Evapotranspiration and Water Use Mapping
Water is one of our most valuable natural resources and understanding how it’s used is essential for managing it wisely. Scientists at the USGS Earth Resources Observation and Science (EROS) Center use satellite data to estimate how much water is lost from the land through evapotranspiration (ET)—the combined effect of evaporation from soil and water surfaces and transpiration from plants.
These ET estimates are generated using tested models developed at EROS, which combine remote sensing and weather data to provide detailed, reliable maps of water use across the United States. This information helps farmers, land managers, and policymakers make informed decisions about irrigation, drought response, and long-term water planning. Updated regularly, these tools support monitoring of seasonal patterns and long-term trends, helping identify areas of concern and guiding sustainable water management across farms, forests, and public lands.
Available Models
SSEBop model
The Operational Simplified Surface Energy Balance (SSEBop) model developed at EROS estimates water use by plants in irrigated fields using thermal data from Landsat’s Operational Land Imager (OLI) and the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard NASA’s Terra satellite.
SSEBop combines rates of evaporation from the soil and transpiration from plants to return evapotranspiration (ET) readings that can help water managers decide how much water is needed throughout the growing season.
The model supports various aspects of the USGS Water Use Mission Area, including the National Water Use Science Project and the National Water Census, which releases a trove of water use information every five years.
EROS produces actual ET maps that depict monthly, seasonal cumulative, end of season and yearly anomalies for the conterminous United States, which are color-coded to depict rates above or below the median.
The maps are useful in determining irrigation needs, but also instructive of water use in different environment
The maps, data, product descriptions and helpful links are located online at the SSEBop website.
Download a poster
Actual Evapotranspiration at Landsat scale at CONUS scale for 2010-2019 Actual Evapotranspiration at Landsat scale at CONUS scale for 2010-2019
Annual SSEBop ET rasters at Landsat scale from 2010-2019 for the CONUS Annual SSEBop ET rasters at Landsat scale from 2010-2019 for the CONUS
Soil properties dataset in the United States Soil properties dataset in the United States
Operational Global Actual Evapotranspiration using the SSEBop model Operational Global Actual Evapotranspiration using the SSEBop model
Assessing the impact of irrigation curtailment using Landsat satellite data: A case study in the Upper Klamath Lake basin Assessing the impact of irrigation curtailment using Landsat satellite data: A case study in the Upper Klamath Lake basin
Crop Water Use in the Central Valley of California using Landsat-derived evapotranspiration Crop Water Use in the Central Valley of California using Landsat-derived evapotranspiration
Satellite-based Water Use Dynamics Using Historical Landsat Data (1984-2014) in the Southwestern United States Satellite-based Water Use Dynamics Using Historical Landsat Data (1984-2014) in the Southwestern United States
Evapotranspiration and Water Use poster
Eyes on Earth Episode 17 - Evapotranspiration
It’s easy enough to measure rainfall, and nearly as easy to measure streamflow. Calculating the efficiency of water use through the metric of evapotranspiration (ET) – evaporation off the Earth’s surface and transpiration from the leaves of plants – is a far trickier proposal. In this episode of Eyes on Earth, we hear how scientists use satellites like Landsat to measure ET, and how those...
Upper Rio Grande Basin water-resource status and trends: Focus area study review and synthesis Upper Rio Grande Basin water-resource status and trends: Focus area study review and synthesis
Land cover change effects on stormflow characteristics across broad hydroclimate representative urban watersheds in the United States Land cover change effects on stormflow characteristics across broad hydroclimate representative urban watersheds in the United States
Satellite remote sensing of crop water use across the Missouri River Basin for 1986–2018 period Satellite remote sensing of crop water use across the Missouri River Basin for 1986–2018 period
Remote sensing of field-scale irrigation withdrawals in the central Ogallala aquifer region Remote sensing of field-scale irrigation withdrawals in the central Ogallala aquifer region
Water-use data in the United States: Challenges and future directions Water-use data in the United States: Challenges and future directions
Mapping actual evapotranspiration using Landsat for the conterminous United States: Google Earth Engine implementation and assessment of the SSEBop model Mapping actual evapotranspiration using Landsat for the conterminous United States: Google Earth Engine implementation and assessment of the SSEBop model
Post-drought groundwater storage recovery in California’s Central Valley Post-drought groundwater storage recovery in California’s Central Valley
Estimates of public-supply, domestic, and irrigation water withdrawal, use, and trends in the Upper Rio Grande Basin, 1985 to 2015 Estimates of public-supply, domestic, and irrigation water withdrawal, use, and trends in the Upper Rio Grande Basin, 1985 to 2015
Historical changes in plant water use and need in the continental United States Historical changes in plant water use and need in the continental United States
Using satellite imagery to estimate consumptive water use from irrigated lands in the Milk River Basin, United States and Canada Using satellite imagery to estimate consumptive water use from irrigated lands in the Milk River Basin, United States and Canada
Characterization of water use and water balance for the croplands of Kansas using satellite, climate, and irrigation data Characterization of water use and water balance for the croplands of Kansas using satellite, climate, and irrigation data
Dynamics of green and blue water supply stress index across major global cropland basins Dynamics of green and blue water supply stress index across major global cropland basins
USGS EROS User Services
Earth Resources Observation and Science (EROS) Center
Water is one of our most valuable natural resources and understanding how it’s used is essential for managing it wisely. Scientists at the USGS Earth Resources Observation and Science (EROS) Center use satellite data to estimate how much water is lost from the land through evapotranspiration (ET)—the combined effect of evaporation from soil and water surfaces and transpiration from plants.
These ET estimates are generated using tested models developed at EROS, which combine remote sensing and weather data to provide detailed, reliable maps of water use across the United States. This information helps farmers, land managers, and policymakers make informed decisions about irrigation, drought response, and long-term water planning. Updated regularly, these tools support monitoring of seasonal patterns and long-term trends, helping identify areas of concern and guiding sustainable water management across farms, forests, and public lands.
Available Models
SSEBop model
The Operational Simplified Surface Energy Balance (SSEBop) model developed at EROS estimates water use by plants in irrigated fields using thermal data from Landsat’s Operational Land Imager (OLI) and the Moderate Resolution Imaging Spectroradiometer (MODIS) onboard NASA’s Terra satellite.
SSEBop combines rates of evaporation from the soil and transpiration from plants to return evapotranspiration (ET) readings that can help water managers decide how much water is needed throughout the growing season.
The model supports various aspects of the USGS Water Use Mission Area, including the National Water Use Science Project and the National Water Census, which releases a trove of water use information every five years.
EROS produces actual ET maps that depict monthly, seasonal cumulative, end of season and yearly anomalies for the conterminous United States, which are color-coded to depict rates above or below the median.
The maps are useful in determining irrigation needs, but also instructive of water use in different environment
The maps, data, product descriptions and helpful links are located online at the SSEBop website.
Download a poster
Actual Evapotranspiration at Landsat scale at CONUS scale for 2010-2019 Actual Evapotranspiration at Landsat scale at CONUS scale for 2010-2019
Annual SSEBop ET rasters at Landsat scale from 2010-2019 for the CONUS Annual SSEBop ET rasters at Landsat scale from 2010-2019 for the CONUS
Soil properties dataset in the United States Soil properties dataset in the United States
Operational Global Actual Evapotranspiration using the SSEBop model Operational Global Actual Evapotranspiration using the SSEBop model
Assessing the impact of irrigation curtailment using Landsat satellite data: A case study in the Upper Klamath Lake basin Assessing the impact of irrigation curtailment using Landsat satellite data: A case study in the Upper Klamath Lake basin
Crop Water Use in the Central Valley of California using Landsat-derived evapotranspiration Crop Water Use in the Central Valley of California using Landsat-derived evapotranspiration
Satellite-based Water Use Dynamics Using Historical Landsat Data (1984-2014) in the Southwestern United States Satellite-based Water Use Dynamics Using Historical Landsat Data (1984-2014) in the Southwestern United States
Evapotranspiration and Water Use poster
Eyes on Earth Episode 17 - Evapotranspiration
It’s easy enough to measure rainfall, and nearly as easy to measure streamflow. Calculating the efficiency of water use through the metric of evapotranspiration (ET) – evaporation off the Earth’s surface and transpiration from the leaves of plants – is a far trickier proposal. In this episode of Eyes on Earth, we hear how scientists use satellites like Landsat to measure ET, and how those...