Provider Zhang et al. / LIESMARS (Wuhan) Spatial Coverage Global Spatial Resolution 30 m Temporal Coverage Single years (2015, 2020); change series available (GLC_FCS30D) Period 2015, 2020 (change: 1985–2022) Key variables Fine classification system (30 classes); long-term change (GLC_FCS30D) Access…
Provider Google / WRI / NatGeo Spatial Coverage Global Spatial Resolution 10 m Temporal Coverage Near real-time image collection Period 2015–present Key variables Per-pixel probabilities for 9 classes + label Access URL License/Terms CC BY 4.0 Reliability High API_Endpoint_or_Dataset_ID…
Provider Impact Observatory, Microsoft, Esri Spatial Coverage Global Spatial Resolution 10 m Temporal Coverage Annual Period 2017–2024 Key variables 9-class LULC (annual composites) Access URL License/Terms CC BY 4.0 Reliability High API_Endpoint_or_Dataset_ID io-lulc-annual-v02 (Planetary Computer STAC); AWS Open Data…
Provider Copernicus Global Land Service (EEA/VITO) Spatial Coverage Global Spatial Resolution 100 m Temporal Coverage Annual (epochs) Period 2015–2019 Key variables Discrete land cover + fractional cover layers + change confidence Access URL License/Terms Free & Open (Copernicus Land…
Provider NASA LP DAAC / USGS Spatial Coverage Global Spatial Resolution 500 m Temporal Coverage Annual Period 2001–2024 Key variables Land cover (IGBP/UMD/LAI/BGC/PFT), QA, LCCS layers Access URL MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 |…
Provider ESA WorldCover Consortium Spatial Coverage Global Spatial Resolution 10 m Temporal Coverage Single year Period 2021 Key variables Land cover (11 classes) + input quality Access URL License/Terms CC BY 4.0 Reliability High API_Endpoint_or_Dataset_ID ESA/WorldCover/v200 DOI 10.5281 EarthEngine_ID…
Provider ESA WorldCover Consortium Spatial Coverage Global Spatial Resolution 10 m Temporal Coverage Single year Period 2020 Key variables Land cover (11 classes) + input quality Access URL License/Terms CC BY 4.0 Reliability High API_Endpoint_or_Dataset_ID ESA/WorldCover/v100 DOI 10.5281 EarthEngine_ID…