diff --git a/carbon_flux/anaconda-project-lock.yml b/carbon_flux/anaconda-project-lock.yml
index e6621f37e..f06454d36 100644
--- a/carbon_flux/anaconda-project-lock.yml
+++ b/carbon_flux/anaconda-project-lock.yml
@@ -15,1065 +15,919 @@ locking_enabled: true
# A key goes in here for each env spec.
#
env_specs:
- test:
- locked: true
- env_spec_hash: 35b8246aeaa5620fc09e044b7241f150a5b365b7
- platforms:
- - linux-64
- - osx-64
- - win-64
- packages:
- all:
- - aiobotocore=1.2.2=pyhd3eb1b0_0
- - aioitertools=0.7.1=pyhd3eb1b0_0
- - appdirs=1.4.4=py_0
- - async_generator=1.10=py37h28b3542_0
- - attrs=21.2.0=pyhd3eb1b0_0
- - backcall=0.2.0=pyhd3eb1b0_0
- - blas=1.0=mkl
- - bleach=3.3.1=pyhd3eb1b0_0
- - botocore=1.19.52=pyhd3eb1b0_0
- - click-plugins=1.1.1=py_0
- - click=7.1.2=pyhd3eb1b0_0
- - cloudpickle=1.6.0=py_0
- - colorcet=2.0.6=py_0
- - cycler=0.10.0=py37_0
- - dask-core=2021.7.2=pyhd3eb1b0_0
- - dask=2021.7.2=pyhd3eb1b0_0
- - datashader=0.13.0=py_0
- - decorator=5.0.9=pyhd3eb1b0_0
- - defusedxml=0.7.1=pyhd3eb1b0_0
- - entrypoints=0.3=py37_0
- - fsspec=2021.7.0=pyhd3eb1b0_0
- - geopandas-base=0.9.0=py_1
- - geopandas=0.9.0=py_1
- - geoviews-core=1.9.1=py_0
- - geoviews=1.9.1=py_0
- - heapdict=1.0.1=py_0
- - holoviews=1.14.5=py_0
- - hvplot=0.7.3=py_0
- - idna=2.10=pyhd3eb1b0_0
- - importlib_metadata=3.10.0=hd3eb1b0_0
- - intake=0.6.2=pyhd3eb1b0_0
- - ipykernel=5.3.4=py37h5ca1d4c_0
- - ipython_genutils=0.2.0=pyhd3eb1b0_1
- - ipywidgets=7.6.3=pyhd3eb1b0_1
- - jedi=0.17.0=py37_0
- - jinja2=3.0.1=pyhd3eb1b0_0
- - jmespath=0.10.0=py_0
- - joblib=1.0.1=pyhd3eb1b0_0
- - jsonschema=3.2.0=py_2
- - jupyter=1.0.0=py37_7
- - jupyter_client=6.1.12=pyhd3eb1b0_0
- - jupyter_console=6.4.0=pyhd3eb1b0_0
- - jupyterlab_pygments=0.1.2=py_0
- - jupyterlab_widgets=1.0.0=pyhd3eb1b0_1
- - mapclassify=2.4.3=pyhd3eb1b0_0
- - multipledispatch=0.6.0=py37_0
- - munch=2.5.0=py_0
- - nbclient=0.5.3=pyhd3eb1b0_0
- - nbformat=5.1.3=pyhd3eb1b0_0
- - nest-asyncio=1.5.1=pyhd3eb1b0_0
- - networkx=2.6.2=pyhd3eb1b0_0
- - olefile=0.46=py37_0
- - packaging=21.0=pyhd3eb1b0_0
- - panel=0.12.0=py_0
- - param=1.11.1=py_0
- - parso=0.8.2=pyhd3eb1b0_0
- - partd=1.2.0=pyhd3eb1b0_0
- - pickleshare=0.7.5=pyhd3eb1b0_1003
- - prometheus_client=0.11.0=pyhd3eb1b0_0
- - prompt-toolkit=3.0.17=pyh06a4308_0
- - prompt_toolkit=3.0.17=hd3eb1b0_0
- - pycparser=2.20=py_2
- - pyct-core=0.4.8=py_0
- - pyct=0.4.8=py_0
- - pygments=2.9.0=pyhd3eb1b0_0
- - pyopenssl=20.0.1=pyhd3eb1b0_1
- - pyparsing=2.4.7=pyhd3eb1b0_0
- - pyshp=2.1.3=pyhd3eb1b0_0
- - python-dateutil=2.8.2=pyhd3eb1b0_0
- - pytz=2021.1=pyhd3eb1b0_0
- - pyviz_comms=2.1.0=py_0
- - qtconsole=5.1.0=pyhd3eb1b0_0
- - qtpy=1.9.0=py_0
- - requests=2.25.1=pyhd3eb1b0_0
- - s3fs=2021.7.0=pyhd3eb1b0_0
- - send2trash=1.5.0=pyhd3eb1b0_1
- - six=1.16.0=pyhd3eb1b0_0
- - sortedcontainers=2.4.0=pyhd3eb1b0_0
- - tblib=1.7.0=py_0
- - testpath=0.5.0=pyhd3eb1b0_0
- - threadpoolctl=2.2.0=pyhb85f177_0
- - toolz=0.11.1=pyhd3eb1b0_0
- - tqdm=4.62.0=pyhd3eb1b0_1
- - traitlets=5.0.5=pyhd3eb1b0_0
- - typing-extensions=3.10.0.0=hd3eb1b0_0
- - typing_extensions=3.10.0.0=pyh06a4308_0
- - urllib3=1.25.11=py_0
- - wcwidth=0.2.5=py_0
- - webencodings=0.5.1=py37_1
- - wheel=0.36.2=pyhd3eb1b0_0
- - widgetsnbextension=3.5.1=py37_0
- - xarray=0.19.0=pyhd3eb1b0_1
- - zict=2.0.0=pyhd3eb1b0_0
- - zipp=3.5.0=pyhd3eb1b0_0
- unix:
- - pexpect=4.8.0=pyhd3eb1b0_3
- - ptyprocess=0.7.0=pyhd3eb1b0_2
- linux-64:
- - _libgcc_mutex=0.1=main
- - aiohttp=3.7.4=py37h27cfd23_1
- - argon2-cffi=20.1.0=py37h27cfd23_1
- - async-timeout=3.0.1=py37h06a4308_0
- - aws-c-common=0.4.57=he6710b0_1
- - aws-c-event-stream=0.1.6=h2531618_5
- - aws-checksums=0.1.9=he6710b0_0
- - aws-sdk-cpp=1.8.185=hce553d0_0
- - bokeh=2.3.3=py37h06a4308_0
- - brotlipy=0.7.0=py37h27cfd23_1003
- - bzip2=1.0.8=h7b6447c_0
- - ca-certificates=2021.7.5=h06a4308_1
- - cairo=1.16.0=hf32fb01_1
- - cartopy=0.18.0=py37h0d9ca2b_1
- - certifi=2021.5.30=py37h06a4308_0
- - cffi=1.14.6=py37h400218f_0
- - cfitsio=3.470=hf0d0db6_6
- - cftime=1.5.0=py37h6323ea4_0
- - chardet=3.0.4=py37h06a4308_1003
- - cligj=0.7.2=py37h06a4308_0
- - cryptography=3.4.7=py37hd23ed53_0
- - curl=7.71.1=h8f29fe8_2
- - cytoolz=0.11.0=py37h7b6447c_0
- - datashape=0.5.4=py37h06a4308_1
- - dbus=1.13.18=hb2f20db_0
- - distributed=2021.7.2=py37h06a4308_0
- - docutils=0.15.2=py37h06a4308_1
- - expat=2.4.1=h2531618_2
- - fastparquet=0.4.0=py37h03ebfcd_0
- - fiona=1.8.13.post1=py37hc820daa_0
- - fontconfig=2.13.1=h6c09931_0
- - freetype=2.10.4=h5ab3b9f_0
- - freexl=1.0.6=h27cfd23_0
- - gdal=3.0.2=py37h4694593_1
- - geos=3.8.0=he6710b0_0
- - geotiff=1.6.0=h21e8280_0
- - giflib=5.2.1=h7b6447c_0
- - glib=2.69.0=h5202010_0
- - gst-plugins-base=1.14.0=h8213a91_2
- - gstreamer=1.14.0=h28cd5cc_2
- - hdf4=4.2.13=h3ca952b_2
- - hdf5=1.10.6=hb1b8bf9_0
- - icu=58.2=he6710b0_3
- - importlib-metadata=3.10.0=py37h06a4308_0
- - intel-openmp=2021.3.0=h06a4308_3350
- - ipython=7.22.0=py37hb070fc8_0
- - jpeg=9b=h024ee3a_2
- - json-c=0.13.1=h1bed415_0
- - jupyter_core=4.7.1=py37h06a4308_0
- - kealib=1.4.14=h54c064f_0
- - kiwisolver=1.3.1=py37h2531618_0
- - krb5=1.19.2=hac12032_0
- - lcms2=2.12=h3be6417_0
- - ld_impl_linux-64=2.35.1=h7274673_9
- - libboost=1.73.0=h3ff78a5_11
- - libcurl=7.71.1=h303737a_2
- - libdap4=3.19.1=h6ec2957_0
- - libedit=3.1.20210216=h27cfd23_1
- - libffi=3.3=he6710b0_2
- - libgcc-ng=9.1.0=hdf63c60_0
- - libgdal=3.0.2=h7c14f60_1
- - libgfortran-ng=7.3.0=hdf63c60_0
- - libkml=1.3.0=h7ecb851_5
- - libllvm10=10.0.1=hbcb73fb_5
- - libnetcdf=4.6.1=h2053bdc_4
- - libpng=1.6.37=hbc83047_0
- - libpq=12.2=h553bfba_1
- - libsodium=1.0.18=h7b6447c_0
- - libspatialindex=1.9.3=h2531618_0
- - libspatialite=4.3.0a=h793db0d_0
- - libssh2=1.9.0=h1ba5d50_1
- - libstdcxx-ng=9.1.0=hdf63c60_0
- - libtiff=4.2.0=h85742a9_0
- - libuuid=1.0.3=h1bed415_2
- - libwebp-base=1.2.0=h27cfd23_0
- - libxcb=1.14=h7b6447c_0
- - libxml2=2.9.10=hb55368b_3
- - llvmlite=0.36.0=py37h612dafd_4
- - locket=0.2.1=py37h06a4308_1
- - lz4-c=1.9.3=h2531618_0
- - markdown=3.3.4=py37h06a4308_0
- - markupsafe=2.0.1=py37h27cfd23_0
- - matplotlib-base=3.3.4=py37h62a2d02_0
- - matplotlib=3.3.4=py37h06a4308_0
- - mistune=0.8.4=py37h14c3975_1001
- - mkl-service=2.4.0=py37h7f8727e_0
- - mkl=2021.3.0=h06a4308_520
- - mkl_fft=1.3.0=py37h42c9631_2
- - mkl_random=1.2.2=py37h51133e4_0
- - msgpack-python=1.0.2=py37hff7bd54_1
- - multidict=5.1.0=py37h27cfd23_2
- - nbconvert=6.1.0=py37h06a4308_0
- - ncurses=6.2=he6710b0_1
- - netcdf4=1.5.7=py37h0a24e14_0
- - notebook=6.4.0=py37h06a4308_0
- - numba=0.53.1=py37ha9443f7_0
- - numpy-base=1.20.3=py37h74d4b33_0
- - numpy=1.20.3=py37hf144106_0
- - openjpeg=2.3.0=h05c96fa_1
- - openssl=1.1.1k=h27cfd23_0
- - pandas=1.2.5=py37h295c915_0
- - pandocfilters=1.4.3=py37h06a4308_1
- - pcre=8.45=h295c915_0
- - pillow=8.3.1=py37h2c7a002_0
- - pip=21.2.2=py37h06a4308_0
- - pixman=0.40.0=h7b6447c_0
- - poppler-data=0.4.10=h06a4308_0
- - poppler=0.81.0=h01f5e8b_2
- - postgresql=12.2=h553bfba_1
- - proj=6.2.1=haa6030c_0
- - psutil=5.8.0=py37h27cfd23_1
- - pyproj=2.6.1.post1=py37hb3025e9_1
- - pyqt=5.9.2=py37h05f1152_2
- - pyrsistent=0.17.3=py37h7b6447c_0
- - pysocks=1.7.1=py37_1
- - python-snappy=0.6.0=py37h2531618_3
- - python=3.7.11=h12debd9_0
- - python_abi=3.7=1_cp37m
- - pyyaml=5.4.1=py37h27cfd23_1
- - pyzmq=20.0.0=py37h2531618_1
- - qt=5.9.7=h5867ecd_1
- - readline=8.1=h27cfd23_0
- - rtree=0.9.7=py37h06a4308_1
- - scikit-learn=0.24.2=py37ha9443f7_0
- - scipy=1.6.2=py37had2a1c9_1
- - setuptools=52.0.0=py37h06a4308_0
- - shapely=1.7.1=py37h98ec03d_0
- - sip=4.19.8=py37hf484d3e_0
- - snappy=1.1.8=he6710b0_0
- - sqlite=3.36.0=hc218d9a_0
- - tbb=2020.3=hfd86e86_0
- - terminado=0.9.4=py37h06a4308_0
- - thrift=0.11.0=py37hf484d3e_0
- - tiledb=2.2.9=hffe1d7a_0
- - tk=8.6.10=hbc83047_0
- - tornado=6.1=py37h27cfd23_0
- - wrapt=1.12.1=py37h7b6447c_1
- - xerces-c=3.2.3=h780794e_0
- - xz=5.2.5=h7b6447c_0
- - yaml=0.2.5=h7b6447c_0
- - yarl=1.6.3=py37h27cfd23_0
- - zeromq=4.3.4=h2531618_0
- - zlib=1.2.11=h7b6447c_3
- - zstd=1.4.9=haebb681_0
- osx-64:
- - aiohttp=3.7.4=py37h9ed2024_1
- - appnope=0.1.2=py37hecd8cb5_1001
- - argon2-cffi=20.1.0=py37h9ed2024_1
- - async-timeout=3.0.1=py37hecd8cb5_0
- - aws-c-common=0.4.57=hb1e8313_1
- - aws-c-event-stream=0.1.6=h23ab428_5
- - aws-checksums=0.1.9=hb1e8313_0
- - aws-sdk-cpp=1.8.185=he271ece_0
- - bokeh=2.3.3=py37hecd8cb5_0
- - brotli=1.0.9=hb1e8313_2
- - brotlipy=0.7.0=py37h9ed2024_1003
- - bzip2=1.0.8=h1de35cc_0
- - ca-certificates=2021.7.5=hecd8cb5_1
- - cairo=1.16.0=h8023c5d_1
- - cartopy=0.18.0=py37hf1ba7ce_1
- - certifi=2021.5.30=py37hecd8cb5_0
- - cffi=1.14.6=py37h2125817_0
- - cfitsio=3.470=hee0f690_6
- - cftime=1.5.0=py37he3068b8_0
- - chardet=3.0.4=py37hecd8cb5_1003
- - cligj=0.7.2=py37hecd8cb5_0
- - cryptography=3.4.7=py37h2fd3fbb_0
- - curl=7.71.1=h7bc2e8c_2
- - cytoolz=0.11.0=py37haf1e3a3_0
- - datashape=0.5.4=py37hecd8cb5_1
- - dbus=1.13.18=h18a8e69_0
- - distributed=2021.7.2=py37hecd8cb5_0
- - docutils=0.15.2=py37hecd8cb5_1
- - expat=2.4.1=h23ab428_2
- - fastparquet=0.5.0=py37he3068b8_1
- - fiona=1.8.13.post1=py37h9c05f0f_0
- - fontconfig=2.13.1=ha9ee91d_0
- - fonttools=4.25.0=pyhd3eb1b0_0
- - freetype=2.10.4=ha233b18_0
- - freexl=1.0.6=h9ed2024_0
- - gdal=3.0.2=py37ha6ec53f_1
- - geos=3.8.0=hb1e8313_0
- - geotiff=1.6.0=h02c1893_0
- - gettext=0.21.0=h7535e17_0
- - giflib=5.2.1=haf1e3a3_0
- - glib=2.69.0=hdf23fa2_0
- - hdf4=4.2.13=h39711bb_2
- - hdf5=1.10.6=hdbbcd12_0
- - icu=58.2=h0a44026_3
- - importlib-metadata=3.10.0=py37hecd8cb5_0
- - intel-openmp=2021.3.0=hecd8cb5_3375
- - ipython=7.22.0=py37h01d92e1_0
- - jpeg=9b=he5867d9_2
- - json-c=0.13.1=h3efe00b_0
- - jupyter_core=4.7.1=py37hecd8cb5_0
- - kealib=1.4.14=h7bbef82_0
- - kiwisolver=1.3.1=py37h23ab428_0
- - krb5=1.19.2=hcd88c3b_0
- - lcms2=2.12=hf1fd2bf_0
- - libboost=1.73.0=hd4c2dcd_11
- - libcurl=7.71.1=hb8e4fae_2
- - libcxx=10.0.0=1
- - libdap4=3.19.1=h3d3e54a_0
- - libedit=3.1.20210216=h9ed2024_1
- - libffi=3.3=hb1e8313_2
- - libgdal=3.0.2=ha1444b2_1
- - libgfortran=3.0.1=h93005f0_2
- - libiconv=1.16=h1de35cc_0
- - libkml=1.3.0=h952ee91_5
- - libllvm10=10.0.1=h76017ad_5
- - libnetcdf=4.6.1=hfd9a460_4
- - libpng=1.6.37=ha441bb4_0
- - libpq=12.2=h1b4eb34_1
- - libsodium=1.0.18=h1de35cc_0
- - libspatialindex=1.9.3=h23ab428_0
- - libspatialite=4.3.0a=h5142b36_0
- - libssh2=1.9.0=ha12b0ac_1
- - libtiff=4.2.0=h87d7836_0
- - libwebp-base=1.2.0=h9ed2024_0
- - libxml2=2.9.12=hcdb78fc_0
- - llvm-openmp=10.0.0=h28b9765_0
- - llvmlite=0.36.0=py37he4411ff_4
- - locket=0.2.1=py37hecd8cb5_1
- - lz4-c=1.9.3=h23ab428_0
- - markdown=3.3.4=py37hecd8cb5_0
- - markupsafe=2.0.1=py37h9ed2024_0
- - matplotlib-base=3.4.2=py37h8b3ea08_0
- - matplotlib=3.4.2=py37hecd8cb5_0
- - mistune=0.8.4=py37h1de35cc_0
- - mkl-service=2.4.0=py37h9ed2024_0
- - mkl=2021.3.0=hecd8cb5_517
- - mkl_fft=1.3.0=py37h4a7008c_2
- - mkl_random=1.2.2=py37hb2f4e1b_0
- - msgpack-python=1.0.2=py37hf7b0b51_1
- - multidict=5.1.0=py37h9ed2024_2
- - munkres=1.1.4=py_0
- - nbconvert=6.1.0=py37hecd8cb5_0
- - ncurses=6.2=h0a44026_1
- - netcdf4=1.5.7=py37h1695cb1_0
- - notebook=6.4.0=py37hecd8cb5_0
- - numba=0.53.0=py37hb2f4e1b_0
- - numpy-base=1.20.3=py37he0bd621_0
- - numpy=1.20.3=py37h4b4dc7a_0
- - openjpeg=2.3.0=hb95cd4c_1
- - openssl=1.1.1k=h9ed2024_0
- - pandas=1.2.5=py37h23ab428_0
- - pandocfilters=1.4.3=py37hecd8cb5_1
- - pcre=8.45=h23ab428_0
- - pillow=8.3.1=py37ha4cf6ea_0
- - pip=21.2.2=py37hecd8cb5_0
- - pixman=0.40.0=haf1e3a3_0
- - poppler-data=0.4.10=hecd8cb5_0
- - poppler=0.81.0=h031bf0f_2
- - postgresql=12.2=h1b4eb34_1
- - proj=6.2.1=hfd5b9e3_0
- - psutil=5.8.0=py37h9ed2024_1
- - pyproj=2.6.1.post1=py37hdfdfadc_1
- - pyqt=5.9.2=py37h655552a_2
- - pyrsistent=0.17.3=py37haf1e3a3_0
- - pysocks=1.7.1=py37hecd8cb5_0
- - python-snappy=0.6.0=py37h23ab428_3
- - python=3.7.11=h88f2d9e_0
- - pyyaml=5.4.1=py37h9ed2024_1
- - pyzmq=20.0.0=py37h23ab428_1
- - qt=5.9.7=h468cd18_1
- - readline=8.1=h9ed2024_0
- - rtree=0.9.7=py37hecd8cb5_1
- - scikit-learn=0.24.2=py37hb2f4e1b_0
- - scipy=1.6.2=py37hd5f7400_1
- - setuptools=52.0.0=py37hecd8cb5_0
- - shapely=1.7.1=py37hb435bde_0
- - sip=4.19.8=py37h0a44026_0
- - snappy=1.1.8=hb1e8313_0
- - sqlite=3.36.0=hce871da_0
- - terminado=0.9.4=py37hecd8cb5_0
- - thrift=0.11.0=py37h0a44026_0
- - tiledb=2.2.9=hdc16fd3_0
- - tk=8.6.10=hb0a8c7a_0
- - tornado=6.1=py37h9ed2024_0
- - wrapt=1.12.1=py37h1de35cc_1
- - xerces-c=3.2.3=h48eee30_0
- - xz=5.2.5=h1de35cc_0
- - yaml=0.2.5=haf1e3a3_0
- - yarl=1.6.3=py37h9ed2024_0
- - zeromq=4.3.4=h23ab428_0
- - zlib=1.2.11=h1de35cc_3
- - zstd=1.4.9=h322a384_0
- win-64:
- - aiohttp=3.7.4=py37h2bbff1b_1
- - argon2-cffi=20.1.0=py37h2bbff1b_1
- - async-timeout=3.0.1=py37haa95532_0
- - aws-c-common=0.4.57=ha925a31_1
- - aws-c-event-stream=0.1.6=hd77b12b_5
- - aws-checksums=0.1.9=ha925a31_0
- - aws-sdk-cpp=1.8.185=hd77b12b_0
- - bokeh=2.3.3=py37haa95532_0
- - brotli=1.0.9=ha925a31_2
- - brotlipy=0.7.0=py37h2bbff1b_1003
- - bzip2=1.0.8=he774522_0
- - ca-certificates=2021.7.5=haa95532_1
- - cartopy=0.18.0=py37h80a4efb_1
- - certifi=2021.5.30=py37haa95532_0
- - cffi=1.14.6=py37h2bbff1b_0
- - cfitsio=3.470=he774522_6
- - cftime=1.5.0=py37h080aedc_0
- - chardet=3.0.4=py37haa95532_1003
- - cligj=0.7.2=py37haa95532_0
- - colorama=0.4.4=pyhd3eb1b0_0
- - cryptography=3.4.7=py37h71e12ea_0
- - curl=7.71.1=h86230a5_2
- - cytoolz=0.11.0=py37he774522_0
- - datashape=0.5.4=py37haa95532_1
- - distributed=2021.7.2=py37haa95532_0
- - docutils=0.15.2=py37haa95532_1
- - expat=2.4.1=h6c2663c_2
- - fastparquet=0.5.0=py37h080aedc_1
- - fiona=1.8.13.post1=py37hd760492_0
- - fonttools=4.25.0=pyhd3eb1b0_0
- - freetype=2.10.4=hd328e21_0
- - freexl=1.0.6=h2bbff1b_0
- - gdal=3.0.2=py37hb978731_1
- - geos=3.8.0=h33f27b4_0
- - geotiff=1.6.0=h5770a2b_0
- - hdf4=4.2.13=h712560f_2
- - hdf5=1.10.6=h7ebc959_0
- - icc_rt=2019.0.0=h0cc432a_1
- - icu=58.2=ha925a31_3
- - importlib-metadata=3.10.0=py37haa95532_0
- - intel-openmp=2021.3.0=haa95532_3372
- - ipython=7.22.0=py37hd4e2768_0
- - jpeg=9b=hb83a4c4_2
- - jupyter_core=4.7.1=py37haa95532_0
- - kealib=1.4.14=hde4a422_0
- - kiwisolver=1.3.1=py37hd77b12b_0
- - krb5=1.19.2=h5b6d351_0
- - libcurl=7.71.1=h86230a5_2
- - libgdal=3.0.2=ha1b3edf_1
- - libiconv=1.15=h1df5818_7
- - libnetcdf=4.6.1=hf59b723_4
- - libpng=1.6.37=h2a8f88b_0
- - libpq=12.2=hb652d5d_1
- - libsodium=1.0.18=h62dcd97_0
- - libspatialindex=1.9.3=h6c2663c_0
- - libspatialite=4.3.0a=h7ffb84d_0
- - libssh2=1.9.0=h7a1dbc1_1
- - libtiff=4.2.0=hd0e1b90_0
- - libxml2=2.9.12=h0ad7f3c_0
- - llvmlite=0.36.0=py37h34b8924_4
- - locket=0.2.1=py37haa95532_1
- - lz4-c=1.9.3=h2bbff1b_0
- - m2w64-expat=2.1.1=2
- - m2w64-gcc-libgfortran=5.3.0=6
- - m2w64-gcc-libs-core=5.3.0=7
- - m2w64-gcc-libs=5.3.0=7
- - m2w64-gettext=0.19.7=2
- - m2w64-gmp=6.1.0=2
- - m2w64-libiconv=1.14=6
- - m2w64-libwinpthread-git=5.0.0.4634.697f757=2
- - m2w64-xz=5.2.2=2
- - markdown=3.3.4=py37haa95532_0
- - markupsafe=2.0.1=py37h2bbff1b_0
- - matplotlib-base=3.4.2=py37h49ac443_0
- - matplotlib=3.4.2=py37haa95532_0
- - mistune=0.8.4=py37hfa6e2cd_1001
- - mkl-service=2.4.0=py37h2bbff1b_0
- - mkl=2021.3.0=haa95532_524
- - mkl_fft=1.3.0=py37h277e83a_2
- - mkl_random=1.2.2=py37hf11a4ad_0
- - msgpack-python=1.0.2=py37h59b6b97_1
- - msys2-conda-epoch=20160418=1
- - multidict=5.1.0=py37h2bbff1b_2
- - munkres=1.1.4=py_0
- - nbconvert=6.1.0=py37haa95532_0
- - netcdf4=1.5.7=py37hb33177a_0
- - notebook=6.4.0=py37haa95532_0
- - numba=0.53.0=py37hf11a4ad_0
- - numpy-base=1.20.3=py37hc2deb75_0
- - numpy=1.20.3=py37ha4e8547_0
- - openjpeg=2.3.0=h5ec785f_1
- - openssl=1.1.1k=h2bbff1b_0
- - pandas=1.2.5=py37hd77b12b_0
- - pandocfilters=1.4.3=py37haa95532_1
- - pillow=8.3.1=py37h4fa10fc_0
- - pip=21.2.2=py37haa95532_0
- - postgresql=12.2=hb652d5d_1
- - proj=6.2.1=h9f7ef89_0
- - psutil=5.8.0=py37h2bbff1b_1
- - pyproj=2.6.1.post1=py37h593ac45_1
- - pyqt=5.9.2=py37h6538335_2
- - pyrsistent=0.17.3=py37he774522_0
- - pysocks=1.7.1=py37_1
- - python-snappy=0.6.0=py37hd77b12b_3
- - python=3.7.11=h6244533_0
- - pywin32=228=py37hbaba5e8_1
- - pywinpty=0.5.7=py37_0
- - pyyaml=5.4.1=py37h2bbff1b_1
- - pyzmq=20.0.0=py37hd77b12b_1
- - qt=5.9.7=vc14h73c81de_0
- - rtree=0.9.7=py37h2eaa2aa_1
- - scikit-learn=0.24.2=py37hf11a4ad_1
- - scipy=1.6.2=py37h66253e8_1
- - setuptools=52.0.0=py37haa95532_0
- - shapely=1.7.1=py37h210f175_0
- - sip=4.19.8=py37h6538335_0
- - snappy=1.1.8=h33f27b4_0
- - sqlite=3.36.0=h2bbff1b_0
- - terminado=0.9.4=py37haa95532_0
- - thrift=0.11.0=py37h6538335_0
- - tiledb=2.2.9=hf7ce2e6_0
- - tk=8.6.10=he774522_0
- - tornado=6.1=py37h2bbff1b_0
- - vc=14.2=h21ff451_1
- - vs2015_runtime=14.27.29016=h5e58377_2
- - win_inet_pton=1.1.0=py37haa95532_0
- - wincertstore=0.2=py37_0
- - winpty=0.4.3=4
- - wrapt=1.12.1=py37he774522_1
- - xerces-c=3.2.3=ha925a31_0
- - xz=5.2.5=h62dcd97_0
- - yaml=0.2.5=he774522_0
- - yarl=1.6.3=py37h2bbff1b_0
- - zeromq=4.3.3=ha925a31_3
- - zlib=1.2.11=h62dcd97_4
- - zstd=1.4.9=h19a0ad4_0
default:
locked: true
- env_spec_hash: 35b8246aeaa5620fc09e044b7241f150a5b365b7
+ env_spec_hash: 1d0b189106add91e62f7ca0001362e76d37b5f6b
platforms:
- linux-64
- osx-64
+ - osx-arm64
- win-64
packages:
all:
- aiobotocore=1.2.2=pyhd3eb1b0_0
- aioitertools=0.7.1=pyhd3eb1b0_0
- - appdirs=1.4.4=py_0
- - async_generator=1.10=py37h28b3542_0
- - attrs=21.2.0=pyhd3eb1b0_0
+ - aiosignal=1.2.0=pyhd3eb1b0_0
+ - appdirs=1.4.4=pyhd3eb1b0_0
+ - argon2-cffi=21.3.0=pyhd3eb1b0_0
+ - asttokens=2.0.5=pyhd3eb1b0_0
- backcall=0.2.0=pyhd3eb1b0_0
- - blas=1.0=mkl
- - bleach=3.3.1=pyhd3eb1b0_0
+ - bleach=4.1.0=pyhd3eb1b0_0
- botocore=1.19.52=pyhd3eb1b0_0
- - click-plugins=1.1.1=py_0
- - click=7.1.2=pyhd3eb1b0_0
- - cloudpickle=1.6.0=py_0
- - colorcet=2.0.6=py_0
- - cycler=0.10.0=py37_0
- - dask-core=2021.7.2=pyhd3eb1b0_0
- - dask=2021.7.2=pyhd3eb1b0_0
- - datashader=0.13.0=py_0
- - decorator=5.0.9=pyhd3eb1b0_0
+ - charset-normalizer=2.0.4=pyhd3eb1b0_0
+ - click-plugins=1.1.1=pyhd3eb1b0_0
+ - cligj=0.7.2=pyhd3eb1b0_0
+ - cycler=0.11.0=pyhd3eb1b0_0
+ - dask-core=2021.9.1=pyhd3eb1b0_0
+ - dask=2021.9.1=pyhd3eb1b0_0
+ - datashader=0.13.0=pyhd3eb1b0_1
+ - decorator=5.1.1=pyhd3eb1b0_0
- defusedxml=0.7.1=pyhd3eb1b0_0
- - entrypoints=0.3=py37_0
+ - executing=0.8.3=pyhd3eb1b0_0
- fsspec=2021.7.0=pyhd3eb1b0_0
- - geopandas-base=0.9.0=py_1
- - geopandas=0.9.0=py_1
- - geoviews-core=1.9.1=py_0
- - geoviews=1.9.1=py_0
- - heapdict=1.0.1=py_0
- - holoviews=1.14.5=py_0
- - hvplot=0.7.3=py_0
- - idna=2.10=pyhd3eb1b0_0
- - importlib_metadata=3.10.0=hd3eb1b0_0
+ - geoviews-core=1.9.1=pyh06a4308_0
+ - geoviews=1.9.1=pyhd3eb1b0_0
+ - heapdict=1.0.1=pyhd3eb1b0_0
+ - holoviews=1.14.5=pyhd3eb1b0_1
+ - hvplot=0.7.3=pyhd3eb1b0_1
- intake=0.6.2=pyhd3eb1b0_0
- - ipykernel=5.3.4=py37h5ca1d4c_0
- ipython_genutils=0.2.0=pyhd3eb1b0_1
- - ipywidgets=7.6.3=pyhd3eb1b0_1
- - jedi=0.17.0=py37_0
- - jinja2=3.0.1=pyhd3eb1b0_0
- - jmespath=0.10.0=py_0
- - joblib=1.0.1=pyhd3eb1b0_0
- - jsonschema=3.2.0=py_2
- - jupyter=1.0.0=py37_7
- - jupyter_client=6.1.12=pyhd3eb1b0_0
- - jupyter_console=6.4.0=pyhd3eb1b0_0
+ - jinja2=2.11.3=pyhd3eb1b0_0
+ - jmespath=0.10.0=pyhd3eb1b0_0
- jupyterlab_pygments=0.1.2=py_0
- - jupyterlab_widgets=1.0.0=pyhd3eb1b0_1
- - mapclassify=2.4.3=pyhd3eb1b0_0
- - multipledispatch=0.6.0=py37_0
- - munch=2.5.0=py_0
- - nbclient=0.5.3=pyhd3eb1b0_0
- - nbformat=5.1.3=pyhd3eb1b0_0
- - nest-asyncio=1.5.1=pyhd3eb1b0_0
- - networkx=2.6.2=pyhd3eb1b0_0
- - olefile=0.46=py37_0
- - packaging=21.0=pyhd3eb1b0_0
- - panel=0.12.0=py_0
- - param=1.11.1=py_0
- - parso=0.8.2=pyhd3eb1b0_0
- - partd=1.2.0=pyhd3eb1b0_0
+ - munch=2.5.0=pyhd3eb1b0_0
+ - pandocfilters=1.5.0=pyhd3eb1b0_0
+ - panel=0.12.1=pyhd3eb1b0_0
+ - param=1.11.1=pyhd3eb1b0_0
+ - parso=0.8.3=pyhd3eb1b0_0
- pickleshare=0.7.5=pyhd3eb1b0_1003
- - prometheus_client=0.11.0=pyhd3eb1b0_0
- - prompt-toolkit=3.0.17=pyh06a4308_0
- - prompt_toolkit=3.0.17=hd3eb1b0_0
- - pycparser=2.20=py_2
- - pyct-core=0.4.8=py_0
- - pyct=0.4.8=py_0
- - pygments=2.9.0=pyhd3eb1b0_0
- - pyopenssl=20.0.1=pyhd3eb1b0_1
- - pyparsing=2.4.7=pyhd3eb1b0_0
+ - pure_eval=0.2.2=pyhd3eb1b0_0
+ - pycparser=2.21=pyhd3eb1b0_0
- pyshp=2.1.3=pyhd3eb1b0_0
- python-dateutil=2.8.2=pyhd3eb1b0_0
- - pytz=2021.1=pyhd3eb1b0_0
- - pyviz_comms=2.1.0=py_0
- - qtconsole=5.1.0=pyhd3eb1b0_0
- - qtpy=1.9.0=py_0
- - requests=2.25.1=pyhd3eb1b0_0
- s3fs=2021.7.0=pyhd3eb1b0_0
- - send2trash=1.5.0=pyhd3eb1b0_1
- - six=1.16.0=pyhd3eb1b0_0
+ - send2trash=1.8.0=pyhd3eb1b0_1
+ - six=1.16.0=pyhd3eb1b0_1
- sortedcontainers=2.4.0=pyhd3eb1b0_0
- - tblib=1.7.0=py_0
- - testpath=0.5.0=pyhd3eb1b0_0
- - threadpoolctl=2.2.0=pyhb85f177_0
- - toolz=0.11.1=pyhd3eb1b0_0
- - tqdm=4.62.0=pyhd3eb1b0_1
- - traitlets=5.0.5=pyhd3eb1b0_0
- - typing-extensions=3.10.0.0=hd3eb1b0_0
- - typing_extensions=3.10.0.0=pyh06a4308_0
+ - stack_data=0.2.0=pyhd3eb1b0_0
+ - tblib=1.7.0=pyhd3eb1b0_0
+ - threadpoolctl=2.2.0=pyh0d69192_0
- urllib3=1.25.11=py_0
- - wcwidth=0.2.5=py_0
- - webencodings=0.5.1=py37_1
- - wheel=0.36.2=pyhd3eb1b0_0
- - widgetsnbextension=3.5.1=py37_0
- - xarray=0.19.0=pyhd3eb1b0_1
- - zict=2.0.0=pyhd3eb1b0_0
- - zipp=3.5.0=pyhd3eb1b0_0
+ - wcwidth=0.2.5=pyhd3eb1b0_0
unix:
- pexpect=4.8.0=pyhd3eb1b0_3
- ptyprocess=0.7.0=pyhd3eb1b0_2
linux-64:
- _libgcc_mutex=0.1=main
- - aiohttp=3.7.4=py37h27cfd23_1
- - argon2-cffi=20.1.0=py37h27cfd23_1
- - async-timeout=3.0.1=py37h06a4308_0
+ - _openmp_mutex=5.1=1_gnu
+ - aiohttp=3.8.1=py38h7f8727e_1
+ - anyio=3.5.0=py38h06a4308_0
+ - argon2-cffi-bindings=21.2.0=py38h7f8727e_0
+ - async-timeout=4.0.2=py38h06a4308_0
+ - attrs=23.1.0=py38h06a4308_0
- aws-c-common=0.4.57=he6710b0_1
- aws-c-event-stream=0.1.6=h2531618_5
- aws-checksums=0.1.9=he6710b0_0
- aws-sdk-cpp=1.8.185=hce553d0_0
- - bokeh=2.3.3=py37h06a4308_0
- - brotlipy=0.7.0=py37h27cfd23_1003
+ - beautifulsoup4=4.12.2=py38h06a4308_0
+ - blas=1.0=mkl
+ - bokeh=2.3.3=py38h06a4308_0
+ - bottleneck=1.3.4=py38hce1f21e_0
+ - branca=0.6.0=py38h06a4308_0
+ - brotli=1.0.9=he6710b0_2
+ - brotlipy=0.7.0=py38h27cfd23_1003
- bzip2=1.0.8=h7b6447c_0
- - ca-certificates=2021.7.5=h06a4308_1
- - cairo=1.16.0=hf32fb01_1
- - cartopy=0.18.0=py37h0d9ca2b_1
- - certifi=2021.5.30=py37h06a4308_0
- - cffi=1.14.6=py37h400218f_0
+ - c-ares=1.18.1=h7f8727e_0
+ - ca-certificates=2023.08.22=h06a4308_0
+ - cairo=1.16.0=h19f5f5c_2
+ - cartopy=0.18.0=py38h0d9ca2b_1
+ - certifi=2023.7.22=py38h06a4308_0
+ - cffi=1.15.0=py38hd667e15_1
- cfitsio=3.470=hf0d0db6_6
- - cftime=1.5.0=py37h6323ea4_0
- - chardet=3.0.4=py37h06a4308_1003
- - cligj=0.7.2=py37h06a4308_0
- - cryptography=3.4.7=py37hd23ed53_0
- - curl=7.71.1=h8f29fe8_2
- - cytoolz=0.11.0=py37h7b6447c_0
- - datashape=0.5.4=py37h06a4308_1
+ - cftime=1.5.1.1=py38hce1f21e_0
+ - click=7.1.2=pyhd3eb1b0_0
+ - cloudpickle=2.2.1=py38h06a4308_0
+ - colorcet=3.0.1=py38h06a4308_0
+ - comm=0.1.2=py38h06a4308_0
+ - cryptography=41.0.3=py38h130f0dd_0
+ - curl=7.82.0=h7f8727e_0
+ - cytoolz=0.11.0=py38h7b6447c_0
+ - datashape=0.5.4=py38h06a4308_1
- dbus=1.13.18=hb2f20db_0
- - distributed=2021.7.2=py37h06a4308_0
- - docutils=0.15.2=py37h06a4308_1
- - expat=2.4.1=h2531618_2
- - fastparquet=0.4.0=py37h03ebfcd_0
- - fiona=1.8.13.post1=py37hc820daa_0
+ - debugpy=1.5.1=py38h295c915_0
+ - distributed=2021.9.1=py38h06a4308_0
+ - docutils=0.15.2=py38h06a4308_5
+ - entrypoints=0.4=py38h06a4308_0
+ - expat=2.4.4=h295c915_0
+ - fastparquet=0.5.0=py38hce1f21e_1
+ - fiona=1.8.13.post1=py38hc820daa_0
+ - folium=0.14.0=py38h06a4308_0
- fontconfig=2.13.1=h6c09931_0
- - freetype=2.10.4=h5ab3b9f_0
+ - fonttools=4.25.0=pyhd3eb1b0_0
+ - freetype=2.11.0=h70c0345_0
- freexl=1.0.6=h27cfd23_0
- - gdal=3.0.2=py37h4694593_1
+ - frozenlist=1.2.0=py38h7f8727e_0
+ - gdal=3.0.2=py38h2c27f0e_2
+ - geopandas-base=0.12.2=py38h06a4308_0
+ - geopandas=0.12.2=py38h06a4308_0
- geos=3.8.0=he6710b0_0
- - geotiff=1.6.0=h21e8280_0
+ - geotiff=1.7.0=hd69d5b1_0
- giflib=5.2.1=h7b6447c_0
- - glib=2.69.0=h5202010_0
+ - glib=2.69.1=h4ff587b_1
- gst-plugins-base=1.14.0=h8213a91_2
- gstreamer=1.14.0=h28cd5cc_2
- hdf4=4.2.13=h3ca952b_2
- hdf5=1.10.6=hb1b8bf9_0
- icu=58.2=he6710b0_3
- - importlib-metadata=3.10.0=py37h06a4308_0
- - intel-openmp=2021.3.0=h06a4308_3350
- - ipython=7.22.0=py37hb070fc8_0
- - jpeg=9b=h024ee3a_2
+ - idna=3.4=py38h06a4308_0
+ - importlib-metadata=6.0.0=py38h06a4308_0
+ - importlib_resources=6.1.0=py38h06a4308_0
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- - ld_impl_linux-64=2.35.1=h7274673_9
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- libboost=1.73.0=h3ff78a5_11
- - libcurl=7.71.1=h303737a_2
+ - libcurl=7.82.0=h0b77cf5_0
- libdap4=3.19.1=h6ec2957_0
- - libedit=3.1.20210216=h27cfd23_1
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+ - libev=4.33=h7f8727e_1
- libffi=3.3=he6710b0_2
- libgcc-ng=9.1.0=hdf63c60_0
- - libgdal=3.0.2=h7c14f60_1
+ - libgdal=3.0.2=he6cead7_2
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+ - libgomp=11.2.0=h1234567_1
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- - libllvm10=10.0.1=hbcb73fb_5
- - libnetcdf=4.6.1=h2053bdc_4
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- - libpq=12.2=h553bfba_1
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- - libwebp-base=1.2.0=h27cfd23_0
- - libxcb=1.14=h7b6447c_0
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- - mkl_random=1.2.2=py37h51133e4_0
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- - openjpeg=2.3.0=h05c96fa_1
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- - pandocfilters=1.4.3=py37h06a4308_1
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osx-64:
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- - brotlipy=0.7.0=py37h9ed2024_1003
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- - libpq=12.2=h1b4eb34_1
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+ - libffi=3.4.4=hecd8cb5_0
+ - libgdal=3.6.2=hd170585_1
+ - libgfortran5=11.3.0=h9dfd629_28
+ - libgfortran=5.0.0=11_3_0_hecd8cb5_28
+ - libiconv=1.16=hca72f7f_2
+ - libkml=1.3.0=h85bf17e_7
+ - libllvm11=11.0.0=h46f1229_1
+ - libnetcdf=4.8.1=ha5d86b0_2
+ - libnghttp2=1.52.0=h1c88b7d_1
+ - libpng=1.6.39=h6c40b1e_0
+ - libpq=12.15=hdb2fb19_1
- libsodium=1.0.18=h1de35cc_0
- libspatialindex=1.9.3=h23ab428_0
- - libspatialite=4.3.0a=h5142b36_0
- - libssh2=1.9.0=ha12b0ac_1
- - libtiff=4.2.0=h87d7836_0
- - libwebp-base=1.2.0=h9ed2024_0
- - libxml2=2.9.12=hcdb78fc_0
- - llvm-openmp=10.0.0=h28b9765_0
- - llvmlite=0.36.0=py37he4411ff_4
- - locket=0.2.1=py37hecd8cb5_1
- - lz4-c=1.9.3=h23ab428_0
- - markdown=3.3.4=py37hecd8cb5_0
- - markupsafe=2.0.1=py37h9ed2024_0
- - matplotlib-base=3.4.2=py37h8b3ea08_0
- - matplotlib=3.4.2=py37hecd8cb5_0
- - mistune=0.8.4=py37h1de35cc_0
- - mkl-service=2.4.0=py37h9ed2024_0
- - mkl=2021.3.0=hecd8cb5_517
- - mkl_fft=1.3.0=py37h4a7008c_2
- - mkl_random=1.2.2=py37hb2f4e1b_0
- - msgpack-python=1.0.2=py37hf7b0b51_1
- - multidict=5.1.0=py37h9ed2024_2
+ - libspatialite=4.3.0a=hd1e8275_23
+ - libssh2=1.10.0=hdb2fb19_2
+ - libtiff=4.5.1=hcec6c5f_0
+ - libwebp-base=1.3.2=h6c40b1e_0
+ - libwebp=1.3.2=hf6ce154_0
+ - libxml2=2.10.4=h930c0e2_0
+ - libzip=1.8.0=h272c8d6_0
+ - llvm-openmp=14.0.6=h0dcd299_0
+ - llvmlite=0.37.0=py38hc9110bb_2
+ - locket=1.0.0=py38hecd8cb5_0
+ - lz4-c=1.9.4=hcec6c5f_0
+ - mapclassify=2.5.0=py38hecd8cb5_0
+ - markdown=3.4.1=py38hecd8cb5_0
+ - markupsafe=2.0.1=py38h9ed2024_0
+ - matplotlib-base=3.4.3=py38h0a11d32_0
+ - matplotlib-inline=0.1.6=py38hecd8cb5_0
+ - matplotlib=3.4.3=py38hecd8cb5_0
+ - mistune=0.8.4=py38h1de35cc_1001
+ - mkl-service=2.4.0=py38h6c40b1e_1
+ - mkl=2023.1.0=h8e150cf_43559
+ - mkl_fft=1.3.8=py38h6c40b1e_0
+ - mkl_random=1.2.4=py38ha357a0b_0
+ - msgpack-python=1.0.3=py38haf03e11_0
+ - multidict=6.0.2=py38hca72f7f_0
+ - multipledispatch=0.6.0=py38_0
- munkres=1.1.4=py_0
- - nbconvert=6.1.0=py37hecd8cb5_0
- - ncurses=6.2=h0a44026_1
- - netcdf4=1.5.7=py37h1695cb1_0
- - notebook=6.4.0=py37hecd8cb5_0
- - numba=0.53.0=py37hb2f4e1b_0
- - numpy-base=1.20.3=py37he0bd621_0
- - numpy=1.20.3=py37h4b4dc7a_0
- - openjpeg=2.3.0=hb95cd4c_1
- - openssl=1.1.1k=h9ed2024_0
- - pandas=1.2.5=py37h23ab428_0
- - pandocfilters=1.4.3=py37hecd8cb5_1
+ - nbclassic=0.5.5=py38hecd8cb5_0
+ - nbclient=0.5.13=py38hecd8cb5_0
+ - nbconvert=6.4.4=py38hecd8cb5_0
+ - nbformat=5.9.2=py38hecd8cb5_0
+ - ncurses=6.4=hcec6c5f_0
+ - nest-asyncio=1.5.6=py38hecd8cb5_0
+ - netcdf4=1.6.2=py38hd243f81_0
+ - networkx=3.1=py38hecd8cb5_0
+ - notebook-shim=0.2.2=py38hecd8cb5_0
+ - notebook=6.5.4=py38hecd8cb5_1
+ - nspr=4.35=hcec6c5f_0
+ - nss=3.89.1=hcec6c5f_0
+ - numba=0.54.1=py38hae1ba45_0
+ - numexpr=2.8.4=py38h47b59a4_1
+ - numpy-base=1.20.3=py38h34da072_1
+ - numpy=1.20.3=py38h57dabd6_1
+ - openjpeg=2.4.0=h66ea3da_0
+ - openssl=1.1.1w=hca72f7f_0
+ - packaging=23.1=py38hecd8cb5_0
+ - pandas=1.3.5=py38h743cdd8_0
+ - partd=1.4.0=py38hecd8cb5_0
+ - pcre2=10.37=he7042d7_1
- pcre=8.45=h23ab428_0
- - pillow=8.3.1=py37ha4cf6ea_0
- - pip=21.2.2=py37hecd8cb5_0
- - pixman=0.40.0=haf1e3a3_0
- - poppler-data=0.4.10=hecd8cb5_0
- - poppler=0.81.0=h031bf0f_2
- - postgresql=12.2=h1b4eb34_1
+ - pillow=10.0.1=py38h7d39338_0
+ - pip=23.3=py38hecd8cb5_0
+ - pixman=0.40.0=h9ed2024_1
+ - pkgutil-resolve-name=1.3.10=py38hecd8cb5_0
+ - platformdirs=3.10.0=py38hecd8cb5_0
+ - pooch=1.7.0=py38hecd8cb5_0
+ - poppler-data=0.4.11=hecd8cb5_1
+ - poppler=22.12.0=ha8a1649_3
+ - postgresql=12.15=h8aab74b_1
- proj=6.2.1=hfd5b9e3_0
- - psutil=5.8.0=py37h9ed2024_1
- - pyproj=2.6.1.post1=py37hdfdfadc_1
- - pyqt=5.9.2=py37h655552a_2
- - pyrsistent=0.17.3=py37haf1e3a3_0
- - pysocks=1.7.1=py37hecd8cb5_0
- - python-snappy=0.6.0=py37h23ab428_3
- - python=3.7.11=h88f2d9e_0
- - pyyaml=5.4.1=py37h9ed2024_1
- - pyzmq=20.0.0=py37h23ab428_1
- - qt=5.9.7=h468cd18_1
- - readline=8.1=h9ed2024_0
- - rtree=0.9.7=py37hecd8cb5_1
- - scikit-learn=0.24.2=py37hb2f4e1b_0
- - scipy=1.6.2=py37hd5f7400_1
- - setuptools=52.0.0=py37hecd8cb5_0
- - shapely=1.7.1=py37hb435bde_0
- - sip=4.19.8=py37h0a44026_0
- - snappy=1.1.8=hb1e8313_0
- - sqlite=3.36.0=hce871da_0
- - terminado=0.9.4=py37hecd8cb5_0
- - thrift=0.11.0=py37h0a44026_0
- - tiledb=2.2.9=hdc16fd3_0
- - tk=8.6.10=hb0a8c7a_0
- - tornado=6.1=py37h9ed2024_0
- - wrapt=1.12.1=py37h1de35cc_1
- - xerces-c=3.2.3=h48eee30_0
- - xz=5.2.5=h1de35cc_0
+ - prometheus_client=0.14.1=py38hecd8cb5_0
+ - prompt-toolkit=3.0.36=py38hecd8cb5_0
+ - psutil=5.9.0=py38hca72f7f_0
+ - pyct=0.5.0=py38hecd8cb5_0
+ - pygments=2.15.1=py38hecd8cb5_1
+ - pyopenssl=23.2.0=py38hecd8cb5_0
+ - pyparsing=3.0.9=py38hecd8cb5_0
+ - pyproj=2.6.1.post1=py38hdfdfadc_1
+ - pyrsistent=0.18.0=py38hca72f7f_0
+ - pysocks=1.7.1=py38_1
+ - python-fastjsonschema=2.16.2=py38hecd8cb5_0
+ - python-lmdb=1.4.1=py38hcec6c5f_0
+ - python-snappy=0.6.0=py38h23ab428_3
+ - python=3.8.18=h218abb5_0
+ - pytz=2023.3.post1=py38hecd8cb5_0
+ - pyviz_comms=2.3.0=py38hecd8cb5_0
+ - pyyaml=6.0.1=py38h6c40b1e_0
+ - pyzmq=23.2.0=py38he9d5cce_0
+ - qhull=2020.2=ha357a0b_2
+ - readline=8.2=hca72f7f_0
+ - requests=2.31.0=py38hecd8cb5_0
+ - rtree=1.0.1=py38hecd8cb5_0
+ - scikit-learn=1.2.2=py38hcec6c5f_0
+ - scipy=1.10.1=py38hf241641_1
+ - setuptools=68.0.0=py38hecd8cb5_0
+ - shapely=2.0.1=py38h797b0b3_0
+ - snappy=1.1.9=he9d5cce_0
+ - sniffio=1.2.0=py38hecd8cb5_1
+ - soupsieve=2.5=py38hecd8cb5_0
+ - sqlite=3.41.2=h6c40b1e_0
+ - tbb=2021.8.0=ha357a0b_0
+ - terminado=0.17.1=py38hecd8cb5_0
+ - testpath=0.6.0=py38hecd8cb5_0
+ - thrift=0.17.0=py38he9d5cce_0
+ - tiledb=2.3.3=h74f4c1e_2
+ - tk=8.6.12=h5d9f67b_0
+ - toolz=0.12.0=py38hecd8cb5_0
+ - tornado=6.3.3=py38h6c40b1e_0
+ - tqdm=4.65.0=py38h01d92e1_0
+ - traitlets=5.7.1=py38hecd8cb5_0
+ - typing-extensions=4.7.1=py38hecd8cb5_0
+ - typing_extensions=4.7.1=py38hecd8cb5_0
+ - uriparser=0.9.7=h6c40b1e_0
+ - webencodings=0.5.1=py38_1
+ - websocket-client=0.58.0=py38hecd8cb5_4
+ - wheel=0.41.2=py38hecd8cb5_0
+ - wrapt=1.14.1=py38hca72f7f_0
+ - xarray=2022.11.0=py38hecd8cb5_0
+ - xerces-c=3.2.4=hd2b157f_0
+ - xyzservices=2022.9.0=py38hecd8cb5_1
+ - xz=5.4.2=h6c40b1e_0
- yaml=0.2.5=haf1e3a3_0
- - yarl=1.6.3=py37h9ed2024_0
+ - yarl=1.8.1=py38hca72f7f_0
- zeromq=4.3.4=h23ab428_0
- - zlib=1.2.11=h1de35cc_3
- - zstd=1.4.9=h322a384_0
+ - zict=3.0.0=py38hecd8cb5_0
+ - zipp=3.11.0=py38hecd8cb5_0
+ - zlib=1.2.13=h4dc903c_0
+ - zstd=1.5.5=hc035e20_0
+ osx-arm64:
+ - aiohttp=3.8.5=py38h80987f9_0
+ - anyio=3.5.0=py38hca03da5_0
+ - appnope=0.1.2=py38hca03da5_1001
+ - argon2-cffi-bindings=21.2.0=py38h1a28f6b_0
+ - async-timeout=4.0.2=py38hca03da5_0
+ - attrs=23.1.0=py38hca03da5_0
+ - beautifulsoup4=4.12.2=py38hca03da5_0
+ - blas=1.0=openblas
+ - blosc=1.21.3=h313beb8_0
+ - bokeh=2.3.3=py38hca03da5_0
+ - boost-cpp=1.73.0=h1a28f6b_12
+ - bottleneck=1.3.5=py38heec5a64_0
+ - branca=0.6.0=py38hca03da5_0
+ - brotlipy=0.7.0=py38h1a28f6b_1002
+ - bzip2=1.0.8=h620ffc9_4
+ - c-ares=1.19.1=h80987f9_0
+ - ca-certificates=2023.08.22=hca03da5_0
+ - cairo=1.16.0=h302bd0f_5
+ - cartopy=0.21.1=py38hf94de1b_0
+ - certifi=2023.7.22=py38hca03da5_0
+ - cffi=1.15.1=py38h80987f9_3
+ - cfitsio=3.470=h7f6438f_7
+ - cftime=1.6.2=py38hb08c31d_0
+ - click=8.1.7=py38hca03da5_0
+ - cloudpickle=2.2.1=py38hca03da5_0
+ - colorcet=3.0.1=py38hca03da5_0
+ - comm=0.1.2=py38hca03da5_0
+ - cryptography=41.0.3=py38h3c57c4d_0
+ - cytoolz=0.12.0=py38h1a28f6b_0
+ - datashape=0.5.4=py38hca03da5_1
+ - debugpy=1.6.7=py38h313beb8_0
+ - distributed=2021.9.1=py38hca03da5_0
+ - docutils=0.15.2=py38hca03da5_5
+ - entrypoints=0.4=py38hca03da5_0
+ - expat=2.5.0=h313beb8_0
+ - fastparquet=0.5.0=py38heec5a64_2
+ - fftw=3.3.9=h1a28f6b_1
+ - fiona=1.9.1=py38h78102c4_0
+ - folium=0.14.0=py38hca03da5_0
+ - fontconfig=2.14.1=hee714a5_2
+ - freetype=2.12.1=h1192e45_0
+ - freexl=1.0.6=h1a28f6b_0
+ - frozenlist=1.3.3=py38h80987f9_0
+ - gdal=3.6.2=py38h92c4280_1
+ - geopandas-base=0.12.2=py38hca03da5_0
+ - geopandas=0.12.2=py38hca03da5_0
+ - geos=3.9.1=hc377ac9_1
+ - geotiff=1.7.0=h41f0982_1
+ - gettext=0.21.0=h13f89a0_1
+ - giflib=5.2.1=h80987f9_3
+ - glib=2.69.1=h514c7bf_2
+ - hdf4=4.2.13=h5e329fb_3
+ - hdf5=1.12.1=h160e8cb_2
+ - icu=68.1=hc377ac9_0
+ - idna=3.4=py38hca03da5_0
+ - importlib-metadata=6.0.0=py38hca03da5_0
+ - importlib_resources=6.1.0=py38hca03da5_0
+ - ipykernel=6.25.0=py38h33ce5c2_0
+ - ipython=8.12.2=py38hca03da5_0
+ - jedi=0.18.1=py38hca03da5_1
+ - joblib=1.2.0=py38hca03da5_0
+ - jpeg=9e=h80987f9_1
+ - json-c=0.16=h1a28f6b_0
+ - jsonschema=4.17.3=py38hca03da5_0
+ - jupyter_client=7.4.9=py38hca03da5_0
+ - jupyter_core=5.3.0=py38hca03da5_0
+ - jupyter_server=1.23.4=py38hca03da5_0
+ - kealib=1.5.0=hba2eb73_1
+ - kiwisolver=1.4.4=py38h313beb8_0
+ - krb5=1.20.1=h8380606_1
+ - lcms2=2.12=hba8e193_0
+ - lerc=3.0=hc377ac9_0
+ - libboost=1.73.0=h49e8a49_12
+ - libcurl=8.2.1=h0f1d93c_0
+ - libcxx=14.0.6=h848a8c0_0
+ - libdeflate=1.17=h80987f9_1
+ - libedit=3.1.20221030=h80987f9_0
+ - libev=4.33=h1a28f6b_1
+ - libffi=3.4.4=hca03da5_0
+ - libgdal=3.6.2=h50c47ba_1
+ - libgfortran5=11.3.0=h009349e_28
+ - libgfortran=5.0.0=11_3_0_hca03da5_28
+ - libiconv=1.16=h1a28f6b_2
+ - libkml=1.3.0=hc4d7c42_7
+ - libllvm11=11.1.0=h12f7ac0_6
+ - libnetcdf=4.8.1=ha022005_4
+ - libnghttp2=1.52.0=h10c0552_1
+ - libopenblas=0.3.21=h269037a_0
+ - libpng=1.6.39=h80987f9_0
+ - libpq=12.15=h449679c_1
+ - libsodium=1.0.18=h1a28f6b_0
+ - libspatialindex=1.9.3=hc377ac9_0
+ - libspatialite=4.3.0a=h4707d77_23
+ - libssh2=1.10.0=h449679c_2
+ - libtiff=4.5.1=h313beb8_0
+ - libwebp-base=1.3.2=h80987f9_0
+ - libwebp=1.3.2=ha3663a8_0
+ - libxml2=2.10.4=h372ba2a_0
+ - libzip=1.8.0=h0c481fb_0
+ - llvm-openmp=14.0.6=hc6e5704_0
+ - llvmlite=0.37.0=py38h8b39d70_0
+ - locket=1.0.0=py38hca03da5_0
+ - lz4-c=1.9.4=h313beb8_0
+ - mapclassify=2.5.0=py38hca03da5_0
+ - markdown=3.4.1=py38hca03da5_0
+ - markupsafe=2.0.1=py38h1a28f6b_0
+ - matplotlib-base=3.4.2=py38hda4e04e_0
+ - matplotlib-inline=0.1.6=py38hca03da5_0
+ - matplotlib=3.4.2=py38hca03da5_0
+ - mistune=0.8.4=py38h1a28f6b_1000
+ - msgpack-python=1.0.3=py38h525c30c_0
+ - multidict=6.0.2=py38h1a28f6b_0
+ - multipledispatch=0.6.0=py38hca03da5_0
+ - nbclassic=0.5.5=py38hca03da5_0
+ - nbclient=0.5.13=py38hca03da5_0
+ - nbconvert=6.4.4=py38hca03da5_0
+ - nbformat=5.9.2=py38hca03da5_0
+ - ncurses=6.4=h313beb8_0
+ - nest-asyncio=1.5.6=py38hca03da5_0
+ - netcdf4=1.6.2=py38h053bab8_0
+ - networkx=3.1=py38hca03da5_0
+ - notebook-shim=0.2.2=py38hca03da5_0
+ - notebook=6.5.4=py38hca03da5_1
+ - nspr=4.35=h313beb8_0
+ - nss=3.89.1=h313beb8_0
+ - numba=0.54.0=py38hc377ac9_0
+ - numexpr=2.8.4=py38h79ee842_1
+ - numpy-base=1.19.5=py38hdc56644_4
+ - numpy=1.19.5=py38h831b0dc_4
+ - openjpeg=2.3.0=h7a6adac_2
+ - openssl=1.1.1w=h1a28f6b_0
+ - packaging=23.1=py38hca03da5_0
+ - pandas=1.3.5=py38h9197a36_0
+ - partd=1.4.0=py38hca03da5_0
+ - pcre2=10.37=h37e8eca_1
+ - pcre=8.45=hc377ac9_0
+ - pillow=10.0.1=py38h3b245a6_0
+ - pip=23.3=py38hca03da5_0
+ - pixman=0.40.0=h1a28f6b_0
+ - pkgutil-resolve-name=1.3.10=py38hca03da5_0
+ - platformdirs=3.10.0=py38hca03da5_0
+ - pooch=1.7.0=py38hca03da5_0
+ - poppler-data=0.4.11=hca03da5_1
+ - poppler=22.12.0=h52f4003_3
+ - postgresql=12.15=h1ae2815_1
+ - proj=7.2.0=heac154c_1
+ - prometheus_client=0.14.1=py38hca03da5_0
+ - prompt-toolkit=3.0.36=py38hca03da5_0
+ - psutil=5.9.0=py38h1a28f6b_0
+ - pyct=0.5.0=py38hca03da5_0
+ - pygments=2.15.1=py38hca03da5_1
+ - pyopenssl=23.2.0=py38hca03da5_0
+ - pyparsing=3.0.9=py38hca03da5_0
+ - pyproj=3.1.0=py38hfce2bd4_4
+ - pyrsistent=0.18.0=py38h1a28f6b_0
+ - pysocks=1.7.1=py38hca03da5_0
+ - python-fastjsonschema=2.16.2=py38hca03da5_0
+ - python-lmdb=1.4.1=py38h313beb8_0
+ - python-snappy=0.6.0=py38hc377ac9_0
+ - python=3.8.18=hc0d8a6c_0
+ - pytz=2023.3.post1=py38hca03da5_0
+ - pyviz_comms=2.3.0=py38hca03da5_0
+ - pyyaml=6.0.1=py38h80987f9_0
+ - pyzmq=23.2.0=py38hc377ac9_0
+ - qhull=2020.2=h48ca7d4_2
+ - readline=8.2=h1a28f6b_0
+ - requests=2.31.0=py38hca03da5_0
+ - rtree=1.0.1=py38hca03da5_0
+ - scikit-learn=1.2.2=py38h313beb8_0
+ - scipy=1.10.0=py38h9d039d2_0
+ - setuptools=68.0.0=py38hca03da5_0
+ - shapely=2.0.1=py38h9ca3c36_0
+ - snappy=1.1.9=hc377ac9_0
+ - sniffio=1.2.0=py38hca03da5_1
+ - soupsieve=2.5=py38hca03da5_0
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win-64:
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- - async-timeout=3.0.1=py37haa95532_0
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- - brotlipy=0.7.0=py37h2bbff1b_1003
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+ - libbrotlienc=1.0.9=h2bbff1b_7
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- - libtiff=4.2.0=hd0e1b90_0
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- - msys2-conda-epoch=20160418=1
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+ - zlib=1.2.13=h8cc25b3_0
+ - zstd=1.5.5=hd43e919_0
diff --git a/carbon_flux/anaconda-project.yml b/carbon_flux/anaconda-project.yml
index a538e06b1..83f893fd3 100644
--- a/carbon_flux/anaconda-project.yml
+++ b/carbon_flux/anaconda-project.yml
@@ -6,53 +6,50 @@ examples_config:
maintainers:
- jbednar
- jlstevens
+ created: 2018-11-28
labels:
- datashader
- geoviews
user_fields: [examples_config]
-channels: [pyviz, defaults]
+channels: [defaults]
packages: &pkgs
-- python=3.7
-- notebook
-- bokeh
+- python=3.8
+- notebook <7
+- bokeh <2.4
+- dask <2021.10
- colorcet
-- datashader
-- hvplot
-- fastparquet
-- holoviews
-- geoviews
-- param
-- intake
-- s3fs
-- matplotlib
-- pandas=1.2.5
-- python-snappy
+- datashader =0.13.0
+- hvplot =0.7.3
+- fastparquet =0.5.0
+- holoviews =1.14.5
+- geoviews =1.9.1
+- param =1.11.1
+- intake =0.6.2
+- s3fs =2021.7.0
+- matplotlib <3.5
+- pandas <1.4
+- python-snappy =0.6.0
+# Not direct deps but needed for the projects to run
+- numba <0.55
+- numpy <1.21
+- jinja2 <3
+- markupSafe =2.0.1
+- aiobotocore=1.2.2
dependencies: *pkgs
+variables:
+ INTAKE_CACHE_DIR: data
+
commands:
notebook:
notebook: Carbon_Flux.ipynb
- test:
- unix: pytest --nbsmoke-run -k *.ipynb --ignore envs
- windows: pytest --nbsmoke-run -k *.ipynb --ignore envs
- env_spec: test
- lint:
- unix: pytest --nbsmoke-lint -k *.ipynb --ignore envs
- windows: pytest --nbsmoke-lint -k *.ipynb --ignore envs
- env_spec: test
-env_specs:
- default: {}
- test:
- packages: &testpkgs
- - nbsmoke ==0.2.8
- - pytest ==4.4.1
- dependencies: *testpkgs
platforms:
- linux-64
- osx-64
- win-64
+- osx-arm64
diff --git a/carbon_flux/carbon_flux.ipynb b/carbon_flux/carbon_flux.ipynb
index 1639e3ccc..346f05682 100644
--- a/carbon_flux/carbon_flux.ipynb
+++ b/carbon_flux/carbon_flux.ipynb
@@ -4,10 +4,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "# Carbon Flux\n",
- "Written by Jean-Luc Stevens
\n",
- "Created: November 28, 2018
\n",
- "Last updated: June 30, 2020"
+ "# Carbon Flux"
]
},
{
@@ -45,11 +42,11 @@
"\n",
"import holoviews as hv\n",
"\n",
- "import hvplot.pandas\n",
+ "import hvplot.pandas # noqa\n",
"import geoviews.tile_sources as gts\n",
"\n",
"pd.options.display.max_columns = 10\n",
- "hv.extension('bokeh', width=80)"
+ "hv.extension('bokeh')"
]
},
{
@@ -273,7 +270,13 @@
"for i, s3_path in enumerate(s3_paths):\n",
" sys.stdout.write('\\r{}/{}'.format(i+1, len(s3_paths)))\n",
" \n",
- " dd = cat.fluxnet_daily(s3_path=s3_path).to_dask()\n",
+ " try:\n",
+ " dd = cat.fluxnet_daily(s3_path=s3_path).to_dask()\n",
+ " except FileNotFoundError:\n",
+ " try:\n",
+ " dd = cat.fluxnet_daily(s3_path=s3_path.split('/')[-1]).to_dask()\n",
+ " except FileNotFoundError:\n",
+ " continue\n",
" site = dd['site'].cat.categories.item()\n",
" \n",
" if not set(dd.columns) >= set(data_columns):\n",
@@ -838,7 +841,7 @@
"metadata": {},
"outputs": [],
"source": [
- "timeseries_observed_vs_predicted(test_sites[1])"
+ "timeseries_observed_vs_predicted(test_sites[0])"
]
},
{
@@ -1074,9 +1077,22 @@
}
],
"metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
"language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
"name": "python",
- "pygments_lexer": "ipython3"
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.18"
}
},
"nbformat": 4,
diff --git a/carbon_flux/catalog.yml b/carbon_flux/catalog.yml
index bf1b0ca3e..1cd74ff04 100644
--- a/carbon_flux/catalog.yml
+++ b/carbon_flux/catalog.yml
@@ -31,4 +31,4 @@ sources:
header: null
names: ['site', 'lat', 'lon', 'igbp', 'network']
usecols: ['site', 'lat', 'lon', 'igbp']
- storage_options: {'anon': True}
\ No newline at end of file
+ storage_options: {'anon': True}
diff --git a/carbon_flux/thumbnails/carbon_flux.png b/carbon_flux/thumbnails/carbon_flux.png
index f1d424b2a..f0e9765b5 100644
Binary files a/carbon_flux/thumbnails/carbon_flux.png and b/carbon_flux/thumbnails/carbon_flux.png differ
diff --git a/pyproject.toml b/pyproject.toml
index ae8badad4..bea6ef98b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@
# Effectively only catching pyflakes (F) errors, like `F401: module imported but unused`
# All the list of flake8 rules available at https://www.flake8rules.com/
flake8 = [
- "--extend-ignore=E,W,C"
+ "--extend-ignore=E,C,W"
]
[tool.nbqa.exclude]
diff --git a/test_data/carbon_flux/FLX_AU-RDF_FLUXNET2015_FULLSET_DD_2011-2013_1-3.csv b/test_data/carbon_flux/FLX_AU-RDF_FLUXNET2015_FULLSET_DD_2011-2013_1-3.csv
new file mode 100644
index 000000000..730045052
--- /dev/null
+++ b/test_data/carbon_flux/FLX_AU-RDF_FLUXNET2015_FULLSET_DD_2011-2013_1-3.csv
@@ -0,0 +1,1097 @@
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diff --git a/test_data/carbon_flux/FLX_US-Tw1_FLUXNET2015_FULLSET_DD_2012-2014_1-3.csv b/test_data/carbon_flux/FLX_US-Tw1_FLUXNET2015_FULLSET_DD_2012-2014_1-3.csv
new file mode 100644
index 000000000..a92eb5c56
--- /dev/null
+++ b/test_data/carbon_flux/FLX_US-Tw1_FLUXNET2015_FULLSET_DD_2012-2014_1-3.csv
@@ -0,0 +1,1097 @@
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diff --git a/test_data/carbon_flux/allflux_metadata.txt b/test_data/carbon_flux/allflux_metadata.txt
new file mode 100644
index 000000000..b30919cfb
--- /dev/null
+++ b/test_data/carbon_flux/allflux_metadata.txt
@@ -0,0 +1,340 @@
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+US-Ro4,44.678100,-93.072300,GRA,ameriflux
+US-Ro5,44.691000,-93.057600,CRO,ameriflux
+US-Ro6,44.694600,-93.057800,CRO,ameriflux
+US-Rws,43.167500,-116.713200,OSH,ameriflux
+US-SCd,33.651800,-116.372100,BSV,ameriflux
+US-SCf,33.807900,-116.771700,MF,ameriflux
+US-SCg,33.736500,-117.694600,GRA,ameriflux
+US-SCs,33.734300,-117.696000,OSH,ameriflux
+US-SCw,33.604700,-116.452700,OSH,ameriflux
+US-SFP,43.240800,-96.902000,CRO,ameriflux
+US-SO2,33.373800,-116.622800,CSH,ameriflux
+US-SO3,33.377100,-116.622600,CSH,ameriflux
+US-SO4,33.384500,-116.640600,CSH,ameriflux
+US-SP1,29.738100,-82.218800,ENF,ameriflux
+US-SP2,29.764800,-82.244800,ENF,ameriflux
+US-SP3,29.754800,-82.163300,ENF,ameriflux
+US-SP4,29.802800,-82.203200,ENF,ameriflux
+US-Sdh,42.069300,-101.407200,GRA,ameriflux
+US-Seg,34.362300,-106.702000,GRA,ameriflux
+US-Ses,34.334900,-106.744200,OSH,ameriflux
+US-Shd,36.933300,-96.683300,GRA,ameriflux
+US-Skr,25.362900,-81.077600,EBF,ameriflux
+US-Slt,39.913800,-74.596000,DBF,ameriflux
+US-Snd,38.037300,-121.753700,GRA,ameriflux
+US-Sne,38.036900,-121.754700,GRA,ameriflux
+US-Srr,38.200600,-122.026400,WET,ameriflux
+US-SuM,20.798100,-156.454000,CRO,ameriflux
+US-SuS,20.784700,-156.403900,CRO,ameriflux
+US-SuW,20.824600,-156.491300,CRO,ameriflux
+US-Upa,70.281500,-148.884800,WET,ameriflux
+US-Vcm,35.888400,-106.532100,ENF,ameriflux
+US-Vcp,35.864200,-106.596700,ENF,ameriflux
+US-Vcs,35.919300,-106.614200,ENF,ameriflux
+US-WBW,35.958800,-84.287400,DBF,ameriflux
+US-Wdn,40.783800,-106.261800,OSH,ameriflux
+US-Wjs,34.425500,-105.861500,OSH,ameriflux
+US-Wkg,31.736500,-109.941900,GRA,ameriflux
+US-Wlr,37.520800,-96.855000,GRA,ameriflux
+US-Wrc,45.820500,-121.951900,ENF,ameriflux
+AR-SLu,-33.464800,-66.459800,MF,fluxnet
+AR-Vir,-28.239500,-56.188600,ENF,fluxnet
+AT-Neu,47.116700,11.317500,GRA,fluxnet
+AU-ASM,-22.283000,133.249000,ENF,fluxnet
+AU-Ade,-13.076900,131.117800,WSA,fluxnet
+AU-Cpr,-34.002100,140.589100,SAV,fluxnet
+AU-Cum,-33.615200,150.723600,EBF,fluxnet
+AU-DaP,-14.063300,131.318100,GRA,fluxnet
+AU-DaS,-14.159300,131.388100,SAV,fluxnet
+AU-Dry,-15.258800,132.370600,SAV,fluxnet
+AU-Emr,-23.858700,148.474600,GRA,fluxnet
+AU-Fog,-12.545200,131.307200,WET,fluxnet
+AU-GWW,-30.191300,120.654100,SAV,fluxnet
+AU-Gin,-31.376400,115.713800,WSA,fluxnet
+AU-How,-12.494300,131.152300,WSA,fluxnet
+AU-Lox,-34.470400,140.655100,DBF,fluxnet
+AU-RDF,-14.563600,132.477600,WSA,fluxnet
+AU-Rig,-36.649900,145.575900,GRA,fluxnet
+AU-Rob,-17.117500,145.630100,EBF,fluxnet
+AU-Stp,-17.150700,133.350200,GRA,fluxnet
+AU-TTE,-22.287000,133.640000,OSH,fluxnet
+AU-Tum,-35.656600,148.151700,EBF,fluxnet
+AU-Wac,-37.425900,145.187800,EBF,fluxnet
+AU-Whr,-36.673200,145.029400,EBF,fluxnet
+AU-Wom,-37.422200,144.094400,EBF,fluxnet
+AU-Ync,-34.989300,146.290700,GRA,fluxnet
+BE-Bra,51.307600,4.519800,MF,fluxnet
+BE-Lon,50.551600,4.746100,CRO,fluxnet
+BE-Vie,50.305000,5.998100,MF,fluxnet
+BR-Sa1,-2.856700,-54.958900,EBF,fluxnet
+BR-Sa3,-3.018000,-54.971400,EBF,fluxnet
+CA-Gro,48.216700,-82.155600,MF,fluxnet
+CA-Man,55.879600,-98.480800,ENF,fluxnet
+CA-NS1,55.879200,-98.483900,ENF,fluxnet
+CA-NS2,55.905800,-98.524700,ENF,fluxnet
+CA-NS3,55.911700,-98.382200,ENF,fluxnet
+CA-NS4,55.914400,-98.380600,ENF,fluxnet
+CA-NS5,55.863100,-98.485000,ENF,fluxnet
+CA-NS6,55.916700,-98.964400,OSH,fluxnet
+CA-NS7,56.635800,-99.948300,OSH,fluxnet
+CA-Oas,53.628900,-106.197800,DBF,fluxnet
+CA-Obs,53.987200,-105.117800,ENF,fluxnet
+CA-Qfo,49.692500,-74.342100,ENF,fluxnet
+CA-SF1,54.485000,-105.817600,ENF,fluxnet
+CA-SF2,54.253900,-105.877500,ENF,fluxnet
+CA-SF3,54.091600,-106.005300,OSH,fluxnet
+CA-TP1,42.660900,-80.559500,ENF,fluxnet
+CA-TP2,42.774400,-80.458800,ENF,fluxnet
+CA-TP3,42.706800,-80.348300,ENF,fluxnet
+CA-TP4,42.710200,-80.357400,ENF,fluxnet
+CA-TPD,42.635300,-80.557700,DBF,fluxnet
+CG-Tch,-4.289200,11.656400,SAV,fluxnet
+CH-Cha,47.210200,8.410400,GRA,fluxnet
+CH-Dav,46.815300,9.855900,ENF,fluxnet
+CH-Fru,47.115800,8.537800,GRA,fluxnet
+CH-Lae,47.478100,8.365000,MF,fluxnet
+CH-Oe1,47.285800,7.731900,GRA,fluxnet
+CH-Oe2,47.286300,7.734300,CRO,fluxnet
+CN-Cha,42.402500,128.095800,MF,fluxnet
+CN-Cng,44.593400,123.509200,GRA,fluxnet
+CN-Dan,30.497800,91.066400,GRA,fluxnet
+CN-Din,23.173300,112.536100,EBF,fluxnet
+CN-Du2,42.046700,116.283600,GRA,fluxnet
+CN-Du3,42.055100,116.280900,GRA,fluxnet
+CN-Ha2,37.608600,101.326900,WET,fluxnet
+CN-HaM,37.370000,101.180000,GRA,fluxnet
+CN-Qia,26.741400,115.058100,ENF,fluxnet
+CN-Sw2,41.790200,111.897100,GRA,fluxnet
+CZ-BK1,49.502100,18.536900,ENF,fluxnet
+CZ-BK2,49.494400,18.542900,GRA,fluxnet
+CZ-wet,49.024700,14.770400,WET,fluxnet
+DE-Akm,53.866200,13.683400,WET,fluxnet
+DE-Geb,51.100100,10.914300,CRO,fluxnet
+DE-Gri,50.950000,13.512600,GRA,fluxnet
+DE-Hai,51.079200,10.453000,DBF,fluxnet
+DE-Kli,50.893100,13.522400,CRO,fluxnet
+DE-Lkb,49.099600,13.304700,ENF,fluxnet
+DE-Lnf,51.328200,10.367800,DBF,fluxnet
+DE-Obe,50.786700,13.721300,ENF,fluxnet
+DE-RuR,50.621900,6.304100,GRA,fluxnet
+DE-RuS,50.865900,6.447200,CRO,fluxnet
+DE-Seh,50.870600,6.449700,CRO,fluxnet
+DE-SfN,47.806400,11.327500,WET,fluxnet
+DE-Spw,51.892300,14.033700,WET,fluxnet
+DE-Tha,50.962400,13.565200,ENF,fluxnet
+DE-Zrk,53.875900,12.889000,WET,fluxnet
+DK-Eng,55.690500,12.191800,GRA,fluxnet
+DK-Fou,56.484200,9.587200,CRO,fluxnet
+DK-NuF,64.130800,-51.386100,WET,fluxnet
+DK-Sor,55.485900,11.644600,DBF,fluxnet
+DK-ZaF,74.481400,-20.554500,WET,fluxnet
+DK-ZaH,74.473300,-20.550300,GRA,fluxnet
+ES-Amo,36.833600,-2.252300,OSH,fluxnet
+ES-LJu,36.926600,-2.752100,OSH,fluxnet
+ES-LgS,37.097900,-2.965800,OSH,fluxnet
+ES-Ln2,36.969500,-3.475800,OSH,fluxnet
+FI-Hyy,61.847400,24.294800,ENF,fluxnet
+FI-Jok,60.898600,23.513500,CRO,fluxnet
+FI-Let,60.641800,23.959500,ENF,fluxnet
+FI-Lom,67.997200,24.209200,WET,fluxnet
+FI-Sod,67.362400,26.638600,ENF,fluxnet
+FR-Fon,48.476400,2.780100,DBF,fluxnet
+FR-Gri,48.844200,1.951900,CRO,fluxnet
+FR-LBr,44.717100,-0.769300,ENF,fluxnet
+FR-Pue,43.741300,3.595700,EBF,fluxnet
+GF-Guy,5.278800,-52.924900,EBF,fluxnet
+IT-CA1,42.380400,12.026600,DBF,fluxnet
+IT-CA2,42.377200,12.026000,CRO,fluxnet
+IT-CA3,42.380000,12.022200,DBF,fluxnet
+IT-Col,41.849400,13.588100,DBF,fluxnet
+IT-Cp2,41.704300,12.357300,EBF,fluxnet
+IT-Cpz,41.705300,12.376100,EBF,fluxnet
+IT-Isp,45.812600,8.633600,DBF,fluxnet
+IT-La2,45.954200,11.285300,ENF,fluxnet
+IT-Lav,45.956200,11.281300,ENF,fluxnet
+IT-MBo,46.014700,11.045800,GRA,fluxnet
+IT-Noe,40.606200,8.151200,CSH,fluxnet
+IT-PT1,45.200900,9.061000,DBF,fluxnet
+IT-Ren,46.586900,11.433700,ENF,fluxnet
+IT-Ro1,42.408100,11.930000,DBF,fluxnet
+IT-Ro2,42.390300,11.920900,DBF,fluxnet
+IT-SR2,43.732000,10.291000,ENF,fluxnet
+IT-SRo,43.727900,10.284400,ENF,fluxnet
+IT-Tor,45.844400,7.578100,GRA,fluxnet
+JP-MBF,44.386900,142.318600,DBF,fluxnet
+JP-SMF,35.261700,137.078800,MF,fluxnet
+MY-PSO,2.973000,102.306200,EBF,fluxnet
+NL-Hor,52.240400,5.071300,GRA,fluxnet
+NL-Loo,52.166600,5.743600,ENF,fluxnet
+NO-Adv,78.186000,15.923000,WET,fluxnet
+NO-Blv,78.921600,11.831100,SNO,fluxnet
+PA-SPn,9.318100,-79.634600,DBF,fluxnet
+PA-SPs,9.313800,-79.631400,GRA,fluxnet
+RU-Che,68.613000,161.341400,WET,fluxnet
+RU-Cok,70.829100,147.494300,OSH,fluxnet
+RU-Fyo,56.461500,32.922100,ENF,fluxnet
+RU-Ha1,54.725200,90.002200,GRA,fluxnet
+RU-Sam,72.373800,126.495800,GRA,fluxnet
+RU-SkP,62.255000,129.168000,DNF,fluxnet
+RU-Tks,71.594300,128.887800,GRA,fluxnet
+RU-Vrk,67.054700,62.940500,CSH,fluxnet
+SD-Dem,13.282900,30.478300,SAV,fluxnet
+SE-St1,68.354200,19.050300,WET,fluxnet
+SN-Dhr,15.402800,-15.432200,SAV,fluxnet
+US-AR1,36.426700,-99.420000,GRA,fluxnet
+US-AR2,36.635800,-99.597500,GRA,fluxnet
+US-ARM,36.605800,-97.488800,CRO,fluxnet
+US-ARb,35.549700,-98.040200,GRA,fluxnet
+US-ARc,35.546500,-98.040000,GRA,fluxnet
+US-Atq,70.469600,-157.408900,WET,fluxnet
+US-Blo,38.895300,-120.632800,ENF,fluxnet
+US-CRT,41.628500,-83.347100,CRO,fluxnet
+US-Cop,38.090000,-109.390000,GRA,fluxnet
+US-GBT,41.365800,-106.239700,ENF,fluxnet
+US-GLE,41.366500,-106.239900,ENF,fluxnet
+US-Goo,34.254700,-89.873500,GRA,fluxnet
+US-Ha1,42.537800,-72.171500,DBF,fluxnet
+US-IB2,41.840600,-88.241000,GRA,fluxnet
+US-Ivo,68.486500,-155.750300,WET,fluxnet
+US-KS1,28.458300,-80.670900,ENF,fluxnet
+US-KS2,28.608600,-80.671500,CSH,fluxnet
+US-LWW,34.960400,-97.978900,GRA,fluxnet
+US-Lin,36.356600,-119.842300,CRO,fluxnet
+US-Los,46.082700,-89.979200,WET,fluxnet
+US-MMS,39.323200,-86.413100,DBF,fluxnet
+US-Me1,44.579400,-121.500000,ENF,fluxnet
+US-Me2,44.452300,-121.557400,ENF,fluxnet
+US-Me3,44.315400,-121.607800,ENF,fluxnet
+US-Me4,44.499200,-121.622400,ENF,fluxnet
+US-Me5,44.437200,-121.566800,ENF,fluxnet
+US-Me6,44.323300,-121.607800,ENF,fluxnet
+US-Myb,38.049800,-121.765100,WET,fluxnet
+US-NR1,40.032900,-105.546400,ENF,fluxnet
+US-Ne1,41.165100,-96.476600,CRO,fluxnet
+US-Ne2,41.164900,-96.470100,CRO,fluxnet
+US-Ne3,41.179700,-96.439700,CRO,fluxnet
+US-ORv,40.020100,-83.018300,WET,fluxnet
+US-Oho,41.554500,-83.843800,DBF,fluxnet
+US-PFa,45.945900,-90.272300,MF,fluxnet
+US-Prr,65.123700,-147.487600,ENF,fluxnet
+US-SRC,31.908300,-110.839500,OSH,fluxnet
+US-SRG,31.789400,-110.827700,GRA,fluxnet
+US-SRM,31.821400,-110.866100,WSA,fluxnet
+US-Sta,41.396600,-106.802400,OSH,fluxnet
+US-Syv,46.242000,-89.347700,MF,fluxnet
+US-Ton,38.431600,-120.966000,WSA,fluxnet
+US-Tw1,38.107400,-121.646900,WET,fluxnet
+US-Tw2,38.104700,-121.643300,CRO,fluxnet
+US-Tw3,38.115900,-121.646700,CRO,fluxnet
+US-Tw4,38.103000,-121.641400,WET,fluxnet
+US-Twt,38.108700,-121.653000,CRO,fluxnet
+US-UMB,45.559800,-84.713800,DBF,fluxnet
+US-UMd,45.562500,-84.697500,DBF,fluxnet
+US-Var,38.413300,-120.950700,GRA,fluxnet
+US-WCr,45.805900,-90.079900,DBF,fluxnet
+US-WPT,41.464600,-82.996200,WET,fluxnet
+US-Whs,31.743800,-110.052200,OSH,fluxnet
+US-Wi0,46.618800,-91.081400,ENF,fluxnet
+US-Wi1,46.730500,-91.232900,DBF,fluxnet
+US-Wi2,46.686900,-91.152800,ENF,fluxnet
+US-Wi3,46.634700,-91.098700,DBF,fluxnet
+US-Wi4,46.739300,-91.166300,ENF,fluxnet
+US-Wi5,46.653100,-91.085800,ENF,fluxnet
+US-Wi6,46.624900,-91.298200,OSH,fluxnet
+US-Wi7,46.649100,-91.069300,OSH,fluxnet
+US-Wi8,46.722300,-91.252400,DBF,fluxnet
+US-Wi9,46.618800,-91.081400,ENF,fluxnet
+ZA-Kru,-25.019700,31.496900,SAV,fluxnet
+ZM-Mon,-15.437800,23.252800,DBF,fluxnet
diff --git a/test_data/carbon_flux/catalog.yml b/test_data/carbon_flux/catalog.yml
new file mode 100644
index 000000000..a0440623b
--- /dev/null
+++ b/test_data/carbon_flux/catalog.yml
@@ -0,0 +1,34 @@
+sources:
+ fluxnet_daily:
+ driver: csv
+ parameters:
+ s3_path:
+ description: Filename to load
+ type: str
+ default: earth-data/carbon_flux/nee_data_fusion/FLX_AR-SLu_FLUXNET2015_FULLSET_DD_2009-2011_1-3.csv
+ cache:
+ - argkey: urlpath
+ regex: 'earth-data'
+ type: file
+ args:
+ urlpath: '{{CATALOG_DIR}}data/{{ s3_path }}'
+ path_as_pattern: 'FLX_{site}_FLUXNET2015_FULLSET_DD_{}.csv'
+ csv_kwargs:
+ assume_missing: true
+ na_values: [-9999]
+ parse_dates: ['TIMESTAMP']
+ storage_options: {'anon': True}
+
+ fluxnet_metadata:
+ driver: csv
+ cache:
+ - argkey: urlpath
+ regex: 'earth-data'
+ type: file
+ args:
+ urlpath: '{{CATALOG_DIR}}data/allflux_metadata.txt'
+ csv_kwargs:
+ header: null
+ names: ['site', 'lat', 'lon', 'igbp', 'network']
+ usecols: ['site', 'lat', 'lon', 'igbp']
+ storage_options: {'anon': True}