AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Static-99 Sex Offender Data System (SODS) DOJ-0163 · Department of Justice / FBOP	DOJ	Deployed	High-impact	Law Enforcement	Classical / predictive ML	Developed in-house
use of random forest for species distribution modeling DOI-0161 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Global food-and-water security-support analysis data (GFSAD) project [2024 INV#WO0000000107073] DOI-0095 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Frog vocalization recognition from digital recordings DOI-0092 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed 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
Submersed Aquatic Vegetation Vulnerability Evaluation Application (SAVVEA) DOI-0081 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine learning in remote sensing-based wildfire and natural resource risk assessments DOI-0072 · USGS	DOI	Deployed	Not high-impact	Emergency Management	Classical / predictive ML	Developed in-house
Telemetry Analysis Learning Algorithm (TALA) DOI-0070 · USGS	DOI	Deployed	Not high-impact	Other	Classical / predictive ML	Developed in-house
LANDFIRE DOI-0069 · USGS	DOI	Deployed	Not high-impact	Science	Classical / predictive ML	Developed 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
Reducing elevation error in coastal wetland digital elevation models DOI-0088 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed 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
Invasive Carp Harvest Predictive Model DOI-0061 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Automated identification of ducks from hunter-submitted photos using deep learning models DOI-0074 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
Pathogen identification in salmon DOI-0071 · USGS	DOI	Pilot	Not high-impact	Science	Classical / predictive ML	Developed in-house
7(a) Purchases ML Model SBA-7 · OCA: Office of Capital Access	SBA	Pre-deployment	Not high-impact	Service Delivery	Classical / predictive ML	Developed in-house
Data-driven approaches to filling missing time-series data within the San Francisco Bay-Delta [2024 INV#WO0000000107683; INV#WO0000000107488] DOI-0174 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Machine Learning based shoreline detection and sea ice dynamics using coastal cameras [2024 INV#WO0000000108008] DOI-0166 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Tsunami Hazard Analysis [2024 INV#WO0000000108470] DOI-0165 · USGS	DOI	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Developed in-house
Determining the resource potential of critical minerals in seafloor massive sulfide deposits [2024 INV#WO0000000109311] DOI-0163 · USGS	DOI	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Developed in-house