AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
GIS Invasive Tree Extraction for Field Level Users USDA-050 · Farm Production and Conservation	USDA	Deployed	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
U.S. Wind Turbine Database DOI-0080 · USGS	DOI	Deployed	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Flor-AI: Developing a Remotely Sensed Image Classification Method for Inventory and Monitoring of Flora in Digital UAS Imagery DOI-0079 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
Automating the Detection and Classification of Wildlife in Aerial Imagery [2024 INV#WO0000000109409] DOI-0075 · USGS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Developed in-house
AI for Offshore Energy: Innovative Technology Streamlines Marine Wildlife Surveys [2024 INV#DOI-66] DOI-0033 · FWS	DOI	Pilot	Not high-impact	Energy and the Environment	Computer vision	Contract and in-house
Level 1 Survey Report Corrosion Level Classification DOI-0257 · BSEE	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Computer vision	Contract and in-house
AI for Isotopes (Pellet) Inspection DOE-476 · ORNL - Oak Ridge National Laboratory (SC43 OIM)	DOE	Pre-deployment	High-impact	Energy and the Environment	Computer vision	Not reported
UAS FS Nursery Seedling Inventory USDA-145 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Energy and the Environment	Computer vision	Not reported
Cone Survey123 AI Image Cone Counts USDA-150 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Energy and the Environment	Computer vision	Not reported