- |---| | [### Harmonized Sentinel-2 MSI: MultiSpectral Instrument, Level-2A (SR) ![](https://developers.google.com/earth-engine/datasets/images/COPERNICUS/COPERNICUS_S2_SR_HARMONIZED_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2_SR_HARMONIZED) | | After 2022-01-25, Sentinel-2 scenes with PROCESSING_BASELINE '04.00' or above have their DN (value) range shifted by 1000. The HARMONIZED collection shifts data in newer scenes to be in the same range as in older scenes. Sentinel-2 is a wide-swath, high-resolution, multi-spectral imaging mission supporting Copernicus ... | | [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) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### Landsat Collection 2 Tier 1 Level 2 32-Day Composite ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_COMPOSITES_C02_T1_L2_32DAY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_COMPOSITES_C02_T1_L2_32DAY) | | These Landsat Collection 2 Tier 1 Level 2 composites are made from Tier 1 Level 2 orthorectified scenes, and include the SR bands: blue, green, red, nir, swir1, swir2, and thermal. These composites are created from all the scenes in each 32-day period beginning from ... | | [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [landsat-composite](https://developers.google.com/earth-engine/datasets/tags/landsat-composite) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) [usgs](https://developers.google.com/earth-engine/datasets/tags/usgs) | - |---| | [### Landsat Collection 2 Tier 1 Level 2 8-Day Composite ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_COMPOSITES_C02_T1_L2_8DAY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_COMPOSITES_C02_T1_L2_8DAY) | | These Landsat Collection 2 Tier 1 Level 2 composites are made from Tier 1 Level 2 orthorectified scenes, and include the SR bands: blue, green, red, nir, swir1, swir2, and thermal. These composites are created from all the scenes in each 8-day period beginning from ... | | [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [landsat-composite](https://developers.google.com/earth-engine/datasets/tags/landsat-composite) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) [usgs](https://developers.google.com/earth-engine/datasets/tags/usgs) | - |---| | [### Landsat Collection 2 Tier 1 Level 2 Annual Composite ![](https://developers.google.com/earth-engine/datasets/images/LANDSAT/LANDSAT_COMPOSITES_C02_T1_L2_ANNUAL_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/LANDSAT_COMPOSITES_C02_T1_L2_ANNUAL) | | These Landsat Collection 2 Tier 1 Level 2 composites are made from Tier 1 Level 2 orthorectified scenes, and include the SR bands: blue, green, red, nir, swir1, swir2, and thermal. These composites are created from all the scenes in each annual period beginning from ... | | [landsat](https://developers.google.com/earth-engine/datasets/tags/landsat) [landsat-composite](https://developers.google.com/earth-engine/datasets/tags/landsat-composite) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) [usgs](https://developers.google.com/earth-engine/datasets/tags/usgs) | - |---| | [### Landsat Image Mosaic of Antarctica (LIMA) - Processed Landsat Scenes (16 bit) ![](https://developers.google.com/earth-engine/datasets/images/USGS/USGS_LIMA_SR_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/USGS_LIMA_SR) | | The Landsat Image Mosaic of Antarctica (LIMA) is a seamless and virtually cloudless mosaic created from processed Landsat 7 ETM+ scenes. Processed Landsat Scenes (16 bit) are Level 1Gt NLAPS scenes converted to 16 bit, processed with sun-angle correction, and converted to reflectance values (Bindschadler ... | | [antarctica](https://developers.google.com/earth-engine/datasets/tags/antarctica) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [landsat-derived](https://developers.google.com/earth-engine/datasets/tags/landsat-derived) [lima](https://developers.google.com/earth-engine/datasets/tags/lima) [mosaic](https://developers.google.com/earth-engine/datasets/tags/mosaic) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### Landsat Image Mosaic of Antarctica (LIMA) - Processed Landsat Scenes (16 bit) Metadata ![](https://developers.google.com/earth-engine/datasets/images/USGS/USGS_LIMA_SR_METADATA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/USGS_LIMA_SR_METADATA) | | The Landsat Image Mosaic of Antarctica (LIMA) is a seamless and virtually cloudless mosaic created from processed Landsat 7 ETM+ scenes. Processed Landsat Scenes (16 bit) are Level 1Gt NLAPS scenes converted to 16 bit, processed with sun-angle correction, and converted to reflectance values (Bindschadler ... | | [antarctica](https://developers.google.com/earth-engine/datasets/tags/antarctica) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [landsat-derived](https://developers.google.com/earth-engine/datasets/tags/landsat-derived) [lima](https://developers.google.com/earth-engine/datasets/tags/lima) [mosaic](https://developers.google.com/earth-engine/datasets/tags/mosaic) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### Landsat Image Mosaic of Antarctica (LIMA) 16-Bit Pan-Sharpened Mosaic ![](https://developers.google.com/earth-engine/datasets/images/USGS/USGS_LIMA_MOSAIC_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/USGS_LIMA_MOSAIC) | | The Landsat Image Mosaic of Antarctica (LIMA) is a seamless and virtually cloudless mosaic created from processed Landsat 7 ETM+ scenes. This LIMA dataset is the 16-bit Intermediate LIMA. The mosaic consists of pan-sharpened normalized surface reflectance scenes (Landsat ETM+ bands 1, 2, 3, and ... | | [antarctica](https://developers.google.com/earth-engine/datasets/tags/antarctica) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [landsat-derived](https://developers.google.com/earth-engine/datasets/tags/landsat-derived) [lima](https://developers.google.com/earth-engine/datasets/tags/lima) [mosaic](https://developers.google.com/earth-engine/datasets/tags/mosaic) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MOD09A1.061 Terra Surface Reflectance 8-Day Global 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD09A1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09A1) | | The MOD09A1 V6.1 product provides an estimate of the surface spectral reflectance of Terra MODIS bands 1-7 at 500m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the seven reflectance bands is a quality layer and four observation ... | | [8-day](https://developers.google.com/earth-engine/datasets/tags/8-day) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) | - |---| | [### MOD09GA.061 Terra Surface Reflectance Daily Global 1km and 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD09GA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GA) | | The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MOD09GA version 6.1 provides bands 1-7 in ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) | - |---| | [### MOD09GQ.061 Terra Surface Reflectance Daily Global 250m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD09GQ_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09GQ) | | The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MOD09GQ version 6.1 provides bands 1 and ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) [sr](https://developers.google.com/earth-engine/datasets/tags/sr) | - |---| | [### MOD09Q1.061 Terra Surface Reflectance 8-Day Global 250m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD09Q1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD09Q1) | | The MOD09Q1 product provides an estimate of the surface spectral reflectance of bands 1 and 2 at 250m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the two reflectance bands, a quality layer is also included. For each ... | | [8-day](https://developers.google.com/earth-engine/datasets/tags/8-day) [global](https://developers.google.com/earth-engine/datasets/tags/global) [mod09q1](https://developers.google.com/earth-engine/datasets/tags/mod09q1) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MODOCGA.006 Terra Ocean Reflectance Daily Global 1km ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_006_MODOCGA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_006_MODOCGA) | | The MODOCGA V6 ocean reflectance product consists of 1 kilometer reflectance data from Terra MODIS bands 8-16. The product is referred to as ocean reflectance, because bands 8-16 are used primarily to produce ocean products, but this is not an ocean product as the tiles ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) | - |---| | [### MYD09A1.061 Aqua Surface Reflectance 8-Day Global 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD09A1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09A1) | | The MYD09A1 V6.1 product provides an estimate of the surface spectral reflectance of Aqua MODIS bands 1-7 at 500m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the seven reflectance bands is a quality layer and four observation ... | | [8-day](https://developers.google.com/earth-engine/datasets/tags/8-day) [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MYD09GA.061 Aqua Surface Reflectance Daily Global 1km and 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD09GA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GA) | | The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MYD09GA version 6.1 provides bands 1-7 in ... | | [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MYD09GQ.061 Aqua Surface Reflectance Daily Global 250m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD09GQ_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09GQ) | | The MODIS Surface Reflectance products provide an estimate of the surface spectral reflectance as it would be measured at ground level in the absence of atmospheric scattering or absorption. Low-level data are corrected for atmospheric gases and aerosols. MYD09GQ version 6.1 provides bands 1 and ... | | [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MYD09Q1.061 Aqua Surface Reflectance 8-Day Global 250m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD09Q1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD09Q1) | | The MYD09Q1 product provides an estimate of the surface spectral reflectance of bands 1 and 2 at 250m resolution and corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the two reflectance bands, a quality layer is also included. For each ... | | [8-day](https://developers.google.com/earth-engine/datasets/tags/8-day) [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### MYDOCGA.006 Aqua Ocean Reflectance Daily Global 1km ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_006_MYDOCGA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_006_MYDOCGA) | | The MYDOCGA V6 ocean reflectance product consists of 1 kilometer reflectance data from Aqua MODIS bands 8-16. The product is referred to as ocean reflectance, because bands 8-16 are used primarily to produce ocean products, but this is not an ocean product as the tiles ... | | [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) | - |---| | [### NICFI Satellite Data Program Basemaps for Tropical Forest Monitoring - Africa ![](https://developers.google.com/earth-engine/datasets/images/planet-nicfi/projects_planet-nicfi_assets_basemaps_africa_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_planet-nicfi_assets_basemaps_africa) | | This image collection provides access to high-resolution satellite monitoring of the tropics for the primary purpose of reducing and reversing the loss of tropical forests, contributing to combating climate change, conserving biodiversity, contributing to forest regrowth, restoration and enhancement, and facilitating sustainable development, all of ... | | [basemaps](https://developers.google.com/earth-engine/datasets/tags/basemaps) [forest](https://developers.google.com/earth-engine/datasets/tags/forest) [nicfi](https://developers.google.com/earth-engine/datasets/tags/nicfi) [planet](https://developers.google.com/earth-engine/datasets/tags/planet) [planet-nicfi](https://developers.google.com/earth-engine/datasets/tags/planet-nicfi) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### NICFI Satellite Data Program Basemaps for Tropical Forest Monitoring - Americas ![](https://developers.google.com/earth-engine/datasets/images/planet-nicfi/projects_planet-nicfi_assets_basemaps_americas_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_planet-nicfi_assets_basemaps_americas) | | This image collection provides access to high-resolution satellite monitoring of the tropics for the primary purpose of reducing and reversing the loss of tropical forests, contributing to combating climate change, conserving biodiversity, contributing to forest regrowth, restoration and enhancement, and facilitating sustainable development, all of ... | | [basemaps](https://developers.google.com/earth-engine/datasets/tags/basemaps) [forest](https://developers.google.com/earth-engine/datasets/tags/forest) [nicfi](https://developers.google.com/earth-engine/datasets/tags/nicfi) [planet](https://developers.google.com/earth-engine/datasets/tags/planet) [planet-nicfi](https://developers.google.com/earth-engine/datasets/tags/planet-nicfi) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### NICFI Satellite Data Program Basemaps for Tropical Forest Monitoring - Asia ![](https://developers.google.com/earth-engine/datasets/images/planet-nicfi/projects_planet-nicfi_assets_basemaps_asia_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_planet-nicfi_assets_basemaps_asia) | | This image collection provides access to high-resolution satellite monitoring of the tropics for the primary purpose of reducing and reversing the loss of tropical forests, contributing to combating climate change, conserving biodiversity, contributing to forest regrowth, restoration and enhancement, and facilitating sustainable development, all of ... | | [basemaps](https://developers.google.com/earth-engine/datasets/tags/basemaps) [forest](https://developers.google.com/earth-engine/datasets/tags/forest) [nicfi](https://developers.google.com/earth-engine/datasets/tags/nicfi) [planet](https://developers.google.com/earth-engine/datasets/tags/planet) [planet-nicfi](https://developers.google.com/earth-engine/datasets/tags/planet-nicfi) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### NOAA CDR AVHRR: Surface Reflectance, Version 5 ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CDR_AVHRR_SR_V5_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_AVHRR_SR_V5) | | The NOAA Climate Data Record (CDR) of AVHRR Surface Reflectance contains gridded daily surface reflectance and brightness temperatures derived from the Advanced Very High Resolution Radiometer (AVHRR) sensors onboard seven NOAA polar orbiting satellites. The data are gridded at a resolution of 0.05° and computed ... | | [avhrr](https://developers.google.com/earth-engine/datasets/tags/avhrr) [cdr](https://developers.google.com/earth-engine/datasets/tags/cdr) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [land](https://developers.google.com/earth-engine/datasets/tags/land) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) | - |---| | [### NOAA CDR GRIDSAT-B1: Geostationary IR Channel Brightness Temperature ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CDR_GRIDSAT-B1_V2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_GRIDSAT-B1_V2) | | Note: This dataset has not been updated by the provider since 2024-03-31 due to ongoing infrastructure updates. There is no current timeline for when dataset updates will resume. This dataset provides a high quality Climate Data Record (CDR) of global infrared measurements from geostationary satellites. ... | | [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) [infrared](https://developers.google.com/earth-engine/datasets/tags/infrared) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) | - |---| | [### 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) | - |---| | [### VJ209GA: VIIRS Surface Reflectance Daily 500m and 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VJ209GA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VJ209GA) | | The Visible Infrared Imaging Radiometer Suite (VIIRS) daily surface reflectance (VJ209GA) Version 2 product provides an estimate of land surface reflectance from the Joint Polar Satellite System (JPSS-2) / NOAA-21 VIIRS sensor. Data are provided for three imagery bands (I1, I2, I3) at nominal 500 ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [noaa21](https://developers.google.com/earth-engine/datasets/tags/noaa21) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### VJ209H1: VIIRS Surface Reflectance 8-Day L3 Global 500m ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VJ209H1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VJ209H1) | | The 8-day Visible Infrared Imaging Radiometer Suite (VIIRS) Surface Reflectance (VJ209H1) Version 2 composite product provides an estimate of land surface reflectance from the Joint Polar Satellite System (JPSS-2) / NOAA-21 VIIRS sensor for three imagery bands (I1, I2, I3) at nominal 500 meter resolution ... | | [8-day](https://developers.google.com/earth-engine/datasets/tags/8-day) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [noaa21](https://developers.google.com/earth-engine/datasets/tags/noaa21) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### VNP09GA: VIIRS Surface Reflectance Daily 500m and 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VNP09GA_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09GA) | | The Visible Infrared Imaging Radiometer Suite (VIIRS) daily surface reflectance (VNP09GA) product provides an estimate of land surface reflectance from the Suomi National Polar-Orbiting Partnership (S-NPP) VIIRS sensor. Data are provided for three imagery bands (I1, I2, I3) at nominal 500 meter resolution (\~463 meter) ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [npp](https://developers.google.com/earth-engine/datasets/tags/npp) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) | - |---| | [### VNP09H1: VIIRS Surface Reflectance 8-Day L3 Global 500m ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VNP09H1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP09H1) | | The 8-day Visible Infrared Imaging Radiometer Suite (VIIRS) Surface Reflectance (VNP09H1) Version 1 composite product provides an estimate of land surface reflectance from the Suomi National Polar-orbiting Partnership (Suomi NPP) VIIRS sensor for three imagery bands (I1, I2, I3) at nominal 500m resolution (\~463m). The ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [npp](https://developers.google.com/earth-engine/datasets/tags/npp) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) [satellite-imagery](https://developers.google.com/earth-engine/datasets/tags/satellite-imagery) |