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.
New Article: Drone-based radiometric surveys provide high-resolution mine waste characterization
New research article: evaluating radiometric calibration and data quality of spectral UAS sensors
Using uncrewed aircraft systems to assess landslide damage after Hurricane Helene
The U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) leads the research activities needed to make Uncrewed Aircraft Systems (UAS) data collection an efficient, safe, and cost-effective remote sensing tool for Department of the Interior (DOI) and USGS scientists.
Technology Research
Research Missions
New and Noteworthy
November 1, 2025
Drone-based radiometric surveys provide high-resolution mine waste characterization
What We Do
We focus on the evaluation of new platforms, integration of new UAS-compatible sensors, development of data specifications and processing techniques, recommendations of UAS data acquisition best-practices, and operational support for new and existing DOI remote pilots.
Who We Are
We are a team of platform and UAS-compatible sensor subject matter experts that, in addition to research, provide operational support to DOI remote pilots and outreach to federal, public, and international audiences. Our office, established on May 8th, 2008, operates as part of the National Land Imaging Program, and contributes to its goal to provide the Federal Government and the public with the remotely sensed data and applications needed to support our Nation’s economic security and environmental vitality.
Products listed below were supported through the use of UAS technologies and resources at USGS.
Radiometric data collected from an uncrewed airborne system and via walking surveys at mine waste sites in New Mexico, 2024 Radiometric data collected from an uncrewed airborne system and via walking surveys at mine waste sites in New Mexico, 2024
High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 7-mile reach of the Middle Green River at Horseshoe Bend near Jensen, Utah from 2024-2025 High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 7-mile reach of the Middle Green River at Horseshoe Bend near Jensen, Utah from 2024-2025
High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 6-mile reach of the Middle Green River at Ouray National Wildlife Refuge near Ouray, Utah from 2024-2025 High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 6-mile reach of the Middle Green River at Ouray National Wildlife Refuge near Ouray, Utah from 2024-2025
UAV Imagery and Topographic Data from Black Hollow 10 September 2025, upper Cache la Poudre River UAV Imagery and Topographic Data from Black Hollow 10 September 2025, upper Cache la Poudre River
Uncrewed Aerial System Digital Surface Model and Multispectral Footprints for the Rio De Las Vacas, New Mexico, USA, Summer 2025 Uncrewed Aerial System Digital Surface Model and Multispectral Footprints for the Rio De Las Vacas, New Mexico, USA, Summer 2025
Imagery of the Mauna Loa 2022 eruption acquired with uncrewed aircraft systems Imagery of the Mauna Loa 2022 eruption acquired with uncrewed aircraft systems
Topographic data, aerial imagery, and GPS data collected during uncrewed aircraft system (UAS) operations at Lower Darby Creek, Darby Township, Pennsylvania, March to August 2025 Topographic data, aerial imagery, and GPS data collected during uncrewed aircraft system (UAS) operations at Lower Darby Creek, Darby Township, Pennsylvania, March to August 2025
Hyperspectral and Thermal Data Collected during Uncrewed Aircraft System (UAS) Operations near Moab, Utah in May 2025 Hyperspectral and Thermal Data Collected during Uncrewed Aircraft System (UAS) Operations near Moab, Utah in May 2025
Cinder Lake Crater Field Uncrewed Aerial System-Derived Digital Elevation Models 2023 and 2024 Cinder Lake Crater Field Uncrewed Aerial System-Derived Digital Elevation Models 2023 and 2024
Radiometric data collected from an uncrewed airborne system and handheld meters at the Grand Junction Regional Airport radiometric calibration facility, 2023-2024 Radiometric data collected from an uncrewed airborne system and handheld meters at the Grand Junction Regional Airport radiometric calibration facility, 2023-2024
Lake Erie hydroacoustic vessel comparison data: research vessels vs. uncrewed surface vessel Lake Erie hydroacoustic vessel comparison data: research vessels vs. uncrewed surface vessel
Orthomosaics, Digital Elevation Models, and other uncrewed aerial systems data from 2021 to 2024 over eskers at the Breidamerkurjokull glacier margin in Iceland Orthomosaics, Digital Elevation Models, and other uncrewed aerial systems data from 2021 to 2024 over eskers at the Breidamerkurjokull glacier margin in Iceland
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.
Preparing drone for data collection at Willow Creek Reservoir near Granby, Colorado
Preparing drone for data collection at Willow Creek Reservoir near Granby, ColoradoUSGS 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.
Preparing drone for data collection at Willow Creek Reservoir near Granby, Colorado
Preparing drone for data collection at Willow Creek Reservoir near Granby, ColoradoUSGS 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.
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.
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 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.
Tarps and targets used in UAS calibration and validation
Tarps and targets used in UAS calibration and validationGreyscale 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.
Tarps and targets used in UAS calibration and validation
Tarps and targets used in UAS calibration and validationGreyscale 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.
Setting up instruments for UAS flights at Williams Fork Reservoir, Colorado
Setting up instruments for UAS flights at Williams Fork Reservoir, ColoradoUSGS 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.
Setting up instruments for UAS flights at Williams Fork Reservoir, Colorado
Setting up instruments for UAS flights at Williams Fork Reservoir, ColoradoUSGS 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 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.
USGS National Uncrewed Systems Office (NUSO) remote pilot Mark Bauer prepares an uncrewed aircraft system (UAS) for lidar data collection at Ackerson Meadow in Yosemite National Park, California.
USGS National Uncrewed Systems Office (NUSO) remote pilot Mark Bauer prepares an uncrewed aircraft system (UAS) for lidar data collection at Ackerson Meadow in Yosemite National Park, California.
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.
Drone with hyperspectral imaging payload with integrated lidar sensor
Drone with hyperspectral imaging payload with integrated lidar sensorUncrewed aircraft system (UAS) carrying a hyperspectral imaging payload with integrated lidar sensor during test and evaluation flights by the USGS National Uncrewed Systems Office.
Any use of trade, firm, logos, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Drone with hyperspectral imaging payload with integrated lidar sensor
Drone with hyperspectral imaging payload with integrated lidar sensorUncrewed aircraft system (UAS) carrying a hyperspectral imaging payload with integrated lidar sensor during test and evaluation flights by the USGS National Uncrewed Systems Office.
Any use of trade, firm, logos, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Overhead view taken by drone of a USGS fieldwork site in Moab with multiple cars and a tent shelter
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025In May 2025, the U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) collected uncrewed aircraft system (UAS, also known as drone) data to support a collaborative field campaign led by Sasha Reed of the Southwest Biological Science Center (SBSC) and Miguel Villarreal of the Western Geographic Science Center (WGSC) near Moab, Utah.
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025In May 2025, the U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) collected uncrewed aircraft system (UAS, also known as drone) data to support a collaborative field campaign led by Sasha Reed of the Southwest Biological Science Center (SBSC) and Miguel Villarreal of the Western Geographic Science Center (WGSC) near Moab, Utah.
Uncrewed aircraft systems (UAS) instrument validation and calibration
Uncrewed aircraft systems (UAS) instrument validation and calibrationDrone-captured photo of a vegetated field in Golden, Colorado. Faint paths visible across the grass formed from the consistent, repeated pattern walked by a spectrometer operator multiple times per day for multiple days in a row.
Uncrewed aircraft systems (UAS) instrument validation and calibration
Uncrewed aircraft systems (UAS) instrument validation and calibrationDrone-captured photo of a vegetated field in Golden, Colorado. Faint paths visible across the grass formed from the consistent, repeated pattern walked by a spectrometer operator multiple times per day for multiple days in a row.
Collecting data using uncrewed aircraft systems (UAS)
Collecting data using uncrewed aircraft systems (UAS)USGS remote pilot Matt Burgess flies a drone to collect hyperspectral data over a field in Golden, Colorado.
Collecting data using uncrewed aircraft systems (UAS)
Collecting data using uncrewed aircraft systems (UAS)USGS remote pilot Matt Burgess flies a drone to collect hyperspectral data over a field in Golden, Colorado.
Aerial photo looking down at a field with drone operator and reference objects used for calibration of payload instruments
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, Colorado
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, ColoradoCalibration and validation (cal/val) are essential steps to ensure that remotely sensed data are reliable for scientific use. Radiometric cal/val involves converting digital image pixel values to meaningful units and assessing their accuracy.
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, Colorado
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, ColoradoCalibration and validation (cal/val) are essential steps to ensure that remotely sensed data are reliable for scientific use. Radiometric cal/val involves converting digital image pixel values to meaningful units and assessing their accuracy.
USGS remote pilots Joe Adams and Todd Burton carry a drone during flight training at the Denver Federal Center.
USGS remote pilots Joe Adams and Todd Burton carry a drone during flight training at the Denver Federal Center.
Using uncrewed aircraft systems (UAS) to map Abó Ruins
Using uncrewed aircraft systems (UAS) to map Abó RuinsThe U.S. Geological Survey National Uncrewed Systems Office flew uncrewed aircraft systems (UAS) to map the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Using uncrewed aircraft systems (UAS) to map Abó Ruins
Using uncrewed aircraft systems (UAS) to map Abó RuinsThe U.S. Geological Survey National Uncrewed Systems Office flew uncrewed aircraft systems (UAS) to map the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Uncrewed aircraft system (UAS) remote pilot Victoria Scholl
Uncrewed aircraft system (UAS) remote pilot Victoria SchollU.S. Geological Survey remote pilot Victoria Scholl flies a drone with camera payload to capture natural color images for photogrammetric mapping of the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Uncrewed aircraft system (UAS) remote pilot Victoria Scholl
Uncrewed aircraft system (UAS) remote pilot Victoria SchollU.S. Geological Survey remote pilot Victoria Scholl flies a drone with camera payload to capture natural color images for photogrammetric mapping of the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
U.S. Geological Survey and National Park Service personnel stand with drone technologies used for mapping the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
U.S. Geological Survey and National Park Service personnel stand with drone technologies used for mapping the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Products listed below were supported through the use of UAS technologies and resources at USGS.
U.S. Geological Survey Unmanned Aircraft Systems (UAS) Roadmap 2014 U.S. Geological Survey Unmanned Aircraft Systems (UAS) Roadmap 2014
Quantifying methane emissions from a rich fen with uncrewed aircraft systems in boreal Alaska Quantifying methane emissions from a rich fen with uncrewed aircraft systems in boreal Alaska
Quantifying southern sea otter (Enhydra lutris nereis) reactions to a quadcopter drone in central California Quantifying southern sea otter (Enhydra lutris nereis) reactions to a quadcopter drone in central California
Evaluating the use of uncrewed surface vessels to enhance Lake Erie acoustic prey-fish surveys Evaluating the use of uncrewed surface vessels to enhance Lake Erie acoustic prey-fish surveys
Development and field testing of a UAS-based software-defined radar for measuring freshwater bathymetry Development and field testing of a UAS-based software-defined radar for measuring freshwater bathymetry
Absolute radiometric calibration evaluation of Uncrewed Aerial System (UAS) Headwall and MicaSense sensors and improving data quality using the Empirical Line Method Absolute radiometric calibration evaluation of Uncrewed Aerial System (UAS) Headwall and MicaSense sensors and improving data quality using the Empirical Line Method
Exploring the use of non-invasive drone-based Ground Penetrating Radar (GPR) to characterize biogenic gas dynamics in subtropical peat soils Exploring the use of non-invasive drone-based Ground Penetrating Radar (GPR) to characterize biogenic gas dynamics in subtropical peat soils
Drone-based radiometric surveys provide high-resolution mine waste characterization Drone-based radiometric surveys provide high-resolution mine waste characterization
UAS and high-resolution satellite imagery improve the accuracy of cheatgrass detection across an invaded Yellowstone landscape UAS and high-resolution satellite imagery improve the accuracy of cheatgrass detection across an invaded Yellowstone landscape
UAS-based geomorphic change detection of incised montane meadow stream channels with low-tech process-based restoration treatments UAS-based geomorphic change detection of incised montane meadow stream channels with low-tech process-based restoration treatments
Pre-restoration woody species crown and vegetation community mapping using high-resolution uncrewed aerial system imagery, Palmyra Atoll Pre-restoration woody species crown and vegetation community mapping using high-resolution uncrewed aerial system imagery, Palmyra Atoll
The tortoise and the antilocaprid: Adapting GPS tracking and terrain data to model wildlife walking functions The tortoise and the antilocaprid: Adapting GPS tracking and terrain data to model wildlife walking functions
Evaluating the potential to quantify salmon habitat via UAS-based particle image velocimetry Evaluating the potential to quantify salmon habitat via UAS-based particle image velocimetry
UASsbs - Classifying UAS soil burn severity and scaling up to satellite with Python UASsbs - Classifying UAS soil burn severity and scaling up to satellite with Python
The U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) leads the research activities needed to make Uncrewed Aircraft Systems (UAS) data collection an efficient, safe, and cost-effective remote sensing tool for Department of the Interior (DOI) and USGS scientists.
Technology Research
Research Missions
New and Noteworthy
November 1, 2025
Drone-based radiometric surveys provide high-resolution mine waste characterization
What We Do
We focus on the evaluation of new platforms, integration of new UAS-compatible sensors, development of data specifications and processing techniques, recommendations of UAS data acquisition best-practices, and operational support for new and existing DOI remote pilots.
Who We Are
We are a team of platform and UAS-compatible sensor subject matter experts that, in addition to research, provide operational support to DOI remote pilots and outreach to federal, public, and international audiences. Our office, established on May 8th, 2008, operates as part of the National Land Imaging Program, and contributes to its goal to provide the Federal Government and the public with the remotely sensed data and applications needed to support our Nation’s economic security and environmental vitality.
Products listed below were supported through the use of UAS technologies and resources at USGS.
Radiometric data collected from an uncrewed airborne system and via walking surveys at mine waste sites in New Mexico, 2024 Radiometric data collected from an uncrewed airborne system and via walking surveys at mine waste sites in New Mexico, 2024
High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 7-mile reach of the Middle Green River at Horseshoe Bend near Jensen, Utah from 2024-2025 High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 7-mile reach of the Middle Green River at Horseshoe Bend near Jensen, Utah from 2024-2025
High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 6-mile reach of the Middle Green River at Ouray National Wildlife Refuge near Ouray, Utah from 2024-2025 High resolution natural color imagery collected by uncrewed aircraft system (UAS) for mapping channel and vegetation change along a 6-mile reach of the Middle Green River at Ouray National Wildlife Refuge near Ouray, Utah from 2024-2025
UAV Imagery and Topographic Data from Black Hollow 10 September 2025, upper Cache la Poudre River UAV Imagery and Topographic Data from Black Hollow 10 September 2025, upper Cache la Poudre River
Uncrewed Aerial System Digital Surface Model and Multispectral Footprints for the Rio De Las Vacas, New Mexico, USA, Summer 2025 Uncrewed Aerial System Digital Surface Model and Multispectral Footprints for the Rio De Las Vacas, New Mexico, USA, Summer 2025
Imagery of the Mauna Loa 2022 eruption acquired with uncrewed aircraft systems Imagery of the Mauna Loa 2022 eruption acquired with uncrewed aircraft systems
Topographic data, aerial imagery, and GPS data collected during uncrewed aircraft system (UAS) operations at Lower Darby Creek, Darby Township, Pennsylvania, March to August 2025 Topographic data, aerial imagery, and GPS data collected during uncrewed aircraft system (UAS) operations at Lower Darby Creek, Darby Township, Pennsylvania, March to August 2025
Hyperspectral and Thermal Data Collected during Uncrewed Aircraft System (UAS) Operations near Moab, Utah in May 2025 Hyperspectral and Thermal Data Collected during Uncrewed Aircraft System (UAS) Operations near Moab, Utah in May 2025
Cinder Lake Crater Field Uncrewed Aerial System-Derived Digital Elevation Models 2023 and 2024 Cinder Lake Crater Field Uncrewed Aerial System-Derived Digital Elevation Models 2023 and 2024
Radiometric data collected from an uncrewed airborne system and handheld meters at the Grand Junction Regional Airport radiometric calibration facility, 2023-2024 Radiometric data collected from an uncrewed airborne system and handheld meters at the Grand Junction Regional Airport radiometric calibration facility, 2023-2024
Lake Erie hydroacoustic vessel comparison data: research vessels vs. uncrewed surface vessel Lake Erie hydroacoustic vessel comparison data: research vessels vs. uncrewed surface vessel
Orthomosaics, Digital Elevation Models, and other uncrewed aerial systems data from 2021 to 2024 over eskers at the Breidamerkurjokull glacier margin in Iceland Orthomosaics, Digital Elevation Models, and other uncrewed aerial systems data from 2021 to 2024 over eskers at the Breidamerkurjokull glacier margin in Iceland
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.
Preparing drone for data collection at Willow Creek Reservoir near Granby, Colorado
Preparing drone for data collection at Willow Creek Reservoir near Granby, ColoradoUSGS 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.
Preparing drone for data collection at Willow Creek Reservoir near Granby, Colorado
Preparing drone for data collection at Willow Creek Reservoir near Granby, ColoradoUSGS 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.
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.
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 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.
Tarps and targets used in UAS calibration and validation
Tarps and targets used in UAS calibration and validationGreyscale 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.
Tarps and targets used in UAS calibration and validation
Tarps and targets used in UAS calibration and validationGreyscale 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.
Setting up instruments for UAS flights at Williams Fork Reservoir, Colorado
Setting up instruments for UAS flights at Williams Fork Reservoir, ColoradoUSGS 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.
Setting up instruments for UAS flights at Williams Fork Reservoir, Colorado
Setting up instruments for UAS flights at Williams Fork Reservoir, ColoradoUSGS 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 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.
USGS National Uncrewed Systems Office (NUSO) remote pilot Mark Bauer prepares an uncrewed aircraft system (UAS) for lidar data collection at Ackerson Meadow in Yosemite National Park, California.
USGS National Uncrewed Systems Office (NUSO) remote pilot Mark Bauer prepares an uncrewed aircraft system (UAS) for lidar data collection at Ackerson Meadow in Yosemite National Park, California.
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.
Drone with hyperspectral imaging payload with integrated lidar sensor
Drone with hyperspectral imaging payload with integrated lidar sensorUncrewed aircraft system (UAS) carrying a hyperspectral imaging payload with integrated lidar sensor during test and evaluation flights by the USGS National Uncrewed Systems Office.
Any use of trade, firm, logos, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Drone with hyperspectral imaging payload with integrated lidar sensor
Drone with hyperspectral imaging payload with integrated lidar sensorUncrewed aircraft system (UAS) carrying a hyperspectral imaging payload with integrated lidar sensor during test and evaluation flights by the USGS National Uncrewed Systems Office.
Any use of trade, firm, logos, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
Overhead view taken by drone of a USGS fieldwork site in Moab with multiple cars and a tent shelter
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025In May 2025, the U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) collected uncrewed aircraft system (UAS, also known as drone) data to support a collaborative field campaign led by Sasha Reed of the Southwest Biological Science Center (SBSC) and Miguel Villarreal of the Western Geographic Science Center (WGSC) near Moab, Utah.
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025
B-Roll: Field and drone remote sensing operations near Moab, Utah – May 2025In May 2025, the U.S. Geological Survey (USGS) National Uncrewed Systems Office (NUSO) collected uncrewed aircraft system (UAS, also known as drone) data to support a collaborative field campaign led by Sasha Reed of the Southwest Biological Science Center (SBSC) and Miguel Villarreal of the Western Geographic Science Center (WGSC) near Moab, Utah.
Uncrewed aircraft systems (UAS) instrument validation and calibration
Uncrewed aircraft systems (UAS) instrument validation and calibrationDrone-captured photo of a vegetated field in Golden, Colorado. Faint paths visible across the grass formed from the consistent, repeated pattern walked by a spectrometer operator multiple times per day for multiple days in a row.
Uncrewed aircraft systems (UAS) instrument validation and calibration
Uncrewed aircraft systems (UAS) instrument validation and calibrationDrone-captured photo of a vegetated field in Golden, Colorado. Faint paths visible across the grass formed from the consistent, repeated pattern walked by a spectrometer operator multiple times per day for multiple days in a row.
Collecting data using uncrewed aircraft systems (UAS)
Collecting data using uncrewed aircraft systems (UAS)USGS remote pilot Matt Burgess flies a drone to collect hyperspectral data over a field in Golden, Colorado.
Collecting data using uncrewed aircraft systems (UAS)
Collecting data using uncrewed aircraft systems (UAS)USGS remote pilot Matt Burgess flies a drone to collect hyperspectral data over a field in Golden, Colorado.
Aerial photo looking down at a field with drone operator and reference objects used for calibration of payload instruments
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, Colorado
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, ColoradoCalibration and validation (cal/val) are essential steps to ensure that remotely sensed data are reliable for scientific use. Radiometric cal/val involves converting digital image pixel values to meaningful units and assessing their accuracy.
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, Colorado
B-Roll: 2025 UAS radiometric calibration and validation research in Golden, ColoradoCalibration and validation (cal/val) are essential steps to ensure that remotely sensed data are reliable for scientific use. Radiometric cal/val involves converting digital image pixel values to meaningful units and assessing their accuracy.
USGS remote pilots Joe Adams and Todd Burton carry a drone during flight training at the Denver Federal Center.
USGS remote pilots Joe Adams and Todd Burton carry a drone during flight training at the Denver Federal Center.
Using uncrewed aircraft systems (UAS) to map Abó Ruins
Using uncrewed aircraft systems (UAS) to map Abó RuinsThe U.S. Geological Survey National Uncrewed Systems Office flew uncrewed aircraft systems (UAS) to map the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Using uncrewed aircraft systems (UAS) to map Abó Ruins
Using uncrewed aircraft systems (UAS) to map Abó RuinsThe U.S. Geological Survey National Uncrewed Systems Office flew uncrewed aircraft systems (UAS) to map the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Uncrewed aircraft system (UAS) remote pilot Victoria Scholl
Uncrewed aircraft system (UAS) remote pilot Victoria SchollU.S. Geological Survey remote pilot Victoria Scholl flies a drone with camera payload to capture natural color images for photogrammetric mapping of the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Uncrewed aircraft system (UAS) remote pilot Victoria Scholl
Uncrewed aircraft system (UAS) remote pilot Victoria SchollU.S. Geological Survey remote pilot Victoria Scholl flies a drone with camera payload to capture natural color images for photogrammetric mapping of the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
U.S. Geological Survey and National Park Service personnel stand with drone technologies used for mapping the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
U.S. Geological Survey and National Park Service personnel stand with drone technologies used for mapping the Abó Ruins at Salinas Pueblo Missions National Monument in Mountainair, New Mexico.
Products listed below were supported through the use of UAS technologies and resources at USGS.