- |---| | [### AG100: ASTER Global Emissivity Dataset 100-meter V003 ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_ASTER_GED_AG100_003_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_ASTER_GED_AG100_003) | | The Advanced Spaceborne Thermal Emission and Reflection Radiometer Global Emissivity Database (ASTER-GED) was developed by the National Aeronautics and Space Administration's (NASA) Jet Propulsion Laboratory (JPL), California Institute of Technology. This product includes the mean emissivity and standard deviation for all 5 ASTER Thermal Infrared ... | | [aster](https://developers.google.com/earth-engine/datasets/tags/aster) [elevation](https://developers.google.com/earth-engine/datasets/tags/elevation) [emissivity](https://developers.google.com/earth-engine/datasets/tags/emissivity) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [infrared](https://developers.google.com/earth-engine/datasets/tags/infrared) [jpl](https://developers.google.com/earth-engine/datasets/tags/jpl) | - |---| | [### CFSR: Climate Forecast System Reanalysis Harmonized ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CFSR_HARMONIZED_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSR_HARMONIZED) | | The National Centers for Environmental Prediction (NCEP) Climate Forecast System Reanalysis (CFSR) was designed and executed as a global, high-resolution, coupled atmosphere-ocean-land surface-sea ice system to provide the best estimate of the state of these coupled domains over the 32-year period of record from January ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [daylight](https://developers.google.com/earth-engine/datasets/tags/daylight) [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) [ncep](https://developers.google.com/earth-engine/datasets/tags/ncep) | - |---| | [### CFSV2: NCEP Climate Forecast System Version 2, 6-Hourly Products Harmonized ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CFSV2_FOR6H_HARMONIZED_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CFSV2_FOR6H_HARMONIZED) | | The National Centers for Environmental Prediction (NCEP) Climate Forecast System (CFS) is a fully coupled model representing the interaction between the Earth's atmosphere, oceans, land, and sea ice. CFS was developed at the Environmental Modeling Center (EMC) at NCEP. The operational CFS was upgraded to ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [daylight](https://developers.google.com/earth-engine/datasets/tags/daylight) [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) [ncep](https://developers.google.com/earth-engine/datasets/tags/ncep) | - |---| | [### CHIRTS Temperature Daily: Climate Hazards Center InfraRed Temperature with Stations daily data product ![](https://developers.google.com/earth-engine/datasets/images/UCSB-CHG/UCSB-CHG_CHIRTS_DAILY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/UCSB-CHG_CHIRTS_DAILY) | | The Climate Hazards Center InfraRed Temperature with Stations daily temperature data product (CHIRTS-daily; Verdin et al. 2020) is a quasi global, high-resolution gridded dataset (0.05° × 0.05° resolution, 60°S - 70°N) that provides daily minimum (Tmin) and maximum 2-meter temperatures (Tmax) and four derived variables: saturation vapor ... | | [chg](https://developers.google.com/earth-engine/datasets/tags/chg) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [era5](https://developers.google.com/earth-engine/datasets/tags/era5) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [reanalysis](https://developers.google.com/earth-engine/datasets/tags/reanalysis) | - |---| | [### Daymet V4: Daily Surface Weather and Climatological Summaries ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_ORNL_DAYMET_V4_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_ORNL_DAYMET_V4) | | Daymet V4 provides gridded estimates of daily weather parameters for Continental North America, Hawaii, and Puerto Rico (Data for Puerto Rico is available starting in 1950). It is derived from selected meteorological station data and various supporting data sources. Compared to the previous version, Daymet ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [daylight](https://developers.google.com/earth-engine/datasets/tags/daylight) [flux](https://developers.google.com/earth-engine/datasets/tags/flux) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### ECMWF Near-Realtime IFS Atmospheric Forecasts ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_NRT_FORECAST_IFS_OPER_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_NRT_FORECAST_IFS_OPER) | | This dataset contains 15-day forecasts of the atmospheric model variables generated by the ECMWF Integrated Forecasting System (IFS) at 0.25 degree resolution. We refer to these as Near-Realtime (NRT) because new products are released twice a day after the release of the ECMWF realtime forecast ... | | [dewpoint](https://developers.google.com/earth-engine/datasets/tags/dewpoint) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [global](https://developers.google.com/earth-engine/datasets/tags/global) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) | - |---| | [### ECOSTRESS Land Surface Temperature and Emissivity L2 Global 70 m V002 ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_ECOSTRESS_L2T_LSTE_V2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_ECOSTRESS_L2T_LSTE_V2) | | The ECOSTRESS Land Surface Temperature and Emissivity (ECO_L2T_LSTE) V002 dataset provides Land Surface Temperature (LST), LST error, Quality Control flags, Broadband Emissivity, cloud mask, surface height, water mask, and view zenith angle data at a 70m spatial resolution. This product is derived from ECOSTRESS observations ... | | [ecostress](https://developers.google.com/earth-engine/datasets/tags/ecostress) [emissivity](https://developers.google.com/earth-engine/datasets/tags/emissivity) [land](https://developers.google.com/earth-engine/datasets/tags/land) [lst](https://developers.google.com/earth-engine/datasets/tags/lst) [plant-productivity](https://developers.google.com/earth-engine/datasets/tags/plant-productivity) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) | - |---| | [### ERA5 Daily Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_DAILY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_DAILY) | | ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset. ERA5 replaces its predecessor, the ERA-Interim reanalysis. ERA5 DAILY provides aggregated values for each day for ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [dewpoint](https://developers.google.com/earth-engine/datasets/tags/dewpoint) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5](https://developers.google.com/earth-engine/datasets/tags/era5) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) | - |---| | [### ERA5 Hourly - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_HOURLY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_HOURLY) | | ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. It is produced by the Copernicus Climate Change Service (C3S) at ECMWF. Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset using the laws of ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5](https://developers.google.com/earth-engine/datasets/tags/era5) [hourly](https://developers.google.com/earth-engine/datasets/tags/hourly) | - |---| | [### ERA5 Hourly Pressure Levels - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_HOURLY_PRESSURE_LEVELS_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_HOURLY_PRESSURE_LEVELS) | | ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset. ERA5 replaces its predecessor, the ERA-Interim reanalysis. This dataset contains 3D parameters at 37 pressure levels. | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5](https://developers.google.com/earth-engine/datasets/tags/era5) [hourly](https://developers.google.com/earth-engine/datasets/tags/hourly) | - |---| | [### ERA5 Monthly Aggregates - Latest Climate Reanalysis Produced by ECMWF / Copernicus Climate Change Service ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_MONTHLY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_MONTHLY) | | ERA5 is the fifth generation ECMWF atmospheric reanalysis of the global climate. Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset. ERA5 replaces its predecessor, the ERA-Interim reanalysis. ERA5 MONTHLY provides aggregated values for each month for ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [dewpoint](https://developers.google.com/earth-engine/datasets/tags/dewpoint) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5](https://developers.google.com/earth-engine/datasets/tags/era5) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) | - |---| | [### ERA5-Land Daily Aggregated - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_LAND_DAILY_AGGR_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_DAILY_AGGR) | | ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA5. ERA5-Land has been produced by replaying the land component of the ECMWF ERA5 climate reanalysis. Reanalysis combines model data with ... | | [cds](https://developers.google.com/earth-engine/datasets/tags/cds) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5-land](https://developers.google.com/earth-engine/datasets/tags/era5-land) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) | - |---| | [### ERA5-Land Hourly - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_LAND_HOURLY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY) | | ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA5. ERA5-Land has been produced by replaying the land component of the ECMWF ERA5 climate reanalysis. Reanalysis combines model data with ... | | [cds](https://developers.google.com/earth-engine/datasets/tags/cds) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5-land](https://developers.google.com/earth-engine/datasets/tags/era5-land) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) | - |---| | [### ERA5-Land Monthly Aggregated - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_LAND_MONTHLY_AGGR_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_AGGR) | | ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA5. ERA5-Land has been produced by replaying the land component of the ECMWF ERA5 climate reanalysis. Reanalysis combines model data with ... | | [cds](https://developers.google.com/earth-engine/datasets/tags/cds) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5-land](https://developers.google.com/earth-engine/datasets/tags/era5-land) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) | - |---| | [### ERA5-Land Monthly Averaged by Hour of Day - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_MONTHLY_BY_HOUR) | | ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA5. ERA5-Land has been produced by replaying the land component of the ECMWF ERA5 climate reanalysis. Reanalysis combines model data with ... | | [cds](https://developers.google.com/earth-engine/datasets/tags/cds) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5-land](https://developers.google.com/earth-engine/datasets/tags/era5-land) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) | - |---| | [### ERA5-Land Static - ECMWF Climate Reanalysis ![](https://developers.google.com/earth-engine/datasets/images/ECMWF/ECMWF_ERA5_LAND_STATIC_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_STATIC) | | ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA5. ERA5-Land has been produced by replaying the land component of the ECMWF ERA5 climate reanalysis. Reanalysis combines model data with ... | | [cds](https://developers.google.com/earth-engine/datasets/tags/cds) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [copernicus](https://developers.google.com/earth-engine/datasets/tags/copernicus) [ecmwf](https://developers.google.com/earth-engine/datasets/tags/ecmwf) [era5-land](https://developers.google.com/earth-engine/datasets/tags/era5-land) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) | - |---| | [### FLDAS: Famine Early Warning Systems Network (FEWS NET) Land Data Assimilation System ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_FLDAS_NOAH01_C_GL_M_V001_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_FLDAS_NOAH01_C_GL_M_V001) | | The FLDAS dataset (McNally et al. 2017), was designed to assist with food security assessments in data-sparse, developing country settings. It includes information on many climate-related variables including moisture content, humidity, evapotranspiration, average soil temperature, total precipitation rate, etc. There are multiple different FLDAS datasets; ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [evapotranspiration](https://developers.google.com/earth-engine/datasets/tags/evapotranspiration) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [ldas](https://developers.google.com/earth-engine/datasets/tags/ldas) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) | - |---| | [### 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) | - |---| | [### GLDAS-2.1: Global Land Data Assimilation System ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GLDAS_V021_NOAH_G025_T3H_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V021_NOAH_G025_T3H) | | NASA Global Land Data Assimilation System Version 2 (GLDAS-2) has three components: GLDAS-2.0, GLDAS-2.1, and GLDAS-2.2. GLDAS-2.0 is forced entirely with the Princeton meteorological forcing input data and provides a temporally consistent series from 1948 through 2014. GLDAS-2.1 is forced with a combination of model ... | | [3-hourly](https://developers.google.com/earth-engine/datasets/tags/3-hourly) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) [forcing](https://developers.google.com/earth-engine/datasets/tags/forcing) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) | - |---| | [### GLDAS-2.2: Global Land Data Assimilation System ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GLDAS_V022_CLSM_G025_DA1D_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V022_CLSM_G025_DA1D) | | NASA Global Land Data Assimilation System Version 2 (GLDAS-2) has three components: GLDAS-2.0, GLDAS-2.1, and GLDAS-2.2. GLDAS-2.0 is forced entirely with the Princeton meteorological forcing input data and provides a temporally consistent series from 1948 through 2014. GLDAS-2.1 is forced with a combination of model ... | | [3-hourly](https://developers.google.com/earth-engine/datasets/tags/3-hourly) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) [forcing](https://developers.google.com/earth-engine/datasets/tags/forcing) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) | - |---| | [### GRIDMET: University of Idaho Gridded Surface Meteorological Dataset ![](https://developers.google.com/earth-engine/datasets/images/IDAHO_EPSCOR/IDAHO_EPSCOR_GRIDMET_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_GRIDMET) | | The Gridded Surface Meteorological dataset provides high spatial resolution (\~4-km) daily surface fields of temperature, precipitation, winds, humidity and radiation across the contiguous United States from 1979. The dataset blends the high resolution spatial data from PRISM with the high temporal resolution data from the ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [gridmet](https://developers.google.com/earth-engine/datasets/tags/gridmet) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [merced](https://developers.google.com/earth-engine/datasets/tags/merced) [metdata](https://developers.google.com/earth-engine/datasets/tags/metdata) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) | - |---| | [### MERRA-2 M2T1NXLND: Land Surface Diagnostics V5.12.4 ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GSFC_MERRA_lnd_2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_lnd_2) | | M2T1NXLND (or tavg1_2d_lnd_Nx) is an hourly time-averaged data collection in Modern-Era Retrospective analysis for Research and Applications version 2 (MERRA-2). This collection consists of land surface diagnostics, such a baseflow flux, runoff, surface soil wetness, root zone soil wetness, water at surface layer, water at ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [merra](https://developers.google.com/earth-engine/datasets/tags/merra) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) | - |---| | [### MERRA-2 M2T1NXRAD: Radiation Diagnostics V5.12.4 ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GSFC_MERRA_rad_2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_rad_2) | | M2T1NXRAD (or tavg1_2d_rad_Nx) is an hourly time-averaged data collection in Modern-Era Retrospective analysis for Research and Applications version 2 (MERRA-2). This collection consists of radiation diagnostics, such as surface albedo, cloud area fraction, in cloud optical thickness, surface incoming shortwave flux (i.e. solar radiation), surface ... | | [albedo](https://developers.google.com/earth-engine/datasets/tags/albedo) [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [emissivity](https://developers.google.com/earth-engine/datasets/tags/emissivity) [merra](https://developers.google.com/earth-engine/datasets/tags/merra) [shortwave](https://developers.google.com/earth-engine/datasets/tags/shortwave) | - |---| | [### MERRA-2 M2T1NXSLV: Single-Level Diagnostics V5.12.4 ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GSFC_MERRA_slv_2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GSFC_MERRA_slv_2) | | M2T1NXSLV (or tavg1_2d_slv_Nx) is an hourly time-averaged 2-dimensional data collection in Modern-Era Retrospective analysis for Research and Applications version 2 (MERRA-2). This collection consists of meteorology diagnostics at popularly used vertical levels, such as air temperature at 2-meter (or at 10-meter, 850hPa, 500 hPa, 250hPa), ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [merra](https://developers.google.com/earth-engine/datasets/tags/merra) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [pressure](https://developers.google.com/earth-engine/datasets/tags/pressure) | - |---| | [### MOD08_M3.061 Terra Atmosphere Monthly Global Product ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD08_M3_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD08_M3) | | MOD08_M3 V6.1 is an atmosphere global product that contains monthly 1 x 1 degree grid average values of atmospheric parameters. These parameters are related to atmospheric aerosol particle properties, total ozone burden, atmospheric water vapor, cloud optical and physical properties, and atmospheric stability indices. The ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) | - |---| | [### MYD08_M3.061 Aqua Atmosphere Monthly Global Product ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD08_M3_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD08_M3) | | MYD08_M3 V6.1 is an atmosphere global product that contains monthly 1 x 1 degree grid average values of atmospheric parameters. These parameters are related to atmospheric aerosol particle properties, total ozone burden, atmospheric water vapor, cloud optical and physical properties, and atmospheric stability indices. The ... | | [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [global](https://developers.google.com/earth-engine/datasets/tags/global) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) | - |---| | [### NCEP/NCAR Reanalysis Data, Surface Temperature \[deprecated\] ![](https://developers.google.com/earth-engine/datasets/images/NCEP_RE/NCEP_RE_surface_temp_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NCEP_RE_surface_temp) | | The NCEP/NCAR Reanalysis Project is a joint project between the National Centers for Environmental Prediction (NCEP, formerly "NMC") and the National Center for Atmospheric Research (NCAR). The goal of this joint effort is to produce new atmospheric analyses using historical data as well as to ... | | [atmosphere](https://developers.google.com/earth-engine/datasets/tags/atmosphere) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [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) [reanalysis](https://developers.google.com/earth-engine/datasets/tags/reanalysis) | - |---| | [### NEX-DCP30: Ensemble Stats for NASA Earth Exchange Downscaled Climate Projections ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_NEX-DCP30_ENSEMBLE_STATS_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30_ENSEMBLE_STATS) | | The NASA NEX-DCP30 dataset is comprised of downscaled climate scenarios for the conterminous United States that are derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 5 (CMIP5, see Taylor et al. 2012) and across the four greenhouse ... | | [cag](https://developers.google.com/earth-engine/datasets/tags/cag) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cmip5](https://developers.google.com/earth-engine/datasets/tags/cmip5) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [ipcc](https://developers.google.com/earth-engine/datasets/tags/ipcc) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### NEX-DCP30: NASA Earth Exchange Downscaled Climate Projections ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_NEX-DCP30_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-DCP30) | | The NASA NEX-DCP30 dataset is comprised of downscaled climate scenarios for the conterminous United States that are derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 5 (CMIP5, see Taylor et al. 2012) and across the four greenhouse ... | | [cag](https://developers.google.com/earth-engine/datasets/tags/cag) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cmip5](https://developers.google.com/earth-engine/datasets/tags/cmip5) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [ipcc](https://developers.google.com/earth-engine/datasets/tags/ipcc) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### NEX-GDDP-CMIP6: NASA Earth Exchange Global Daily Downscaled Climate Projections ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GDDP-CMIP6_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GDDP-CMIP6) | | The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6, see Thrasher et al. 2022) and across two of the four "Tier 1" greenhouse gas emissions scenarios ... | | [cag](https://developers.google.com/earth-engine/datasets/tags/cag) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [gddp](https://developers.google.com/earth-engine/datasets/tags/gddp) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [ipcc](https://developers.google.com/earth-engine/datasets/tags/ipcc) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### NEX-GDDP: NASA Earth Exchange Global Daily Downscaled Climate Projections ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_NEX-GDDP_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_NEX-GDDP) | | The NASA NEX-GDDP dataset is comprised of downscaled climate scenarios for the globe that are derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 5 (CMIP5, see Taylor et al. 2012) and across two of the four greenhouse ... | | [cag](https://developers.google.com/earth-engine/datasets/tags/cag) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cmip5](https://developers.google.com/earth-engine/datasets/tags/cmip5) [gddp](https://developers.google.com/earth-engine/datasets/tags/gddp) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [ipcc](https://developers.google.com/earth-engine/datasets/tags/ipcc) | - |---| | [### NLDAS-2: North American Land Data Assimilation System Forcing Fields ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_NLDAS_FORA0125_H002_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_NLDAS_FORA0125_H002) | | Land Data Assimilation System (LDAS) combines multiple sources of observations (such as precipitation gauge data, satellite data, and radar precipitation measurements) to produce estimates of climatological properties at or near the Earth''s surface. This dataset is the primary (default) forcing file (File A) for Phase ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) [forcing](https://developers.google.com/earth-engine/datasets/tags/forcing) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [hourly](https://developers.google.com/earth-engine/datasets/tags/hourly) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) | - |---| | [### NOAA AVHRR Pathfinder Version 5.3 Collated Global 4km Sea Surface Temperature ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CDR_SST_PATHFINDER_V53_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_SST_PATHFINDER_V53) | | The AVHRR Pathfinder Version 5.3 Sea Surface Temperature dataset (PFV53) is a collection of global, twice-daily 4km sea surface temperature data produced in a partnership by the NOAA National Oceanographic Data Center and the University of Miami's Rosenstiel School of Marine and Atmospheric Science. PFV53 ... | | [avhrr](https://developers.google.com/earth-engine/datasets/tags/avhrr) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) [sst](https://developers.google.com/earth-engine/datasets/tags/sst) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) [wind](https://developers.google.com/earth-engine/datasets/tags/wind) | - |---| | [### NOAA CDR OISST v02r01: Optimum Interpolation Sea Surface Temperature ![](https://developers.google.com/earth-engine/datasets/images/NOAA/NOAA_CDR_OISST_V2_1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NOAA_CDR_OISST_V2_1) | | The NOAA 1/4 degree daily Optimum Interpolation Sea Surface Temperature (OISST) provides complete ocean temperature fields constructed by combining bias-adjusted observations from different platforms (satellite, ships, buoys) on a regular global grid, with gaps filled in by interpolation. Satellite data from the Advanced Very High ... | | [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) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) | - |---| | [### 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) | - |---| | [### Ocean Color SMI: Standard Mapped Image MODIS Aqua Data ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_OCEANDATA_MODIS-Aqua_L3SMI_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Aqua_L3SMI) | | This level 3 product includes ocean color and satellite ocean biology data produced or collected under EOSDIS. This dataset may be used for studying the biology and hydrology of coastal zones, changes in the diversity and geographical distribution of coastal marine habitats, biogeochemical fluxes and ... | | [biology](https://developers.google.com/earth-engine/datasets/tags/biology) [chlorophyll](https://developers.google.com/earth-engine/datasets/tags/chlorophyll) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [oceandata](https://developers.google.com/earth-engine/datasets/tags/oceandata) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) | - |---| | [### Ocean Color SMI: Standard Mapped Image MODIS Terra Data ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_OCEANDATA_MODIS-Terra_L3SMI_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_MODIS-Terra_L3SMI) | | This level 3 product includes ocean color and satellite ocean biology data produced or collected under EOSDIS. This dataset may be used for studying the biology and hydrology of coastal zones, changes in the diversity and geographical distribution of coastal marine habitats, biogeochemical fluxes and ... | | [biology](https://developers.google.com/earth-engine/datasets/tags/biology) [chlorophyll](https://developers.google.com/earth-engine/datasets/tags/chlorophyll) [modis](https://developers.google.com/earth-engine/datasets/tags/modis) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [oceandata](https://developers.google.com/earth-engine/datasets/tags/oceandata) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) | - |---| | [### Ocean Color SMI: Standard Mapped Image SeaWiFS Data ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_OCEANDATA_SeaWiFS_L3SMI_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_OCEANDATA_SeaWiFS_L3SMI) | | This level 3 product includes ocean color and satellite ocean biology data produced or collected under EOSDIS. This dataset may be used for studying the biology and hydrology of coastal zones, changes in the diversity and geographical distribution of coastal marine habitats, biogeochemical fluxes and ... | | [biology](https://developers.google.com/earth-engine/datasets/tags/biology) [chlorophyll](https://developers.google.com/earth-engine/datasets/tags/chlorophyll) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [oceandata](https://developers.google.com/earth-engine/datasets/tags/oceandata) [oceans](https://developers.google.com/earth-engine/datasets/tags/oceans) [reflectance](https://developers.google.com/earth-engine/datasets/tags/reflectance) | - |---| | [### PRISM Daily Spatial Dataset ANd ![](https://developers.google.com/earth-engine/datasets/images/OREGONSTATE/OREGONSTATE_PRISM_ANd_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_ANd) | | The PRISM daily and monthly datasets are gridded weather datasets for the conterminous United States, produced by the PRISM Group at Oregon State University. This collection contains both AN81 and AN91 data, indicated by the 'dataset_type' property. Grids are developed using PRISM (Parameter-elevation Regressions on ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [oregonstate](https://developers.google.com/earth-engine/datasets/tags/oregonstate) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [pressure](https://developers.google.com/earth-engine/datasets/tags/pressure) [prism](https://developers.google.com/earth-engine/datasets/tags/prism) | - |---| | [### PRISM Long-Term Normals Dataset Norm91m ![](https://developers.google.com/earth-engine/datasets/images/OREGONSTATE/OREGONSTATE_PRISM_Norm91m_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_Norm91m) | | The PRISM daily and monthly datasets are gridded weather datasets for the conterminous United States, produced by the PRISM Group at Oregon State University. Grids are developed using PRISM (Parameter-elevation Regressions on Independent Slopes Model). PRISM interpolation routines simulate how weather varies with elevation, and ... | | [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [oregonstate](https://developers.google.com/earth-engine/datasets/tags/oregonstate) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [pressure](https://developers.google.com/earth-engine/datasets/tags/pressure) [prism](https://developers.google.com/earth-engine/datasets/tags/prism) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) | - |---| | [### PRISM Monthly Spatial Dataset ANm ![](https://developers.google.com/earth-engine/datasets/images/OREGONSTATE/OREGONSTATE_PRISM_ANm_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/OREGONSTATE_PRISM_ANm) | | The PRISM daily and monthly datasets are gridded weather datasets for the conterminous United States, produced by the PRISM Group at Oregon State University. This collection contains both AN81 and AN91 data, as indicated by the 'dataset_type' property. Grids are developed using PRISM (Parameter-elevation Regressions ... | | [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) [oregonstate](https://developers.google.com/earth-engine/datasets/tags/oregonstate) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [pressure](https://developers.google.com/earth-engine/datasets/tags/pressure) [prism](https://developers.google.com/earth-engine/datasets/tags/prism) | - |---| | [### 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) | - |---| | [### Reprocessed GLDAS-2.0: Global Land Data Assimilation System ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_GLDAS_V20_NOAH_G025_T3H_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_GLDAS_V20_NOAH_G025_T3H) | | NASA Global Land Data Assimilation System Version 2 (GLDAS-2) has three components: GLDAS-2.0, GLDAS-2.1, and GLDAS-2.2. GLDAS-2.0 is forced entirely with the Princeton meteorological forcing input data and provides a temporally consistent series from 1948 through 2014. GLDAS-2.1 is forced with a combination of model ... | | [3-hourly](https://developers.google.com/earth-engine/datasets/tags/3-hourly) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [evaporation](https://developers.google.com/earth-engine/datasets/tags/evaporation) [forcing](https://developers.google.com/earth-engine/datasets/tags/forcing) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) | - |---| | [### SPEIbase: Standardised Precipitation-Evapotranspiration Index database, Version 2.11 ![](https://developers.google.com/earth-engine/datasets/images/CSIC/CSIC_SPEI_2_11_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/CSIC_SPEI_2_11) | | The Global SPEI database (SPEIbase) offers long-time robust information about drought conditions at the global scale, with a 0.5 degree pixel size and monthly cadence. It provides SPEI time scales from 1 to 48 months. The Standardized Precipitation-Evapotranspiration Index (SPEI) expresses, as a standardized variate ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [climate-change](https://developers.google.com/earth-engine/datasets/tags/climate-change) [drought](https://developers.google.com/earth-engine/datasets/tags/drought) [evapotranspiration](https://developers.google.com/earth-engine/datasets/tags/evapotranspiration) [global](https://developers.google.com/earth-engine/datasets/tags/global) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) | - |---| | [### TerraClimate: Monthly Climate and Climatic Water Balance for Global Terrestrial Surfaces, University of Idaho ![](https://developers.google.com/earth-engine/datasets/images/IDAHO_EPSCOR/IDAHO_EPSCOR_TERRACLIMATE_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_TERRACLIMATE) | | TerraClimate is a dataset of monthly climate and climatic water balance for global terrestrial surfaces. It uses climatically aided interpolation, combining high-spatial resolution climatological normals from the WorldClim dataset, with coarser spatial resolution, but time-varying data from CRU Ts4.0 and the Japanese 55-year Reanalysis (JRA55). ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [drought](https://developers.google.com/earth-engine/datasets/tags/drought) [evapotranspiration](https://developers.google.com/earth-engine/datasets/tags/evapotranspiration) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [global](https://developers.google.com/earth-engine/datasets/tags/global) [merced](https://developers.google.com/earth-engine/datasets/tags/merced) | - |---| | [### VJ221A1D.002: Day Land Surface Temperature and Emissivity Daily 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VJ221A1D_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VJ221A1D) | | The NOAA-21 Visible Infrared Imaging Radiometer Suite (VIIRS) Land Surface Temperature and Emissivity (LST\&E) Day Version 2 product (VJ221A1D) is compiled daily from daytime Level 2 Gridded (L2G) intermediate products. The L2G process maps the daily VJ221 swath granules onto a sinusoidal MODIS grid and ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [day](https://developers.google.com/earth-engine/datasets/tags/day) [land](https://developers.google.com/earth-engine/datasets/tags/land) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [surface](https://developers.google.com/earth-engine/datasets/tags/surface) | - |---| | [### VJ221A1N.002: Night Land Surface Temperature and Emissivity Daily 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VJ221A1N_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VJ221A1N) | | The NOAA-21 Visible Infrared Imaging Radiometer Suite (VIIRS) Land Surface Temperature and Emissivity (LST\&E) Night Version 2 product (VJ221A1N) is compiled daily from nighttime Level 2 Gridded (L2G) intermediate products. The L2G process maps the daily VJ221 swath granules onto a sinusoidal MODIS grid and ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [land](https://developers.google.com/earth-engine/datasets/tags/land) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [night](https://developers.google.com/earth-engine/datasets/tags/night) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [surface](https://developers.google.com/earth-engine/datasets/tags/surface) | - |---| | [### VNP21A1D.002: Day Land Surface Temperature and Emissivity Daily 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VNP21A1D_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1D) | | The NASA Suomi National Polar-Orbiting Partnership (Suomi NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) Land Surface Temperature and Emissivity (LST\&E) Day Version 1 product (VNP21A1D) is compiled daily from daytime Level 2 Gridded (L2G) intermediate products. The L2G process maps the daily VNP21 swath granules ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [day](https://developers.google.com/earth-engine/datasets/tags/day) [land](https://developers.google.com/earth-engine/datasets/tags/land) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [surface](https://developers.google.com/earth-engine/datasets/tags/surface) | - |---| | [### VNP21A1N.002: Night Land Surface Temperature and Emissivity Daily 1km ![](https://developers.google.com/earth-engine/datasets/images/NASA/NASA_VIIRS_002_VNP21A1N_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/NASA_VIIRS_002_VNP21A1N) | | The NASA Suomi National Polar-Orbiting Partnership (Suomi NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) Land Surface Temperature and Emissivity (LST\&E) Night Version 1 product (VNP21A1N) is compiled daily from nighttime Level 2 Gridded (L2G) intermediate products. The L2G process maps the daily VNP21 swath granules ... | | [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [land](https://developers.google.com/earth-engine/datasets/tags/land) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) [night](https://developers.google.com/earth-engine/datasets/tags/night) [noaa](https://developers.google.com/earth-engine/datasets/tags/noaa) [surface](https://developers.google.com/earth-engine/datasets/tags/surface) | - |---| | [### WeatherNext 2 ![](https://developers.google.com/earth-engine/datasets/images/gcp-public-data-weathernext/projects_gcp-public-data-weathernext_assets_weathernext_2_0_0_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_gcp-public-data-weathernext_assets_weathernext_2_0_0) | | WeatherNext 2 is an experimental dataset of global medium-range ensemble weather forecasts produced by an operational version of Google DeepMind's Functional Network Generative weather model. The experimental dataset includes real-time and historic data. Real-time data is any data that relates to a time that is ... | | [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [gcp-public-data-weathernext](https://developers.google.com/earth-engine/datasets/tags/gcp-public-data-weathernext) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) [weather](https://developers.google.com/earth-engine/datasets/tags/weather) | - |---| | [### WeatherNext 2 Mean ![](https://developers.google.com/earth-engine/datasets/images/gcp-public-data-weathernext/projects_gcp-public-data-weathernext_assets_weathernext_2_0_0_mean_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_gcp-public-data-weathernext_assets_weathernext_2_0_0_mean) | | WeatherNext 2 Mean is the mean of 64 ensembles of an experimental dataset of global medium-range ensemble weather forecasts produced by an operational version of Google DeepMind's Functional Network Generative weather model. For a dataset containing all ensemble members, please see the (non-mean) WeatherNext 2 ... | | [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [gcp-public-data-weathernext](https://developers.google.com/earth-engine/datasets/tags/gcp-public-data-weathernext) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) [weather](https://developers.google.com/earth-engine/datasets/tags/weather) | - |---| | [### WeatherNext 3 (0.05°) ![](https://developers.google.com/earth-engine/datasets/images/gcp-public-data-weathernext/projects_gcp-public-data-weathernext_assets_weathernext_3_0_0_0p05deg_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_gcp-public-data-weathernext_assets_weathernext_3_0_0_0p05deg) | | WeatherNext 3 (0.05°) dataset is an experimental dataset of global medium-range ensemble weather forecasts by Google DeepMind and Google Research, produced by an operational version of the model described in: WeatherNext 3: Increasing resolution and performance of global weather models with raw observations. Data Access ... | | [flood](https://developers.google.com/earth-engine/datasets/tags/flood) [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [gcp-public-data-weathernext](https://developers.google.com/earth-engine/datasets/tags/gcp-public-data-weathernext) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### WeatherNext 3 (0.1°) ![](https://developers.google.com/earth-engine/datasets/images/gcp-public-data-weathernext/projects_gcp-public-data-weathernext_assets_weathernext_3_0_0_0p1deg_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_gcp-public-data-weathernext_assets_weathernext_3_0_0_0p1deg) | | WeatherNext 3 (0.1°) dataset is an experimental dataset of global medium-range ensemble weather forecasts by Google DeepMind and Google Research, produced by an operational version of the model described in: WeatherNext 3: Increasing resolution and performance of global weather models with raw observations. Data Access ... | | [flood](https://developers.google.com/earth-engine/datasets/tags/flood) [forecast](https://developers.google.com/earth-engine/datasets/tags/forecast) [gcp-public-data-weathernext](https://developers.google.com/earth-engine/datasets/tags/gcp-public-data-weathernext) [humidity](https://developers.google.com/earth-engine/datasets/tags/humidity) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### WorldClim BIO Variables V1 ![](https://developers.google.com/earth-engine/datasets/images/WORLDCLIM/WORLDCLIM_V1_BIO_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/WORLDCLIM_V1_BIO) | | WorldClim V1 Bioclim provides bioclimatic variables that are derived from the monthly temperature and rainfall in order to generate more biologically meaningful values. The bioclimatic variables represent annual trends (e.g., mean annual temperature, annual precipitation), seasonality (e.g., annual range in temperature and precipitation), and extreme ... | | [berkeley](https://developers.google.com/earth-engine/datasets/tags/berkeley) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) [weather](https://developers.google.com/earth-engine/datasets/tags/weather) | - |---| | [### WorldClim Climatology V1 ![](https://developers.google.com/earth-engine/datasets/images/WORLDCLIM/WORLDCLIM_V1_MONTHLY_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/WORLDCLIM_V1_MONTHLY) | | WorldClim version 1 has average monthly global climate data for minimum, mean, and maximum temperature and for precipitation. WorldClim version 1 was developed by Robert J. Hijmans, Susan Cameron, and Juan Parra, at the Museum of Vertebrate Zoology, University of California, Berkeley, in collaboration with ... | | [berkeley](https://developers.google.com/earth-engine/datasets/tags/berkeley) [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [monthly](https://developers.google.com/earth-engine/datasets/tags/monthly) [precipitation](https://developers.google.com/earth-engine/datasets/tags/precipitation) [temperature](https://developers.google.com/earth-engine/datasets/tags/temperature) [weather](https://developers.google.com/earth-engine/datasets/tags/weather) |