11be181\",\n + \ \"title\": \"More collections for SAR instrument\"\n }\n + \ ],\n \"id\": \"SeaSat.ESA.archive\",\n \"updated\": \"2023-06-13T13:23:42Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SAR\"],\n + \ \"platform\": [\"Seasat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -82,\n 180,\n + \ 82\n ]]},\n \"temporal\": {\"interval\": [[\n \"1991-08-01T00:00:00.000Z\",\n + \ \"2011-07-04T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.57780/ers-af99f2b\",\n \"keywords\": + [\n \"World\",\n \"Natural Hazards and Disaster Risk\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > HUMAN DIMENSIONS + > NATURAL HAZARDS\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n \"EARTH + SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"ASPS 10.04\",\n \"Very Low Resolution - VLR (> 1200 m)\",\n + \ \"782 to 785 km\",\n \"5 km\",\n \"Scatterometers\",\n + \ \"ERS-1\",\n \"ERS-2\",\n \"AMI/Scatterometer\"\n ],\n + \ \"created\": \"2019-05-29T00:00:00.00Z\",\n \"description\": \"The + ERS data reprocessed with the ASPS facility is also available in the UWI format + to maintain the compatibility with the FD (Fast Delivery) products. The ASPS + UWI product is organised in frames of 500 x 500 km providing the radar backscattering + sigma nought for the three beams of the instrument plus the wind speed and + direction. The wind retrieval is performed with the CMOD5N geophysical model + function derived by ECMWF to compute the neutral winds rather than 10m winds. + \ ASPS UWI products are provided with a spatial resolution of 50x50km and + a grid spacing of 25 km. One product covers one orbit from ascending node + crossing. Please consult the Product Quality Readme file (https://earth.esa.int/eogateway/documents/20142/37627/ERS-WS-Product-Quality-Readmefile-ENVI-GSOP-EOGD-QD-15-0130-issue1.2.pdf) + before using the ERS ASPS data.\",\n \"type\": \"Collection\",\n \"title\": + \"ERS-1/2 SCATTEROMETER Nominal Resolution back-scattering measurements, Ocean + Wind field [UWI]\",\n \"license\": \"various\",\n \"assets\": {\n + \ \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI\",\n \"type\": + \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.57780/ers-af99f2b\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/instruments/ws/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Documentation related + to SCATTEROMETER data - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/web/sppa/mission-performance/esa-missions/ers-2/scatterometer/quality-control-reports\",\n + \ \"type\": \"text/html\",\n \"title\": \"SCATTEROMETER Quality + Information - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?skipDetection=true&text=&category=Document%20library&filter=ami-scatterometer\",\n + \ \"type\": \"text/html\",\n \"title\": \"All SCATTEROMETER + documents - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ERS.UWI?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-1\",\n + \ \"title\": \"More collections for ERS-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/ERS-2\",\n + \ \"title\": \"More collections for ERS-2 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2659e931-c15f-5b28-82e4-36c69ee2f848\",\n + \ \"title\": \"More collections for AMI/Scatterometer instrument\"\n + \ }\n ],\n \"id\": \"ERS.UWI\",\n \"updated\": \"2023-06-23T09:01:27Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"AMI/Scatterometer\"],\n + \ \"platform\": [\n \"ERS-1\",\n \"ERS-2\"\n ]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -120,\n 19,\n 95,\n 87\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"1987-09-08T00:00:00.000Z\",\n + \ \"1993-08-20T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/ESA-a36265c\",\n \"keywords\": + [\n \"Cryosphere\",\n \"Oceans\",\n \"Sea Ice\",\n \"Sea + Surface Topography\",\n \"EARTH SCIENCE > CRYOSPHERE\",\n \"EARTH + SCIENCE > OCEANS\",\n \"EARTH SCIENCE > CRYOSPHERE > SEA ICE\",\n \"EARTH + SCIENCE > OCEANS > SEA ICE\",\n \"EARTH SCIENCE > OCEANS > SEA SURFACE + TOPOGRAPHY\",\n \"VIS (0.40 - 0.75 \xC2\xB5m)\",\n \"NIR (0.75 + - 1.30 \xC2\xB5m)\",\n \"Sun-synchronous\",\n \"Medium Resolution + - MR (20 - 500 m)\",\n \"MES_GEC_1P\",\n \"909 km\",\n \"100 + km\",\n \"Imaging Spectrometers/Radiometers\",\n \"MOS-1\",\n + \ \"MOS-1B\",\n \"MESSR\"\n ],\n \"created\": \"2002-11-15T00:00:00.00Z\",\n + \ \"description\": \"The ESA Orthorectified Map-oriented (Level 1) Products + collection is composed of MOS-1/1B MESSR (Multi-spectral Electronic Self-Scanning + Radiometer) data products generated as part of the MOS Bulk Processing Campaign + using the MOS Processor v3.02.\\r\\rThe products are available in GeoTIFF + format and disseminated within EO-SIP packaging. Please refer to the _$$MOS + Product Format Specification$$ https://earth.esa.int/eogateway/documents/d/earth-online/mos-product-format-specification + for further details. \\rThe collection consists of data products of the following + type: \\r\\rMES_GEC_1P: Geocoded Ellipsoid GCP Corrected Level 1 MOS-1/1B + MESSR products which are the default products generated by the MOS MESSR processor + in all cases (where possible), with usage of the latest set of LANDSAT improved + GCP (Ground Control Points). These are orthorectified map-oriented products, + corresponding to the old MOS-1/1B MES_ORT_1P products with geolocation improvements. + \\r \\r\\rMESSR Instrument Characteristics\\rBand\\tWavelength Range (nm)\\tSpatial + Resolution (m)\\tSwath Width (km)\\r1 (VIS)\\t510 \\u2013 690\\t50\\t100\\r2 + (VIS)\\t610 \\u2013 690\\t50\\t100\\r3 (NIR)\\t720 \\u2013 800\\t50\\t100\\r4 + (NIR)\\t800 \\u2013 1100\\t50\\t100\",\n \"type\": \"Collection\",\n + \ \"title\": \"MOS-1/1B ESA Orthorectified Map-oriented Products [MES_GEC_1P]\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/ESA-a36265c\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ESA_Orthorectified_Map_oriented_Level1_products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/MOS-1\",\n + \ \"title\": \"More collections for MOS-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/MOS-1B\",\n + \ \"title\": \"More collections for MOS-1B platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/512f0f9f-5eff-5a9b-bc5f-2616eb03d875\",\n + \ \"title\": \"More collections for MESSR instrument\"\n }\n + \ ],\n \"id\": \"ESA_Orthorectified_Map_oriented_Level1_products\",\n + \ \"updated\": \"2024-01-11T15:24:06Z\",\n \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"MESSR\"],\n + \ \"platform\": [\n \"MOS-1\",\n \"MOS-1B\"\n ]\n + \ }\n },\n {\n \"extent\": {\n \"spatial\": {\"bbox\": + [[\n -180,\n -90,\n 180,\n 90\n ]]},\n + \ \"temporal\": {\"interval\": [[\n \"2020-07-09T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"Level 2C assisted wind fields assimilation + processing\",\n \"Atmosphere\",\n \"Atmospheric Indicators\",\n + \ \"Atmospheric Winds\",\n \"Climate\",\n \"EARTH SCIENCE + > ATMOSPHERE\",\n \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n + \ \"EARTH SCIENCE > CLIMATE INDICATORS\",\n \"UV (0.01 - 0.4 + \xB5m)\",\n \"Sun-synchronous\",\n \"Horizontal resolution at + observation scale for Rayleigh/Mie: 87/10 km 250-2000 m vertical resolution\",\n + \ \"ALD_U_N_2C\",\n \"320 km\",\n \"Lidar/Laser Sounders\",\n + \ \"Aeolus\",\n \"ALADIN\"\n ],\n \"created\": \"2023-02-17T00:00:00.00Z\",\n + \ \"description\": \"The Level 2C wind product of the Aeolus mission provides + ECMWF analysis horizontal wind vectors at the geolocations of assimilated + L2B HLOS wind components. The L2C can therefore be described as an Aeolus-assisted + horizontal wind vector product. The L2C is a distinct product, however the + L2C and L2B share a common Earth Explorer file template, with the L2C being + a superset of the L2B. The L2C consists of extra datasets appended to the + L2B product with information which are relevant to the data assimilation of + the L2B winds.\",\n \"type\": \"Collection\",\n \"title\": \"Aeolus + Level 2C assisted wind fields resulting from NWP Numerical Weather Prediction + assimilation processing\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products\",\n \"type\": + \"application/json\"\n },\n {\n \"rel\": \"root\",\n + \ \"href\": \"https://emc.spacebel.be\",\n \"type\": \"application/json\",\n + \ \"title\": \"FedEO Clearinghouse\"\n },\n {\n \"rel\": + \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n \"title\": + \"collections\",\n \"type\": \"application/json\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Level2-Algorithm-Theoretical-Basis-Document.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B + Algorithm Theoretical Baseline Document - Level 2B processor algorithm description\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-L2B-2C-Input-Output-DD-ICD.pdf/2321b6a0-27d0-b628-771e-fcca4928bc32\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus L2B/2C + Processor Input/Output Data Definitions Interface Control Document - Level + 2B/2C data definition\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Aeolus-Sensor-and-Product-Description.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Aeolus Sensor + and Product Description - Aeolus Sensor and Product Description\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/L2C_Wind_products?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Aeolus\",\n + \ \"title\": \"More collections for Aeolus platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/a032cde6-16e3-5940-988e-f6d79870d14c\",\n + \ \"title\": \"More collections for ALADIN instrument\"\n }\n + \ ],\n \"id\": \"L2C_Wind_products\",\n \"updated\": \"2023-06-13T13:23:39Z\",\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"ALADIN\"],\n + \ \"platform\": [\"Aeolus\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2009-09-01T00:00:00.000Z\",\n + \ \"2012-07-31T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/esa-jfhe2um\",\n \"keywords\": + [\n \"World\",\n \"Solid Earth\",\n \"Geodetics\",\n + \ \"EARTH SCIENCE > SOLID EARTH\",\n \"EARTH SCIENCE > SOLID + EARTH > GEODETICS\",\n \"Sun-synchronous\",\n \"250 km\",\n + \ \"Accelerometers\",\n \"GPS\",\n \"Radar Altimeters\",\n + \ \"GOCE\",\n \"EGG\",\n \"SSTI\",\n \"STR\"\n + \ ],\n \"created\": \"2019-12-13T00:00:00.00Z\",\n \"description\": + \"This collection contains GOCE level 2 data: Gravity Gradients in the gradiometer + reference frame (EGG_NOM_2), in the terrestrial reference frame (EGG_TRF_2), + GPS receiver derived precise science orbits (SST_PSO_2) and the non-tidal + time variable gravity field potential with respect to a mean value in terms + of a spherical harmonic series determined from atmospheric and oceanic mass + variations as well as from a GRACE monthly gravity field time series (SST_AUX_2). + EGG_NOM_2_: latest baseline: _0203 EGG_TRF_2_: latest baseline _0101 SST_AUX_2_: + latest baseline _0001 SST_PSO_2_: latest baseline _0201\",\n \"type\": + \"Collection\",\n \"title\": \"GOCE Level 2\",\n \"license\": \"various\",\n + \ \"assets\": {\n \"search\": {\n \"roles\": [\"search\"],\n + \ \"href\": \"https://fedeo-client.ceos.org?url=https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%252Bxml&uid=GOCE_Level_2\",\n + \ \"type\": \"text/html\",\n \"title\": \"Search client\"\n + \ },\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/esa-jfhe2um\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"items\",\n \"href\": + \"https://emc.spacebel.be/collections/GOCE_Level_2/items?httpAccept=application/geo%2Bjson;profile=https://stacspec.org\",\n + \ \"type\": \"application/geo+json\",\n \"title\": \"Datasets + search for the series GOCE_Level_2\"\n },\n {\n \"rel\": + \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n \"href\": + \"https://emc.spacebel.be/collections/GOCE_Level_2/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for GOCE_Level_2\"\n + \ },\n {\n \"rel\": \"search\",\n \"href\": + \"https://emc.spacebel.be/collections/series/items/GOCE_Level_2/api\",\n \"type\": + \"application/opensearchdescription+xml\",\n \"title\": \"OpenSearch + Description Document\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/GOCE-Level-2-Product-Data-Handbook.pdf/ea815111-61ac-7cda-ec3a-31f026493ebd\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"GOCE Level + 2 Products User Handbook - User Manual\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/GOCE_Level_2?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/GOCE\",\n + \ \"title\": \"More collections for GOCE platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/d199ff14-9d4f-50eb-909e-98d020e9cf9b\",\n + \ \"title\": \"More collections for STR instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/bc5654d6-8472-5509-8aa8-550a078dadd6\",\n + \ \"title\": \"More collections for EGG instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/03a1a96e-daa1-52e4-ab3f-508cbe9b5cf9\",\n + \ \"title\": \"More collections for SSTI instrument\"\n }\n + \ ],\n \"id\": \"GOCE_Level_2\",\n \"updated\": \"2023-06-13T13:23:40Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\n + \ \"STR\",\n \"EGG\",\n \"SSTI\"\n ],\n \"platform\": + [\"GOCE\"]\n }\n },\n {\n \"extent\": {\n \"spatial\": + {\"bbox\": [[\n -180,\n -84,\n 180,\n 84\n + \ ]]},\n \"temporal\": {\"interval\": [[\n \"2013-11-13T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"Planet\",\n \"Land + Surface\",\n \"Mapping and Cartography\",\n \"Natural Hazards + and Disaster Risk\",\n \"EARTH SCIENCE > LAND SURFACE\",\n \"EARTH + SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS\",\n \"VIS (0.40 - 0.75 + \xB5m)\",\n \"NIR (0.75 - 1.30 \xB5m)\",\n \"Sun-synchronous\",\n + \ \"Very High Resolution - VHR (0 - 5m)\",\n \"475-575 km\",\n + \ \"8 km at nadir for SkySat-1 to -2, 6.6 km at nadir for SkySat-3 to + -13\",\n \"Imaging Spectrometers/Radiometers\",\n \"SkySat\",\n + \ \"SkySat Camera\"\n ],\n \"created\": \"2019-08-09T00:00:00.00Z\",\n + \ \"description\": \"The SkySat Level 2B Basic Scene, Level 3B Ortho Scene + and Level 3B Consolidated full archive and new tasking products are available + as part of Planet imagery offer. The SkySat Basic Scene product is uncalibrated + and in a raw digital number format, not corrected for any geometric distortions + inherent in the imaging process. Rational Polynomial Coefficients (RPCs) is + provided to enable orthorectification by the user. Basic Scene Product Components + and Format Processing levels\\t/\\t- Analytic (unorthorectified, radiometrically + corrected, multispectral BGRN); - Analytic DN (unorthorectified, multispectral + BGRN); - Panchromatic DN (unorthorectified, panchromatic)\\t// Product Components + and Format\\t/\\t- Image File (GeoTIFF format); - Metadata File (JSON format); + - Rational Polynomial Coefficients (Text File); - UDM File (GeoTIFF format)\\t// + Image configuration\\t/\\t- 4-band Analytic DN Image (Blue, Green, Red, NIR); + - 1-band Panchromatic DN Image (Pan)\\t// Ground Sampling Distance\\t/\\t3.7 + m at nadir (average at reference altitude 475 km)\\t// Ground Sampling Distance + (nadir)\\t/\\t- Panchromatic 0.86m and Multispectral 1.0m for SkySat-1&2; + - Panchromatic 0.65m and Multispectral 0.8m for SkySat-3 to 13 (0.72 m and + 1.0m for data acquired before 30/06/2020)\\t// Accuracy\\t/\\t<50 m RMSE\\t// + \ The SkySat Ortho Scene is sensor- and geometrically-corrected (by using + DEMs with a post spacing of between 30 and 90 meters) and is projected to + a cartographic map projection; the accuracy of the product will vary from + region to region based on available GCPs. Different products are available: + \ - The SkySat Visual Ortho Scene product is orthorectified, pansharpened, + and color-corrected (using a color curve) 3-band RGB Imagery - The SkySat + Pansharpened Multispectral Scene product is orthorectified, pansharpened 4-band + BGRN Imagery - The SkySat Analytic DN Ortho Scene product is orthorectified, + multispectral BGRN, uncalibrated, digital number imagery product. The product + has been processed to remove distortions caused by terrain; It eliminates + the perspective effect on the ground (not on buildings), restoring the geometry + of a vertical shot. Transformation to at-sensor radiance is not included - + The SkySat Panchromatic DN Ortho Scene product is orthorectified, panchromatic, + uncalibrated, digital number imagery product. It has a finer GSD than the + Analytic Product. Transformation to at-sensor radiance is not included. - + The SkySat Analytic Ortho Scene are calibrated multispectral imagery products + with radiometric corrections applied to correct for any sensor artifacts and + transformation to top-of-atmosphere radiance. - The SkySat Consolidated Product + are Ortho Collect product created by composing ~60 SkySat Ortho Scenes (Visual, + Pansharpened Multispectral, Analytic DN, Panchromatic DN) along an imaging + strip into segments. Ortho Scene Product Components and Format \\t/\\tVisual + Ortho\\t/\\tPansharpened Multispectral\\t/\\tAnalytic DN Ortho\\t/\\tPanchromatic + DN Ortho\\t/\\tAnalytic Ortho\\t// Product Components and Format\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF); Metadata + File (JSON format); Rational Polynomial Coefficients (Text File); UDM File + (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); Metadata File (JSON format); + Rational Polynomial Coefficients (Text File); UDM File (GeoTIFF format);\\t/\\tImage + File (GeoTIFF format); Metadata File (JSON format); Rational Polynomial Coefficients + (Text File); UDM File (GeoTIFF format)\\t/\\tImage File (GeoTIFF format); + Metadata File (JSON format); Rational Polynomial Coefficients (Text File); + UDM File (GeoTIFF format)\\t// Image configuration\\t/\\t3-band Pansharpened + Image (PS Red, PS Green, PS Blue)\\t/\\t4-band Pansharpened Image (PS Blue, + PS Green, PS Red, PS NIR)\\t/\\t4-band Analytic DN Image (B, G, R, N)\\t/\\t1-band + Panchromatic Image\\t/\\t4-band Analytic Image (B, G, R, N)\\t// Ground Sampling + Distance\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t/\\t50 cm\\t// + Projection\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM WGS84\\t/\\tUTM + WGS84\\t// Accuracy\\t/\\t<10 m RMSE\\t/\\t<10 m RMSE\\t/\\t<10 m + RMSE\\t/\\t<10 m RMSE\\t/\\tradiometric accuracy: +/- 5% Relative accuracy + at < 10 degrees off-nadir angle\\t// The products are available as part + of the Planet provision from RapidEye, Skysat and PlanetScope constellations. + SkySat collection has worldwide coverage: The Planet Explorer Catalogue can + be accessed (Planet registration requested) to discover and check the data + readiness. All details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability (https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf).\",\n + \ \"type\": \"Collection\",\n \"title\": \"SkySat Full Archive and + New Tasking\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://www.planet.com/products/#satellite-imagery\",\n \"type\": + \"text/html\",\n \"title\": \"Planet products - Web site\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Planet-combined-imagery-product-specs-2020.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Imagery + Product Specifications - Product Specifications\"\n },\n {\n + \ \"rel\": \"describedby\",\n \"href\": \"https://developers.planet.com/docs/apps/explorer/\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Explorer + User Guide - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SkySat-tasking-request-form.pdf/075f845e-13bd-36e2-4743-3aeb2053c61c\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"SkySat Tasking + Request Form - Access guide\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Access-to-ESAs-Planet-Missions-Terms-of-Applicability.pdf/91fdeed4-2efe-1bed-8058-1dddb6e14fa6\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Planet Terms + of Applicability - Access guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/SkySat.Full.Archive.and.New.Tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/SkySat\",\n + \ \"title\": \"More collections for SkySat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/429a0634-46aa-518a-ac92-b5bcec0315d4\",\n + \ \"title\": \"More collections for SkySat Camera instrument\"\n }\n + \ ],\n \"id\": \"SkySat.Full.Archive.and.New.Tasking\",\n \"updated\": + \"2023-06-13T13:23:42Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SkySat + Camera\"],\n \"platform\": [\"SkySat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2002-05-14T00:00:00.000Z\",\n + \ \"2012-04-08T23:59:59.999Z\"\n ]]}\n },\n \"stac_version\": + \"1.0.0\",\n \"sci:doi\": \"10.5270/EN1-85m0a7b\",\n \"keywords\": + [\n \"World\",\n \"Land Surface\",\n \"Topography\",\n + \ \"Cryosphere\",\n \"Snow and Ice\",\n \"Oceans\",\n + \ \"Ocean Waves\",\n \"Sea Surface Topography\",\n \"Atmosphere\",\n + \ \"Atmospheric Winds\",\n \"EARTH SCIENCE > LAND SURFACE\",\n + \ \"EARTH SCIENCE > LAND SURFACE > TOPOGRAPHY\",\n \"EARTH SCIENCE + > CRYOSPHERE\",\n \"EARTH SCIENCE > CRYOSPHERE > SNOW/ICE\",\n \"EARTH + SCIENCE > TERRESTRIAL HYDROSPHERE > SNOW/ICE\",\n \"EARTH SCIENCE > + OCEANS\",\n \"EARTH SCIENCE > OCEANS > OCEAN WAVES\",\n \"EARTH + SCIENCE > OCEANS > SEA SURFACE TOPOGRAPHY\",\n \"EARTH SCIENCE > ATMOSPHERE\",\n + \ \"EARTH SCIENCE > ATMOSPHERE > ATMOSPHERIC WINDS\",\n \"Sun-synchronous\",\n + \ \"800 km\",\n \"5 - 1150 km\",\n \"Radar Altimeters\",\n + \ \"Envisat\",\n \"RA-2\"\n ],\n \"created\": \"2019-05-29T00:00:00.00Z\",\n + \ \"description\": \"This is a RA-2 Sensor and Geophysical Data Record + (SGDR) Full Mission Reprocessing (FMR) v3 product. This FMR follows the first + Envisat Altimetry reprocessing Version (V2.1) completed in 2012. The GDR + and S-GDR data products were reprocessed for all cycles from 6 to 113 (May + 2002 to April 2012) into a homogeneous standard in NetCDF format (close to + Sentinel-3). The Sensor Data Record (SGDR) Product from RA-2/MWR includes + the data in the GDR product (https://earth.esa.int/eogateway/catalog/envisat-ra-2-geophysical-data-record-gdr-ra2_gdr__2p-) + (RA-2 geophysical data, MWR data) and also RA-2 averaged waveforms (18Hz) + and RA-2 individual waveforms (1800Hz). This product is a continuation of + ERS RA data. This data product has a coverage of 1 pass, pole-pole, a spatial + sampling of about 390 m along track and a size of 31 to 40 MB, depending on + presence of individual waveforms. The radiometric accuracy is 0.2 dB and + auxiliary data include: Orbit state vectors (DORIS, FOS), RA2 and MWR characterisation + data, Platform attitude, Gain calibration, USO frequency, ECMWF data, time + relation, leap second, Ionospheric corrections, geoid, mean sea surface, slope + data, and tide model (ocean, earth, loading, pole). Please consult the Envisat + RA-2/MWR Product Quality Readme file before using the data.\",\n \"type\": + \"Collection\",\n \"title\": \"Envisat RA-2 Sensor and Geophysical Data + Record - SGDR\_[RA2_MWS__2P]\",\n \"license\": \"various\",\n \"assets\": + {\n \"metadata_ogc_17_069r3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"cite-as\",\n + \ \"href\": \"https://doi.org/10.5270/EN1-85m0a7b\",\n \"type\": + \"text/html\",\n \"title\": \"Landing page\"\n },\n {\n + \ \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/web/sppa/mission-performance/esa-missions/envisat/ra2/products-and-algorithms/products-information/aux\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA2-MWR Auxiliary + Data - Auxiliary Data\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/instruments/ra2/products-information\",\n + \ \"type\": \"text/html\",\n \"title\": \"Envisat RA-2 MWR + Sensor Performance, Products and Algorithms - Product Information\"\n },\n + \ {\n \"rel\": \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-Level-2-Product-Handbook.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Handbook - User Manual\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-product-specifications.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"RA-2 Product + Specifications - Product Specifications\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Envisat-RA-2-MWR-Level-2-Product-Readme-3.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"ReadMe file + - Product Specifications\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/Error-Budget-Envisat-Altimetry-Mission.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Envisat Altimetry + Error Budget - Technical Note\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://earth.esa.int/eogateway/search?text=&category=Tools%20and%20toolboxes&filter=ra2-mwr\",\n + \ \"type\": \"text/html\",\n \"title\": \"RA-2 Software Tools + - Tools\"\n },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n \"type\": + \"text/html\",\n \"title\": \"Get Help? - ESA Earth Observation User + Services Portal\"\n },\n {\n \"rel\": \"alternate\",\n + \ \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/ENVISAT.RA2.MWS_2P?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Envisat\",\n + \ \"title\": \"More collections for Envisat platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/2ebd3948-3f88-5944-8e3c-7e60099ec941\",\n + \ \"title\": \"More collections for RA-2 instrument\"\n }\n + \ ],\n \"id\": \"ENVISAT.RA2.MWS_2P\",\n \"updated\": \"2023-06-13T13:23:41Z\",\n + \ \"stac_extensions\": [\"https://stac-extensions.github.io/scientific/v1.0.0/schema.json\"],\n + \ \"providers\": [\n {\n \"roles\": [\"producer\"],\n + \ \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"RA-2\"],\n + \ \"platform\": [\"Envisat\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2009-08-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GEOSAT\",\n \"DIMAP\",\n + \ \"TIFF\",\n \"Vegetation\",\n \"Agriculture\",\n \"Forestry\",\n + \ \"EARTH SCIENCE > BIOSPHERE > VEGETATION\",\n \"EARTH SCIENCE + > AGRICULTURE\",\n \"EARTH SCIENCE > BIOSPHERE > ECOSYSTEMS > TERRESTRIAL + ECOSYSTEMS > FORESTS\",\n \"VIS (0.40 - 0.75 \xC2\xB5m)\",\n \"NIR + (0.75 - 1.30 \xC2\xB5m)\",\n \"Sun-synchronous\",\n \"Medium + Resolution - MR (20 - 500 m)\",\n \"663 km\",\n \"625 km\",\n + \ \"Cameras\",\n \"GEOSAT-1\",\n \"SLIM6\"\n ],\n + \ \"created\": \"2019-05-22T00:00:00.00Z\",\n \"description\": \"GEOSAT-1 + full archive and new tasking products are available at 22 m resolution in + two processing levels.\\r\\rL1R (Basic Geopositioned): All 3 spectral channels + combined into a band-registered image. Geopositioned product based on sensor + model. Coefficients derived from satellite orientation parameters coming from + telemetry and appended to metadata\\rL1T (L1R orthorectified): Orthorectified + to sub-pixel accuracy (10 metres RMS error approximately) with respect to + Landsat ETM+ reference data and hole-filled seamless SRTM DEM data V3, 2006 + (90 m)\\rGEOSAT-1 products are provided in DIMAP format. The image products + are delivered in the TIFF and GeoTIFF image formats by default. All products + can be provided in False Colours (R,G,NIR) or Natural Colours (R, G, Synthetic + Blue).\\r\\rAll details about the data provision, data access conditions and + quota assignment procedure are described into the Terms of Applicability available + in Resources section.\\r\\rThe list of available archived data can be retrieved + using the GEOSAT catalogue (https://catalogue.geosat.space/cscda/extcat/)\\rAll + details about the data provision, data access conditions and quota assignment + procedure are described into the Terms of Applicability available in Resources + section. \\r\\rThe list of available archived data can be retrieved using + the Deimos catalogue (http://www.deimos-imaging.com/catalogue).\",\n \"type\": + \"Collection\",\n \"title\": \"GEOSAT-1 full archive and tasking\",\n + \ \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": 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\"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Geosat-1.Full.archive.and.tasking?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/GEOSAT-1\",\n + \ \"title\": \"More collections for GEOSAT-1 platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/5cc6eaab-0ddc-572f-a1b7-afa52ea5333d\",\n + \ \"title\": \"More collections for SLIM6 instrument\"\n }\n + \ ],\n \"id\": \"Geosat-1.Full.archive.and.tasking\",\n \"updated\": + \"2023-06-13T13:23:40Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"https://earth.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\"SLIM6\"],\n + \ \"platform\": [\"GEOSAT-1\"]\n }\n },\n {\n \"extent\": + {\n \"spatial\": {\"bbox\": [[\n -180,\n -90,\n 180,\n + \ 90\n ]]},\n \"temporal\": {\"interval\": [[\n \"2016-06-01T00:00:00.000Z\",\n + \ null\n ]]}\n },\n \"stac_version\": \"1.0.0\",\n + \ \"keywords\": [\n \"World\",\n \"GNSS\",\n \"AIS\",\n + \ \"ADS-B\",\n \"Atmosphere\",\n \"Ionosphere and Magnetosphere + Dynamics\",\n \"Weather Events\",\n \"Oceans\",\n \"EARTH + SCIENCE > ATMOSPHERE\",\n \"EARTH SCIENCE > SUN-EARTH INTERACTIONS + > IONOSPHERE/MAGNETOSPHERE DYNAMICS\",\n \"EARTH SCIENCE > ATMOSPHERE + > WEATHER EVENTS\",\n \"EARTH SCIENCE > OCEANS\",\n \"Sun-synchronous\",\n + \ \"500 km\",\n \"Imaging Spectrometers/Radiometers\",\n \"Spire\",\n + \ \"AIRSAFE\",\n \"SENSE\",\n \"STRATOS\"\n ],\n + \ \"created\": \"2020-09-04T00:00:00.00Z\",\n \"description\": \"The + data collected by Spire from it's 110 satellites launched into Low Earth + Orbit (LEO) has a diverse range of applications, from analysis of global trade + patterns and commodity flows to aircraft routing to weather forecasting. The + data also provides interesting research opportunities on topics as varied + as ocean currents and GNSS-based planetary boundary layer height. The following + products can be requested: ADS-B Data Stream Global ADS-B satellite data + observed by Spire satellites and processed through the ground stations network. + Historical ADS-B data older than 6 months can be delivered as data cuts containing + CSV file(s) accessible through a Web Service or Cloud storage solutions. Live + ADS-B data is available through a streaming API, and recent historical data + can be accessed through a REST API. Data is distributed as a monthly subscription: + historical data can be requested starting from 3 December 2008, the time period + for live data starts from a user-defined date and continues for 30 days. AIS + AIS messages include satellite AIS (S-AIS) as observed by Spire satellites + and terrestrial AIS (T-AIS) from third party sensor stations (up to 40 million + messages per day). Historical AIS data are delivered as a cvs file with availability + back to June 2016 or via Historical API from December 2018; live AIS data + are pushed to end users via TCP or through Messages API. Data is distributed + as a monthly subscription, from a user-defined date and continues for a 30 + day period. GNSS-Radio Occultation GNSS Radio Occultation (GNSS-RO) measurements + are collected globally on a continuous basis, generating profiles of the Earth\\u2019s + atmosphere. Derived Level 1 and Level 2 products include both atmospheric + and ionospheric products. Historical data for most of the GNSS-RO products + are available from December 2018 to the present. Near real-time (within 90 + minutes or less latency from collection to delivery) GNSS-RO profiles are + also available upon request. GNSS Reflectometry GNSS Reflectometry (GNSS-R) + is a technique to measure Earth\\u2019s surface properties using reflections + of GNSS signals in the form of a bistatic radar. Spire collects two types + of GNSS-R data: conventional, near-nadir incidence LHCP reflections collected + by the Spire GNSS-R satellites (e.g., Spire GNSS-R \\u201cBatch-1\\u201d satellites) + and grazing angle (i.e., low elevation angle) RHCP reflections collected by + the Spire GNSS-RO satellites. Derived Level 1 and Level 2 products are available, + as well as some special Level 0 raw intermediate frequency (IF) data. Historical + grazing angle GNSS-R data are available from May 2019 to the present, while + conventional GNSS-R data are available from December 2020 to the present. + \ Name: Automatic Identification System (AIS) Description: The automatic identification + system (AIS) is an automatic tracking system that uses transponders on ships + and is used by vessel traffic services. Spire data includes satellite AIS + (S-AIS) as observed by Spire satellites and terrestrial AIS (T-AIS) from third + party sensor stations. Data format and content: .parquet.gz files The AIS + files contain time-series data on received AIS messages, both the raw NMEA + message and added post-processing data for each message. Application: Supply + chain analysis, commodity trading, identification of illegal fishing or dark + targets, ship route and fuel use optimization, analysis of global trade patterns, + anti-piracy, autonomous vessel software, ocean currents. Name: Automatic + Dependent Surveillance-Broadcast (ADS-B) Description: Spire AirSafe ADS-B + products give access to satellite and terrestrial ADS-B data from captured + aircrafts. Data format and content: .csv.gz files The decompressed csv file + contains a list of hexadecimal representations of ADS-B messages associated + with the timestamp they were received on the satellite. Application: Fleet + management, ICAO regulatory compliance, route optimization, predictive maintenance, + global airspace, domain awareness. Name: Global Navigation Satellite System + Radio Occultation (GNSS-RO) Description: GNSS atmospheric radio occultation + (GNSS-RO) relies on the detection of a change in a radio signal as it passes + through a planet's atmosphere, i.e. as it is refracted by the atmosphere. + This data set contains precise orbit determination (POD) solutions, satellite + attitude information, high-rate occultation observations, excess phase, and + derived atmospheric dry temperature profiles. Data format and content: podObs*.rnx + This file contains raw pseudorange, carrier phase, Doppler frequency, and + signal-to-noise measurements for each observed GPS signal from a single Spire + satellite which allow to estimate the positions and velocities of each Spire + satellite and also used to derive ionospheric total electron content data. + leoOrb*.sp3 This file contains the estimated position, velocity and receiver + clock error of a given Spire satellite after processing of the POD observation + file leoAtt*.log It contains 1 Hz rate quaternion information measured from + a single Spire satellite describing the satellite orientation. opnGns*ro.bin, + opnGns*rst.bin these files contain raw measurements from the occulting GNSS + satellite (one for each signal frequency) and raw phase data from one or more + reference GNSS satellites. atmPhs* The file contains occultation excess phase + delay. Also contains SNR values, ransmitter and receiver positions and open + loop model information. atmPrf*.nc The file contains profiles of atmospheric + dry pressure, dry temperature and neutral refractivity as a function of altitude + produced from full processing of one occultation event. bfrPrf*.bufr The file + contains derived profiles of dry pressure, dry temperature, refractivity and + bending angle for each occultation. Application:\\tAtmospheric profiles of + pressure, dry temperature, bending angle, and refractivity used in numerical + weather prediction data assimilation and climate change studies. Name: Raw + IF samples from GNSS-RO satellites Description: Raw intermediate frequency + (IF) sampled data (I/Q) from the GNSS receiver front-end of GNSS-RO satellites. + Data format and content: rocRIF*.zip Binary raw IF data and associated ancillary + data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-RO studies, GNSS RFI and jamming monitoring, research. Name: Raw IF + samples from GNSS-R satellites Description: Raw intermediate frequency (IF) + sampled data (I/Q) from the GNSS receiver front-end of conventional GNSS-R + satellites. Data format and content: gbrRIF*.zip Binary raw IF data and associated + ancillary data (e.g., POD data) in a zip archive per collection event. Application: + GNSS-R studies, GNSS RFI and jamming monitoring, research, etc. Name: Grazing + angle GNSS-R observations Description: During grazing angle GNSS-R events, + signal reflection at two frequencies is observed through the limb-facing antenna + and is trackedusing an open-loop tracking technique thatrelies on a model + topredict the propagationdelay and Doppler of thereflected signal. Simultaneous + open-looptracking of the signaldirectly along theline-of-sight from thetransmitter + to thereceiver is alsoperformed to provideadditional data that maybenecessary + for signalcalibration. The mainoutput of the open-looptracking are in-phase + (I)and quadrature (Q)accumulation samples(nominally at 50 Hz),which represent + the residual Doppler (phase) from the model. Data format and content: grzObs*.nc + L1A filecontains rawopen loopcarrier phasemeasurementsat 50 Hzsampling forgrazingangleGNSS-Rreflectionscaptured + in the GNSS-RO RHC Pantennas, (bothdirect andreflectedsignals) on GNSS-RO + satellites. Application: Sea surface and sea ice height extent, and classification. + \ Name: Georeferenced grazing angle GNSS-R observations Description: The low-levelobservations + of the high-rate grazing angle GNSS-R observationsbut withthegeoreferenced + bistatic radar parameters of the satellite receiver,specular reflection, and + GNSS transmitter included. Data format and content: grzRfl*.nc L1B file contains + the georeferenced grazing angle GNSS-R data collected by Spire GNSS-RO satellites, + including the low-level observables and bistatic radar geometries (e.g., receiver, + specular reflection, and the transmitter locations). Application: Sea surface + and sea ice height extent, and classification Name: GNSS-R calibrated bistatic + radar reflectivities Description: Higher level product used to derive land-surface + reflectivity. Data format and content: gbrRfl*.nc L1A along-track calibrated + relative power between reflected and direct signals (e.g., bistatic radar + reflectivities) measured by Spire conventional GNSS-R satellites. Application: + GNSS-R studies, soil moisture, ocean wind, and sea ice applications Name: + GNSS-R calibrated bistatic radar cross-sections Description: Higher level + product used to derive ocean surface roughness products. Data format and content: + gbrRCS*.nc L1B along-track calibrated and normalized bistatic radar cross-sections + measured by Spire conventional GNSS-R satellites. Application: GNSS-R studies, + ocean wind and sea ice applications Name: Combined Surface Soil Moisture + Description: Combined CYGNSS and SMAP soil moisture data are provided as a + combined surface soil moisture (COMB-SSM) product in two data level formats: + L2U1 and L3U1. 6 x 6 km grid cell. L-band measurements of surface soil moisture + benefit from better vegetation penetration in comparison to traditional C-band + measurements. Data format and content: COMB-SSM.nc This file contains the + combined data product containing measurements from both CYGNSS and SMAP reported + on a 6 km global Equi7Grid grid. Application: Agriculture, crop insurance, + farming solutions, climatology, terrain awareness, peatlands and wetlands + monitoring etc. Name: Ionosphere total electron content Description: Spire + routinely collects and processes a large volume of total electron content + (TEC) data, representing the line-of-sight integration of electron density + between a Spire satellite and a GNSS satellite. Each file contains line-of-sight + ionospheric total electron content (TEC) estimates derived for a \\u2018single + viewing arc\\u2019 contained in the POD observation file. Viewing arcs are + at least 10 minutes in duration. Data format and content: podTec*.nc This + file contains the line-of-sight total electron content with associated orbital + information. Application: Space weather research, tsunamigenic earthquakes, + weather applications, space situational awareness (SSA), autonomous vehicles + etc Name: Ionosphere scintillation Description: The scintillation index for + each GNSS frequency is computed onboard the spacecraft. This index provides + a measure of the fluctuations of the GNSS signal over the course of 10 seconds + caused by propagation of the radio signals through electron density irregularities + in the ionosphere. After the raw indices are downlinked to the ground, they + are packaged along with associated metadata such as orbit position to create + the final scintillation data product. Data format and content: scnLv1*.nc + This file contains on-board computed scintillation data (S4 only) with associated + orbital information Application: Space weather research, solar events, TIDs, + weather applications positioning and navigation, communications etc. Name: + Electron density profile Description: Electron density profiles are retrieved + as a function of altitude. Electron density profiles are processed from podTec + netcdf files, which span a sufficient elevation angle range. A standard Abel + inversion algorithm is applied to retrieve the profiles. Data format and content: + ionPrf*.nc This file contains electron density profile retrieved from podTec + files spanning appropriate elevation angle range Application: Space weather + research, solar events, TIDs, weather applications positioning and navigation, + communications. The products are available as part of the Spire provision + with worldwide coverage. All details about the data provision, data access + conditions and quota assignment procedure are described in the Terms of Applicability + (https://earth.esa.int/eogateway/documents/20142/37627/SPIRE-Terms-Of-Applicability.pdf/0dd8b3e8-05fe-3312-6471-a417c6503639).\",\n + \ \"type\": \"Collection\",\n \"title\": \"Spire live and historical + data\",\n \"license\": \"various\",\n \"assets\": {\n \"metadata_ogc_17_069r3\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data\",\n + \ \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/ogcapi-features-1/1.0\\\"\",\n + \ \"title\": \"OGC 17-069r3 metadata\"\n },\n \"metadata_iso_19139\": + {\n \"roles\": [\"metadata\"],\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/vnd.iso.19139%2Bxml\",\n + \ \"title\": \"ISO 19139 metadata\",\n \"type\": \"application/vnd.iso.19139+xml\"\n + \ },\n \"metadata_iso_19139_2\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/vnd.iso.19139-2%2Bxml\",\n + \ \"title\": \"ISO 19139-2 metadata\",\n \"type\": \"application/vnd.iso.19139-2+xml\"\n + \ },\n \"metadata_dif_10\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/dif10%2Bxml\",\n + \ \"title\": \"DIF-10 metadata\",\n \"type\": \"application/dif10+xml\"\n + \ },\n \"metadata_iso_19115_3\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/vnd.iso.19115-3%2Bxml\",\n + \ \"title\": \"ISO 19115-3 metadata\",\n \"type\": \"application/vnd.iso.19115-3+xml\"\n + \ },\n \"metadata_ogc_17_084r1\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?mode=owc\",\n + \ \"title\": \"OGC 17-084r1 metadata\",\n \"type\": \"application/geo+json;profile=\\\"http://www.opengis.net/spec/eoc-geojson/1.0\\\"\"\n + \ },\n \"metadata_html\": {\n \"roles\": [\"metadata\"],\n + \ \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=text/html\",\n + \ \"title\": \"HTML\",\n \"type\": \"text/html\"\n }\n + \ },\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data\",\n + \ \"type\": \"application/json\"\n },\n {\n \"rel\": + \"root\",\n \"href\": \"https://emc.spacebel.be\",\n \"type\": + \"application/json\",\n \"title\": \"FedEO Clearinghouse\"\n },\n + \ {\n \"rel\": \"parent\",\n \"href\": \"https://emc.spacebel.be\",\n + \ \"title\": \"collections\",\n \"type\": \"application/json\"\n + \ },\n {\n \"rel\": \"describedby\",\n \"href\": + \"https://earth.esa.int/eogateway/documents/20142/37627/Spire-Product-Guide.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Spire Product + Guide - Product Description\"\n },\n {\n \"rel\": \"describedby\",\n + \ \"href\": \"https://earth.esa.int/eogateway/documents/20142/37627/SPIRE-Terms-Of-Applicability.pdf\",\n + \ \"type\": \"application/pdf\",\n \"title\": \"Spire Terms + of Applicability - Access Guide\"\n },\n {\n \"rel\": + \"describedby\",\n \"href\": \"https://esatellus.service-now.com/csp?id=esa_simple_request\",\n + \ \"type\": \"text/html\",\n \"title\": \"Get Help? - ESA + Earth Observation User Services Portal\"\n },\n {\n \"rel\": + \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/atom%2Bxml\",\n + \ \"type\": \"application/atom+xml\",\n \"title\": \"Atom + format\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/xml\",\n + \ \"type\": \"application/xml\",\n \"title\": \"Dublin Core + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/ld%2Bjson;profile=https://schema.org\",\n + \ \"type\": \"application/ld+json;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"JSON-LD (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/ld%2Bjson;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/ld+json;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"JSON-LD (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml\",\n + \ \"type\": \"application/rdf+xml\",\n \"title\": \"RDF/XML + metadata\"\n },\n {\n \"rel\": \"alternate\",\n \"href\": + \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml;profile=https://schema.org\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"RDF/XML (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=application/rdf%2Bxml;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"application/rdf+xml;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"RDF/XML (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=text/turtle;profile=https://schema.org\",\n + \ \"type\": \"text/turtle;profile=\\\"https://schema.org\\\"\",\n + \ \"title\": \"Turtle (schema.org) metadata\"\n },\n {\n + \ \"rel\": \"alternate\",\n \"href\": \"https://emc.spacebel.be/collections/Spire.live.and.historical.data?httpAccept=text/turtle;profile=http://data.europa.eu/930/\",\n + \ \"type\": \"text/turtle;profile=\\\"http://data.europa.eu/930/\\\"\",\n + \ \"title\": \"Turtle (GeoDCAT-AP) metadata\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:organisationName/ESA@ESRIN\",\n + \ \"title\": \"More collections for ESA/ESRIN\"\n },\n {\n + \ \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/eo:platform/Spire\",\n + \ \"title\": \"More collections for Spire platform\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/1c3bd49f-bdc9-5c33-a273-2f0f7a5b3f88\",\n + \ \"title\": \"More collections for STRATOS instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/e5735a20-bdb8-5cff-b385-c16c84c855f4\",\n + \ \"title\": \"More collections for SENSE instrument\"\n },\n + \ {\n \"rel\": \"related\",\n \"href\": \"https://emc.spacebel.be/series/concepts/instruments/11f58510-1770-53a7-9b13-5a5564b4e9c2\",\n + \ \"title\": \"More collections for AIRSAFE instrument\"\n }\n + \ ],\n \"id\": \"Spire.live.and.historical.data\",\n \"updated\": + \"2023-06-13T13:23:42Z\",\n \"providers\": [\n {\n \"roles\": + [\"producer\"],\n \"name\": \"ESA/ESRIN\",\n \"url\": \"http://www.esa.int\"\n + \ },\n {\n \"roles\": [\"host\"],\n \"name\": + \"FedEO Clearinghouse\",\n \"url\": \"https://emc.spacebel.be/readme.html\"\n + \ }\n ],\n \"summaries\": {\n \"instruments\": [\n + \ \"STRATOS\",\n \"SENSE\",\n \"AIRSAFE\"\n ],\n + \ \"platform\": [\"Spire\"]\n }\n }\n ],\n \"numberReturned\": + 10,\n \"links\": [\n {\n \"rel\": \"self\",\n \"href\": \"https://emc.spacebel.be/collections?limit=10&bbox=-92.379%2C46.662%2C-91.788%2C46.919\",\n + \ \"type\": \"application/json\",\n \"title\": \"This document\"\n + \ },\n {\n \"rel\": \"next\",\n \"href\": \"https://emc.spacebel.be/collections?limit=10&bbox=-92.379%2C46.662%2C-91.788%2C46.919&startRecord=21\",\n + \ \"type\": \"application/json\",\n \"title\": \"Next results\"\n + \ },\n {\n \"rel\": \"previous\",\n \"href\": \"https://emc.spacebel.be/collections?limit=10&bbox=-92.379%2C46.662%2C-91.788%2C46.919&startRecord=1\",\n + \ \"type\": \"application/json\",\n \"title\": \"Previous results\"\n + \ },\n {\n \"rel\": \"http://www.opengis.net/def/rel/ogc/1.0/queryables\",\n + \ \"href\": \"https://emc.spacebel.be/collections/queryables\",\n \"type\": + \"application/schema+json\",\n \"title\": \"Queryables for collection + search\"\n }\n ],\n \"numberMatched\": 2300\n}" + headers: + Access-Control-Allow-Headers: + - X-PINGOTHER, Content-Type, Authorization, Accept + Access-Control-Allow-Methods: + - POST,GET,PUT,HEAD,OPTIONS,DELETE + Access-Control-Allow-Origin: + - '*' + Cache-Control: + - no-cache, no-store, max-age=0, must-revalidate + Connection: + - keep-alive + Content-Type: + - application/json;charset=UTF-8 + Date: + - Thu, 26 Sep 2024 14:34:51 GMT + Expires: + - '0' + Pragma: + - no-cache + Server: + - openresty + Strict-Transport-Security: + - max-age=31536000 ; includeSubDomains + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + X-Frame-Options: + - DENY + X-Served-By: + - emc.spacebel.be + X-XSS-Protection: + - 1; mode=block + status: + code: 200 + message: '' +version: 1 diff --git a/tests/data/fedeo_clearinghouse.json b/tests/data/fedeo_clearinghouse.json new file mode 100644 index 00000000..a99885c9 --- /dev/null +++ b/tests/data/fedeo_clearinghouse.json @@ -0,0 +1,172 @@ +{ + "extent": { + "spatial": {"bbox": [[ + -180, + -90, + 180, + 90 + ]]}, + "temporal": {"interval": [[ + null, + null + ]]} + }, + "stac_version": "1.0.0", + "license": "various", + "description": "FedEO Clearinghouse provides interoperable access, following ISO/OGC interface guidelines, to Earth Observation metadata", + "links": [ + { + "rel": "self", + "href": "https://emc.spacebel.be", + "type": "application/json", + "title": "This document" + }, + { + "rel": "search", + "href": "https://emc.spacebel.be/api?httpAccept=application/opensearchdescription%2Bxml", + "type": "application/opensearchdescription+xml", + "title": "OpenSearch Description Document" + }, + { + "rel": "service-desc", + "href": "https://emc.spacebel.be/api?httpAccept=application/vnd.oai.openapi%2Bjson;version=3.0", + "type": "application/vnd.oai.openapi+json;version=3.0", + "title": "OpenAPI definition in JSON format" + }, + { + "rel": "service-desc", + "href": "https://emc.spacebel.be/api?httpAccept=application/json;profile=http://explain.z3950.org/dtd/2.0/", + "type": "application/json;profile=\"http://explain.z3950.org/dtd/2.0/\"", + "title": "Explain Document" + }, + { + "rel": "service-desc", + "href": "https://emc.spacebel.be/api?httpAccept=application/sru%2Bxml", + "type": "application/sru+xml", + "title": "Explain Document" + }, + { + "rel": "data", + "href": "https://emc.spacebel.be/collections", + "type": "application/json", + "title": "Metadata about the feature collections" + }, + { + "rel": "data", + "href": "https://emc.spacebel.be/collections", + "type": "application/ld+json", + "title": "Metadata about the feature collections" + }, + { + "rel": "data", + "href": "https://emc.spacebel.be/collections", + "type": "application/rdf+xml", + "title": "Metadata about the feature collections" + }, + { + "rel": "data", + "href": "https://emc.spacebel.be/collections", + "type": "text/turtle", + "title": "Metadata about the feature collections" + }, + { + "rel": "conformance", + "href": "https://emc.spacebel.be/conformance", + "type": "application/json", + "title": "OGC conformance classes implemented by this API" + }, + { + "rel": "service-doc", + "href": "https://emc.spacebel.be/readme.html", + "type": "text/html", + "title": "API Documentation" + }, + { + "rel": "service-doc", + "href": "https://emc.spacebel.be/index.html", + "type": "text/html", + "title": "API Documentation (Jupyter)" + }, + { + "rel": "service-doc", + "href": "https://redocly.github.io/redoc/?url=https://emc.spacebel.be/api&nocors", + "type": "text/html", + "title": "API documentation in ReDoc format" + }, + { + "rel": "service-doc", + "href": "http://petstore.swagger.io/?url=https://emc.spacebel.be/api", + "type": "text/html", + "title": "API documentation in Swagger.io format" + }, + { + "rel": "alternate", + "href": "https://emc.spacebel.be?httpAccept=text/html", + "type": "text/html", + "title": "Landing Page in HTML media type." + }, + { + "rel": "alternate", + "href": "https://emc.spacebel.be?httpAccept=application/ld%2Bjson", + "type": "application/ld+json", + "title": "Landing Page in JSON-LD media type." + }, + { + "method": "GET", + "rel": "search", + "href": "https://emc.spacebel.be/search", + "type": "application/geo+json", + "title": "STAC Search" + }, + { + "method": "POST", + "rel": "search", + "href": "https://emc.spacebel.be/search", + "type": "application/geo+json", + "title": "STAC Search" + }, + { + "rel": "child", + "href": "https://emc.spacebel.be/series", + "type": "application/json", + "title": "Collections" + }, + { + "rel": "child", + "href": "https://emc.spacebel.be/services", + "type": "application/json", + "title": "Services" + }, + { + "rel": "root", + "href": "https://emc.spacebel.be", + "type": "application/json" + } + ], + "id": "fedeo", + "conformsTo": [ + "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/core", + "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/oas30", + "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson", + "http://www.opengis.net/spec/ogcapi_common-2/1.0/conf/collections", + "http://www.opengis.net/spec/ogcapi-common-2/1.0/conf/simple-query", + "http://www.opengis.net/spec/ogcapi-records-1/1.0/req/cql-filter", + "http://www.opengis.net/spec/ogcapi-features-1/1.0/conf/geojson", + "http://www.opengis.net/spec/ogcapi-features-3/1.0/conf/features-filter", + "https://api.stacspec.org/v1.0.0-rc.2/core", + "https://api.stacspec.org/v1.0.0-rc.2/stac-search", + "https://api.stacspec.org/v1.0.0-rc.2/stac-response", + "https://api.stacspec.org/v1.0.0-rc.2/collection-search", + "https://api.stacspec.org/v1.0.0-rc.2/collection-search#filter", + "https://api.stacspec.org/v1.0.0-rc.1/collection-search#free-text", + "https://api.stacspec.org/v1.0.0-rc.1/collection-search#sort", + "https://api.stacspec.org/v1.0.0-rc.2/item-search", + "https://api.stacspec.org/v1.0.0-rc.2/item-search#filter", + "http://www.opengis.net/spec/cql2/1.0/conf/cql2-text", + "http://www.opengis.net/spec/cql2/1.0/conf/basic-cql2", + "https://api.stacspec.org/v1.0.0/item-search#sort", + "https://api.stacspec.org/v1.0.0/ogcapi-features#sort" + ], + "title": "FedEO Clearinghouse", + "type": "Catalog" +} \ No newline at end of file diff --git a/tests/helpers.py b/tests/helpers.py index 61d4651f..f727e5c2 100644 --- a/tests/helpers.py +++ b/tests/helpers.py @@ -8,6 +8,7 @@ "PLANETARY-COMPUTER": "https://planetarycomputer.microsoft.com/api/stac/v1", "EARTH-SEARCH": "https://earth-search.aws.element84.com/v1", "MLHUB": "https://api.radiant.earth/mlhub/v1", + "SPACEBEL": "https://emc.spacebel.be", } diff --git a/tests/test_base_search.py b/tests/test_base_search.py new file mode 100644 index 00000000..a531be12 --- /dev/null +++ b/tests/test_base_search.py @@ -0,0 +1,468 @@ +import json +from datetime import datetime +from typing import Any, Dict, Iterator + +import pytest +from dateutil.tz import gettz, tzutc + +from pystac_client import Client +from pystac_client.item_search import BaseSearch + +from .helpers import STAC_URLS, read_data_file + +SEARCH_URL = f"{STAC_URLS['PLANETARY-COMPUTER']}/search" +INTERSECTS_EXAMPLE = { + "type": "Polygon", + "coordinates": [ + [ + [-73.21, 43.99], + [-73.21, 44.05], + [-73.12, 44.05], + [-73.12, 43.99], + [-73.21, 43.99], + ] + ], +} + +ITEM_EXAMPLE: Dict[str, Any] = {"collections": "io-lulc", "ids": "60U-2020"} + + +class TestBaseSearchParams: + @pytest.fixture(scope="function") + def sample_client(self) -> Client: + api_content = read_data_file("planetary-computer-root.json", parse_json=True) + return Client.from_dict(api_content) + + def test_tuple_bbox(self) -> None: + # Tuple input + search = BaseSearch(url=SEARCH_URL, bbox=(-104.5, 44.0, -104.0, 45.0)) + assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) + + def test_list_bbox(self) -> None: + # List input + search = BaseSearch(url=SEARCH_URL, bbox=[-104.5, 44.0, -104.0, 45.0]) + assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) + + def test_string_bbox(self) -> None: + # String Input + search = BaseSearch(url=SEARCH_URL, bbox="-104.5,44.0,-104.0,45.0") + assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) + + def test_generator_bbox(self) -> None: + # Generator Input + def bboxer() -> Iterator[float]: + yield from [-104.5, 44.0, -104.0, 45.0] + + search = BaseSearch(url=SEARCH_URL, bbox=bboxer()) + assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) + + def test_url_with_parameters(self) -> None: + # Single timestamp input + search = BaseSearch( + url=SEARCH_URL, + datetime="2020-02-01T00:00:00Z", + bbox=[-104.5, 44.0, -104.0, 45.0], + ) + assert "bbox=-104.5%2C44.0%2C-104.0%2C45.0" in search.url_with_parameters() + + # Motivating example: https://github.com/stac-utils/pystac-client/issues/299 + search = BaseSearch( + url="https://planetarycomputer.microsoft.com/api/stac/v1/search", + collections=["cop-dem-glo-30"], + bbox=[88.214, 27.927, 88.302, 28.034], + ) + assert ( + search.url_with_parameters() + == "https://planetarycomputer.microsoft.com/api/stac/v1/search?" + "bbox=88.214%2C27.927%2C88.302%2C28.034&collections=cop-dem-glo-30" + ) + + def test_single_string_datetime(self) -> None: + # Single timestamp input + search = BaseSearch(url=SEARCH_URL, datetime="2020-02-01T00:00:00Z") + assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z" + + def test_range_string_datetime(self) -> None: + # Timestamp range input + search = BaseSearch( + url=SEARCH_URL, datetime="2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" + ) + assert ( + search.get_parameters()["datetime"] + == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" + ) + + def test_list_of_strings_datetime(self) -> None: + # Timestamp list input + search = BaseSearch( + url=SEARCH_URL, datetime=["2020-02-01T00:00:00Z", "2020-02-02T00:00:00Z"] + ) + assert ( + search.get_parameters()["datetime"] + == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" + ) + + def test_open_range_string_datetime(self) -> None: + # Open timestamp range input + search = BaseSearch(url=SEARCH_URL, datetime="2020-02-01T00:00:00Z/..") + assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z/.." + + def test_single_datetime_object(self) -> None: + start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) + + # Single datetime input + search = BaseSearch(url=SEARCH_URL, datetime=start) + assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z" + + def test_list_of_datetimes(self) -> None: + start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) + end = datetime(2020, 2, 2, 0, 0, 0, tzinfo=tzutc()) + + # Datetime range input + search = BaseSearch(url=SEARCH_URL, datetime=[start, end]) + assert ( + search.get_parameters()["datetime"] + == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" + ) + + def test_open_list_of_datetimes(self) -> None: + start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) + + # Open datetime range input + search = BaseSearch(url=SEARCH_URL, datetime=(start, None)) + assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z/.." + + def test_localized_datetime_converted_to_utc(self) -> None: + # Localized datetime input (should be converted to UTC) + start_localized = datetime(2020, 2, 1, 0, 0, 0, tzinfo=gettz("US/Eastern")) + search = BaseSearch(url=SEARCH_URL, datetime=start_localized) + assert search.get_parameters()["datetime"] == "2020-02-01T05:00:00Z" + + def test_single_year(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2020") + assert ( + search.get_parameters()["datetime"] + == "2020-01-01T00:00:00Z/2020-12-31T23:59:59Z" + ) + + def test_range_of_years(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2019/2020") + assert ( + search.get_parameters()["datetime"] + == "2019-01-01T00:00:00Z/2020-12-31T23:59:59Z" + ) + + def test_single_month(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2020-06") + assert ( + search.get_parameters()["datetime"] + == "2020-06-01T00:00:00Z/2020-06-30T23:59:59Z" + ) + + def test_range_of_months(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2020-04/2020-06") + assert ( + search.get_parameters()["datetime"] + == "2020-04-01T00:00:00Z/2020-06-30T23:59:59Z" + ) + + def test_single_date(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2020-06-10") + assert ( + search.get_parameters()["datetime"] + == "2020-06-10T00:00:00Z/2020-06-10T23:59:59Z" + ) + + def test_range_of_dates(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2020-06-10/2020-06-20") + assert ( + search.get_parameters()["datetime"] + == "2020-06-10T00:00:00Z/2020-06-20T23:59:59Z" + ) + + def test_mixed_simple_date_strings(self) -> None: + search = BaseSearch(url=SEARCH_URL, datetime="2019/2020-06-10") + assert ( + search.get_parameters()["datetime"] + == "2019-01-01T00:00:00Z/2020-06-10T23:59:59Z" + ) + + def test_time(self) -> None: + search = BaseSearch( + url=SEARCH_URL, datetime="2019-01-01T00:00:00Z/2019-01-01T00:12:00" + ) + assert ( + search.get_parameters()["datetime"] + == "2019-01-01T00:00:00Z/2019-01-01T00:12:00Z" + ) + + def test_many_datetimes(self) -> None: + datetimes = [ + "1985-04-12T23:20:50.52Z", + "1996-12-19T16:39:57-08:00", + "1990-12-31T23:59:60Z", + "1990-12-31T15:59:60-08:00", + "1937-01-01T12:00:27.87+01:00", + "1985-04-12T23:20:50.52Z", + "1937-01-01T12:00:27.8710+01:00", + "1937-01-01T12:00:27.8+01:00", + "1937-01-01T12:00:27.8Z", + "1985-04-12t23:20:50.5202020z", + "2020-07-23T00:00:00Z", + "2020-07-23T00:00:00.0Z", + "2020-07-23T00:00:00.01Z", + "2020-07-23T00:00:00.012Z", + "2020-07-23T00:00:00.0123Z", + "2020-07-23T00:00:00.01234Z", + "2020-07-23T00:00:00.012345Z", + "2020-07-23T00:00:00.000Z", + "2020-07-23T00:00:00.000+03:00", + "2020-07-23T00:00:00+03:00", + "2020-07-23T00:00:00.000+03:00", + "2020-07-23T00:00:00.000z", + "/2023-01-01T00:00:00Z", + "2023-01-01T00:00:00Z/", + ] + for date_time in datetimes: + BaseSearch(url=SEARCH_URL, datetime=date_time) + + def test_three_datetimes(self) -> None: + start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) + middle = datetime(2020, 2, 2, 0, 0, 0, tzinfo=tzutc()) + end = datetime(2020, 2, 3, 0, 0, 0, tzinfo=tzutc()) + + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, datetime=[start, middle, end]) + + def test_double_open_ended_interval(self) -> None: + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, datetime=[None, None]) + + def test_datetime_list_of_one_none(self) -> None: + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, datetime=[None]) + + def test_poorly_formed_datetimes(self) -> None: + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, datetime="2020-7/2020-8") + + def test_single_collection_string(self) -> None: + # Single ID string + search = BaseSearch(url=SEARCH_URL, collections="naip") + assert search.get_parameters()["collections"] == ("naip",) + + def test_multiple_collection_string(self) -> None: + # Comma-separated ID string + search = BaseSearch(url=SEARCH_URL, collections="naip,landsat8_l1tp") + assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") + + def test_list_of_collection_strings(self) -> None: + # List of ID strings + search = BaseSearch(url=SEARCH_URL, collections=["naip", "landsat8_l1tp"]) + assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") + + def test_generator_of_collection_strings(self) -> None: + # Generator of ID strings + def collectioner() -> Iterator[str]: + yield from ["naip", "landsat8_l1tp"] + + search = BaseSearch(url=SEARCH_URL, collections=collectioner()) + assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") + + def test_single_id_string(self) -> None: + # Single ID + search = BaseSearch(url=SEARCH_URL, ids="m_3510836_se_12_060_20180508_20190331") + assert search.get_parameters()["ids"] == ( + "m_3510836_se_12_060_20180508_20190331", + ) + + def test_multiple_id_string(self) -> None: + # Comma-separated ID string + search = BaseSearch( + url=SEARCH_URL, + ids="m_3510836_se_12_060_20180508_20190331,m_3510840_se_12_060_20180504_20190331", + ) + assert search.get_parameters()["ids"] == ( + "m_3510836_se_12_060_20180508_20190331", + "m_3510840_se_12_060_20180504_20190331", + ) + + def test_list_of_id_strings(self) -> None: + # List of IDs + search = BaseSearch( + url=SEARCH_URL, + ids=[ + "m_3510836_se_12_060_20180508_20190331", + "m_3510840_se_12_060_20180504_20190331", + ], + ) + assert search.get_parameters()["ids"] == ( + "m_3510836_se_12_060_20180508_20190331", + "m_3510840_se_12_060_20180504_20190331", + ) + + def test_generator_of_id_string(self) -> None: + # Generator of IDs + def ids() -> Iterator[str]: + yield from [ + "m_3510836_se_12_060_20180508_20190331", + "m_3510840_se_12_060_20180504_20190331", + ] + + search = BaseSearch(url=SEARCH_URL, ids=ids()) + assert search.get_parameters()["ids"] == ( + "m_3510836_se_12_060_20180508_20190331", + "m_3510840_se_12_060_20180504_20190331", + ) + + def test_intersects_dict(self) -> None: + # Dict input + search = BaseSearch(url=SEARCH_URL, intersects=INTERSECTS_EXAMPLE) + assert search.get_parameters()["intersects"] == INTERSECTS_EXAMPLE + + def test_intersects_json_string(self) -> None: + # JSON string input + search = BaseSearch(url=SEARCH_URL, intersects=json.dumps(INTERSECTS_EXAMPLE)) + assert search.get_parameters()["intersects"] == INTERSECTS_EXAMPLE + + def test_intersects_non_geo_interface_object(self) -> None: + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, intersects=object()) # type: ignore + + def test_filter_lang_default_for_dict(self) -> None: + search = BaseSearch(url=SEARCH_URL, filter={}) + assert search.get_parameters()["filter-lang"] == "cql2-json" + + def test_filter_lang_default_for_str(self) -> None: + search = BaseSearch(url=SEARCH_URL, filter="") + assert search.get_parameters()["filter-lang"] == "cql2-text" + + def test_filter_lang_cql2_text(self) -> None: + # Use specified filter_lang + search = BaseSearch(url=SEARCH_URL, filter_lang="cql2-text", filter={}) + assert search.get_parameters()["filter-lang"] == "cql2-text" + + def test_filter_lang_cql2_json(self) -> None: + # Use specified filter_lang + search = BaseSearch(url=SEARCH_URL, filter_lang="cql2-json", filter="") + assert search.get_parameters()["filter-lang"] == "cql2-json" + + def test_filter_lang_without_filter(self) -> None: + # No filter provided + search = BaseSearch(url=SEARCH_URL) + assert "filter-lang" not in search.get_parameters() + + def test_sortby(self) -> None: + search = BaseSearch(url=SEARCH_URL, sortby="properties.datetime") + assert search.get_parameters()["sortby"] == [ + {"direction": "asc", "field": "properties.datetime"} + ] + + search = BaseSearch(url=SEARCH_URL, sortby="+properties.datetime") + assert search.get_parameters()["sortby"] == [ + {"direction": "asc", "field": "properties.datetime"} + ] + + search = BaseSearch(url=SEARCH_URL, sortby="-properties.datetime") + assert search.get_parameters()["sortby"] == [ + {"direction": "desc", "field": "properties.datetime"} + ] + + search = BaseSearch( + url=SEARCH_URL, sortby="-properties.datetime,+id,collection" + ) + assert search.get_parameters()["sortby"] == [ + {"direction": "desc", "field": "properties.datetime"}, + {"direction": "asc", "field": "id"}, + {"direction": "asc", "field": "collection"}, + ] + + search = BaseSearch( + url=SEARCH_URL, + sortby=[ + {"direction": "desc", "field": "properties.datetime"}, + {"direction": "asc", "field": "id"}, + {"direction": "asc", "field": "collection"}, + ], + ) + assert search.get_parameters()["sortby"] == [ + {"direction": "desc", "field": "properties.datetime"}, + {"direction": "asc", "field": "id"}, + {"direction": "asc", "field": "collection"}, + ] + + search = BaseSearch( + url=SEARCH_URL, sortby=["-properties.datetime", "id", "collection"] + ) + assert search.get_parameters()["sortby"] == [ + {"direction": "desc", "field": "properties.datetime"}, + {"direction": "asc", "field": "id"}, + {"direction": "asc", "field": "collection"}, + ] + + search = BaseSearch( + url=SEARCH_URL, + method="GET", + sortby=["-properties.datetime", "id", "collection"], + ) + assert ( + search.get_parameters()["sortby"] == "-properties.datetime,+id,+collection" + ) + + search = BaseSearch( + url=SEARCH_URL, method="GET", sortby="-properties.datetime,id,collection" + ) + assert ( + search.get_parameters()["sortby"] == "-properties.datetime,+id,+collection" + ) + + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, sortby=1) # type: ignore + + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, sortby=[1]) # type: ignore + + def test_fields(self) -> None: + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, fields=1) # type: ignore + + with pytest.raises(Exception): + BaseSearch(url=SEARCH_URL, fields=[1]) # type: ignore + + search = BaseSearch(url=SEARCH_URL, fields="id,collection,+foo,-bar") + assert search.get_parameters()["fields"] == { + "exclude": ["bar"], + "include": ["id", "collection", "foo"], + } + + search = BaseSearch(url=SEARCH_URL, fields=["id", "collection", "+foo", "-bar"]) + assert search.get_parameters()["fields"] == { + "exclude": ["bar"], + "include": ["id", "collection", "foo"], + } + + search = BaseSearch( + url=SEARCH_URL, + fields={"exclude": ["bar"], "include": ["id", "collection"]}, + ) + assert search.get_parameters()["fields"] == { + "exclude": ["bar"], + "include": ["id", "collection"], + } + + search = BaseSearch( + url=SEARCH_URL, method="GET", fields="id,collection,+foo,-bar" + ) + assert search.get_parameters()["fields"] == "+id,+collection,+foo,-bar" + + search = BaseSearch( + url=SEARCH_URL, method="GET", fields=["id", "collection", "+foo", "-bar"] + ) + assert search.get_parameters()["fields"] == "+id,+collection,+foo,-bar" + + search = BaseSearch( + url=SEARCH_URL, + method="GET", + fields={"exclude": ["bar"], "include": ["id", "collection"]}, + ) + assert search.get_parameters()["fields"] == "+id,+collection,-bar" diff --git a/tests/test_cli.py b/tests/test_cli.py index 6e6fb166..e1b76f50 100644 --- a/tests/test_cli.py +++ b/tests/test_cli.py @@ -265,6 +265,23 @@ def test_collections(self, script_runner: ScriptRunner) -> None: assert result.success assert result.stdout.startswith('[{"type": "Collection"') + @pytest.mark.vcr + def test_collection_search(self, script_runner: ScriptRunner) -> None: + args = [ + "stac-client", + "collections", + STAC_URLS["EARTH-SEARCH"], + "--q", + "sentinel", + ] + with pytest.warns(UserWarning, match="COLLECTION_SEARCH"): + result = script_runner.run(args, print_result=False) + + assert result.success + + collections = json.loads(result.stdout) + assert len(collections) == 5 + @pytest.mark.vcr def test_save(self, script_runner: ScriptRunner) -> None: with tempfile.NamedTemporaryFile() as fp: diff --git a/tests/test_client.py b/tests/test_client.py index 1aa51662..1df0be4e 100644 --- a/tests/test_client.py +++ b/tests/test_client.py @@ -504,6 +504,45 @@ def test_search_max_items_unlimited_default(self, api: Client) -> None: assert len(items) > 100 +class TestAPICollectionSearch: + @pytest.fixture(scope="function") + def api(self) -> Client: + return Client.from_file(str(TEST_DATA / "fedeo_clearinghouse.json")) + + def test_search_conformance_error(self, api: Client) -> None: + # Remove collection search conformance + api.remove_conforms_to("COLLECTION_SEARCH") + api.remove_conforms_to("COLLECTIONS") + + with strict(): + with pytest.raises(DoesNotConformTo, match="COLLECTION_SEARCH"): + api.collection_search(limit=10, max_collections=10, q="test") + + def test_search_conformance_warning(self) -> None: + api = Client.from_file(str(TEST_DATA / "planetary-computer-root.json")) + + # Remove collection search conformance just in case... + api.remove_conforms_to("COLLECTION_SEARCH") + + with strict(): + with pytest.warns(UserWarning, match="COLLECTION_SEARCH"): + api.collection_search(limit=10, max_collections=10, q="test") + + @pytest.mark.vcr + def test_search(self, api: Client) -> None: + results = api.collection_search( + bbox=[-73.21, 43.99, -73.12, 44.05], + limit=10, + datetime=[datetime(2020, 1, 1, 0, 0, 0, tzinfo=tzutc()), None], + ) + + assert results._parameters == { + "bbox": (-73.21, 43.99, -73.12, 44.05), + "limit": 10, + "datetime": "2020-01-01T00:00:00Z/..", + } + + class MySign: def __init__(self) -> None: self.call_count = 0 diff --git a/tests/test_collection_search.py b/tests/test_collection_search.py new file mode 100644 index 00000000..150b9602 --- /dev/null +++ b/tests/test_collection_search.py @@ -0,0 +1,389 @@ +from datetime import datetime +from math import ceil +from typing import Any, Dict + +import pystac +import pytest +import requests +from dateutil.tz import tzutc +from pytest_benchmark.fixture import BenchmarkFixture + +from pystac_client.client import Client +from pystac_client.collection_search import ( + CollectionSearch, + bboxes_overlap, + temporal_intervals_overlap, +) + +from .helpers import STAC_URLS, read_data_file + +COLLECTION_SEARCH_URL = f"{STAC_URLS['SPACEBEL']}/collections" + +COLLECTION_EXAMPLE: Dict[str, Any] = { + "id": "F-TCC", + "q": '"cloudless mosaics"', + "datetime": "2021-09-15T00:00:00Z", +} + + +class TestCollectionPerformance: + @pytest.fixture(scope="function") + def single_href(self) -> str: + collection_href = COLLECTION_SEARCH_URL + f"/{COLLECTION_EXAMPLE['id']}" + return collection_href + + def test_requests(self, benchmark: BenchmarkFixture, single_href: str) -> None: + response = benchmark(requests.get, single_href) + assert response.status_code == 200 + + assert response.json()["id"] == COLLECTION_EXAMPLE["id"] + + def test_single_collection( + self, benchmark: BenchmarkFixture, single_href: str + ) -> None: + collection = benchmark(pystac.Collection.from_file, single_href) + + assert collection.id == COLLECTION_EXAMPLE["id"] + + def test_single_collection_search( + self, benchmark: BenchmarkFixture, single_href: str + ) -> None: + search = CollectionSearch(url=COLLECTION_SEARCH_URL, **COLLECTION_EXAMPLE) + + collection_list = benchmark(search.collection_list()) + + assert len(collection_list) == 1 + assert collection_list[0].id == COLLECTION_EXAMPLE["id"] + + +class TestCollectionSearch: + @pytest.fixture(scope="function") + def fedeo_api(self) -> Client: + api_content = read_data_file("fedeo_clearinghouse.json", parse_json=True) + return Client.from_dict(api_content) + + def test_method(self) -> None: + # Default method should be POST... + search = CollectionSearch(url=COLLECTION_SEARCH_URL) + assert search.method == "GET" + + def test_method_params(self) -> None: + params_in: Dict[str, Any] = { + "bbox": (-72, 41, -71, 42), + "datetime": "2021-01-01T00:00:00Z/2021-12-31T23:59:59Z", + "q": "vegetation AND biomass", + } + # For POST this is pass through + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + **params_in, + ) + params = search.get_parameters() + assert params == search.get_parameters() + + # For GET requests, parameters are in query string and must be serialized + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + **params_in, + ) + params = search.get_parameters() + assert search.method == "GET" + assert all(key in params for key in params_in) + assert all(isinstance(params[key], str) for key in params_in) + + @pytest.mark.vcr + def test_q_results(self) -> None: + search_string = "monthly cloudless mosaics" + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + q=f'"{search_string}"', + max_collections=20, + limit=10, + ) + results = search.collection_list() + + assert all(isinstance(collection, pystac.Collection) for collection in results) + assert all(search_string in collection.description for collection in results) + + assert search.matched() == 1 + + @pytest.mark.vcr + def test_datetime_results(self) -> None: + min_datetime = datetime(2024, 1, 1, 0, 0, 1, tzinfo=tzutc()) + max_datetime = datetime(2024, 1, 1, 0, 0, 10, tzinfo=tzutc()) + datetime_ = "/".join( + ts.isoformat().replace("+00:00", "Z") for ts in [min_datetime, max_datetime] + ) + + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + datetime=datetime_, + max_collections=20, + ) + + for collection in search.collections(): + for temporal_intervals in collection.extent.temporal.intervals: + assert temporal_intervals_overlap( + (temporal_intervals[0], temporal_intervals[1]), + (min_datetime, max_datetime), + ) + + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + datetime=(min_datetime, max_datetime), + max_collections=20, + ) + + new_results = search.collections() + for collection in new_results: + for temporal_intervals in collection.extent.temporal.intervals: + assert temporal_intervals_overlap( + (temporal_intervals[0], temporal_intervals[1]), + (min_datetime, max_datetime), + ) + + @pytest.mark.vcr + def test_bbox_results(self) -> None: + bbox = (-159.893, 21.843, -159.176, 22.266) + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + bbox=bbox, + limit=10, + max_collections=10, + ) + + for collection in search.collections(): + for _bbox in collection.extent.spatial.bboxes: + assert bboxes_overlap(bbox, tuple(float(coord) for coord in _bbox)) + + @pytest.mark.vcr + def test_result_paging(self) -> None: + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + q="sentinel", + limit=10, + max_collections=20, + ) + + # Check that the current page changes on the ItemSearch instance when a new page + # is requested + pages = list(search.pages()) + + assert pages[0] != pages[1] + + @pytest.mark.vcr + def test_matched(self) -> None: + q = "sentinel" + search = CollectionSearch( + url=f"{STAC_URLS['EARTH-SEARCH']}/collections", + collection_search_extension_enabled=False, + collection_search_free_text_enabled=False, + q=q, + limit=4, + ) + + assert search.matched() == 5 + + @pytest.mark.vcr + def test_enabled_but_client_side_q(self) -> None: + q = "sentinel" + limit = 5 + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=False, + limit=limit, + max_collections=limit, + q=q, + ) + + collection_list = search.collection_list() + assert len(collection_list) <= limit + collection_list_dict = search.collection_list_as_dict() + assert len(collection_list_dict["collections"]) == len(collection_list) + + for collection in search.collections(): + text_fields = [] + if collection.description: + text_fields.append(collection.description) + if collection.title: + text_fields.append(collection.title) + if collection.keywords: + text_fields.extend(collection.keywords) + + assert any( + q in text_field.lower() for text_field in text_fields + ), f"{collection.id} failed check" + + @pytest.mark.vcr + def test_client_side_q(self) -> None: + q = "sentinel" + limit = 10 + search = CollectionSearch( + url=f"{STAC_URLS['EARTH-SEARCH']}/collections", + collection_search_extension_enabled=False, + collection_search_free_text_enabled=False, + limit=limit, + max_collections=limit, + q=q, + ) + + collection_list = search.collection_list() + assert len(collection_list) <= limit + + for collection in search.collections(): + text_fields = [] + if collection.description: + text_fields.append(collection.description) + if collection.title: + text_fields.append(collection.title) + if collection.keywords: + text_fields.extend(collection.keywords) + + assert any( + q in text_field.lower() for text_field in text_fields + ), f"{collection.id} failed check" + + @pytest.mark.vcr + def test_client_side_bbox(self) -> None: + bbox = (60, 0, 70, 10) + limit = 10 + search = CollectionSearch( + url=f"{STAC_URLS['EARTH-SEARCH']}/collections", + collection_search_extension_enabled=False, + collection_search_free_text_enabled=False, + limit=limit, + max_collections=limit, + bbox=bbox, + ) + + collection_list = search.collection_list() + assert len(collection_list) <= limit + + for collection in search.collections(): + assert any( + bboxes_overlap(bbox, tuple(float(coord) for coord in collection_bbox)) + for collection_bbox in collection.extent.spatial.bboxes + ), f"{collection.id} failed check" + + @pytest.mark.vcr + def test_client_side_datetime(self) -> None: + _datetime_interval = ("2024-09-15T00:00:00+00:00", "2024-09-16T00:00:00+00:00") + limit = 10 + search = CollectionSearch( + url=f"{STAC_URLS['EARTH-SEARCH']}/collections", + collection_search_extension_enabled=False, + collection_search_free_text_enabled=False, + limit=limit, + max_collections=limit, + datetime="/".join(_datetime_interval), + ) + + collection_list = search.collection_list() + assert len(collection_list) <= limit + + temporal_interval = ( + datetime.fromisoformat(_datetime_interval[0]), + datetime.fromisoformat(_datetime_interval[1]), + ) + for collection in search.collections(): + assert any( + temporal_intervals_overlap( + temporal_interval, + (collection_temporal_interval[0], collection_temporal_interval[1]), + ) + for collection_temporal_interval in collection.extent.temporal.intervals + ), f"{collection.id} failed check" + + def test_client_side_extra_args(self) -> None: + with pytest.raises(ValueError): + CollectionSearch( + url=f"{STAC_URLS['EARTH-SEARCH']}/collections", + collection_search_extension_enabled=False, + collection_search_free_text_enabled=False, + filter="title LIKE '%nope%'", + ) + + @pytest.mark.vcr + def test_result_paging_max_collections(self) -> None: + max_collections = 15 + limit = 10 + search = CollectionSearch( + url=COLLECTION_SEARCH_URL, + collection_search_extension_enabled=True, + collection_search_free_text_enabled=True, + bbox=(-92.379, 46.662, -91.788, 46.919), + limit=limit, + max_collections=max_collections, + ) + num_pages = 0 + collections = list() + for page in search.pages_as_dicts(): + num_pages += 1 + collections.extend(page["collections"]) + assert num_pages == ceil(max_collections / limit) + assert len(collections) == max_collections + + +def test_bboxes_overlap() -> None: + assert bboxes_overlap( + (0, 0, 2, 2), + (1, 1, 3, 3), + ) + + assert not bboxes_overlap( + (0, 0, 2, 2), + (3, 3, 4, 4), + ) + + +def test_temporal_intervals_overlap() -> None: + assert temporal_intervals_overlap( + (datetime(2024, 9, 1, tzinfo=tzutc()), datetime(2024, 9, 2, tzinfo=tzutc())), + ( + datetime(2024, 9, 1, 12, tzinfo=tzutc()), + datetime(2024, 9, 2, 12, tzinfo=tzutc()), + ), + ) + assert temporal_intervals_overlap( + (datetime(2024, 9, 1, tzinfo=tzutc()), None), + ( + datetime(2024, 9, 1, 12, tzinfo=tzutc()), + datetime(2024, 9, 2, 12, tzinfo=tzutc()), + ), + ) + assert temporal_intervals_overlap( + (None, None), + ( + datetime(2024, 9, 1, 12, tzinfo=tzutc()), + datetime(2024, 9, 2, 12, tzinfo=tzutc()), + ), + ) + assert not temporal_intervals_overlap( + (datetime(2023, 9, 1, tzinfo=tzutc()), datetime(2023, 9, 2, tzinfo=tzutc())), + ( + datetime(2024, 9, 1, 12, tzinfo=tzutc()), + datetime(2024, 9, 2, 12, tzinfo=tzutc()), + ), + ) + assert not temporal_intervals_overlap( + (datetime(2023, 9, 1, tzinfo=tzutc()), datetime(2023, 9, 2, tzinfo=tzutc())), + ( + datetime(2024, 9, 1, 12, tzinfo=tzutc()), + None, + ), + ) diff --git a/tests/test_free_text.py b/tests/test_free_text.py new file mode 100644 index 00000000..a09929e4 --- /dev/null +++ b/tests/test_free_text.py @@ -0,0 +1,108 @@ +from pystac_client.free_text import ( + sqlite_text_search, +) + + +def test_sqlite_single_term() -> None: + query = "sentinel" + assert sqlite_text_search(query, {"description": "The sentinel node was true"}) + assert not sqlite_text_search(query, {"description": "No match here"}) + + +def test_sqlite_special_characters() -> None: + query = "sentinel-2" + assert sqlite_text_search(query, {"description": "The sentinel-2 node was true"}) + assert not sqlite_text_search(query, {"description": "No, just sentinel-1 here"}) + + query = "sentinel+2" + assert sqlite_text_search(query, {"description": "The sentinel+2 node was true"}) + assert not sqlite_text_search(query, {"description": "No, just sentinel+1 here"}) + + query = "sentinel@2" + assert sqlite_text_search(query, {"description": "The sentinel@2 node was true"}) + assert not sqlite_text_search(query, {"description": "No, just sentinel@1 here"}) + + +def test_sqlite_exact_phrase() -> None: + query = '"climate model"' + assert sqlite_text_search(query, {"description": "The climate model is impressive"}) + assert not sqlite_text_search( + query, {"description": "This model is for climate modeling"} + ) + + # an exact phrase with a comma inside + query = '"models, etc"' + assert sqlite_text_search( + query, {"description": "Produced with equations, and models, etc."} + ) + assert not sqlite_text_search(query, {"description": "Produced with models"}) + + +def test_sqlite_and_terms_default() -> None: + query = "climate model" + assert sqlite_text_search( + query, + { + "description": "Climate change is a significant challenge", + "keywords": "model, prediction", + }, + ) + assert sqlite_text_search( + query, {"description": "The model was developed using climate observation data"} + ) + assert not sqlite_text_search(query, {"description": "This is an advanced model"}) + assert not sqlite_text_search(query, {"description": "No relevant terms here"}) + + +def test_sqlite_or_terms_explicit() -> None: + query = "climate OR model" + assert sqlite_text_search(query, {"description": "Climate discussion"}) + assert sqlite_text_search(query, {"description": "FPGA model creation"}) + assert not sqlite_text_search(query, {"description": "No matching term here"}) + + +def test_sqlite_or_terms_commas() -> None: + query = "climate,model" + assert sqlite_text_search(query, {"description": "Climate change is here"}) + assert sqlite_text_search(query, {"description": "They built a model train"}) + assert sqlite_text_search(query, {"description": "It's a climate model!"}) + assert not sqlite_text_search( + query, {"description": "It's a mathematical equation"} + ) + + +def test_sqlite_and_terms() -> None: + query = "climate AND model" + assert sqlite_text_search(query, {"description": "The climate model is impressive"}) + assert not sqlite_text_search( + query, {"description": "This climate change discussion"} + ) + assert not sqlite_text_search(query, {"description": "Advanced model system"}) + + +def test_sqlite_parentheses_grouping() -> None: + query = "(quick OR brown) AND fox" + assert sqlite_text_search(query, {"description": "The quick brown fox"}) + assert sqlite_text_search(query, {"description": "A quick fox jumps"}) + assert sqlite_text_search(query, {"description": "brown bear and a fox"}) + assert not sqlite_text_search(query, {"description": "The fox is clever"}) + + query = "(quick AND brown) OR (fast AND red)" + assert sqlite_text_search(query, {"description": "quick brown fox"}) + assert sqlite_text_search(query, {"description": "fast red car"}) + assert not sqlite_text_search(query, {"description": "quick red car"}) + + +def test_sqlite_inclusions_exclusions() -> None: + query = "quick +brown -fox" + assert sqlite_text_search(query, {"description": "The quick brown bear"}) + assert not sqlite_text_search(query, {"description": "The quick fox"}) + assert not sqlite_text_search(query, {"description": "The quickest"}) + assert sqlite_text_search(query, {"description": "A quick light brown jumper"}) + + +def test_sqlite_partial_match() -> None: + query = "climat" + assert not sqlite_text_search(query, {"description": "climatology"}) + assert not sqlite_text_search(query, {"description": "climate"}) + assert not sqlite_text_search(query, {"description": "climbing"}) diff --git a/tests/test_item_search.py b/tests/test_item_search.py index ca7704d2..bdb1fd1a 100644 --- a/tests/test_item_search.py +++ b/tests/test_item_search.py @@ -1,13 +1,12 @@ -import json import operator import urllib.parse from datetime import datetime, timedelta -from typing import Any, Dict, Iterator +from typing import Any, Dict import pystac import pytest import requests -from dateutil.tz import gettz, tzutc +from dateutil.tz import tzutc from pytest_benchmark.fixture import BenchmarkFixture from requests_mock import Mocker @@ -64,447 +63,6 @@ def test_single_item_search( assert item_collection.items[0].id == ITEM_EXAMPLE["ids"] -class TestItemSearchParams: - @pytest.fixture(scope="function") - def sample_client(self) -> Client: - api_content = read_data_file("planetary-computer-root.json", parse_json=True) - return Client.from_dict(api_content) - - def test_tuple_bbox(self) -> None: - # Tuple input - search = ItemSearch(url=SEARCH_URL, bbox=(-104.5, 44.0, -104.0, 45.0)) - assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) - - def test_list_bbox(self) -> None: - # List input - search = ItemSearch(url=SEARCH_URL, bbox=[-104.5, 44.0, -104.0, 45.0]) - assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) - - def test_string_bbox(self) -> None: - # String Input - search = ItemSearch(url=SEARCH_URL, bbox="-104.5,44.0,-104.0,45.0") - assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) - - def test_generator_bbox(self) -> None: - # Generator Input - def bboxer() -> Iterator[float]: - yield from [-104.5, 44.0, -104.0, 45.0] - - search = ItemSearch(url=SEARCH_URL, bbox=bboxer()) - assert search.get_parameters()["bbox"] == (-104.5, 44.0, -104.0, 45.0) - - def test_url_with_parameters(self) -> None: - # Single timestamp input - search = ItemSearch( - url=SEARCH_URL, - datetime="2020-02-01T00:00:00Z", - bbox=[-104.5, 44.0, -104.0, 45.0], - ) - assert "bbox=-104.5%2C44.0%2C-104.0%2C45.0" in search.url_with_parameters() - - # Motivating example: https://github.com/stac-utils/pystac-client/issues/299 - search = ItemSearch( - url="https://planetarycomputer.microsoft.com/api/stac/v1/search", - collections=["cop-dem-glo-30"], - bbox=[88.214, 27.927, 88.302, 28.034], - ) - assert ( - search.url_with_parameters() - == "https://planetarycomputer.microsoft.com/api/stac/v1/search?" - "bbox=88.214%2C27.927%2C88.302%2C28.034&collections=cop-dem-glo-30" - ) - - def test_single_string_datetime(self) -> None: - # Single timestamp input - search = ItemSearch(url=SEARCH_URL, datetime="2020-02-01T00:00:00Z") - assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z" - - def test_range_string_datetime(self) -> None: - # Timestamp range input - search = ItemSearch( - url=SEARCH_URL, datetime="2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" - ) - assert ( - search.get_parameters()["datetime"] - == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" - ) - - def test_list_of_strings_datetime(self) -> None: - # Timestamp list input - search = ItemSearch( - url=SEARCH_URL, datetime=["2020-02-01T00:00:00Z", "2020-02-02T00:00:00Z"] - ) - assert ( - search.get_parameters()["datetime"] - == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" - ) - - def test_open_range_string_datetime(self) -> None: - # Open timestamp range input - search = ItemSearch(url=SEARCH_URL, datetime="2020-02-01T00:00:00Z/..") - assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z/.." - - def test_single_datetime_object(self) -> None: - start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) - - # Single datetime input - search = ItemSearch(url=SEARCH_URL, datetime=start) - assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z" - - def test_list_of_datetimes(self) -> None: - start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) - end = datetime(2020, 2, 2, 0, 0, 0, tzinfo=tzutc()) - - # Datetime range input - search = ItemSearch(url=SEARCH_URL, datetime=[start, end]) - assert ( - search.get_parameters()["datetime"] - == "2020-02-01T00:00:00Z/2020-02-02T00:00:00Z" - ) - - def test_open_list_of_datetimes(self) -> None: - start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) - - # Open datetime range input - search = ItemSearch(url=SEARCH_URL, datetime=(start, None)) - assert search.get_parameters()["datetime"] == "2020-02-01T00:00:00Z/.." - - def test_localized_datetime_converted_to_utc(self) -> None: - # Localized datetime input (should be converted to UTC) - start_localized = datetime(2020, 2, 1, 0, 0, 0, tzinfo=gettz("US/Eastern")) - search = ItemSearch(url=SEARCH_URL, datetime=start_localized) - assert search.get_parameters()["datetime"] == "2020-02-01T05:00:00Z" - - def test_single_year(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2020") - assert ( - search.get_parameters()["datetime"] - == "2020-01-01T00:00:00Z/2020-12-31T23:59:59Z" - ) - - def test_range_of_years(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2019/2020") - assert ( - search.get_parameters()["datetime"] - == "2019-01-01T00:00:00Z/2020-12-31T23:59:59Z" - ) - - def test_single_month(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2020-06") - assert ( - search.get_parameters()["datetime"] - == "2020-06-01T00:00:00Z/2020-06-30T23:59:59Z" - ) - - def test_range_of_months(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2020-04/2020-06") - assert ( - search.get_parameters()["datetime"] - == "2020-04-01T00:00:00Z/2020-06-30T23:59:59Z" - ) - - def test_single_date(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2020-06-10") - assert ( - search.get_parameters()["datetime"] - == "2020-06-10T00:00:00Z/2020-06-10T23:59:59Z" - ) - - def test_range_of_dates(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2020-06-10/2020-06-20") - assert ( - search.get_parameters()["datetime"] - == "2020-06-10T00:00:00Z/2020-06-20T23:59:59Z" - ) - - def test_mixed_simple_date_strings(self) -> None: - search = ItemSearch(url=SEARCH_URL, datetime="2019/2020-06-10") - assert ( - search.get_parameters()["datetime"] - == "2019-01-01T00:00:00Z/2020-06-10T23:59:59Z" - ) - - def test_time(self) -> None: - search = ItemSearch( - url=SEARCH_URL, datetime="2019-01-01T00:00:00Z/2019-01-01T00:12:00" - ) - assert ( - search.get_parameters()["datetime"] - == "2019-01-01T00:00:00Z/2019-01-01T00:12:00Z" - ) - - def test_many_datetimes(self) -> None: - datetimes = [ - "1985-04-12T23:20:50.52Z", - "1996-12-19T16:39:57-08:00", - "1990-12-31T23:59:60Z", - "1990-12-31T15:59:60-08:00", - "1937-01-01T12:00:27.87+01:00", - "1985-04-12T23:20:50.52Z", - "1937-01-01T12:00:27.8710+01:00", - "1937-01-01T12:00:27.8+01:00", - "1937-01-01T12:00:27.8Z", - "1985-04-12t23:20:50.5202020z", - "2020-07-23T00:00:00Z", - "2020-07-23T00:00:00.0Z", - "2020-07-23T00:00:00.01Z", - "2020-07-23T00:00:00.012Z", - "2020-07-23T00:00:00.0123Z", - "2020-07-23T00:00:00.01234Z", - "2020-07-23T00:00:00.012345Z", - "2020-07-23T00:00:00.000Z", - "2020-07-23T00:00:00.000+03:00", - "2020-07-23T00:00:00+03:00", - "2020-07-23T00:00:00.000+03:00", - "2020-07-23T00:00:00.000z", - "/2023-01-01T00:00:00Z", - "2023-01-01T00:00:00Z/", - ] - for date_time in datetimes: - ItemSearch(url=SEARCH_URL, datetime=date_time) - - def test_three_datetimes(self) -> None: - start = datetime(2020, 2, 1, 0, 0, 0, tzinfo=tzutc()) - middle = datetime(2020, 2, 2, 0, 0, 0, tzinfo=tzutc()) - end = datetime(2020, 2, 3, 0, 0, 0, tzinfo=tzutc()) - - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, datetime=[start, middle, end]) - - def test_double_open_ended_interval(self) -> None: - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, datetime=[None, None]) - - def test_datetime_list_of_one_none(self) -> None: - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, datetime=[None]) - - def test_poorly_formed_datetimes(self) -> None: - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, datetime="2020-7/2020-8") - - def test_single_collection_string(self) -> None: - # Single ID string - search = ItemSearch(url=SEARCH_URL, collections="naip") - assert search.get_parameters()["collections"] == ("naip",) - - def test_multiple_collection_string(self) -> None: - # Comma-separated ID string - search = ItemSearch(url=SEARCH_URL, collections="naip,landsat8_l1tp") - assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") - - def test_list_of_collection_strings(self) -> None: - # List of ID strings - search = ItemSearch(url=SEARCH_URL, collections=["naip", "landsat8_l1tp"]) - assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") - - def test_generator_of_collection_strings(self) -> None: - # Generator of ID strings - def collectioner() -> Iterator[str]: - yield from ["naip", "landsat8_l1tp"] - - search = ItemSearch(url=SEARCH_URL, collections=collectioner()) - assert search.get_parameters()["collections"] == ("naip", "landsat8_l1tp") - - def test_single_id_string(self) -> None: - # Single ID - search = ItemSearch(url=SEARCH_URL, ids="m_3510836_se_12_060_20180508_20190331") - assert search.get_parameters()["ids"] == ( - "m_3510836_se_12_060_20180508_20190331", - ) - - def test_multiple_id_string(self) -> None: - # Comma-separated ID string - search = ItemSearch( - url=SEARCH_URL, - ids="m_3510836_se_12_060_20180508_20190331,m_3510840_se_12_060_20180504_20190331", - ) - assert search.get_parameters()["ids"] == ( - "m_3510836_se_12_060_20180508_20190331", - "m_3510840_se_12_060_20180504_20190331", - ) - - def test_list_of_id_strings(self) -> None: - # List of IDs - search = ItemSearch( - url=SEARCH_URL, - ids=[ - "m_3510836_se_12_060_20180508_20190331", - "m_3510840_se_12_060_20180504_20190331", - ], - ) - assert search.get_parameters()["ids"] == ( - "m_3510836_se_12_060_20180508_20190331", - "m_3510840_se_12_060_20180504_20190331", - ) - - def test_generator_of_id_string(self) -> None: - # Generator of IDs - def ids() -> Iterator[str]: - yield from [ - "m_3510836_se_12_060_20180508_20190331", - "m_3510840_se_12_060_20180504_20190331", - ] - - search = ItemSearch(url=SEARCH_URL, ids=ids()) - assert search.get_parameters()["ids"] == ( - "m_3510836_se_12_060_20180508_20190331", - "m_3510840_se_12_060_20180504_20190331", - ) - - def test_intersects_dict(self) -> None: - # Dict input - search = ItemSearch(url=SEARCH_URL, intersects=INTERSECTS_EXAMPLE) - assert search.get_parameters()["intersects"] == INTERSECTS_EXAMPLE - - def test_intersects_json_string(self) -> None: - # JSON string input - search = ItemSearch(url=SEARCH_URL, intersects=json.dumps(INTERSECTS_EXAMPLE)) - assert search.get_parameters()["intersects"] == INTERSECTS_EXAMPLE - - def test_intersects_non_geo_interface_object(self) -> None: - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, intersects=object()) # type: ignore - - def test_filter_lang_default_for_dict(self) -> None: - search = ItemSearch(url=SEARCH_URL, filter={}) - assert search.get_parameters()["filter-lang"] == "cql2-json" - - def test_filter_lang_default_for_str(self) -> None: - search = ItemSearch(url=SEARCH_URL, filter="") - assert search.get_parameters()["filter-lang"] == "cql2-text" - - def test_filter_lang_cql2_text(self) -> None: - # Use specified filter_lang - search = ItemSearch(url=SEARCH_URL, filter_lang="cql2-text", filter={}) - assert search.get_parameters()["filter-lang"] == "cql2-text" - - def test_filter_lang_cql2_json(self) -> None: - # Use specified filter_lang - search = ItemSearch(url=SEARCH_URL, filter_lang="cql2-json", filter="") - assert search.get_parameters()["filter-lang"] == "cql2-json" - - def test_filter_lang_without_filter(self) -> None: - # No filter provided - search = ItemSearch(url=SEARCH_URL) - assert "filter-lang" not in search.get_parameters() - - def test_sortby(self) -> None: - search = ItemSearch(url=SEARCH_URL, sortby="properties.datetime") - assert search.get_parameters()["sortby"] == [ - {"direction": "asc", "field": "properties.datetime"} - ] - - search = ItemSearch(url=SEARCH_URL, sortby="+properties.datetime") - assert search.get_parameters()["sortby"] == [ - {"direction": "asc", "field": "properties.datetime"} - ] - - search = ItemSearch(url=SEARCH_URL, sortby="-properties.datetime") - assert search.get_parameters()["sortby"] == [ - {"direction": "desc", "field": "properties.datetime"} - ] - - search = ItemSearch( - url=SEARCH_URL, sortby="-properties.datetime,+id,collection" - ) - assert search.get_parameters()["sortby"] == [ - {"direction": "desc", "field": "properties.datetime"}, - {"direction": "asc", "field": "id"}, - {"direction": "asc", "field": "collection"}, - ] - - search = ItemSearch( - url=SEARCH_URL, - sortby=[ - {"direction": "desc", "field": "properties.datetime"}, - {"direction": "asc", "field": "id"}, - {"direction": "asc", "field": "collection"}, - ], - ) - assert search.get_parameters()["sortby"] == [ - {"direction": "desc", "field": "properties.datetime"}, - {"direction": "asc", "field": "id"}, - {"direction": "asc", "field": "collection"}, - ] - - search = ItemSearch( - url=SEARCH_URL, sortby=["-properties.datetime", "id", "collection"] - ) - assert search.get_parameters()["sortby"] == [ - {"direction": "desc", "field": "properties.datetime"}, - {"direction": "asc", "field": "id"}, - {"direction": "asc", "field": "collection"}, - ] - - search = ItemSearch( - url=SEARCH_URL, - method="GET", - sortby=["-properties.datetime", "id", "collection"], - ) - assert ( - search.get_parameters()["sortby"] == "-properties.datetime,+id,+collection" - ) - - search = ItemSearch( - url=SEARCH_URL, method="GET", sortby="-properties.datetime,id,collection" - ) - assert ( - search.get_parameters()["sortby"] == "-properties.datetime,+id,+collection" - ) - - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, sortby=1) # type: ignore - - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, sortby=[1]) # type: ignore - - def test_fields(self) -> None: - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, fields=1) # type: ignore - - with pytest.raises(Exception): - ItemSearch(url=SEARCH_URL, fields=[1]) # type: ignore - - search = ItemSearch(url=SEARCH_URL, fields="id,collection,+foo,-bar") - assert search.get_parameters()["fields"] == { - "exclude": ["bar"], - "include": ["id", "collection", "foo"], - } - - search = ItemSearch(url=SEARCH_URL, fields=["id", "collection", "+foo", "-bar"]) - assert search.get_parameters()["fields"] == { - "exclude": ["bar"], - "include": ["id", "collection", "foo"], - } - - search = ItemSearch( - url=SEARCH_URL, - fields={"exclude": ["bar"], "include": ["id", "collection"]}, - ) - assert search.get_parameters()["fields"] == { - "exclude": ["bar"], - "include": ["id", "collection"], - } - - search = ItemSearch( - url=SEARCH_URL, method="GET", fields="id,collection,+foo,-bar" - ) - assert search.get_parameters()["fields"] == "+id,+collection,+foo,-bar" - - search = ItemSearch( - url=SEARCH_URL, method="GET", fields=["id", "collection", "+foo", "-bar"] - ) - assert search.get_parameters()["fields"] == "+id,+collection,+foo,-bar" - - search = ItemSearch( - url=SEARCH_URL, - method="GET", - fields={"exclude": ["bar"], "include": ["id", "collection"]}, - ) - assert search.get_parameters()["fields"] == "+id,+collection,-bar" - - class TestItemSearch: @pytest.fixture(scope="function") def astraea_api(self) -> Client: