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reflectance and surface temperature for Landsat 4–9, globally consistent analysis-ready data.","tasking":false,"tier":"preprocessed","title":"Landsat Collection 2 Level-2 Surface Reflectance & Temperature"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary official NASA discovery portal.","url":"https://search.earthdata.nasa.gov/"},{"collection":"la-fires-frp","kind":"stac-api","notes":"NASA VEDA STAC API","url":"https://openveda.cloud/api/stac"},{"collection":"la-fires-parcels","kind":"stac-api","notes":"NASA VEDA STAC API","url":"https://openveda.cloud/api/stac"},{"collection":"la-fires-HLS","kind":"stac-api","notes":"NASA VEDA STAC API","url":"https://openveda.cloud/api/stac"}],"all_weather":false,"bbox":[-119.2,33.3,-118.0,34.3],"category":"events","end":"2025-01-14","formats":["COG","GeoJSON"],"gsd_m":30.0,"id":"veda-la-fires-2025","instruments":["Multiple"],"keywords":["wildfire","damage assessment","Los 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Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://landsatlook.usgs.gov/stac-server/collections/landsat-c2l2-st"},{"collection":"landsat-c2l2-st","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-09-30. Native license: https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/atoms/files/Landsat_Data_Policy.pdf. Follow every continuation for the complete search; nominal extent is not observed coverage.","url":"https://landsatlook.usgs.gov/stac-server"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","GeoTIFF"],"gsd_m":30.0,"id":"usgs-landsat-surface-temperature","instruments":["TM","ETM+","TIRS"],"keywords":["earth-observation","primary-source","stac","thermal","landsat-c2l2-st"],"latency_hours":null,"level":"L2","license":"us-public-domain","modalities":["thermal"],"night":true,"platforms":["Landsat 4–9"],"pricing":null,"provider":"usgs","provider_name":"U.S. Geological Survey","revisit_hours":null,"score":1.0,"start":"1982-08-22","summary":"USGS Landsat surface-temperature scenes with atmospheric and emissivity auxiliary layers. Thermal source resolution differs from the output grid.","tasking":false,"tier":"product","title":"Landsat Collection 2 Level-2 UTM Surface Temperature (ST) Product"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Product-specific citation and licensing requirements apply.","url":"https://www.usgs.gov/landsat-missions/spatiotemporal-asset-catalog-stac"},{"collection":"landsat-c2ard-st","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-09-30. Native license: https://d9-wret.s3.us-west-2.amazonaws.com/assets/palladium/production/s3fs-public/atoms/files/Landsat_Data_Policy.pdf. Follow continuations for additional artifacts; collection extent is not observed coverage.","url":"https://landsatlook.usgs.gov/stac-server"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","GeoTIFF"],"gsd_m":30.0,"id":"usgs-landsat-ard-temperature","instruments":["TM","ETM+","OLI","TIRS"],"keywords":["earth-observation","primary-source","stac","landsat-c2ard-st","thermal"],"latency_hours":null,"level":"L2","license":"us-public-domain","modalities":["thermal"],"night":true,"platforms":["LANDSAT_4","LANDSAT_5","LANDSAT_7","LANDSAT_8","LANDSAT_9"],"pricing":null,"provider":"usgs","provider_name":"U.S. Geological Survey","revisit_hours":null,"score":1.0,"start":"1982-08-22","summary":"Gridded Landsat analysis-ready surface temperature observations, with quality and uncertainty assets.","tasking":false,"tier":"product","title":"Landsat Collection 2 Analysis Ready Data (ARD) Level-2 UTM Surface Temperature (ST) Product"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery.","url":"https://www.usgs.gov/landsat-missions/spatiotemporal-asset-catalog-stac"},{"collection":"landsat-c2ard-bt","kind":"stac-api","notes":"Verified populated publisher collection. Native geometry locates artifacts; embedded file coordinates are not enumerated automatically.","url":"https://landsatlook.usgs.gov/stac-server"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":30.0,"id":"usgs-landsat-ard-brightness-temperature","instruments":["TM","ETM+","TIRS"],"keywords":["earth-observation","primary-source","stac","landsat-c2ard-bt"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":false,"platforms":["LANDSAT_4","LANDSAT_5","LANDSAT_7","LANDSAT_8","LANDSAT_9"],"pricing":null,"provider":"usgs","provider_name":"U.S. Geological Survey","revisit_hours":null,"score":1.0,"start":"1982-08-22","summary":"Landsat Collection 2 ARD top-of-atmosphere at-sensor brightness temperature in Kelvin on 30 m product grids. This is not atmospherically corrected surface temperature; thermal native sensor resolutions differ. Native artifact geometry is connected and indexed; catalog bounds are nominal scope, not complete observed coverage. Publisher quality, attribution and download authentication apply.","tasking":false,"tier":"preprocessed","title":"Landsat Collection 2 Analysis Ready Data (ARD) Level-2 UTM Top of Atmosphere Brightness Temperature (BT) Product"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary official discovery portal. Search by the collection title or product short name; sign-in and product-specific access requirements may apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L2_LSTE_002","kind":"stac-api","notes":"Official Earthdata ECOSTRESS swath, tiled or gridded temperature/emissivity artifact geometry; product versions remain distinct.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"collection":"ECO_L2T_LSTE_002","kind":"stac-api","notes":"Official Earthdata ECOSTRESS swath, tiled or gridded temperature/emissivity artifact geometry; product versions remain distinct.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"collection":"ECO_L2T_LSTE_003","kind":"stac-api","notes":"Official Earthdata ECOSTRESS swath, tiled or gridded temperature/emissivity artifact geometry; product versions remain distinct.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"collection":"ECO_L2G_LSTE_002","kind":"stac-api","notes":"Official Earthdata ECOSTRESS swath, tiled or gridded temperature/emissivity artifact geometry; product versions remain distinct.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"collection":"ECO_L2G_LSTE_003","kind":"stac-api","notes":"Official Earthdata ECOSTRESS swath, tiled or gridded temperature/emissivity artifact geometry; product versions remain distinct.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bands":5,"bbox":[-180.0,-52.0,180.0,52.0],"category":"imagery","end":null,"formats":["COG","HDF5"],"gsd_m":70.0,"id":"ecostress-lst","instruments":["ECOSTRESS"],"keywords":["LST","evapotranspiration","urban heat","drought"],"latency_hours":72.0,"level":"L2","license":"us-public-domain","modalities":["thermal"],"night":true,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":96.0,"score":1.0,"spectral_range":"8–12.5 µm","start":"2018-07-09","summary":"70 m thermal infrared LST and emissivity from the ISS at varying times of day, sensitive to plant water stress and urban heat.","tasking":false,"tier":"product","title":"ECOSTRESS Land Surface Temperature"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L2T_LSTE_003","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Public metadata license: CC0-1.0. Product citation, quality and Earthdata download authentication apply. Granule footprints are distinct from pixel geolocation inside assets.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-temperature-v3","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-temperature-v3","ECO_L2T_LSTE_003"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-09","summary":"70 m ECOSTRESS Version 3 land surface temperature and emissivity tiles. Cloud, water and quality layers accompany observations; historical acquisition gaps and ISS obstruction flags apply. These are Earth observation retrievals, not weather forecasts or terrain products. Nominal archive bounds do not guarantee valid pixels or continuous observations.","tasking":false,"tier":"preprocessed","title":"ECOSTRESS Tiled Land Surface Temperature and Emissivity Instantaneous L2 Global 70 m V003"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L3T_JET_003","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Public metadata license: CC0-1.0. Product citation, quality and Earthdata download authentication apply. Granule footprints are distinct from pixel geolocation inside assets.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-evapotranspiration-v3","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-evapotranspiration-v3","ECO_L3T_JET_003"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal","hydrology"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-09","summary":"70 m ECOSTRESS Version 3 evapotranspiration estimates using the publisher PT-JPL-SM workflow, with instantaneous/daytime variables and uncertainty and quality layers. These are Earth observation retrievals, not weather forecasts or terrain products. Nominal archive bounds do not guarantee valid pixels or continuous observations.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Evapotranspiration PT-JPL Instantaneous and Daytime L3 Global 70 m v003"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L4T_ESI_003","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Public metadata license: CC0-1.0. Product citation, quality and Earthdata download authentication apply. Granule footprints are distinct from pixel geolocation inside assets.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-evaporative-stress-v3","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-evaporative-stress-v3","ECO_L4T_ESI_003"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal","hydrology"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-09","summary":"70 m ECOSTRESS Version 3 evaporative stress index derived from modeled actual and potential evapotranspiration. Publisher masks, model assumptions and historical gaps apply. These are Earth observation retrievals, not weather forecasts or terrain products. Nominal archive bounds do not guarantee valid pixels or continuous observations.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Evaporative Stress Index PT-JPL Instantaneous L4 Global 70 m v003"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L4T_WUE_003","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Public metadata license: CC0-1.0. Product citation, quality and Earthdata download authentication apply. Granule footprints are distinct from pixel geolocation inside assets.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-water-use-v3","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-water-use-v3","ECO_L4T_WUE_003"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal","hydrology"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-09","summary":"70 m ECOSTRESS Version 3 water use efficiency and gross primary production estimates with cloud and water masks. Publisher model and quality definitions apply. These are Earth observation retrievals, not weather forecasts or terrain products. Nominal archive bounds do not guarantee valid pixels or continuous observations.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Water Use Efficiency Instantaneous L4 Global 70 m v003"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L3T_SM_002","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow acquisition intervals, quality documentation and Earthdata download requirements. Publisher granule footprints locate artifacts; nested asset features are separate.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-soil-moisture","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-soil-moisture","ECO_L3T_SM_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal","soil"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-10","summary":"70 m soil moisture estimates downscaled from GEOS-5 using ECOSTRESS temperature, vegetation and albedo. This is a derived estimate rather than direct 70 m moisture sensing. Some 2023 granules lack the publisher cloud layer. Publisher quality, acquisition gaps and download authentication requirements apply. Native archive extent is nominal scope rather than complete valid coverage. This is not a terrain grid.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Downscaled Soil Moisture Instantaneous L3 Global 70 m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L3T_MET_002","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow acquisition intervals, quality documentation and Earthdata download requirements. Publisher granule footprints locate artifacts; nested asset features are separate.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-meteorology","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-meteorology","ECO_L3T_MET_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal","atmospheric"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-10","summary":"70 m near-surface air temperature and humidity estimates downscaled from GEOS-5 with Earth observation predictors. These are instantaneous estimates, not future weather predictions. Publisher quality, acquisition gaps and download authentication requirements apply. Native archive extent is nominal scope rather than complete valid coverage. This is not a terrain grid.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Downscaled Meteorology Instantaneous L3 Global 70 m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"ECO_L3T_SEB_002","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow acquisition intervals, quality documentation and Earthdata download requirements. Publisher granule footprints locate artifacts; nested asset features are separate.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-54.0,180.0,54.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":70.0,"id":"nasa-ecostress-surface-energy","instruments":["ECOSTRESS"],"keywords":["earth-observation","primary-source","stac","ecostress-surface-energy","ECO_L3T_SEB_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":false,"platforms":["ISS"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-07-10","summary":"70 m incoming and net surface radiation estimates aligned with daytime ECOSTRESS overpasses. Publisher model assumptions apply; some 2023 granules lack the cloud layer. Publisher quality, acquisition gaps and download authentication requirements apply. Native archive extent is nominal scope rather than complete valid coverage. This is not a terrain grid.","tasking":false,"tier":"product","title":"ECOSTRESS Tiled Surface Energy Balance Instantaneous L3 Global 70 m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"AST_05_004","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow publisher band availability, quality and geolocation caveats. Artifact footprints do not enumerate locations contained within files.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-83.0,180.0,83.0],"category":"imagery","end":"2026-01-16","formats":["STAC","GeoTIFF"],"gsd_m":90.0,"id":"nasa-aster-emissivity-v4","instruments":["ASTER"],"keywords":["earth-observation","primary-source","stac","aster-emissivity-v4","AST_05_004"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["Terra"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2000-03-04","summary":"Historical ASTER surface emissivity from five thermal bands at 90 m. Thermal acquisitions ended in January 2026. Publisher quality planes and antimeridian-coordinate caveats apply. Publisher quality, licensing and download authentication apply. Catalog extents are nominal scope, not complete observed coverage. ","tasking":false,"tier":"preprocessed","title":"ASTER L2 Surface Emissivity V004"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"AST_08_004","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow publisher band availability, quality and geolocation caveats. Artifact footprints do not enumerate locations contained within files.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":"2026-01-16","formats":["STAC","GeoTIFF"],"gsd_m":90.0,"id":"nasa-aster-temperature-v4","instruments":["ASTER"],"keywords":["earth-observation","primary-source","stac","aster-temperature-v4","AST_08_004"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["Terra"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2000-03-04","summary":"Historical ASTER surface kinetic temperature from thermal observations at 90 m. Thermal acquisitions ended in January 2026. Publisher quality planes and antimeridian-coordinate caveats apply. Publisher quality, licensing and download authentication apply. Catalog extents are nominal scope, not complete observed coverage. ","tasking":false,"tier":"preprocessed","title":"ASTER L2 Surface Kinetic Temperature V004"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_eta_global_300m_10daily_v1_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Preserve acquisition intervals, publication timestamps and quality assets.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-65.0,179.9999999,85.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":300.0,"id":"cdse-clms-eta","instruments":["olci","slstr"],"keywords":["earth-observation","primary-source","stac","eta","clms_eta_global_300m_10daily_v1_cog"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal","hydrology"],"night":false,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2025-11-01","summary":"Provides actual evapotranspiration, soil evaporation and canopy transpiration with some quality indicators. Estimates are provided for two evapotranspiration schemes and an Ensemble of models. The 10-daily estimates are available at global scale in the spatial resolution of 300 m from November 2025 to present, derived from Sentinel-3 OLCI and SLSTR data. Product quality, uncertainty and observation-count assets must be interpreted with the estimates. These products are not terrain elevations or weather forecasts; production cadence does not guarantee continuous real-time availability.","tasking":false,"tier":"preprocessed","title":"CLMS Evapotranspiration (ETA) Global 300m 10-daily V1 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_hf_global_300m_daily_v1_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Preserve acquisition intervals, publication timestamps and quality assets.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-65.0,179.9999999,85.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":300.0,"id":"cdse-clms-hf","instruments":["olci","slstr"],"keywords":["earth-observation","primary-source","stac","hf","clms_hf_global_300m_daily_v1_cog"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal","hydrology"],"night":false,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2025-11-01","summary":"Provides latent and sensible heat fluxes with one auxiliary information. Estimates are provided for each Sentinel-3 overpass in near real time at global scale in the spatial resolution of about 300 m from November 2025 onwards. Product quality, uncertainty and observation-count assets must be interpreted with the estimates. These products are not terrain elevations or weather forecasts; production cadence does not guarantee continuous real-time availability.","tasking":false,"tier":"preprocessed","title":"CLMS Heat Flux (HF) Global 300m daily V1 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_ba_global_300m_monthly_v4_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Native footprint geometry and acquisition intervals are retained.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-59.9985119,179.9985119,80.0014881],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":300.0,"id":"cdse-clms-burned-area-monthly","instruments":["olci","slstr"],"keywords":["earth-observation","primary-source","stac","burned-area-monthly","clms_ba_global_300m_monthly_v4_cog"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["optical","thermal"],"night":false,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2018-07-01","summary":"Maps burn scars, surfaces which have been sufficiently affected by fire to display significant changes in the vegetation cover (destruction of dry material, reduction or loss of green material) and in the ground surface (temporarily darker because of ash). In addition to the date of burn, the Burnt Areas version 4.0 provides the burnt fraction of the pixel. Monthly datasets are available at global scale, in the spatial resolution of 300 m, and with a time lag of few months. They cover the period from July 2018 to present. These are mapped products or observation time series, not weather forecasts or terrain height grids. Published archive extent and cadence do not guarantee valid pixels everywhere or continuous real-time observations.","tasking":false,"tier":"preprocessed","title":"CLMS Burnt Area (BA) Global 300m monthly V4 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary official discovery portal. Search by the collection title or product short name; sign-in and product-specific access requirements may apply.","url":"https://search.earthdata.nasa.gov/"},{"kind":"https","url":"https://firms.modaps.eosdis.nasa.gov/api/"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["CSV","SHP","KML","GeoJSON"],"gsd_m":375.0,"id":"firms-active-fire","instruments":["VIIRS","MODIS"],"keywords":["wildfire","thermal anomaly","NRT","alerts"],"latency_hours":3.0,"level":"L2","license":"us-public-domain","modalities":["thermal"],"night":true,"platforms":["Suomi NPP","NOAA-20","NOAA-21","Terra","Aqua"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":12.0,"score":1.0,"start":"2000-11-01","summary":"Near-real-time thermal anomaly and active fire points from VIIRS (375 m) and MODIS (1 km), typically within three hours of overpass.","tasking":false,"tier":"product","title":"FIRMS Active Fire Detections"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VNP14IMG_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"kind":"https","notes":"Companion geolocation metadata. Match acquisition and version in an authorized science-data pipeline; the footprint viewer does not automatically decode or fuse pixel arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD/collections/VNP03MODLL_002"},{"kind":"https","notes":"NOAA delivery-cessation advisory verified 2026-10-04: November 2, 2026 at 13:00 UTC. Native archive dates remain unchanged.","url":"https://www.nesdis.noaa.gov/news/cessation-of-suomi-national-polar-orbiting-partnership-s-npp-data-users-onafter-november-2-2026"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5","netCDF4"],"gsd_m":375.0,"id":"nasa-viirs-snpp-active-fire-swath","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VNP14IMG_002"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["Suomi NPP"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2012-01-17","summary":"Version 2 active-fire and thermal-anomaly masks in six-minute VIIRS swaths at nominal 375 m resolution. Native granule footprints describe swath coverage, not fire perimeters or detections; science-pixel geolocation requires the companion VNP03MODLL product. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities. NOAA announces Suomi NPP science-product delivery will cease on November 2, 2026; use the NOAA-21 equivalent as primary and NOAA-20 as secondary. The indexed archive remains distinct from ongoing delivery.","tasking":false,"tier":"product","title":"VIIRS/NPP Active Fires 6-Min L2 Swath 375m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ114IMG_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"kind":"https","notes":"Companion geolocation metadata. Match acquisition and version in an authorized science-data pipeline; the footprint viewer does not automatically decode or fuse pixel arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD/collections/VJ103MODLL_021"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5","netCDF4"],"gsd_m":375.0,"id":"nasa-viirs-noaa20-active-fire-swath","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VJ114IMG_002"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"Version 2 active-fire and thermal-anomaly masks in six-minute VIIRS swaths at nominal 375 m resolution. Native granule footprints describe swath coverage, not fire perimeters or detections; science-pixel geolocation requires the companion VJ103MODLL product. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities.","tasking":false,"tier":"product","title":"VIIRS/JPSS1 Active Fires 6-Min L2 Swath 375m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ214IMG_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"kind":"https","notes":"Companion geolocation metadata. Match acquisition and version in an authorized science-data pipeline; the footprint viewer does not automatically decode or fuse pixel arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD/collections/VJ203MODLL_021"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5","netCDF4"],"gsd_m":375.0,"id":"nasa-viirs-noaa21-active-fire-swath","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VJ214IMG_002"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"Version 2 active-fire and thermal-anomaly masks in six-minute VIIRS swaths at nominal 375 m resolution. Native granule footprints describe swath coverage, not fire perimeters or detections; science-pixel geolocation requires the companion VJ203MODLL product. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities.","tasking":false,"tier":"product","title":"VIIRS/JPSS2 Active Fires 6-Min L2 Swath 375m V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VNP02IMG_2","kind":"stac-api","notes":"Verified populated primary publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, observation intervals and publisher timestamps. Apply citation, calibration/geolocation quality and Earthdata/LAADS download requirements. NetCDF-4/HDF5 files stay remote; file polygons do not enumerate individual pixels. Use matching platform/time/version for radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, processing level, calibration, geolocation and sampling guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VNP02IMG/"},{"kind":"https","notes":"NOAA delivery-cessation advisory verified 2026-10-04: November 2, 2026 at 13:00 UTC. Native archive dates remain unchanged.","url":"https://www.nesdis.noaa.gov/news/cessation-of-suomi-national-polar-orbiting-partnership-s-npp-data-users-onafter-november-2-2026"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":375.0,"id":"nasa-viirs-snpp-imagery-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VNP02IMG_2","VIIRS","snpp","Suomi NPP","version 2","I bands","calibrated radiance","reflectance","passive optical","multispectral","infrared","thermal","375 m nadir"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["Suomi NPP"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2012-01-19","summary":"NASA VIIRS Suomi NPP Version 2 calibrated Level 1B I-band radiances and reflectances with nominal 375 m nadir sampling in six-minute swaths. Five image-resolution bands include three reflective-solar and two thermal-emissive bands. These passive multispectral optical/infrared observations are distinct from the 750 m moderate-resolution and Day/Night Band products. Thermal bands support nighttime observations; reflected-solar fields require sunlight, so the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved land-surface temperature, fire detections or a forecast. Apply publisher calibration/geolocation, quality and uncertainty guidance. Native granule polygons and observation intervals remain intact; the footprint viewer does not enumerate every internal science pixel. Only requested metadata pages are indexed; NetCDF assets stay remote and archive registration does not guarantee current delivery. NOAA announces Suomi NPP science-product delivery will cease at 13:00 UTC on November 2, 2026; archived data remain distinct from live delivery.","tasking":false,"tier":"preprocessed","title":"VIIRS/NPP Imagery Resolution 6-Min L1B Swath 375 m"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ102IMG_2.1","kind":"stac-api","notes":"Verified populated primary publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, observation intervals and publisher timestamps. Apply citation, calibration/geolocation quality and Earthdata/LAADS download requirements. NetCDF-4/HDF5 files stay remote; file polygons do not enumerate individual pixels. Use matching platform/time/version for radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, processing level, calibration, geolocation and sampling guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VJ102IMG/"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":375.0,"id":"nasa-viirs-noaa20-imagery-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VJ102IMG_2.1","VIIRS","noaa20","NOAA-20","version 2.1","I bands","calibrated radiance","reflectance","passive optical","multispectral","infrared","thermal","375 m nadir"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-05","summary":"NASA VIIRS NOAA-20 Version 2.1 calibrated Level 1B I-band radiances and reflectances with nominal 375 m nadir sampling in six-minute swaths. Five image-resolution bands include three reflective-solar and two thermal-emissive bands. These passive multispectral optical/infrared observations are distinct from the 750 m moderate-resolution and Day/Night Band products. Thermal bands support nighttime observations; reflected-solar fields require sunlight, so the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved land-surface temperature, fire detections or a forecast. Apply publisher calibration/geolocation, quality and uncertainty guidance. Native granule polygons and observation intervals remain intact; the footprint viewer does not enumerate every internal science pixel. Only requested metadata pages are indexed; NetCDF assets stay remote and archive registration does not guarantee current delivery.","tasking":false,"tier":"preprocessed","title":"VIIRS/JPSS1 Imagery Resolution 6-Min L1B Swath 375 m"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ202IMG_2.1","kind":"stac-api","notes":"Verified populated primary NASA publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, acquisition intervals and publisher timestamps. Apply product quality, calibration/geolocation, citation and Earthdata/LAADS download requirements. NetCDF-4/HDF5 assets remain remote; file footprints do not enumerate science pixels. Match platform/time/band group/version for internal radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, band sampling, calibration and geolocation guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VJ202IMG"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":375.0,"id":"nasa-viirs-noaa21-imagery-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VJ202IMG_2.1","VIIRS","NOAA-21","JPSS-2","version 2.1","imagery","375 m sampling","I bands","calibrated radiance","reflectance","passive optical","multispectral","thermal"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"NASA NOAA-21 VIIRS Version 2.1 Level 1B calibrated radiances and reflectances for five I bands comprising three reflected-solar and two thermal-emissive bands, with nominal 375 m nadir sampling in six-minute swaths. Passive multispectral optical/infrared observations remain distinct from the separate Day/Night Band. Thermal bands support nighttime observations while reflected-solar fields require sunlight; the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved surface temperature, fire detections or a forecast. Match platform, acquisition time, band group and compatible processing version before associating internal arrays. Apply publisher calibration/geolocation and quality guidance. Native granule polygons and acquisition intervals stay intact; the viewer does not enumerate every internal science pixel or establish valid observations everywhere. Only requested metadata pages are indexed; NetCDF files remain remote and historical archive registration does not guarantee current delivery.","tasking":false,"tier":"preprocessed","title":"VIIRS/JPSS2 Imagery Resolution 6-Min L1B Swath 375m V2.1"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary official discovery portal. Search by the collection title or product short name; sign-in and product-specific access requirements may apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"sentinel-3-sl-2-lst-ntc","kind":"stac-api","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bands":11,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["SAFE","NetCDF"],"gsd_m":500.0,"id":"sentinel-3-slstr","instruments":["SLSTR"],"keywords":["SST","LST","thermal","fire radiative power"],"latency_hours":3.0,"level":"L2","license":"copernicus-open","modalities":["thermal","optical"],"night":true,"platforms":["Sentinel-3A","Sentinel-3B"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":24.0,"score":1.0,"spectral_range":"554 nm–12 µm","start":"2016-04-25","summary":"Dual-view thermal infrared radiometer delivering sea and land surface temperature and fire radiative power.","tasking":false,"tier":"product","title":"Sentinel-3 SLSTR Sea & Land Surface Temperature"},{"access":"free","access_methods":[{"kind":"s3","notes":"NOAA Open Data Dissemination (GOES-East)","url":"s3://noaa-goes19/"},{"kind":"s3","notes":"GOES-West","url":"s3://noaa-goes18/"}],"all_weather":false,"bands":16,"bbox":[-180.0,-81.0,6.0,81.0],"category":"imagery","end":null,"formats":["NetCDF"],"gsd_m":500.0,"id":"goes-abi","instruments":["ABI"],"keywords":["geostationary","weather","persistent","smoke","convection"],"latency_hours":0.1,"level":"L1B","license":"us-public-domain","modalities":["optical","multispectral","thermal"],"night":true,"platforms":["GOES-19","GOES-18"],"pricing":null,"provider":"noaa","provider_name":"NOAA NESDIS","revisit_hours":0.17,"score":1.0,"spectral_range":"0.47–13.3 µm","start":"2017-02-28","summary":"Geostationary 16-band imagery over the Americas every 10 minutes (full disk) and 1 minute (mesoscale sectors).","tasking":false,"tier":"preprocessed","title":"GOES-R Advanced Baseline Imager"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ202MOD_2.1","kind":"stac-api","notes":"Verified populated primary NASA publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, acquisition intervals and publisher timestamps. Apply product quality, calibration/geolocation, citation and Earthdata/LAADS download requirements. NetCDF-4/HDF5 assets remain remote; file footprints do not enumerate science pixels. Match platform/time/band group/version for internal radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, band sampling, calibration and geolocation guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VJ202MOD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":750.0,"id":"nasa-viirs-noaa21-moderate-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VJ202MOD_2.1","VIIRS","NOAA-21","JPSS-2","version 2.1","moderate","750 m sampling","M bands","calibrated radiance","reflectance","passive optical","multispectral","thermal"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"NASA NOAA-21 VIIRS Version 2.1 Level 1B calibrated radiances and reflectances for sixteen M bands comprising eleven reflected-solar and five thermal-emissive bands, with nominal 750 m nadir sampling in six-minute swaths. Passive multispectral optical/infrared observations remain distinct from the separate Day/Night Band. Thermal bands support nighttime observations while reflected-solar fields require sunlight; the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved surface temperature, fire detections or a forecast. Match platform, acquisition time, band group and compatible processing version before associating internal arrays. Apply publisher calibration/geolocation and quality guidance. Native granule polygons and acquisition intervals stay intact; the viewer does not enumerate every internal science pixel or establish valid observations everywhere. Only requested metadata pages are indexed; NetCDF files remain remote and historical archive registration does not guarantee current delivery.","tasking":false,"tier":"preprocessed","title":"VIIRS/JPSS2 Moderate Resolution 6-Min L1B Swath 750 m V2.1"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VNP02MOD_2","kind":"stac-api","notes":"Verified populated primary NASA publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, acquisition intervals and publisher timestamps. Apply product quality, calibration/geolocation, citation and Earthdata/LAADS download requirements. NetCDF-4/HDF5 assets remain remote; file footprints do not enumerate science pixels. Match platform/time/band group/version for internal radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, band sampling, calibration and geolocation guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VNP02MOD/"},{"kind":"https","notes":"NOAA delivery-cessation advisory verified 2026-10-04: November 2, 2026 at 13:00 UTC. This is not a local archive deletion or a revised native acquisition end date.","url":"https://www.nesdis.noaa.gov/news/cessation-of-suomi-national-polar-orbiting-partnership-s-npp-data-users-onafter-november-2-2026"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":750.0,"id":"nasa-viirs-snpp-moderate-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VNP02MOD_2","VIIRS","Suomi NPP","SNPP","version 2","moderate","750 m sampling","M bands","calibrated radiance","reflectance","passive optical","multispectral","thermal"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["Suomi NPP"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2012-01-19","summary":"NASA Suomi NPP VIIRS Version 2 Level 1B calibrated radiances and reflectances for sixteen M bands comprising eleven reflected-solar and five thermal-emissive bands, with nominal 750 m nadir sampling in six-minute swaths. Passive multispectral optical/infrared observations remain distinct from the separate Day/Night Band. Thermal bands support nighttime observations while reflected-solar fields require sunlight; the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved surface temperature, fire detections or a forecast. Match platform, acquisition time, band group and compatible processing version before associating internal arrays. Apply publisher calibration/geolocation and quality guidance. Native granule polygons and acquisition intervals stay intact; the viewer does not enumerate every internal science pixel or establish valid observations everywhere. Only requested metadata pages are indexed; NetCDF files remain remote and historical archive registration does not guarantee current delivery. NOAA announces Suomi NPP science-product delivery will cease at 13:00 UTC on November 2, 2026; archived data remain distinct from live delivery.","tasking":false,"tier":"preprocessed","title":"VNP02MOD | VIIRS/NPP Moderate Resolution 6-Min L1B Swath 750 m"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ102MOD_2.1","kind":"stac-api","notes":"Verified populated primary NASA publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, acquisition intervals and publisher timestamps. Apply product quality, calibration/geolocation, citation and Earthdata/LAADS download requirements. NetCDF-4/HDF5 assets remain remote; file footprints do not enumerate science pixels. Match platform/time/band group/version for internal radiance and geolocation arrays.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, band sampling, calibration and geolocation guidance.","url":"https://ladsweb.modaps.eosdis.nasa.gov/missions-and-measurements/products/VJ102MOD/"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF-4","HDF5"],"gsd_m":750.0,"id":"nasa-viirs-noaa20-moderate-radiances","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","VJ102MOD_2.1","VIIRS","NOAA-20","JPSS-1","version 2.1","moderate","750 m sampling","M bands","calibrated radiance","reflectance","passive optical","multispectral","thermal"],"latency_hours":null,"level":"L1B","license":"provider-terms","modalities":["multispectral","thermal"],"night":false,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-05","summary":"NASA NOAA-20 VIIRS Version 2.1 Level 1B calibrated radiances and reflectances for sixteen M bands comprising eleven reflected-solar and five thermal-emissive bands, with nominal 750 m nadir sampling in six-minute swaths. Passive multispectral optical/infrared observations remain distinct from the separate Day/Night Band. Thermal bands support nighttime observations while reflected-solar fields require sunlight; the conservative night flag does not promise every field at night. Radiance and brightness temperature are not retrieved surface temperature, fire detections or a forecast. Match platform, acquisition time, band group and compatible processing version before associating internal arrays. Apply publisher calibration/geolocation and quality guidance. Native granule polygons and acquisition intervals stay intact; the viewer does not enumerate every internal science pixel or establish valid observations everywhere. Only requested metadata pages are indexed; NetCDF files remain remote and historical archive registration does not guarantee current delivery.","tasking":false,"tier":"preprocessed","title":"VIIRS/JPSS1 Moderate Resolution 6-Min L1B Swath 750 m"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"MOD11A1_061","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-09-30. Native license: CC0-1.0. Follow every continuation for the complete search; nominal extent is not observed coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF","HDF5"],"gsd_m":1000.0,"id":"nasa-modis-lst","instruments":["MODIS"],"keywords":["earth-observation","primary-source","stac","thermal","MOD11A1_061"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["Terra"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2000-02-24","summary":"Daily MODIS land surface temperature and emissivity tiles. Use quality flags and cloud screening; this is an observation product, not a forecast.","tasking":false,"tier":"product","title":"MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid V061"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://dataspace.copernicus.eu/"},{"collection":"sentinel-3-sl-2-wst-ntc","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-09-30. Native license: other. Follow every continuation for the complete search; nominal extent is not observed coverage.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF","Sentinel-SAFE"],"gsd_m":1000.0,"id":"cdse-sentinel3-water-temperature","instruments":["SLSTR"],"keywords":["earth-observation","primary-source","stac","thermal","sentinel-3-sl-2-wst-ntc"],"latency_hours":null,"level":"L2","license":"copernicus-open","modalities":["thermal"],"night":true,"platforms":["Sentinel-3"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2017-10-31","summary":"SLSTR water-surface-temperature observations in the non-time-critical archive. Retrieval and quality flags remain product-specific.","tasking":false,"tier":"product","title":"Sentinel-3 SLSTR Water Surface Temperature (NTC)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_lswt-nrt_global_1km_10daily_v1_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Preserve acquisition intervals, publication timestamps and quality assets.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":1000.0,"id":"cdse-clms-lake-temperature","instruments":["slstr","slstra"],"keywords":["earth-observation","primary-source","stac","lswt-nrt","clms_lswt-nrt_global_1km_10daily_v1_cog"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["hydrology","thermal"],"night":false,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2016-06-01","summary":"Provides the temperature of the water at the lake surface. The near real time observations (every 10 days) are available at global scale at spatial resolution of approximately 1 km and with the temporal extent from 2016 to present, based on Sentinel-3/SLSTR data. Product quality, uncertainty and observation-count assets must be interpreted with the estimates. These products are not terrain elevations or weather forecasts; production cadence does not guarantee continuous real-time availability.","tasking":false,"tier":"preprocessed","title":"CLMS Lake Surface Water Temperature (LSWT) NRT Global 1km 10-daily V1 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ221A1D_002","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow acquisition intervals, quality documentation and Earthdata download requirements. Publisher granule footprints locate artifacts; nested asset features are separate.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa21-temperature","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","viirs-noaa21-temperature","VJ221A1D_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":false,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"NOAA-21 VIIRS daytime land surface temperature and emissivity, composited daily onto a 1 km grid from cloud-screened observations. Product grid resolution differs from native sensor sampling. Publisher quality, acquisition gaps and download authentication requirements apply. Native archive extent is nominal scope rather than complete valid coverage. This is not a terrain grid.","tasking":false,"tier":"product","title":"VIIRS/JPSS2 Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid Day V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ121A1D_002","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow acquisition intervals, quality documentation and Earthdata download requirements. Publisher granule footprints locate artifacts; nested asset features are separate.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa20-temperature","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","viirs-noaa20-temperature","VJ121A1D_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":false,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"NOAA-20 VIIRS daytime land surface temperature and emissivity, composited daily onto a 1 km grid from cloud-screened observations. Product grid resolution differs from native sensor sampling. Publisher quality, acquisition gaps and download authentication requirements apply. Native archive extent is nominal scope rather than complete valid coverage. This is not a terrain grid.","tasking":false,"tier":"product","title":"VIIRS/JPSS1 Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid Day V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ121A1N_002","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow publisher band availability, quality and geolocation caveats. Artifact footprints do not enumerate locations contained within files.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa20-night-temperature","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","viirs-noaa20-night-temperature","VJ121A1N_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"NOAA-20 VIIRS nighttime land surface temperature and emissivity, composited daily on a 1 km product grid from cloud-screened observations. Product grid spacing differs from native sensor sampling. Publisher quality, licensing and download authentication apply. Catalog extents are nominal scope, not complete observed coverage. ","tasking":false,"tier":"product","title":"VIIRS/JPSS1 Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid Night V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary publisher discovery. Public artifact metadata does not bypass download authentication or product-specific licensing.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ221A1N_002","kind":"stac-api","notes":"Verified populated native publisher collection on 2026-09-30. Native metadata license: CC0-1.0. Follow publisher band availability, quality and geolocation caveats. Artifact footprints do not enumerate locations contained within files.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa21-night-temperature","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","viirs-noaa21-night-temperature","VJ221A1N_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"NOAA-21 VIIRS nighttime land surface temperature and emissivity, composited daily on a 1 km product grid from cloud-screened observations. Product grid spacing differs from native sensor sampling. Publisher quality, licensing and download authentication apply. Catalog extents are nominal scope, not complete observed coverage. ","tasking":false,"tier":"product","title":"VIIRS/JPSS2 Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid Night V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VNP14A1_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"},{"kind":"https","notes":"NOAA delivery-cessation advisory verified 2026-10-04: November 2, 2026 at 13:00 UTC. Native archive dates remain unchanged.","url":"https://www.nesdis.noaa.gov/news/cessation-of-suomi-national-polar-orbiting-partnership-s-npp-data-users-onafter-november-2-2026"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF-EOS5"],"gsd_m":1000.0,"id":"nasa-viirs-snpp-thermal-anomalies-daily","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VNP14A1_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["Suomi NPP"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2012-01-17","summary":"Version 2 daily 1 km gridded thermal-anomaly composites derived from VIIRS 750 m bands. Includes fire confidence, maximum fire radiative power, quality assessment and scan-position layers. Tile footprints are coverage envelopes, not confirmed fires or continuous observations. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities. NOAA announces Suomi NPP science-product delivery will cease on November 2, 2026; use the NOAA-21 equivalent as primary and NOAA-20 as secondary. The indexed archive remains distinct from ongoing delivery.","tasking":false,"tier":"product","title":"VIIRS/NPP Thermal Anomalies and Fire Daily L3 Global 1km SIN Grid V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ114A1_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF-EOS5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa20-thermal-anomalies-daily","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VJ114A1_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-20"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"Version 2 daily 1 km gridded thermal-anomaly composites derived from VIIRS 750 m bands. Includes fire confidence, maximum fire radiative power, quality assessment and scan-position layers. Tile footprints are coverage envelopes, not confirmed fires or continuous observations. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities.","tasking":false,"tier":"product","title":"VIIRS/JPSS1 Thermal Anomalies and Fire Daily L3 Global 1km SIN Grid V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Primary NASA discovery. Earthdata authentication and publisher download terms still apply.","url":"https://search.earthdata.nasa.gov/"},{"collection":"VJ214A1_002","kind":"stac-api","notes":"Verified populated primary STAC collection on 2026-10-01. Native metadata license: CC0-1.0. Follow continuation pages for all matching granules; nominal extent is not observed fire coverage.","url":"https://cmr.earthdata.nasa.gov/stac/LPCLOUD"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF-EOS5"],"gsd_m":1000.0,"id":"nasa-viirs-noaa21-thermal-anomalies-daily","instruments":["VIIRS"],"keywords":["earth-observation","primary-source","stac","thermal","active-fire","thermal-anomaly","VJ214A1_002"],"latency_hours":null,"level":"L3","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["NOAA-21"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2023-02-10","summary":"Version 2 daily 1 km gridded thermal-anomaly composites derived from VIIRS 750 m bands. Includes fire confidence, maximum fire radiative power, quality assessment and scan-position layers. Tile footprints are coverage envelopes, not confirmed fires or continuous observations. Apply publisher quality masks; thermal anomalies do not establish source class, activity attribution or calibrated detection probabilities.","tasking":false,"tier":"product","title":"VIIRS/JPSS2 Thermal Anomalies and Fire Daily L3 Global 1km SIN Grid V002"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred Copernicus publisher discovery portal. Product licensing, quality screening and download authentication apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"sentinel-3-sl-2-lst-nrt","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-10-02. Native license marker: other. Follow publisher license links and product download authentication. Timeliness category: NR; publisher timeliness: PT3H. Timeliness is not a source-freshness or service guarantee. Native acquisition intervals and publication timestamps remain preserved.","url":"https://stac.dataspace.copernicus.eu/v1"},{"kind":"https","notes":"Primary ESA SLSTR product definitions, radiometric sampling, processing levels and NRT/NTC differences.","url":"https://sentiwiki.copernicus.eu/web/slstr-products"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF","Sentinel-SAFE"],"gsd_m":1000.0,"id":"cdse-s3-thermal-land-temperature-nrt","instruments":["slstr"],"keywords":["earth-observation","primary-source","stac","sentinel-3-sl-2-lst-nrt","near-real-time","thermal","land-temperature"],"latency_hours":null,"level":"L2","license":"copernicus-open","modalities":["thermal"],"night":true,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2016-04-19","summary":"Near-real-time SLSTR land surface temperature retrievals on a nominal 1 km grid. Cloud screening, emissivity assumptions and native quality flags apply. Surface skin temperature is distinct from near-surface air temperature and weather prediction.","tasking":false,"tier":"product","title":"Sentinel-3 SLSTR Land Surface Temperature (NRT)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred Copernicus publisher discovery portal. Product licensing, quality screening and download authentication apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"sentinel-3-sl-2-wst-nrt","kind":"stac-api","notes":"Verified publisher STAC collection on 2026-10-02. Native license marker: other. Follow publisher license links and product download authentication. Timeliness category: NR; publisher timeliness: PT3H. Timeliness is not a source-freshness or service guarantee. Native acquisition intervals and publication timestamps remain preserved.","url":"https://stac.dataspace.copernicus.eu/v1"},{"kind":"https","notes":"Primary ESA SLSTR product definitions, radiometric sampling, processing levels and NRT/NTC differences.","url":"https://sentiwiki.copernicus.eu/web/slstr-products"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","NetCDF","Sentinel-SAFE"],"gsd_m":1000.0,"id":"cdse-s3-thermal-water-temperature-nrt","instruments":["slstr"],"keywords":["earth-observation","primary-source","stac","sentinel-3-sl-2-wst-nrt","near-real-time","thermal","water-temperature"],"latency_hours":null,"level":"L2","license":"copernicus-open","modalities":["thermal"],"night":true,"platforms":["sentinel-3a","sentinel-3b"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2017-10-31","summary":"Near-real-time SLSTR sea surface temperature in native GHRSST-style Level 2P products, with nadir and dual-view assets and nominal 1 km sampling. Apply publisher quality and uncertainty flags; these are surface observations rather than ocean or weather forecasts.","tasking":false,"tier":"product","title":"Sentinel-3 SLSTR Water Surface Temperature (NRT)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS data policy, citation, product quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_lst_global_3km_hourly_v3_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. Preserve native acquisition intervals, publication time and quality/uncertainty assets. License: https://land.copernicus.eu/en/data-policy. Publisher timeliness is not a live-service guarantee.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-79.97868240000001,179.9999999,80.0233214],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":3000.0,"id":"cdse-clms-hourly-temperature","instruments":["seviri","abi","ahi"],"keywords":["earth-observation","primary-source","stac","thermal","clms_lst_global_3km_hourly_v3_cog"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["geostationary-satellites"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"Provides hourly land surface temperature from geostationary sensors observations. The data are available at global scale in the spatial resolution of about 3 km and cover the period from January 2018 to the present. These are observations or derived estimates, not weather forecasts. Published cadence is distinct from continuous real-time availability.","tasking":false,"tier":"preprocessed","title":"CLMS Land Surface Temperature (LST) Global 3km hourly V3 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_lst-daily-cycle_global_3km_10daily_v3_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Native footprint geometry and acquisition intervals are retained.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-70.01350000000001,179.9999999,70.01350000000001],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":3000.0,"id":"cdse-clms-temperature-daily-cycle","instruments":["seviri","abi","ahi"],"keywords":["earth-observation","primary-source","stac","temperature-daily-cycle","clms_lst-daily-cycle_global_3km_10daily_v3_cog"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["geostationary-satellites"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"Provides a statistical overview of the land surface temperature daily cycle for each 10-day compositing period and every geostationary sensor image pixel. The minimum, median and maximum LST are calculated for each of the 24 hours of the day. The data are available at global scale in the spatial resolution of about 3 km and cover the period from January 2018 to the present. These are mapped products or observation time series, not weather forecasts or terrain height grids. Published archive extent and cadence do not guarantee valid pixels everywhere or continuous real-time observations.","tasking":false,"tier":"preprocessed","title":"CLMS Land Surface Temperature (LST) Daily Cycle Global 3km 10-daily V3 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred publisher discovery portal. CLMS citation, quality and download authentication requirements apply.","url":"https://dataspace.copernicus.eu/"},{"collection":"clms_lst-tci_global_3km_10daily_v3_cog","kind":"stac-api","notes":"Verified populated publisher collection on 2026-09-30. License: https://land.copernicus.eu/en/data-policy. Native footprint geometry and acquisition intervals are retained.","url":"https://stac.dataspace.copernicus.eu/v1"}],"all_weather":false,"bbox":[-179.9999999,-79.97868240000001,179.9999999,80.0233214],"category":"imagery","end":null,"formats":["STAC","COG","GeoTIFF"],"gsd_m":3000.0,"id":"cdse-clms-thermal-condition-index","instruments":["seviri","abi","ahi"],"keywords":["earth-observation","primary-source","stac","thermal-condition-index","clms_lst-tci_global_3km_10daily_v3_cog"],"latency_hours":null,"level":"L4","license":"provider-terms","modalities":["thermal"],"night":true,"platforms":["geostationary-satellites"],"pricing":null,"provider":"copernicus","provider_name":"ESA / Copernicus","revisit_hours":null,"score":1.0,"start":"2018-01-01","summary":"Provides a statistical overview of the land surface temperature over each 10-day compositing period and every geostationary sensor image pixel, including a Thermal Condition Index. The minimum, median and maximum LST are calculated regardless of any specific hour of the day. The data are available at global scale in the spatial resolution of about 3 km and cover the period from January 2018 to the present. These are mapped products or observation time series, not weather forecasts or terrain height grids. Published archive extent and cadence do not guarantee valid pixels everywhere or continuous real-time observations.","tasking":false,"tier":"preprocessed","title":"CLMS Land Surface Temperature with Thermal Condition Index (LST-TCI) Global 3km 10-daily V3 (COG)"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"MOD07_L2_6.1","kind":"stac-api","notes":"Verified populated primary publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, observation intervals and publisher timestamps. Apply product-specific quality, citation and Earthdata/LAADS download requirements. HDF-EOS/HDF4 files remain remote; granule polygons do not delineate every valid retrieval.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, retrieval sampling, day/night applicability and quality guidance.","url":"https://atmosphere-imager.gsfc.nasa.gov/products/atm-profile"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF-EOS","HDF4"],"gsd_m":5000.0,"id":"nasa-modis-terra-atmospheric-profiles","instruments":["MODIS"],"keywords":["earth-observation","primary-source","stac","MOD07_L2_6.1","MODIS","terra","passive optical","multispectral","infrared","collection 6.1","atmospheric profile","temperature profile","moisture profile","water vapor","total column ozone","atmospheric stability","Lifted Index","Total Totals","K index","clear sky","5 km retrieval sampling"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["atmospheric","multispectral","thermal"],"night":true,"platforms":["Terra"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2000-02-24","summary":"Collection 6.1 MODIS Terra Level 2 infrared temperature and moisture profiles, total-column ozone, water vapor and atmospheric stability indices. Clear-sky retrievals apply during day and night using nominal 5 km sampling when at least nine fields of view in a 5-by-5 group are cloud free. The 20 reported profile levels are not independent vertical resolution. These passive multispectral infrared observations are not weather forecasts, surface humidity measurements or validated storm warnings. Apply product-specific quality, applicability and uncertainty guidance. Native granule polygons and observation intervals remain intact; file polygons do not delineate individual clouds or prove valid retrievals everywhere. Only requested metadata pages are indexed; historical archive registration does not guarantee current freshness.","tasking":false,"tier":"product","title":"MODIS/Terra Temperature and Water Vapor Profiles 5-Min L2 Swath 5km"},{"access":"free","access_methods":[{"kind":"https","notes":"Preferred NASA publisher discovery. Public metadata does not bypass Earthdata download authentication.","url":"https://search.earthdata.nasa.gov/"},{"collection":"MYD07_L2_6.1","kind":"stac-api","notes":"Verified populated primary publisher collection on 2026-10-04. Native metadata license: CC0-1.0. Preserve native polygons, observation intervals and publisher timestamps. Apply product-specific quality, citation and Earthdata/LAADS download requirements. HDF-EOS/HDF4 files remain remote; granule polygons do not delineate every valid retrieval.","url":"https://cmr.earthdata.nasa.gov/stac/LAADS"},{"kind":"https","notes":"Primary NASA product definitions, retrieval sampling, day/night applicability and quality guidance.","url":"https://atmosphere-imager.gsfc.nasa.gov/products/atm-profile"}],"all_weather":false,"bbox":[-180.0,-90.0,180.0,90.0],"category":"imagery","end":null,"formats":["STAC","HDF-EOS","HDF4"],"gsd_m":5000.0,"id":"nasa-modis-aqua-atmospheric-profiles","instruments":["MODIS"],"keywords":["earth-observation","primary-source","stac","MYD07_L2_6.1","MODIS","aqua","passive optical","multispectral","infrared","collection 6.1","atmospheric profile","temperature profile","moisture profile","water vapor","total column ozone","atmospheric stability","Lifted Index","Total Totals","K index","clear sky","5 km retrieval sampling"],"latency_hours":null,"level":"L2","license":"provider-terms","modalities":["atmospheric","multispectral","thermal"],"night":true,"platforms":["Aqua"],"pricing":null,"provider":"nasa","provider_name":"NASA Earthdata","revisit_hours":null,"score":1.0,"start":"2002-07-04","summary":"Collection 6.1 MODIS Aqua Level 2 infrared temperature and moisture profiles, total-column ozone, water vapor and atmospheric stability indices. Clear-sky retrievals apply during day and night using nominal 5 km sampling when at least nine fields of view in a 5-by-5 group are cloud free. The 20 reported profile levels are not independent vertical resolution. These passive multispectral infrared observations are not weather forecasts, surface humidity measurements or validated storm warnings. Apply product-specific quality, applicability and uncertainty guidance. Native granule polygons and observation intervals remain intact; file polygons do not delineate individual clouds or prove valid retrievals everywhere. Only requested metadata pages are indexed; historical archive registration does not guarantee current freshness.","tasking":false,"tier":"product","title":"MODIS/Aqua Temperature and Water Vapor Profiles 5-Min L2 Swath 5km"}],"returned":50,"total":74}