US Poultry and Operations Dataset
Identifies the location and distribution of poultry agricultural facilities in the United States.
Equine Operations and Populations Dataset for the U.S.
The purpose of this case is to develop a dataset that addresses the problem of not having complete information about where horse farms are located and how many horses they have.
NASS Automated Editing Tool
The purpose of this model is to determine if an answer on a survey is valid or invalid. If an answer is classified as invalid, a model will then suggest a corrected value.
County-Level Remotely-Sensed Corn and Soybean Yield Estimation
The purpose of this tool is to estimate yearly corn and soybean yields for each county using satellite images.
NASSportal Intranet Agent
Quick identification of internal policies and procedures for staff to execute programs
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.
The Lost Meadows Model
Markov random fields for mixed forests
A level of uncertainty can exist in model predictions and sometimes that level of uncertainty is incorrectly assessed, leading to less effective decision-making when based on the…
AI for regional forest mapping and monitoring
The purpose of this model is to use existing satellite images and forest survey data from the USDA Forest Service to create detailed maps of forest structures. Continuing research…