AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Predictive Modeling of Invasive Pest Species USDA-004 · Marketing and Regulatory Programs	USDA	Pre-deployment	Not high-impact	Other	Classical / predictive ML	Not reported
Conservation Effects Assessment Project USDA-037 · Farm Production and Conservation	USDA	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
Acreage and Crop Type Validation USDA-063 · Farm Production and Conservation	USDA	Pre-deployment	High-impact	Service Delivery	Classical / predictive ML	Not reported
NASS Automated Editing Tool USDA-066 · Research, Education and Economics	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
DamWatch automated leadership reporting USDA-119 · Farm Production and Conservation	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Not reported
Forest based and boosted classification and regression methods USDA-123 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
MaxEnt/ENMeval models of habitat suitability USDA-124 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
A wetland-based habitat suitability model for Spotted Turtles in West Virginia USDA-127 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Projected contemporary habitat distribution and quality for wood turtles in the midwestern United States USDA-128 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Amphibians reveal unexpectedly large differences in potential environmental change responses among ecologically similar habitat specialists USDA-129 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Projected future changes in the geographic distributions of the threatened Plethodon nettingi and a potential competitor USDA-130 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Late seral forest complexity USDA-147 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Not reported
Forest demographic modelling USDA-153 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Energy and the Environment	Classical / predictive ML	Not reported
Flight Aviation Safety system 2.0 USDA-156 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Emergency Management	Classical / predictive ML	Not reported
Timber products output Sample Design Evaluation and Enhancement USDA-166 · Natural Resources and Environment	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Preseason Corn and Soybeans Forecasts USDA-170 · Research, Education and Economics	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported
Farm Services Agency (FSA) Acreage Coverage Evaluation USDA-171 · Research, Education and Economics	USDA	Pre-deployment	Not high-impact	Science	Classical / predictive ML	Not reported