- |---| | [### Breathing Earth System Simulator (BESS) Radiation v1 ![](https://developers.google.com/earth-engine/datasets/images/SNU/SNU_ESL_BESS_Rad_v1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/SNU_ESL_BESS_Rad_v1) | | Breathing Earth System Simulator (BESS) is a simplified process-based model that couples atmosphere and canopy radiative transfers, canopy photosynthesis, transpiration, and energy balance. It couples an atmospheric radiative transfer model and artificial neural network with forcings from MODIS atmospheric products to generate 5-km daily products. ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [evapotranspiration](https://developers.google.com/earth-engine/datasets/tags/evapotranspiration) [gpp](https://developers.google.com/earth-engine/datasets/tags/gpp) [modis-derived](https://developers.google.com/earth-engine/datasets/tags/modis-derived) [par](https://developers.google.com/earth-engine/datasets/tags/par) [radiation](https://developers.google.com/earth-engine/datasets/tags/radiation) | - |---| | [### 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) | - |---| | [### 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 ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [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) | - |---| | [### 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-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) | - |---| | [### 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) | - |---| | [### MCD18A1.062 Surface Radiation Daily/3-Hour ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_062_MCD18A1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_062_MCD18A1) | | The MCD18A1 Version 6.2 is a Moderate Resolution Imaging Spectroradiometer (MODIS) Terra and Aqua combined Downward Shortwave Radiation (DSR) gridded Level 3 product produced daily at 1 kilometer pixel resolution with estimates of DSR every 3 hours. DSR is incident solar radiation over land surfaces ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [par](https://developers.google.com/earth-engine/datasets/tags/par) [radiation](https://developers.google.com/earth-engine/datasets/tags/radiation) | - |---| | [### MCD18C2.062 Photosynthetically Active Radiation Daily 3-Hour ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_062_MCD18C2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_062_MCD18C2) | | The MCD18C2 Version 6.2 is a Moderate Resolution Imaging Spectroradiometer (MODIS) Terra and Aqua combined Photosynthetically Active Radiation (PAR) gridded Level 3 product produced daily at 0.05 degree (5,600 meters at the equator) resolution with estimates of PAR every 3 hours. PAR is incident solar ... | | [climate](https://developers.google.com/earth-engine/datasets/tags/climate) [par](https://developers.google.com/earth-engine/datasets/tags/par) [radiation](https://developers.google.com/earth-engine/datasets/tags/radiation) | - |---| | [### 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) | - |---| | [### 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) |