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}NASA Earthdata CMR2025 · collection
ESA Permafrost Climate Change Initiative (Permafrost_cci): Permafrost active layer thickness for the Northern Hemisphere, v5.0This dataset contains permafrost active layer thickness data produced as part of the European Space Agency's (ESA) Climate Change Initiative (CCI) Permafrost project. It forms part of the second version of their Climate Research Data Package (CRDP v4). It is derived from a thermal model driven and constrained by satellite data. Grid products of CDRP v4 are released in annual files, covering the st
NASA Earthdata CMR2025 · collection
ESA Permafrost Climate Change Initiative (Permafrost_cci): Permafrost Ground Temperature for the Northern Hemisphere, v5.0This dataset contains permafrost ground temperature data produced as part of the European Space Agency's (ESA) Climate Change Initiative (CCI) Permafrost project. It forms part of the second version of their Climate Research Data Package (CRDP v4). It is derived from a thermal model driven and constrained by satellite data. Grid products of CRDP v4 are released in annual files, covering the start
NASA Earthdata CMR2025 · collection
ESA Permafrost Climate Change Initiative (Permafrost_cci): Permafrost extent for the Northern Hemisphere, v5.0This dataset contains permafrost extent data produced as part of the European Space Agency's (ESA) Climate Change Initiative (CCI) Permafrost project. It forms part of the second version of their Climate Research Data Package (CRDP v4). It is derived from a thermal model driven and constrained by satellite data. Grid products of CDRP v4 are released in annual files, covering the start to the end o
NASA Earthdata CMR + NASA Data Portal2025 · Image data
HLS Sentinel-2 Multi-spectral Instrument Vegetation Indices Daily Global 30 m V2.0The Harmonized Landsat and Sentinel-2 (HLS) project provides consistent data products from the Operational Land Imager (OLI) aboard the joint NASA/USGS Landsat 8 and Landsat 9 satellites and the Multi-Spectral Instrument (MSI) aboard Europe’s Copernicus Sentinel-2A, Sentinel-2B, and Sentinel-2C satellites. The combined measurement enables global observations of the land every 1.6 days at 30 meter
NASA Earthdata CMR + NASA Data Portal2024 · Image data
OPERA Land Surface Disturbance Annual from Harmonized Landsat Sentinel-2 product (Version 1)The Observational Products for End-Users from Remote Sensing Analysis ([OPERA](https://www.jpl.nasa.gov/go/opera)) Land Surface Disturbance Annual from Harmonized Landsat Sentinel-2 (HLS) product Version 1 summarizes the [DIST-ALERT](https://doi.org/10.5067/SNWG/OPERA_L3_DIST-ALERT-HLS_V1.001) data product into an annual vegetation disturbance data product. Vegetation disturbance is mapped when th
NASA Earthdata CMR2024 · collection
ESA Lakes Climate Change Initiative (Lakes_cci): Lake products, Version 2.1This dataset contains the Lakes Essential Climate Variable, which is comprised of processed satellite observations at the global scale, over the period 1992-2022, for over 2000 inland water bodies. This dataset was produced by the European Space Agency (ESA) Lakes Climate Change Initiative (Lakes_cci) project. For more information about the Lakes_cci please visit the project website. This is versi
NASA Earthdata CMR + NASA Data Portal2024 · Image data
OPERA Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 product (Version 1)The Observational Products for End-Users from Remote Sensing Analysis ([OPERA](https://www.jpl.nasa.gov/go/opera)) Land Surface Disturbance Alert from Harmonized Landsat Sentinel-2 (HLS) product Version 1 maps vegetation disturbance alerts that are derived from data collected by Landsat 8 and Landsat 9 Operational Land Imager (OLI) and Sentinel-2A, Sentinel-2B, and Sentinel-2C Multi-Spectral Instr
NASA Earthdata CMR + NASA Data Portal2023 · Image data
OPERA Dynamic Surface Water Extent from Harmonized Landsat Sentinel-2 product (Version 1)This dataset contains Level-3 Dynamic OPERA surface water extent product version 1. The data are validated surface water extent observations beginning April 2023. Known issues and caveats on usage are described under Documentation. The input dataset for generating each product is the Harmonized Landsat-8 and Sentinel-2A/B/C (HLS) product version 2.0. HLS products provide surface reflectance (SR) d
NASA Earthdata CMR2022 · collection
ESA WorldCover Sentinel-2 color composite for 2021The ESA WorldCover Sentinel-2 color image is a color image made from images in Blue (B3), Green (B4), Red (B5) and Infrared (B8). It is generated by taking the median composite for 2021. Worldwide coverage at 10 meters is provided per 1 x 1 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover Sentinel-2 color im
NASA Earthdata CMR2022 · collection
ESA WorldCover 10 meter Land Cover Map 2021 on AWSThe ESA WorldCover product is a global land cover map with 11 land cover classes. WorldCover provides worldwide coverage at 10 meters and is provided per 3 x 3 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover product has been produced by a consortium lead by VITO (Belgium) together with Brockmann Consult (Ge
NASA Earthdata CMR2022 · collection
ESA WorldCover 10 meter Land Cover Map 2021The ESA WorldCover product is a global land cover map with 11 land cover classes. WorldCover provides worldwide coverage at 10 meters and is provided per 3 x 3 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover product has been produced by a consortium lead by VITO (Belgium) together with Brockmann Consult (Ge
NASA Earthdata CMR + NASA Data Portal2021 · Image data
HLS Sentinel-2 Multi-spectral Instrument Surface Reflectance Daily Global 30m v2.0The Harmonized Landsat Sentinel-2 (HLS) project provides consistent surface reflectance data from the Operational Land Imager (OLI) aboard the joint NASA/USGS Landsat 8 satellite and the Multi-Spectral Instrument (MSI) aboard Europe’s Copernicus Sentinel-2A, Sentinel-2B, and Sentinel-2C satellites. The combined measurement enables global observations of the land every 1.6 days at 30-meter (m) spat
NASA Earthdata CMR2021 · collection
ESA WorldCover Sentinel-2 yearly SWIR median composite 2020, 10 meter COG formatThe ESA WorldCover Sentinel-2 yearly SWIR median composite is a color image made from images in blue (SWIR B11), green (SWIR B12), red (SWIR B11). It is generated by taking the SWIR timeseries median for 2020, after removing clouds and cloud shadows. Worldwide coverage at 10 meters is provided per 1 x 1 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as
NASA Earthdata CMR2021 · collection
ESA WorldCover 10 meter Land Cover Map 2020 on AWSThe ESA WorldCover product is a global land cover map with 11 land cover classes. WorldCover provides worldwide coverage at 10 meters and is provided per 3 x 3 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover product has been produced by a consortium lead by VITO (Belgium) together with Brockmann Consult (Ge
NASA Earthdata CMR2021 · collection
ESA WorldCover Sentinel-2 yearly SWIR median composite 2021, 10 meter COG formatThe ESA WorldCover Sentinel-2 yearly SWIR median composite is a color image made from images in blue (SWIR B11), green (SWIR B12), red (SWIR B11). It is generated by taking the SWIR timeseries median for 2021, after removing clouds and cloud shadows. Worldwide coverage at 10 meters is provided per 1 x 1 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as
NASA Earthdata CMR2021 · collection
ESA WorldCover Sentinel-2 color composite for 2020The ESA WorldCover Sentinel-2 color image is a color image made from images in Blue (B3), Green (B4), Red (B5) and Infrared (B8). It is generated by taking the median composite for 2020. Worldwide coverage at 10 meters is provided per 1 x 1 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover Sentinel-1 color im
NASA Earthdata CMR2021 · collection
ESA WorldCover Sentinel-2 yearly NDVI percentiles color composite 2021, 10 meter COG formatThe ESA WorldCover Sentinel-2 yearly NDVI percentiles color composite is a color image made from images in blue (NDVI p10), green (NDVI p50), red (NDVI p90). It is generated by taking the NDVI timeseries for 2021, after removing clouds and cloud shadows. From the time series the 10th, 50th and 90th percentiles are computed. Evergreen vegetation will appear bright white, unvegetated surfaces will b
NASA Earthdata CMR2021 · collection
ESA WorldCover 10 meter Land Cover Map 2020The ESA WorldCover product is a global land cover map with 11 land cover classes. WorldCover provides worldwide coverage at 10 meters and is provided per 3 x 3 degree tile. Note that ocean areas and inner ice sheets do not have tiles. Data is provided as Cloud Optimized GeoTIFFs. The ESA WorldCover product has been produced by a consortium lead by VITO (Belgium) together with Brockmann Consult (Ge
NASA Earthdata CMR2021 · collection
ESA WorldCover Sentinel-2 yearly NDVI percentiles color composite 2020, 10 meter COG formatThe ESA WorldCover Sentinel-2 yearly NDVI percentiles color composite is a color image made from images in blue (NDVI p10), green (NDVI p50), red (NDVI p90). It is generated by taking the NDVI timeseries for 2020, after removing clouds and cloud shadows. From the time series the 10th, 50th and 90th percentiles are computed. Evergreen vegetation will appear bright white, unvegetated surfaces will b
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for active cropland per agro-ecological zone - V1The WorldCereal active cropland products provide binary maps for all growing seasons as defined by the WorldCereal global crop calendars, showing where active cropland has been detected. Seasonal active cropland is defined by the WorldCereal system as actively cultivated cropland during a specific growing season. In order for a pixel to be labeled as active during a particular growing season, a fu
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for wintercereals per agro-ecological zone - V1The WorldCereal winter cereals products provide binary maps for the winter cereals growing season as defined by the WorldCereal global crop calendars, showing where cereals are grown. This season describes the main cereals season in a region. Cereals include wheat, barley and rye, which belong to the Triticeae tribe. These crops were grouped together because their spectral signatures and growing s
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for springcereals per agro-ecological zone - V1The WorldCereal spring cereals products provide binary maps for the spring cereals growing season as defined by the WorldCereal global crop calendars, showing where spring cereals are grown. This season describes the spring cereals season in northern latitudes. Spring cereals include wheat, barley and rye, which belong to the Triticeae tribe. These crops were grouped together because their spectra
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for maize per agro-ecological zone - V1The WorldCereal maize products provide binary maps for the maize growing seasons as defined by the WorldCereal global crop calendars, showing where maize is grown. The WorldCereal maize products were generated within the respective annual temporary crops mask.
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for temporary crops per agro-ecological zone - V1The WorldCereal annual temporary crops products identify land used for crops with a less-than-one-year growing cycle which must be newly sown or planted for further production after the harvest. Sugar cane, asparagus and cassava are also considered as temporary crops, despite the fact that they remain in the field for more than one year. The WorldCereal temporary crops products exclude perennial c
NASA Earthdata CMR2021 · collection
ESA WorldCereal products for active irrigation per agro-ecological zone - V1The WorldCereal active irrigation products provide binary maps for all growing seasons as defined by the WorldCereal global crop calendars, showing where active irrigation has been detected. Seasonally actively irrigated cropland is defined by the WorldCereal system as a piece of land that is extensively irrigated during a specific growing season where, without irrigation applied at regular interv