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  "description": "The GLAD Global Land Cover and Land Use Change dataset quantifies changes in forest extent and height, cropland, built-up lands, surface water, and perennial snow and ice extent from the year 2000 to 2020 at 30-m spatial resolution. The global dataset derived from the GLAD Landsat Analysis Ready Data. Each thematic product was independently derived using state-of-the-art, locally and regionally calibrated machine learning tools. Each thematic layer was validated independently using a statistical sampling. The global dataset is available online, with no charges for access and no restrictions on subsequent redistribution or use, as long as the proper citation is provided as specified by the Creative Commons Attribution License (CC BY). For all questions and comment contact Peter Potapov (potapov@umd.edu).\n\nP.V. Potapov, M.C. Hansen, A.H. Pickens, A. Hernandez-Serna, A. Tyukavina, S. Turubanova, V. Zalles, X. Li, A. Khan, F. Stolle, N. Harris, X.-P. Song, A. Baggett, I. Kommareddy, A. Komareddy (2022).",
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      "title": "GLAD: Annual maps of land cover and land use"
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  "sci:citation": "P.V. Potapov, M.C. Hansen, A.H. Pickens, A. Hernandez-Serna, A. Tyukavina, S. Turubanova, V. Zalles, X. Li, A. Khan, F. Stolle, N. Harris, X.-P. Song, A. Baggett, I. Kommareddy, A. Komareddy (2022).",
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        {
          "value": 14,
          "name": "terra-firma-semi-arid-59-short-vegetation-cover",
          "description": "Semi-arid - 59% short vegetation cover",
          "color_hint": "D0D058",
          "nodata": false
        },
        {
          "value": 15,
          "name": "terra-firma-semi-arid-63-short-vegetation-cover",
          "description": "Semi-arid - 63% short vegetation cover",
          "color_hint": "CDCD50",
          "nodata": false
        },
        {
          "value": 16,
          "name": "terra-firma-semi-arid-67-short-vegetation-cover",
          "description": "Semi-arid - 67% short vegetation cover",
          "color_hint": "CACA48",
          "nodata": false
        },
        {
          "value": 17,
          "name": "terra-firma-semi-arid-71-short-vegetation-cover",
          "description": "Semi-arid - 71% short vegetation cover",
          "color_hint": "C6C63F",
          "nodata": false
        },
        {
          "value": 18,
          "name": "terra-firma-semi-arid-75-short-vegetation-cover",
          "description": "Semi-arid - 75% short vegetation cover",
          "color_hint": "C3C337",
          "nodata": false
        },
        {
          "value": 19,
          "name": "terra-firma-dense-short-vegetation-79-short-vegetation-cover",
          "description": "Dense short vegetation - 79% short vegetation cover",
          "color_hint": "C0C02F",
          "nodata": false
        },
        {
          "value": 20,
          "name": "terra-firma-dense-short-vegetation-83-short-vegetation-cover",
          "description": "Dense short vegetation - 83% short vegetation cover",
          "color_hint": "BDBD27",
          "nodata": false
        },
        {
          "value": 21,
          "name": "terra-firma-dense-short-vegetation-87-short-vegetation-cover",
          "description": "Dense short vegetation - 87% short vegetation cover",
          "color_hint": "B9B91E",
          "nodata": false
        },
        {
          "value": 22,
          "name": "terra-firma-dense-short-vegetation-91-short-vegetation-cover",
          "description": "Dense short vegetation - 91% short vegetation cover",
          "color_hint": "B6B616",
          "nodata": false
        },
        {
          "value": 23,
          "name": "terra-firma-dense-short-vegetation-95-short-vegetation-cover",
          "description": "Dense short vegetation - 95% short vegetation cover",
          "color_hint": "B3B30E",
          "nodata": false
        },
        {
          "value": 24,
          "name": "terra-firma-dense-short-vegetation-100-short-vegetation-cover",
          "description": "Dense short vegetation - 100% short vegetation cover",
          "color_hint": "B0B006",
          "nodata": false
        },
        {
          "value": 25,
          "name": "terra-firma-tree-cover-3m-trees",
          "description": "Tree cover - 3m trees",
          "color_hint": "609C60",
          "nodata": false
        },
        {
          "value": 26,
          "name": "terra-firma-tree-cover-4m-trees",
          "description": "Tree cover - 4m trees",
          "color_hint": "5C985C",
          "nodata": false
        },
        {
          "value": 27,
          "name": "terra-firma-tree-cover-5m-trees",
          "description": "Tree cover - 5m trees",
          "color_hint": "589558",
          "nodata": false
        },
        {
          "value": 28,
          "name": "terra-firma-tree-cover-6m-trees",
          "description": "Tree cover - 6m trees",
          "color_hint": "549254",
          "nodata": false
        },
        {
          "value": 29,
          "name": "terra-firma-tree-cover-7m-trees",
          "description": "Tree cover - 7m trees",
          "color_hint": "508E50",
          "nodata": false
        },
        {
          "value": 30,
          "name": "terra-firma-tree-cover-8m-trees",
          "description": "Tree cover - 8m trees",
          "color_hint": "4C8B4C",
          "nodata": false
        },
        {
          "value": 31,
          "name": "terra-firma-tree-cover-9m-trees",
          "description": "Tree cover - 9m trees",
          "color_hint": "488848",
          "nodata": false
        },
        {
          "value": 32,
          "name": "terra-firma-tree-cover-10m-trees",
          "description": "Tree cover - 10m trees",
          "color_hint": "448544",
          "nodata": false
        },
        {
          "value": 33,
          "name": "terra-firma-tree-cover-11m-trees",
          "description": "Tree cover - 11m trees",
          "color_hint": "408140",
          "nodata": false
        },
        {
          "value": 34,
          "name": "terra-firma-tree-cover-12m-trees",
          "description": "Tree cover - 12m trees",
          "color_hint": "3C7E3C",
          "nodata": false
        },
        {
          "value": 35,
          "name": "terra-firma-tree-cover-13m-trees",
          "description": "Tree cover - 13m trees",
          "color_hint": "387B38",
          "nodata": false
        },
        {
          "value": 36,
          "name": "terra-firma-tree-cover-14m-trees",
          "description": "Tree cover - 14m trees",
          "color_hint": "347834",
          "nodata": false
        },
        {
          "value": 37,
          "name": "terra-firma-tree-cover-15m-trees",
          "description": "Tree cover - 15m trees",
          "color_hint": "317431",
          "nodata": false
        },
        {
          "value": 38,
          "name": "terra-firma-tree-cover-16m-trees",
          "description": "Tree cover - 16m trees",
          "color_hint": "2D712D",
          "nodata": false
        },
        {
          "value": 39,
          "name": "terra-firma-tree-cover-17m-trees",
          "description": "Tree cover - 17m trees",
          "color_hint": "296E29",
          "nodata": false
        },
        {
          "value": 40,
          "name": "terra-firma-tree-cover-18m-trees",
          "description": "Tree cover - 18m trees",
          "color_hint": "256B25",
          "nodata": false
        },
        {
          "value": 41,
          "name": "terra-firma-tree-cover-19m-trees",
          "description": "Tree cover - 19m trees",
          "color_hint": "216721",
          "nodata": false
        },
        {
          "value": 42,
          "name": "terra-firma-tree-cover-20m-trees",
          "description": "Tree cover - 20m trees",
          "color_hint": "1D641D",
          "nodata": false
        },
        {
          "value": 43,
          "name": "terra-firma-tree-cover-21m-trees",
          "description": "Tree cover - 21m trees",
          "color_hint": "196119",
          "nodata": false
        },
        {
          "value": 44,
          "name": "terra-firma-tree-cover-22m-trees",
          "description": "Tree cover - 22m trees",
          "color_hint": "155E15",
          "nodata": false
        },
        {
          "value": 45,
          "name": "terra-firma-tree-cover-23m-trees",
          "description": "Tree cover - 23m trees",
          "color_hint": "115A11",
          "nodata": false
        },
        {
          "value": 46,
          "name": "terra-firma-tree-cover-24m-trees",
          "description": "Tree cover - 24m trees",
          "color_hint": "0D570D",
          "nodata": false
        },
        {
          "value": 47,
          "name": "terra-firma-tree-cover-25m-trees",
          "description": "Tree cover - 25m trees",
          "color_hint": "095409",
          "nodata": false
        },
        {
          "value": 48,
          "name": "terra-firma-tree-cover-25m-trees",
          "description": "Tree cover - >25m trees",
          "color_hint": "065106",
          "nodata": false
        },
        {
          "value": 100,
          "name": "wetland-salt-pan-3-short-vegetation-cover",
          "description": "Salt pan - 3% short vegetation cover",
          "color_hint": "BFC0C0",
          "nodata": false
        },
        {
          "value": 101,
          "name": "wetland-salt-pan-7-short-vegetation-cover",
          "description": "Salt pan - 7% short vegetation cover",
          "color_hint": "B7BDC2",
          "nodata": false
        },
        {
          "value": 102,
          "name": "wetland-sparse-vegetation-11-short-vegetation-cover",
          "description": "Sparse vegetation - 11% short vegetation cover",
          "color_hint": "AFBBC4",
          "nodata": false
        },
        {
          "value": 103,
          "name": "wetland-sparse-vegetation-15-short-vegetation-cover",
          "description": "Sparse vegetation - 15% short vegetation cover",
          "color_hint": "A8B8C6",
          "nodata": false
        },
        {
          "value": 104,
          "name": "wetland-sparse-vegetation-19-short-vegetation-cover",
          "description": "Sparse vegetation - 19% short vegetation cover",
          "color_hint": "A0B6C9",
          "nodata": false
        },
        {
          "value": 105,
          "name": "wetland-sparse-vegetation-23-short-vegetation-cover",
          "description": "Sparse vegetation - 23% short vegetation cover",
          "color_hint": "99B3CB",
          "nodata": false
        },
        {
          "value": 106,
          "name": "wetland-sparse-vegetation-27-short-vegetation-cover",
          "description": "Sparse vegetation - 27% short vegetation cover",
          "color_hint": "91B1CD",
          "nodata": false
        },
        {
          "value": 107,
          "name": "wetland-sparse-vegetation-31-short-vegetation-cover",
          "description": "Sparse vegetation - 31% short vegetation cover",
          "color_hint": "89AFD0",
          "nodata": false
        },
        {
          "value": 108,
          "name": "wetland-sparse-vegetation-35-short-vegetation-cover",
          "description": "Sparse vegetation - 35% short vegetation cover",
          "color_hint": "82ACD2",
          "nodata": false
        },
        {
          "value": 109,
          "name": "wetland-sparse-vegetation-39-short-vegetation-cover",
          "description": "Sparse vegetation - 39% short vegetation cover",
          "color_hint": "7AAAD4",
          "nodata": false
        },
        {
          "value": 110,
          "name": "wetland-sparse-vegetation-43-short-vegetation-cover",
          "description": "Sparse vegetation - 43% short vegetation cover",
          "color_hint": "73A7D6",
          "nodata": false
        },
        {
          "value": 111,
          "name": "wetland-sparse-vegetation-47-short-vegetation-cover",
          "description": "Sparse vegetation - 47% short vegetation cover",
          "color_hint": "6BA5D9",
          "nodata": false
        },
        {
          "value": 112,
          "name": "wetland-sparse-vegetation-51-short-vegetation-cover",
          "description": "Sparse vegetation - 51% short vegetation cover",
          "color_hint": "64A3DB",
          "nodata": false
        },
        {
          "value": 113,
          "name": "wetland-sparse-vegetation-55-short-vegetation-cover",
          "description": "Sparse vegetation - 55% short vegetation cover",
          "color_hint": "5CA0DD",
          "nodata": false
        },
        {
          "value": 114,
          "name": "wetland-sparse-vegetation-59-short-vegetation-cover",
          "description": "Sparse vegetation - 59% short vegetation cover",
          "color_hint": "549EE0",
          "nodata": false
        },
        {
          "value": 115,
          "name": "wetland-sparse-vegetation-63-short-vegetation-cover",
          "description": "Sparse vegetation - 63% short vegetation cover",
          "color_hint": "4D9BE2",
          "nodata": false
        },
        {
          "value": 116,
          "name": "wetland-sparse-vegetation-67-short-vegetation-cover",
          "description": "Sparse vegetation - 67% short vegetation cover",
          "color_hint": "4599E4",
          "nodata": false
        },
        {
          "value": 117,
          "name": "wetland-sparse-vegetation-71-short-vegetation-cover",
          "description": "Sparse vegetation - 71% short vegetation cover",
          "color_hint": "3E96E6",
          "nodata": false
        },
        {
          "value": 118,
          "name": "wetland-sparse-vegetation-75-short-vegetation-cover",
          "description": "Sparse vegetation - 75% short vegetation cover",
          "color_hint": "3694E9",
          "nodata": false
        },
        {
          "value": 119,
          "name": "wetland-dense-short-vegetation-79-short-vegetation-cover",
          "description": "Dense short vegetation - 79% short vegetation cover",
          "color_hint": "2E92EB",
          "nodata": false
        },
        {
          "value": 120,
          "name": "wetland-dense-short-vegetation-83-short-vegetation-cover",
          "description": "Dense short vegetation - 83% short vegetation cover",
          "color_hint": "278FED",
          "nodata": false
        },
        {
          "value": 121,
          "name": "wetland-dense-short-vegetation-87-short-vegetation-cover",
          "description": "Dense short vegetation - 87% short vegetation cover",
          "color_hint": "1F8DF0",
          "nodata": false
        },
        {
          "value": 122,
          "name": "wetland-dense-short-vegetation-91-short-vegetation-cover",
          "description": "Dense short vegetation - 91% short vegetation cover",
          "color_hint": "188AF2",
          "nodata": false
        },
        {
          "value": 123,
          "name": "wetland-dense-short-vegetation-95-short-vegetation-cover",
          "description": "Dense short vegetation - 95% short vegetation cover",
          "color_hint": "1088F4",
          "nodata": false
        },
        {
          "value": 124,
          "name": "wetland-dense-short-vegetation-100-short-vegetation-cover",
          "description": "Dense short vegetation - 100% short vegetation cover",
          "color_hint": "0986F7",
          "nodata": false
        },
        {
          "value": 125,
          "name": "wetland-tree-cover-3m-trees",
          "description": "Tree cover - 3m trees",
          "color_hint": "55A5A5",
          "nodata": false
        },
        {
          "value": 126,
          "name": "wetland-tree-cover-4m-trees",
          "description": "Tree cover - 4m trees",
          "color_hint": "53A1A2",
          "nodata": false
        },
        {
          "value": 127,
          "name": "wetland-tree-cover-5m-trees",
          "description": "Tree cover - 5m trees",
          "color_hint": "519E9F",
          "nodata": false
        },
        {
          "value": 128,
          "name": "wetland-tree-cover-6m-trees",
          "description": "Tree cover - 6m trees",
          "color_hint": "4F9B9C",
          "nodata": false
        },
        {
          "value": 129,
          "name": "wetland-tree-cover-7m-trees",
          "description": "Tree cover - 7m trees",
          "color_hint": "4D989A",
          "nodata": false
        },
        {
          "value": 130,
          "name": "wetland-tree-cover-8m-trees",
          "description": "Tree cover - 8m trees",
          "color_hint": "4B9597",
          "nodata": false
        },
        {
          "value": 131,
          "name": "wetland-tree-cover-9m-trees",
          "description": "Tree cover - 9m trees",
          "color_hint": "499294",
          "nodata": false
        },
        {
          "value": 132,
          "name": "wetland-tree-cover-10m-trees",
          "description": "Tree cover - 10m trees",
          "color_hint": "478F91",
          "nodata": false
        },
        {
          "value": 133,
          "name": "wetland-tree-cover-11m-trees",
          "description": "Tree cover - 11m trees",
          "color_hint": "458B8F",
          "nodata": false
        },
        {
          "value": 134,
          "name": "wetland-tree-cover-12m-trees",
          "description": "Tree cover - 12m trees",
          "color_hint": "43888C",
          "nodata": false
        },
        {
          "value": 135,
          "name": "wetland-tree-cover-13m-trees",
          "description": "Tree cover - 13m trees",
          "color_hint": "418589",
          "nodata": false
        },
        {
          "value": 136,
          "name": "wetland-tree-cover-14m-trees",
          "description": "Tree cover - 14m trees",
          "color_hint": "3F8286",
          "nodata": false
        },
        {
          "value": 137,
          "name": "wetland-tree-cover-15m-trees",
          "description": "Tree cover - 15m trees",
          "color_hint": "3D7F84",
          "nodata": false
        },
        {
          "value": 138,
          "name": "wetland-tree-cover-16m-trees",
          "description": "Tree cover - 16m trees",
          "color_hint": "3B7C81",
          "nodata": false
        },
        {
          "value": 139,
          "name": "wetland-tree-cover-17m-trees",
          "description": "Tree cover - 17m trees",
          "color_hint": "39797E",
          "nodata": false
        },
        {
          "value": 140,
          "name": "wetland-tree-cover-18m-trees",
          "description": "Tree cover - 18m trees",
          "color_hint": "37767B",
          "nodata": false
        },
        {
          "value": 141,
          "name": "wetland-tree-cover-19m-trees",
          "description": "Tree cover - 19m trees",
          "color_hint": "357279",
          "nodata": false
        },
        {
          "value": 142,
          "name": "wetland-tree-cover-20m-trees",
          "description": "Tree cover - 20m trees",
          "color_hint": "336F76",
          "nodata": false
        },
        {
          "value": 143,
          "name": "wetland-tree-cover-21m-trees",
          "description": "Tree cover - 21m trees",
          "color_hint": "316C73",
          "nodata": false
        },
        {
          "value": 144,
          "name": "wetland-tree-cover-22m-trees",
          "description": "Tree cover - 22m trees",
          "color_hint": "2F6970",
          "nodata": false
        },
        {
          "value": 145,
          "name": "wetland-tree-cover-23m-trees",
          "description": "Tree cover - 23m trees",
          "color_hint": "2D666E",
          "nodata": false
        },
        {
          "value": 146,
          "name": "wetland-tree-cover-24m-trees",
          "description": "Tree cover - 24m trees",
          "color_hint": "2B636B",
          "nodata": false
        },
        {
          "value": 147,
          "name": "wetland-tree-cover-25m-trees",
          "description": "Tree cover - 25m trees",
          "color_hint": "296068",
          "nodata": false
        },
        {
          "value": 148,
          "name": "wetland-tree-cover-25m-trees",
          "description": "Tree cover - >25m trees",
          "color_hint": "285D66",
          "nodata": false
        },
        {
          "value": 200,
          "name": "open-surface-water-open-surface-water-20-29-of-year",
          "description": "Open surface water - 20-29% of year",
          "color_hint": "1964EB",
          "nodata": false
        },
        {
          "value": 201,
          "name": "open-surface-water-open-surface-water-30-39-of-year",
          "description": "Open surface water - 30-39% of year",
          "color_hint": "1555E4",
          "nodata": false
        },
        {
          "value": 202,
          "name": "open-surface-water-open-surface-water-40-49-of-year",
          "description": "Open surface water - 40-49% of year",
          "color_hint": "1147DD",
          "nodata": false
        },
        {
          "value": 203,
          "name": "open-surface-water-open-surface-water-50-59-of-year",
          "description": "Open surface water - 50-59% of year",
          "color_hint": "0E39D6",
          "nodata": false
        },
        {
          "value": 204,
          "name": "open-surface-water-open-surface-water-60-69-of-year",
          "description": "Open surface water - 60-69% of year",
          "color_hint": "0A2ACF",
          "nodata": false
        },
        {
          "value": 205,
          "name": "open-surface-water-open-surface-water-70-79-of-year",
          "description": "Open surface water - 70-79% of year",
          "color_hint": "071CC8",
          "nodata": false
        },
        {
          "value": 206,
          "name": "open-surface-water-open-surface-water-80-89-of-year",
          "description": "Open surface water - 80-89% of year",
          "color_hint": "030EC1",
          "nodata": false
        },
        {
          "value": 207,
          "name": "open-surface-water-open-surface-water-90-100-of-year",
          "description": "Open surface water - 90-100% of year",
          "color_hint": "0000BA",
          "nodata": false
        },
        {
          "value": 241,
          "name": "snow-ice-snow-ice",
          "description": "Snow/ice",
          "color_hint": "ffffff",
          "nodata": false
        },
        {
          "value": 244,
          "name": "cropland-cropland",
          "description": "Cropland",
          "color_hint": "ff7d00",
          "nodata": false
        },
        {
          "value": 250,
          "name": "built-up-built-up",
          "description": "Built-up",
          "color_hint": "64dcdc",
          "nodata": false
        },
        {
          "value": 254,
          "name": "ocean-ocean",
          "description": "Ocean",
          "color_hint": "111133",
          "nodata": false
        },
        {
          "value": 255,
          "name": "no-data-no-data",
          "description": "No data",
          "nodata": true
        }
      ],
      "type": "image/tiff; application=geotiff"
    }
  },
  "title": "GLAD: Annual maps of land cover and land use",
  "extent": {
    "spatial": {
      "bbox": [
        [
          -80.0,
          30.0,
          -70.0,
          40.0
        ]
      ]
    },
    "temporal": {
      "interval": [
        [
          "2000-01-01T00:00:00Z",
          "2000-01-01T00:00:00Z"
        ]
      ]
    }
  },
  "license": "CC-BY-4.0",
  "keywords": [
    "land cover",
    "land use",
    "land use change",
    "vegetation",
    "surface water"
  ],
  "providers": [
    {
      "name": "University of Maryland Global Land Analysis & Discovery laboratory (GLAD)",
      "roles": [
        "licensor",
        "host",
        "producer"
      ],
      "url": "https://glad.umd.edu/dataset/GLCLUC2020"
    }
  ],
  "assets": {
    "thumbnail": {
      "href": "https://glad.umd.edu/sites/default/files/styles/projects/public/datasets_glulc.jpg?itok=bxS-HPMi",
      "type": "image/jpeg",
      "title": "Thumbnail",
      "roles": [
        "thumbnail"
      ]
    }
  }
}