{"id":"esa-cci-lc","type":"Collection","links":[{"rel":"items","type":"application/geo+json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc/items"},{"rel":"parent","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"root","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/"},{"rel":"self","type":"application/json","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/satellite-land-cover.pdf","type":"text/html","title":"ESA CCI license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/licence-to-use-copernicus-products.pdf","type":"text/html","title":"COPERNICUS license"},{"rel":"license","href":"https://cds.climate.copernicus.eu/api/v2/terms/static/vito-proba-v.pdf","type":"text/html","title":"VITO License"},{"rel":"about","href":"https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover","type":"text/html","title":"Product Landing Page"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D5.3.1_PUGS_ICDR_LC_v2.1.x_PRODUCTS_v1.1.pdf","type":"application/pdf","title":"Product user guide for version 2.1"},{"rel":"about","href":"https://datastore.copernicus-climate.eu/documents/satellite-land-cover/D3.3.11-v1.0_PUGS_CDR_LC-CCI_v2.0.7cds_Products_v1.0.1_APPROVED_Ver1.pdf","type":"application/pdf","title":"Product user guide for version 2.0"},{"rel":"cite-as","href":"https://doi.org/10.24381/cds.006f2c9a"},{"rel":"http://www.opengis.net/def/rel/ogc/1.0/queryables","type":"application/schema+json","title":"Queryables","href":"https://planetarycomputer.microsoft.com/api/stac/v1/collections/esa-cci-lc/queryables"},{"rel":"describedby","href":"https://planetarycomputer.microsoft.com/dataset/esa-cci-lc","title":"Human readable dataset overview and reference","type":"text/html"}],"title":"ESA Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)","assets":{"thumbnail":{"href":"https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-thumb.png","type":"image/png","roles":["thumbnail"],"title":"ESA CCI Land Cover COGs Thumbnail"},"geoparquet-items":{"href":"abfs://items/esa-cci-lc.parquet","type":"application/x-parquet","roles":["stac-items"],"title":"GeoParquet STAC items","description":"Snapshot of the collection's STAC items exported to GeoParquet format.","msft:partition_info":{"is_partitioned":false},"table:storage_options":{"account_name":"pcstacitems"}}},"extent":{"spatial":{"bbox":[[-180.0,-90.0,180.0,90.0]]},"temporal":{"interval":[["1992-01-01T00:00:00Z","2020-12-31T23:59:59Z"]]}},"license":"proprietary","sci:doi":"10.24381/cds.006f2c9a","keywords":["Land Cover","ESA","CCI","Global"],"providers":[{"url":"https://vito.be","name":"VITO","roles":["licensor"],"description":"Provides the PROBA-V source data (for v2.0)."},{"url":"https://uclouvain.be","name":"UCLouvain","roles":["producer"],"description":"UCLouvain produces the dataset (v2.1) for the ESA Climate Change Initiative."},{"url":"https://brockmann-consult.de","name":"Brockmann Consult","roles":["processor"],"description":"Brockmann Consult is responsible for the required pre-processing and the distribution of the dataset (v2.1)."},{"url":"http://esa-landcover-cci.org","name":"ESA Climate Change Initiative","roles":["licensor"],"description":"The ESA Climate Change Initiative (CCI) is leading the product creation."},{"url":"https://copernicus.eu","name":"Copernicus","roles":["licensor"],"description":"Hosts the data on the Copernicus Climate Data Store (CDS)."},{"url":"https://planetarycomputer.microsoft.com","name":"Microsoft","roles":["processor","host"]}],"summaries":{"esa_cci_lc:version":["2.0.7cds","2.1.1"]},"description":"The ESA Climate Change Initiative (CCI) [Land Cover dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview) provides consistent global annual land cover maps at 300m spatial resolution from 1992 to 2020. The land cover classes are defined using the United Nations Food and Agriculture Organization's (UN FAO) [Land Cover Classification System](https://www.fao.org/land-water/land/land-governance/land-resources-planning-toolbox/category/details/en/c/1036361/) (LCCS). In addition to the land cover maps, four quality flags are produced to document the reliability of the classification and change detection. \n\nThe data in this Collection have been converted from the [original NetCDF data](https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf) to a set of tiled [Cloud Optimized GeoTIFFs](https://www.cogeo.org/) (COGs).\n","item_assets":{"lccs_class":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"title":"Land Cover Class Defined in the Land Cover Classification System","description":"Land cover class per pixel, defined using the Land Cover Classification System developed by the United Nations Food and Agriculture Organization.","raster:bands":[{"nodata":0,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"no-data","value":0,"no_data":true,"color_hint":"000000","description":"No data"},{"name":"cropland-1","value":10,"color_hint":"FFFF64","description":"Cropland, rainfed"},{"name":"cropland-1a","value":11,"regional":true,"color_hint":"FFFF64","description":"Cropland, rainfed, herbaceous cover"},{"name":"cropland-1b","value":12,"regional":true,"color_hint":"FFFF00","description":"Cropland, rainfed, tree, or shrub cover"},{"name":"cropland-2","value":20,"color_hint":"AAF0F0","description":"Cropland, irrigated or post-flooding"},{"name":"cropland-3","value":30,"color_hint":"DCF064","description":"Mosaic cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%)"},{"name":"natural-veg","value":40,"color_hint":"C8C864","description":"Mosaic natural vegetation (tree, shrub, herbaceous cover) (>50%) / cropland (<50%)"},{"name":"tree-1","value":50,"color_hint":"006400","description":"Tree cover, broadleaved, evergreen, closed to open (>15%)"},{"name":"tree-2","value":60,"color_hint":"00A000","description":"Tree cover, broadleaved, deciduous, closed to open (>15%)"},{"name":"tree-2a","value":61,"regional":true,"color_hint":"00A000","description":"Tree cover, broadleaved, deciduous, closed (>40%)"},{"name":"tree-2b","value":62,"regional":true,"color_hint":"AAC800","description":"Tree cover, broadleaved, deciduous, open (15-40%)"},{"name":"tree-3","value":70,"color_hint":"003C00","description":"Tree cover, needleleaved, evergreen, closed to open (>15%)"},{"name":"tree-3a","value":71,"regional":true,"color_hint":"003C00","description":"Tree cover, needleleaved, evergreen, closed (>40%)"},{"name":"tree-3b","value":72,"regional":true,"color_hint":"005000","description":"Tree cover, needleleaved, evergreen, open (15-40%)"},{"name":"tree-4","value":80,"color_hint":"285000","description":"Tree cover, needleleaved, deciduous, closed to open (>15%)"},{"name":"tree-4a","value":81,"regional":true,"color_hint":"285000","description":"Tree cover, needleleaved, deciduous, closed (>40%)"},{"name":"tree-4b","value":82,"regional":true,"color_hint":"286400","description":"Tree cover, needleleaved, deciduous, open (15-40%)"},{"name":"tree-5","value":90,"color_hint":"788200","description":"Tree cover, mixed leaf type (broadleaved and needleleaved)"},{"name":"tree-shrub","value":100,"color_hint":"8CA000","description":"Mosaic tree and shrub (>50%) / herbaceous cover (<50%)"},{"name":"herbaceous","value":110,"color_hint":"BE9600","description":"Mosaic herbaceous cover (>50%) / tree and shrub (<50%)"},{"name":"shrubland","value":120,"color_hint":"966400","description":"Shrubland"},{"name":"shrubland-a","value":121,"regional":true,"color_hint":"966400","description":"Evergreen shrubland"},{"name":"shrubland-b","value":122,"regional":true,"color_hint":"966400","description":"Deciduous shrubland"},{"name":"grassland","value":130,"color_hint":"FFB432","description":"Grassland"},{"name":"lichens-moses","value":140,"color_hint":"FFDCD2","description":"Lichens and mosses"},{"name":"sparse-veg","value":150,"color_hint":"FFEBAF","description":"Sparse vegetation (tree, shrub, herbaceous cover) (<15%)"},{"name":"sparse-veg-a","value":151,"regional":true,"color_hint":"FFC864","description":"Sparse tree (<15%)"},{"name":"sparse-veg-b","value":152,"regional":true,"color_hint":"FFD278","description":"Sparse shrub (<15%)"},{"name":"sparse-veg-c","value":153,"regional":true,"color_hint":"FFEBAF","description":"Sparse herbaceous cover (<15%)"},{"name":"flooded-tree-1","value":160,"color_hint":"00785A","description":"Tree cover, flooded, fresh or brackish water"},{"name":"flooded-tree-2","value":170,"color_hint":"009678","description":"Tree cover, flooded, saline water"},{"name":"flooded-shrub-herbaceous","value":180,"color_hint":"00DC82","description":"Shrub or herbaceous cover, flooded, fresh/saline/brackish water"},{"name":"urban","value":190,"color_hint":"C31400","description":"Urban areas"},{"name":"bare","value":200,"color_hint":"FFF5D7","description":"Bare areas"},{"name":"bare-a","value":201,"regional":true,"color_hint":"DCDCDC","description":"Consolidated bare areas"},{"name":"bare-b","value":202,"regional":true,"color_hint":"FFF5D7","description":"Unconsolidated bare areas"},{"name":"water","value":210,"color_hint":"0046C8","description":"Water bodies"},{"name":"snow-ice","value":220,"color_hint":"FFFFFF","description":"Permanent snow and ice"}]},"change_count":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Number of Class Changes","description":"Number of years where land cover class changes have occurred, since 1992. 0 for stable, greater than 0 for changes.","raster:bands":[{"sampling":"area","data_type":"uint8","spatial_resolution":300}]},"processed_flag":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land Cover Map Processed Area Flag","description":"Flag to mark areas that could not be classified.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"not_processed","value":0,"description":"Not processed"},{"name":"processed","value":1,"description":"Processed"}]},"observation_count":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Number of Valid Observations","description":"Number of valid satellite observations that have contributed to each pixel's classification.","raster:bands":[{"sampling":"area","data_type":"uint16","spatial_resolution":300}]},"current_pixel_state":{"type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["quality"],"title":"Land Cover Pixel Type Mask","description":"Pixel identification from satellite surface reflectance observations, mainly distinguishing between land, water, and snow/ice.","raster:bands":[{"nodata":255,"sampling":"area","data_type":"uint8","spatial_resolution":300}],"classification:classes":[{"name":"land","value":1,"description":"Clear land"},{"name":"water","value":2,"description":"Clear water"},{"name":"snow","value":3,"description":"Clear snow / ice"},{"name":"cloud","value":4,"description":"Cloud"},{"name":"cloud_shadow","value":5,"description":"Cloud shadow"},{"name":"filled","value":6,"description":"Filled"}]}},"stac_version":"1.0.0","msft:group_id":"esa-cci-lc","msft:container":"esa-cci-lc","stac_extensions":["https://stac-extensions.github.io/classification/v1.1.0/schema.json","https://stac-extensions.github.io/projection/v1.0.0/schema.json","https://stac-extensions.github.io/raster/v1.1.0/schema.json","https://stac-extensions.github.io/scientific/v1.0.0/schema.json","https://stac-extensions.github.io/item-assets/v1.0.0/schema.json"],"msft:storage_account":"landcoverdata","msft:short_description":"Tiled ESA CCI global land cover maps in COG format","msft:region":"westeurope"}