Forest Health Protection: Survey and mapping of forest damage from insects and diseases using machine learning
Forest Health Protection is responsible for surveying ~500 million acres of forest for forest damage and mapping the risk of mortality from insects and diseases.
Forest Inventory and Cruising using GAIA AI
Intended to solve the problem of collecting forest inventory data in large areas with limited staff and time.
App for predicting soil temperature during prescribed burns
It is a tool to assist managers with determining the predicted soil temperature based on fuel load.
Wildfire effects and postfire forest dynamics
Predicting what a forest will be like after it burns is difficult since forests respond to disturbance in a variety of complex ways and forest conditions change over the first few…
Forest habitat mapping for marbled murrelets
Mapping marbled murrelet nesting habitat across the Pacific Northwest over the last 30+ years.
Forest Vegetation Simulator (FVS) Helpdesk Chatbot RAG
The Chatbot will respond to questions from users of the model (for both public and federal users), reducing staff time spent responding to questions.
Long-term monitoring of northern spotted owl habitat and populations
Machine learning methods are used to model and map forest structure and species composition as it relates to owl nesting and roosting in forests. Machine learning is also used to…
Feral Ungulate Mitigation
Feral ungulates (animals with hooves) are not native to Hawaii, cause agricultural and forest damage, and can also transmit disease. Camera traps help to manage feral ungulate pop…
Timber products output Sample Design Evaluation and Enhancement
Improve U.S. roundwood production estimates on the county level
Preseason Corn and Soybeans Forecasts
Pre-season planted acreage forecasts for corn and soybeans are needed for decision-making by the National Agriculture Statistics Service (NASS) agricultural statistics board
Farm Services Agency (FSA) Acreage Coverage Evaluation
Since not all farms sign up for Farm Service Agency (FSA) programs, total crop acreage is estimated by National Agriculture Statistics Service (NASS) for use in its programs.
VegScape/CropCASMA Data Portals
Shows crop conditions and soil moisture availability, which serve as inputs to increase the quality of crop modeling
PestScore VA: AI-Driven Pest Risk Forecasting
VA facilities currently rely on fragmented, inconsistent pest control documentation methods, ranging from hand written logs to variable digital records. This make it difficult to…
Automated AI review for Competitive Procedures
Provide guidance, while maintaining human in the loop, for various aspects of the reviewing processes where competitive procedures include multiple objective and subjective metric…