- |---| | [### Cloud Score+ S2_HARMONIZED V1 ![](https://developers.google.com/earth-engine/datasets/images/GOOGLE/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/GOOGLE_CLOUD_SCORE_PLUS_V1_S2_HARMONIZED) | | Cloud Score+ is a quality assessment (QA) processor for medium-to-high resolution optical satellite imagery. The Cloud Score+ S2_HARMONIZED dataset is being operationally produced from the harmonized Sentinel-2 L1C collection, and Cloud Score+ outputs can be used to identify relatively clear pixels and effectively remove clouds ... | | [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [google](https://developers.google.com/earth-engine/datasets/tags/google) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sentinel2-derived](https://developers.google.com/earth-engine/datasets/tags/sentinel2-derived) | - |---| | [### GFS: Global Forecast System 384-Hour Predicted Atmosphere Data ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_GFS0P25_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_GFS0P25) | | The Global Forecast System (GFS) is a weather forecast model produced by the National Centers for Environmental Prediction (NCEP). The GFS dataset consists of selected model outputs (described below) as gridded forecast variables. The 384-hour forecasts, with 1-hour (up to 120 hours) and 3-hour (after ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [flux](https://developers.google.com/earth-engine/datasets/tags/flux) [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) | - |---| | [### NCEP-DOE Reanalysis 2 (Gaussian Grid), Total Cloud Coverage ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_NCEP_DOE_RE2_total_cloud_coverage_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_NCEP_DOE_RE2_total_cloud_coverage) | | This collection is no longer being updated. The Model is no longer being updated at the source. NCEP-DOE Reanalysis 2 project is using a state-of-the-art analysis/forecast system to perform data assimilation using past data from 1979 through the previous year. | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [ncep](https://developers.google.com/earth-engine/datasets/tags/ncep) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) | - |---| | [### NOAA CDR PATMOSX: Cloud Properties, Reflectance, and Brightness Temperatures, Version 5.3 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CDR_PATMOSX_V53_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_PATMOSX_V53) | | This dataset provides high quality Climate Data Record (CDR) of multiple cloud properties along with Advanced Very High Resolution Radiometer (AVHRR) Pathfinder Atmospheres Extended (PATMOS-x) brightness temperatures and reflectances. These data have been fitted to a 0.1 x 0.1 equal angle-grid with both ascending and ... | | [atmospheric](https://developers.google.com/earth-engine/datasets/tags/atmospheric) [avhrr](https://developers.google.com/earth-engine/datasets/tags/avhrr) [brightness](https://developers.google.com/earth-engine/datasets/tags/brightness) [cdr](https://developers.google.com/earth-engine/datasets/tags/cdr) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) | - |---| | [### RTMA: Real-Time Mesoscale Analysis ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_NWS_RTMA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA) | | The Real-Time Mesoscale Analysis (RTMA) is a high-spatial and temporal resolution analysis for near-surface weather conditions. This dataset includes hourly analyses at 2.5 km for CONUS. | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) | - |---| | [### Sentinel-2: Cloud Probability ![](https://developers.google.com/earth-engine/datasets/images/COPERNICUS/COPERNICUS_S2_CLOUD_PROBABILITY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_CLOUD_PROBABILITY) | | The S2 cloud probability is created with the sentinel2-cloud-detector library (using LightGBM). All bands are upsampled using bilinear interpolation to 10m resolution before the gradient boost base algorithm is applied. The resulting 0..1 floating point probability is scaled to 0..100 and stored as an UINT8. ... | | [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [esa](https://developers.google.com/earth-engine/datasets/tags/esa) [eu](https://developers.google.com/earth-engine/datasets/tags/eu) [msi](https://developers.google.com/earth-engine/datasets/tags/msi) [radiance](https://developers.google.com/earth-engine/datasets/tags/radiance) | - |---| | [### Sentinel-5P NRTI CLOUD: Near Real-Time Cloud Properties ![](https://developers.google.com/earth-engine/datasets/images/COPERNICUS/COPERNICUS_S5P_NRTI_L3_CLOUD_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_NRTI_L3_CLOUD) | | NRTI/L3_CLOUD This dataset provides near real-time high-resolution imagery of cloud parameters. The TROPOMI/S5P cloud properties retrieval is based on the OCRA and ROCINN algorithms currently being used in the operational GOME and GOME-2 products. OCRA retrieves the cloud fraction using measurements in the UV/VIS spectral ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [dlr](https://developers.google.com/earth-engine/datasets/tags/dlr) [esa](https://developers.google.com/earth-engine/datasets/tags/esa) [eu](https://developers.google.com/earth-engine/datasets/tags/eu) | - |---| | [### Sentinel-5P OFFL CLOUD: Offline Cloud Properties ![](https://developers.google.com/earth-engine/datasets/images/COPERNICUS/COPERNICUS_S5P_OFFL_L3_CLOUD_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S5P_OFFL_L3_CLOUD) | | OFFL/L3_CLOUD This dataset provides offline high-resolution imagery of cloud parameters. The TROPOMI/S5P cloud properties retrieval is based on the OCRA and ROCINN algorithms currently being used in the operational GOME and GOME-2 products. OCRA retrieves the cloud fraction using measurements in the UV/VIS spectral regions ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [dlr](https://developers.google.com/earth-engine/datasets/tags/dlr) [esa](https://developers.google.com/earth-engine/datasets/tags/esa) [eu](https://developers.google.com/earth-engine/datasets/tags/eu) | - |---| | [### USGS Landsat 4 Level 2, Collection 2, Tier 1 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LT04_C02_T1_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LT04_C02_T1_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat TM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [lasrc](https://developers.google.com/earth-engine/datasets/tags/lasrc) | - |---| | [### USGS Landsat 4 Level 2, Collection 2, Tier 2 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LT04_C02_T2_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LT04_C02_T2_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat TM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [lasrc](https://developers.google.com/earth-engine/datasets/tags/lasrc) | - |---| | [### USGS Landsat 5 Level 2, Collection 2, Tier 1 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LT05_C02_T1_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LT05_C02_T1_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat TM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [lasrc](https://developers.google.com/earth-engine/datasets/tags/lasrc) | - |---| | [### USGS Landsat 5 Level 2, Collection 2, Tier 2 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LT05_C02_T2_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LT05_C02_T2_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat TM sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal infrared ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [lasrc](https://developers.google.com/earth-engine/datasets/tags/lasrc) | - |---| | [### USGS Landsat 7 Level 2, Collection 2, Tier 1 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LE07_C02_T1_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T1_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 7 ETM+ sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [etm](https://developers.google.com/earth-engine/datasets/tags/etm) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) | - |---| | [### USGS Landsat 7 Level 2, Collection 2, Tier 2 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LE07_C02_T2_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LE07_C02_T2_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 7 ETM+ sensor. These images contain 4 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [etm](https://developers.google.com/earth-engine/datasets/tags/etm) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) | - |---| | [### USGS Landsat 8 Level 2, Collection 2, Tier 1 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LC08_C02_T1_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T1_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [l8sr](https://developers.google.com/earth-engine/datasets/tags/l8sr) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) | - |---| | [### USGS Landsat 8 Level 2, Collection 2, Tier 2 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LC08_C02_T2_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC08_C02_T2_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 8 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [l8sr](https://developers.google.com/earth-engine/datasets/tags/l8sr) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) | - |---| | [### USGS Landsat 9 Level 2, Collection 2, Tier 1 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LC09_C02_T1_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T1_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 9 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [l9sr](https://developers.google.com/earth-engine/datasets/tags/l9sr) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) | - |---| | [### USGS Landsat 9 Level 2, Collection 2, Tier 2 ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_LC09_C02_T2_L2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_LC09_C02_T2_L2) | | This dataset contains atmospherically corrected surface reflectance and land surface temperature derived from the data produced by the Landsat 9 OLI/TIRS sensors. These images contain 5 visible and near-infrared (VNIR) bands and 2 short-wave infrared (SWIR) bands processed to orthorectified surface reflectance, and one thermal ... | | [cfmask](https://developers.google.com/earth-engine/datasets/tags/cfmask) [cloud](https://developers.google.com/earth-engine/datasets/tags/cloud) [fmask](https://developers.google.com/earth-engine/datasets/tags/fmask) [global](https://developers.google.com/earth-engine/datasets/tags/global) [l9sr](https://developers.google.com/earth-engine/datasets/tags/l9sr) [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) |