Datasets
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The Wildland Almanac - California
Source CooperativeThe Wildland Almanac - California: a 30 m Landsat-derived time series of California wildland ecosystem properties across forests, shrublands, and grasslands; annual water years...
- JSON
- MD
- TIF
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World Settlement Footprint
Source CooperativeA global, cloud-native GeoZarr dataset for monitoring settlement dynamics at 10 m resolution. Developed through collaboration between the German Aerospace Center (DLR) and...
- JSON
- MD
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Fields of The World (FTW)
Source CooperativeFields of The World (FTW) is a comprehensive benchmark dataset designed to enhance the development of machine learning models for instance segmentation of agricultural field...
- JSON
- MD
- PARQUET
- TIF
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Semantic Segmentation of Crop Type in South Sudan
Source CooperativeThe dataset includes time series of satellite imagery from Sentinel-1, Sentinel-2, and PlanetScope satellites throughout 2016 and 2017. For each tile/chip in the dataset, there...
- JSON
- MD
- NPY
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Agroforestry Tree Species Identification (India, Multimodal)
Source CooperativeThis open dataset supports individual tree species identification in agroforestry settings using multimodal remote-sensing and tree-level metadata. Each example corresponds to a...
- JSON
- MD
- CSV
- TXT
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- GPKG
- MD
- JSON
- PARQUET
- PMTILES
- CSV
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Smithsonian Open Access Archive
Source CooperativeThis repository includes approximately 784 terabytes (8.7 million files) of public domain data from the Smithsonian Institution's Open Access collection. Sourced from more than...
- JPG
- TXT
- ZIP
- GLB
- PNG
- MLX
- MTL
- PLY
- FBX
- GLTF
- XML
- OBJ
- JSON
- HTML
- BIN
- USDZ
- LUA
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- JSON
- MD
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LandCoverNet
Source CooperativeLandCoverNet is a global annual land cover classification training dataset with labels for the multi-spectral satellite imagery from Sentinel-1, Sentinel-2 and Landsat-8...
- JSON
- MD
- TIF
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Field boundaries for Switzerland
Source CooperativeThe cropfields of Switzerland (Nutzungsflächen) are published per administrative subdivision called Canton. Each Canton can use a different license. We carefully selected the...
- JSON
- MD
- PARQUET
- PMTILES
- TXT
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Agroforestry Individual Tree Detection (India, GeoTIFF + COCO)
Source CooperativeThis dataset supports individual tree-crown object detection from high-resolution geospatial image chips in agroforestry and agricultural settings in India. Each release...
- JSON
- MD
- TIFF
- CSV
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Field boundaries for Lower Saxony / Hamburg / Bremen, Germany
Source CooperativeProvides ca. 550,000 official field boundaries from the federal state of Lower Saxony in Germany, which also includes data for the federal city states Hamburg and Bremen. It has...
- JSON
- MD
- PARQUET
- PMTILES
- TXT
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Eyes on the Ground Image Data
Source CooperativeThis is a unique dataset of georeferenced crop images along with labels on input use, crop management, phenology, crop damage, and yields, collected across 8 counties in...
- JSON
- DS_STORE
- GZ
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Reference Field boundaries, The Netherlands
Source CooperativeAgricultural Parcel dataset as provided by the government
- JSON
- MD
- PARQUET
- PMTILES
- TXT
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Crop fields for Slovenia
Source CooperativeThe KRMS dataset includes CAP applications of the last year and discerns around 150 different crop categories.
- JSON
- MD
- PARQUET
- PMTILES
- TXT
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FireSmoke Zarr
Source CooperativeBlueSky Canada's smoke forecast reprocessed into zarr-v3. Code at https://github.com/alukach/firesmoke Viewer at https://alukach.com/firesmoke
- JSON
- MD
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- JSON
- MD
- PARQUET
- 0
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Field boundaries for Thuringia, Germany
Source CooperativeProvides ca. 100,000 official field boundaries from the federal state of Thuringia in Germany. It has been converted to a fiboa GeoParquet file from a file that was provided by...
- JSON
- MD
- PARQUET
- PMTILES
- TXT
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Map of Biodiversity Importance, NatureServe
Source CooperativeDemonstration of generating and serving static raster tiles with GDAL using Map of Biodiversity Importance (MOBI) data from NatureServe, (2022) https://www.natureserve.org/map-...
- TXT
- ZIP
- DBF
- PNG
- TFW
- MD
- TIF
- R
- XML
- PY
- CPG
- JSON
- HTML
- PARQUET
- VRT
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Spain Balearic Islands Crop fields
Source CooperativeThe Geographic Information System of the Common Agricultural Policy of agricultural sites (SIGPAC), allows to identify geographically the enclosures declared by farmers and...
- JSON
- MD
- PARQUET
- PMTILES
- TXT