Automating ATO/POAM documentation
Need for enhanced cybersecurity visibility, response time, and documentation efficiency.
Incident Detection and Response Acceleration
Need for improved incident detection and response acceleration
Vegetation Specifications Suite (VegSpec)
Consistent technical expertise is lacking in the development of conservation practices for producers that need to implement emergency and disaster assistance conservation programs…
NETS automated waterway design
Surveying for and creating engineering designs for relatively simple practices is time consuming and limits getting programs implemented for producers in a timely manner
DamWatch automated leadership reporting
Providing leadership with information about impacts to dams (high hazard and other dams) after storm events or other natural disaster events is time consuming and can delay leader…
Digital Soil Mapping
The purpose of this project is to implement new soil map products at local, regional, and national scales to provide more explicit soil information than traditional soil mapping p…
Annual Soil Refresh Data Staging Server Automation
The process for adding new data to the Staging Server is repetitive and time consuming. We utilize the commercial software UIPath Studio with computer vision to automate this proc…
Image generator for presentation support
There are often scenes of field work that are difficult to photograph for use in educational presentation. AI has been used to generate images that approximate those field operati…
Forest based and boosted classification and regression methods
Determining which features of a forest best indicate species presence and amount
MaxEnt/ENMeval models of habitat suitability
Predict species habitat under current and future conditions
ASKTERRA
Geospatial data and models can be difficult to navigate and understand, especially for non-expert geospatial data users. Large language models give users the ability to ask questi…
Species Distribution Data analysis
Machine learning models built for predicting and understanding species distributions and ranges for thousands of different species.
A wetland-based habitat suitability model for Spotted Turtles in West Virginia
Classifying environmental suitability of wetlands for a species of turtle.
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.
GIS Help Desk Chat Bot
Answer easier Geographic Information System (GIS) help desk questions based on published Knowledge Based Articles (KBAs) which are used to train the model.
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…
Yearly Incident Procurement Classification Report
As part of planning for the upcoming fire season, all previous year incident-related procurements are categorized manually. This is a time-consuming process and humans may not be…
American Recovery Act Classification Tool
This project will use AI/ML to better understand how contracts and agreements funded through the American Relief Act support disaster response themes across the country, such as r…
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…
Policy Analysis
Review roughly 1500 handbooks and policies to identify any duplications and perform information extraction for analysis.