- |---| | [### 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 ... | | [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) | - |---| | [### 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) | - |---| | [### GLIMS 2023: Global Land Ice Measurements From Space ![](https://developers.google.com/earth-engine/datasets/images/GLIMS/GLIMS_20230607_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/GLIMS_20230607) | | Global Land Ice Measurements from Space (GLIMS) is an international initiative with the goal of repeatedly surveying the world's estimated 200,000 glaciers. The project seeks to create a globally comprehensive inventory of land ice, including measurements of glacier area, geometry, surface velocity, and snow line ... | | [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [glacier](https://developers.google.com/earth-engine/datasets/tags/glacier) [glims](https://developers.google.com/earth-engine/datasets/tags/glims) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [landcover](https://developers.google.com/earth-engine/datasets/tags/landcover) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### GLIMS Current: Global Land Ice Measurements From Space ![](https://developers.google.com/earth-engine/datasets/images/GLIMS/GLIMS_current_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/GLIMS_current) | | Global Land Ice Measurements from Space (GLIMS) is an international initiative with the goal of repeatedly surveying the world's estimated 200,000 glaciers. The project seeks to create a globally comprehensive inventory of land ice, including measurements of glacier area, geometry, surface velocity, and snow line ... | | [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [glacier](https://developers.google.com/earth-engine/datasets/tags/glacier) [glims](https://developers.google.com/earth-engine/datasets/tags/glims) [ice](https://developers.google.com/earth-engine/datasets/tags/ice) [landcover](https://developers.google.com/earth-engine/datasets/tags/landcover) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### MOD10A1.061 Terra Snow Cover Daily Global 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD10A1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A1) | | The MOD10A1 V6.1 Snow Cover Daily Global 500m product contains snow cover, snow albedo, fractional snow cover, and quality assessment (QA) data. Snow cover data are based on a snow mapping algorithm that employs a Normalized Difference Snow Index (NDSI) and other criteria tests. General ... | | [albedo](https://developers.google.com/earth-engine/datasets/tags/albedo) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [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) | - |---| | [### MOD10A2.061 Terra Snow Cover 8-Day L3 Global 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MOD10A2_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MOD10A2) | | MOD10A2 is a snow cover dataset from the MODIS on the Terra satellite. The dataset reports the maximum snow cover extent during an eight-day period at the resolution of 500 m. An eight-day compositing period was chosen because that is the exact ground track repeat ... | | [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [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) [nasa](https://developers.google.com/earth-engine/datasets/tags/nasa) | - |---| | [### MYD10A1.061 Aqua Snow Cover Daily Global 500m ![](https://developers.google.com/earth-engine/datasets/images/MODIS/MODIS_061_MYD10A1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/MODIS_061_MYD10A1) | | The MYD10A1 V6 Snow Cover Daily Global 500m product contains snow cover, snow albedo, fractional snow cover, and quality assessment (QA) data. Snow cover data are based on a snow mapping algorithm that employs a Normalized Difference Snow Index (NDSI) and other criteria tests. General ... | | [albedo](https://developers.google.com/earth-engine/datasets/tags/albedo) [aqua](https://developers.google.com/earth-engine/datasets/tags/aqua) [cryosphere](https://developers.google.com/earth-engine/datasets/tags/cryosphere) [daily](https://developers.google.com/earth-engine/datasets/tags/daily) [geophysical](https://developers.google.com/earth-engine/datasets/tags/geophysical) [global](https://developers.google.com/earth-engine/datasets/tags/global) |