Ecosystem Management Decision Support System (EMDS)
This system provides decision support for environmental analysis and planning by using AI-powered tools in ArcGIS and QGIS.
Cross-Laminated Timber (CLT) Knowledge Database
Raster Tools
Integrating geospatial analysis with AI in parallel.
TreeMap and FuelMap (all versions)
Produce tree-level model of the forests of the US, and corresponding model of fuel loading.
Landscape Change Monitoring System (LCMS)
LCMS produces annual vegetation cover change, land cover, land use, and tree canopy cover data on National Forest System lands and more broadly across the conterminous United Stat…
Forest Health Detection Monitoring
This project monitors forest health by detecting tree damage through changes in light patterns collected by satellites.
DISTRIB-II: Habitat Suitability of Eastern United States Tree
The goal of this use case is to provide information about current and future habitat suitability of east United States tree species. Machine learning is used to develop models tha…
XyloTron/XyloPhone Wood Identification System
The purpose of these tools is to identify different types of wood based on their cross-section. These tools will help industries follow laws and support law enforcement in meeting…
Incident Invoice Document Understanding
Staff is overburdened by manual document handling, resulting in less time to focus on high-value strategic tasks. This tool automates data extraction from forms and invoices.
Forest disease detection and screening
To improve tree disease diagnosis and screening.
Use of LLMs for data extraction
The purpose of this model is to quickly gather information from scientific papers to track the spread of plant diseases.
IPWG Application Survey Analysis
Fire Resilient Landscapes
Assists in planning treatments to reduce wildfire risk and calculate treatment costs
PC Rasterize
Spread and Balance Sample Design
The purpose of this tool is to produce samples that are well spread and balanced, reducing sampling cost and error.
Regression, Classification, Clustering with Hilbert Curves
Implementation of many machine learning techniques into applied research
The Big Data, Mapping, and Analytics Platform (BIGMAP) Project
To produce maps of various characteristics of US forests at all locations, based on field plots measured by the US Forest Service Forest Inventory and Analysis (FIA) program only…
BirdNET to detect bird vocalizations for research and species monitoring
BirdNET quickly scans thousands of hours of forest audio recordings to detect bird calls from species that are important for forest monitoring, like American goshawks, black-backe…
Predictive flood modeling
The model is intended to solve the overtopping and/or failure of at-risk road culverts (drains) due to projected future extreme weather induced flooding, by identifying potential…
FuelCast
R1 Forest Vegetation Modeling
ESRI Support Chat Bot
The purpose of this chatbot is to help handle requests for support with geospatial software between our team and the software vendor.
Wildlife Deterrent System
The purpose of the AI device is to keep coyotes out of a fenced area by blocking their entry through a gap in the fence, while still allowing other wildlife to pass through.