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National Land Imaging Program

Our Nation’s economic security and environmental vitality rely on continuous monitoring of the Earth’s continents, islands, and coastal regions. 

The USGS National Land Imaging (NLI) Program makes it possible to record, study, and understand how the surface of the Earth is changing at local, regional, national and global scales. 

News

NASA Releases Landsat 10 Spacecraft Request for Proposal

NASA Releases Landsat 10 Spacecraft Request for Proposal

America at 250, Seen from Space

America at 250, Seen from Space

Annual NLCD Collection 1.2 Now Available

Annual NLCD Collection 1.2 Now Available

Publications

Across-track tilt concept for sun glint mitigation in future Earth-observing missions Across-track tilt concept for sun glint mitigation in future Earth-observing missions

Sun glint is a major limitation for spaceborne optical remote sensing of aquatic environments, particularly in tropical and subtropical regions. By dominating the at-sensor radiance, sun glint complicates atmospheric correction and reduces the quality of aquatic reflectance products derived across Earth observation missions. This study presents a machine learning framework to quantify...
Authors
Saeed Arab, Christopher J. Crawford, Benjamin Page, Kevin Turpie, Peter Gege, David Thompson, Kelly Luis

Quantifying Landsat’s contributions to U.S. agricultural and forestry applications Quantifying Landsat’s contributions to U.S. agricultural and forestry applications

The Landsat program has provided over 54 years of multispectral imagery, contributing vital information for agricultural and forestry scientific research and operational activities. Freely available Landsat data have enabled scientists to analyze land use patterns, assess ecological impacts, and develop strategies for sustainable management. We explored Landsat’s pivotal role through the...
Authors
Ellen Wengert, Jordan Rowe, Shankar N. Ramaseri Chandra, Melanie K. Vanderhoof, Iris J. Garthwaite, Zhuoting Wu, Gregory Snyder, Kimberly A. Casey, Crista L. Straub, Daniel W. Opstal, Everett Hinkley

ECCOE Landsat quarterly calibration and validation report—Quarter 4, 2025 ECCOE Landsat quarterly calibration and validation report—Quarter 4, 2025

Authors
Md Obaidul Haque, Nahid Hasan, Ashish Shrestha, Rajagopalan Rengarajan, Mark Lubke, Daniel Steinwand, Paul Bresnahan, Jerad L. Shaw, Kathryn Ruslander, Esad Micijevic, Michael J. Choate, Cody Anderson, Jeff Clauson, Kurt Thome, Amit Angal, Raviv Levy, Jeff Miller, Cibele Teixeira Pinto

Science

Fire Science

Wildfires shape landscapes and affect everything from water supplies to wildlife habitats. The USGS studies fire patterns and their effects using remote sensing data to map and characterize wildland fuels, monitor fire risks, model fire behavior, forecast fire danger, and assess post-fire recovery. This work tracks spatial and temporal patterns of ecosystem disturbance including wildland-urban...
Fire Science

Fire Science

Wildfires shape landscapes and affect everything from water supplies to wildlife habitats. The USGS studies fire patterns and their effects using remote sensing data to map and characterize wildland fuels, monitor fire risks, model fire behavior, forecast fire danger, and assess post-fire recovery. This work tracks spatial and temporal patterns of ecosystem disturbance including wildland-urban...
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Water and Drought

Water sustains communities, agriculture, and ecosystems — and when drought strikes, the effects ripple across all of them. The USGS monitors water availability, surface water extent, and quality at regional, national, and global scales using remote sensing, watershed modeling, and evapotranspiration data. We track vegetation stress, water use, and drought impacts on wildfire risk, invasive species...
Water and Drought

Water and Drought

Water sustains communities, agriculture, and ecosystems — and when drought strikes, the effects ripple across all of them. The USGS monitors water availability, surface water extent, and quality at regional, national, and global scales using remote sensing, watershed modeling, and evapotranspiration data. We track vegetation stress, water use, and drought impacts on wildfire risk, invasive species...
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Land Cover and Change

Land cover describes the physical material on Earth’s surface, such as forests, grasslands, wetlands, and urban areas. Tracking how these patterns shift over time helps us understand where, how, and why landscapes are changing. Using remote sensing and spatial data, the USGS documents both historical and current land changes and evaluates their effects on society and natural systems at local...
Land Cover and Change

Land Cover and Change

Land cover describes the physical material on Earth’s surface, such as forests, grasslands, wetlands, and urban areas. Tracking how these patterns shift over time helps us understand where, how, and why landscapes are changing. Using remote sensing and spatial data, the USGS documents both historical and current land changes and evaluates their effects on society and natural systems at local...
Learn More
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