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The National Land Imaging Program supports a variety of geospatial data programs and projects, including the USGS Landsat Program. Browse the images below to see some of the imagery produced using NLI-supported data sources.
These images illustrate how Landsat Provisional Actual Evapotranspiration (ETa) data can be used to map and quantify changes in seasonal water‑use patterns (April–September).
These images illustrate how Landsat Provisional Actual Evapotranspiration (ETa) data can be used to map and quantify changes in seasonal water‑use patterns (April–September).
This heatmap displays the requests for Landsat Provisional Actual Evapotranspiration (ETa) products from 2020 through 2025.
Visit the Landsat Provisional ETa webpage to learn more.
This heatmap displays the requests for Landsat Provisional Actual Evapotranspiration (ETa) products from 2020 through 2025.
Visit the Landsat Provisional ETa webpage to learn more.
An uncrewed aircraft system (UAS) hovers a radioelement calibration pad with known concentrations of naturally occurring radioactive materials at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. These calibration pads, managed by the U.S.
An uncrewed aircraft system (UAS) hovers a radioelement calibration pad with known concentrations of naturally occurring radioactive materials at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. These calibration pads, managed by the U.S.
An uncrewed aircraft system (UAS) carrying a gamma ray spectrometer sensor sits on a landing pad at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. USGS conducted UAS flights at a variety of transect spacings, altitudes, and directions over radioelement calibration pads built into the tarmac at GJT in support of critical mineral research.
An uncrewed aircraft system (UAS) carrying a gamma ray spectrometer sensor sits on a landing pad at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. USGS conducted UAS flights at a variety of transect spacings, altitudes, and directions over radioelement calibration pads built into the tarmac at GJT in support of critical mineral research.
A USGS remote pilot secures a gamma ray spectrometer sensor onto an uncrewed aircraft system (UAS) at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. Concrete pads built into the tarmac at GJT contain known concentrations of naturally occurring radioactive materials including Potassium, Thorium, and Uranium for radiometric calibration.
A USGS remote pilot secures a gamma ray spectrometer sensor onto an uncrewed aircraft system (UAS) at the Grand Junction Regional Airport (GJT) in Grand Junction, CO. Concrete pads built into the tarmac at GJT contain known concentrations of naturally occurring radioactive materials including Potassium, Thorium, and Uranium for radiometric calibration.
This map indicates the number of commercial and government/civil Earth observing satellites launched by the highlighted countries. This image is updated quarterly.
This map indicates the number of commercial and government/civil Earth observing satellites launched by the highlighted countries. This image is updated quarterly.
This map indicates the number of commercial and government/civil Earth observing satellites launched by the highlighted countries. This image is updated quarterly.
This map indicates the number of commercial and government/civil Earth observing satellites launched by the highlighted countries. This image is updated quarterly.
An uncrewed aircraft system (UAS) flies over the open water at Willow Creek Reservoir during a harmful algae bloom research campaign.
An uncrewed aircraft system (UAS) flies over the open water at Willow Creek Reservoir during a harmful algae bloom research campaign.
USGS National Uncrewed Systems Office (NUSO) remote pilot prepares an uncrewed aircraft system (UAS) for hyperspectral data collection at Willow Creek Reservoir near Granby, Colorado. This data collection supported harmful algae bloom and water quality research led by the Colorado Water Science Center.
USGS National Uncrewed Systems Office (NUSO) remote pilot prepares an uncrewed aircraft system (UAS) for hyperspectral data collection at Willow Creek Reservoir near Granby, Colorado. This data collection supported harmful algae bloom and water quality research led by the Colorado Water Science Center.
Greyscale tarps and ground control points were placed on land during harmful algae mapping fieldwork at Willow Creek Reservoir near Granby, CO. These targets enable calibration and validation of hyperspectral data captured by uncrewed aircraft systems (UAS) to study water quality and algae conditions across the reservoir.
Greyscale tarps and ground control points were placed on land during harmful algae mapping fieldwork at Willow Creek Reservoir near Granby, CO. These targets enable calibration and validation of hyperspectral data captured by uncrewed aircraft systems (UAS) to study water quality and algae conditions across the reservoir.
USGS remote pilots fly uncrewed aircraft systems to capture hyperspectral imagery and video footage at Willow Creek Reservoir in support of harmful algae bloom and water quality research led by the Colorado Water Science Center.
USGS remote pilots fly uncrewed aircraft systems to capture hyperspectral imagery and video footage at Willow Creek Reservoir in support of harmful algae bloom and water quality research led by the Colorado Water Science Center.
USGS National Uncrewed Systems Office (NUSO) remote pilot flies an uncrewed aircraft system (UAS) carrying a hyperspectral imaging payload at Willow Creek Reservoir near Granby, Colorado. This data collection supported harmful algae bloom and water quality research led by the Colorado Water Science Center.
USGS National Uncrewed Systems Office (NUSO) remote pilot flies an uncrewed aircraft system (UAS) carrying a hyperspectral imaging payload at Willow Creek Reservoir near Granby, Colorado. This data collection supported harmful algae bloom and water quality research led by the Colorado Water Science Center.
USGS National Uncrewed Systems Office (NUSO) remote pilot sets up a Global Navigation Satellite System (GNSS) base station to enable geospatial positioning corrections of remote sensing data at Williams Fork Reservoir near Kremmling, Colorado.
USGS National Uncrewed Systems Office (NUSO) remote pilot sets up a Global Navigation Satellite System (GNSS) base station to enable geospatial positioning corrections of remote sensing data at Williams Fork Reservoir near Kremmling, Colorado.
These Landsat 9 Level-1, Level-2 Surface Reflectance, and Level-2 Surface Temperature images show the Columbia River in the northwestern United States.
These Landsat 9 Level-1, Level-2 Surface Reflectance, and Level-2 Surface Temperature images show the Columbia River in the northwestern United States.
Landsat 8 and 9 imagery combined with National Elevation Dataset topography reveals a detailed mosaic of the Grand Canyon, highlighting its dramatic cliffs, deep tributaries, and rugged plateau terrain.
Landsat 8 and 9 imagery combined with National Elevation Dataset topography reveals a detailed mosaic of the Grand Canyon, highlighting its dramatic cliffs, deep tributaries, and rugged plateau terrain.
This Landsat image from July 23, 2026, shows agricultural fields surrounding Blythe, California, along the Colorado River. The shortwave infrared, near-infrared, and red band combination (Bands 6,5,4) highlights actively growing vegetation in bright green.
This Landsat image from July 23, 2026, shows agricultural fields surrounding Blythe, California, along the Colorado River. The shortwave infrared, near-infrared, and red band combination (Bands 6,5,4) highlights actively growing vegetation in bright green.
This map shows the Landsat Actual Evapotranspiration (ETa) for the Blythe area on July 23, 2026. Darker blues represent higher amounts of water transferred from the land to the atmosphere through evaporation and plant transpiration, primarily in irrigated fields and along the Colorado River.
This map shows the Landsat Actual Evapotranspiration (ETa) for the Blythe area on July 23, 2026. Darker blues represent higher amounts of water transferred from the land to the atmosphere through evaporation and plant transpiration, primarily in irrigated fields and along the Colorado River.
USGS personnel hike through tall grasses and over fallen trees to access a launch site for uncrewed aircraft systems (UAS) lidar data collection as part of the Ackerson Meadow restoration in Yosemite National Park, California.
USGS personnel hike through tall grasses and over fallen trees to access a launch site for uncrewed aircraft systems (UAS) lidar data collection as part of the Ackerson Meadow restoration in Yosemite National Park, California.
Oblique natural color view of Ackerson Meadow in Yosemite National Park, California, taken using UAS.
Oblique natural color view of Ackerson Meadow in Yosemite National Park, California, taken using UAS.
An uncrewed aircraft system (UAS) with a mounted lidar sensor sits on an orange landing pad in a field of purple flowers at Ackerson Meadow in Yosemite National Park, California. Repeat lidar data scans were collected by the USGS National Uncrewed Systems Office (NUSO) to quantify vegetation and topographic changes during meadow restoration.
An uncrewed aircraft system (UAS) with a mounted lidar sensor sits on an orange landing pad in a field of purple flowers at Ackerson Meadow in Yosemite National Park, California. Repeat lidar data scans were collected by the USGS National Uncrewed Systems Office (NUSO) to quantify vegetation and topographic changes during meadow restoration.
A USGS National Uncrewed Systems Office (NUSO) remote pilot flies an uncrewed aircraft system (UAS) carrying a lidar sensor to map vegetation and topography during the Ackerson Meadow restoration in Yosemite National Park, California.
A USGS National Uncrewed Systems Office (NUSO) remote pilot flies an uncrewed aircraft system (UAS) carrying a lidar sensor to map vegetation and topography during the Ackerson Meadow restoration in Yosemite National Park, California.