Projected contemporary habitat distribution and quality for wood turtles in the midwestern United States
Estimating environmental suitability of stream cells for a turtle species.
Amphibians reveal unexpectedly large differences in potential environmental change responses among ecologically similar habitat specialists
Estimating environmental suitability for amphibians
Projected future changes in the geographic distributions of the threatened Plethodon nettingi and a potential competitor
Estimation of environmental suitability for two salamander species.
Random Forest with Aquatic Effectiveness Monitoring
Protecting aquatic ecosystems and restoring watershed processes can be improved by understanding predictors of sediment in streams after wildfire.
Forest fire effects remote sensing models
The AI use case is intended to predict the status of forests after wildfires.
Select Tree Mapping
Improving access to data about Select Trees (trees with superior growth for timber production) from Select Tree Registers (physical documents with information about the tree and i…
Automated Road Mapping
Road and trail maps are essential for effective fire response, forest management, and public safety in wildland areas. Unfortunately, many existing maps are outdated or incomplete…
Bugnet
Detect and map locations of tree damage caused by insects and disease, separate from fire and harvest-caused damage.
Recreation site chatbot
Estimating recreation use at recreation sites.
Forest Mapping using G-LiHT airborne data in interior Alaska
This project supports the first comprehensive forest inventory of interior Alaska in the modern era. Machine learning techniques will be used to predict various forest attributes…
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…