AI use-case explorer

AI use cases

Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.

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Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Rangeland Analysis Platform USDA-046 · Research, Education and Economics; Farm Production and Conse	USDA	Deployed	Not high-impact	Energy and the Environment	Classical / predictive ML	Contract and in-house
County-Level Remotely-Sensed Corn and Soybean Yield Estimation USDA-067 · Research, Education and Economics	USDA	Deployed	Not high-impact	Other	Classical / predictive ML	Developed in-house
AI for regional forest mapping and monitoring USDA-089 · Natural Resources and Environment	USDA	Deployed	Not high-impact	Energy and the Environment	Classical / predictive ML	Contract and in-house
Esri ArcGIS Pro Deep Learning Modules USDA-091 · Natural Resources and Environment	USDA	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Object Detection Tool 1 DOJ-0277 · Department of Justice / FBI	DOJ	Deployed	Not high-impact	Law Enforcement	Classical / predictive ML	Purchased from vendor
Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052] DOI-0247 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525] DOI-0230 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
USGS Flow Photo Explorer [2024 INV#WO0000000109196] DOI-0117 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Patterns in the Landscape – Analyses of Cause and Effect DOI-0090 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
LCAT - Land Change Analysis Technique USDA-011 · Farm Production and Conservation	USDA	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Automated otolith aging using image processing [2024 INV#WO0000000109315] DOI-0225 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine-learning model to delineate sub-surface agricultural drainage from satellite imagery [2024 INV#WO0000000109078] DOI-0199 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning-based landscape feature classification using satellite and airborne imagery [2024 INV#WO0000000108791; 2024 INV#WO0000000108794] DOI-0192 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Purchased from vendor
Machine Learning Image Classification of Wetlands and Soil moisture [2024 INV#WO0000000108779] DOI-0190 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Deep Learning based image segmentation [2024 INV#WO0000000107975] DOI-0175 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Random forest models for predicting water quality of inland waters from remotely sensed imagery DOI-0137 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house
Improving Prediction Capabilities for Barrier Island Landscape Change DOI-0114 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Contract and in-house
Developing land cover maps for barrier islands using satellite imagery DOI-0087 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Drone Imagery Analysis DOE-539 · LM HQ - Office of Legacy Management (LM)	DOE	Pilot	Not high-impact	Energy and the Environment	Classical / predictive ML	Purchased from vendor
Using advanced computing techniques for image-based monitoring [2024 INV#WO0000000109674] DOI-0034 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Remote Sensing Coastal Change - Shoreline Change DOI-0264 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Remote sensing of particulate and filter passing mercury species: models and proxies DOI-0157 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Not reported
An integrated sensor network and data driven approach to satellite remote sensing of Dissolved Organic Matter DOI-0154 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Not reported
Using High-Resolution Imagery and Artificial Intelligence to Support Climate Change Resilience in Agroforestry Across the Pacific DOI-0138 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
MAGMA-net: Multimodal analysis for geophysical monitoring of activity DOI-0125 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Forest metrics at Redwood National and State Parks DOI-0098 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Detecting and tracking reed canarygrass (Phalaris arundinacea) invasion in the Upper Mississippi River floodplain using remote sensing and artifial intelegence. DOI-0085 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Using Machine Learning to Automate Crack Mapping and Structural Health Monitoring DOI-0048 · BOR	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Not reported
HyperMapping with Hyperspectral Precise Pointing Optical Sensor (HYPPOS) for Decadal Survey Mission Pathfinder Activities NASA-133 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Semi-Automatic Landslide Detection (SALaD) NASA-189 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
SpectraClass: Semi-supervised learning in a Jupyter Notebook NASA-192 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Estimation of Multilayered Cloud Properties from Low-Earth-Orbit Satellite Imager Data NASA-314 · LaRC: Langley Research Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds NASA-317 · LaRC: Langley Research Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Improvements in Global Nighttime Satellite Cloud Analyses for Weather and Climate NASA-321 · LaRC: Langley Research Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Automated Dust detection in satellite imagery NASA-360 · MSFC: Marshall Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Marine debris detection using deep learning and high resolution satellite images NASA-370 · MSFC: Marshall Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
SERVIR Applied Deep Learning Book NASA-506 · MSFC: Marshall Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Sub-Saharan West Africa Land Cover Change NASA-847 · GSFC: Goddard Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Lunar Foundation Model for Planetary Sciences NASA-930 · MSFC: Marshall Space Flight Center	NASA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Cover Crop Mapping USDA-061 · Farm Production and Conservation	USDA	Pre-deployment	High-impact	Service Delivery	Classical / predictive ML	Not reported
Planting Date Detection USDA-062 · Farm Production and Conservation	USDA	Pre-deployment	High-impact	Service Delivery	Classical / predictive ML	Not reported
Global Maritime Intelligence DHS-2667 · ICE	DHS	Pre-deployment	Presumed high-impact, determined not	Law Enforcement	Classical / predictive ML	Not reported