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…
FSA FLP Chatbot
This AI use case is researching program handbooks and generating contextually and factually accurate responses from highly technical Farm Loan Program information.
ROE Document Recognition - RoeDR
The purpose of this model is to automate a slow manual process by analyzing documents from producers and Authorized Insurance Providers (AIPs), picking the appropriate page from t…
IRIS
Ticket Resolution Categorization (Incident/Change)
Ticket Templatization
File Rename
This tool extracts specific text from a PDF and renames the file to comply with electronic standard naming conventions
Rapid Drafting of ARS Research Summaries
The purpose of this tool is to summarize ongoing research from internal Agricultural Research Service (ARS) documents to allow program staff to efficiently understand ARS research…
DS Hub Geo-metadata generation
The purpose of this AI use case is to generate metadata for Natural Resources Conservation Service (NRCS) datasets, ensuring consistency, accessibility, and compliance through gen…
Dynamic Soils Hub
The Dynamic Soils Hub (DS Hub) under the Natural Resources Conservation Service (NRCS) is a tool designed to help both government workers and the public understand and analyze soi…
Cover Crop Mapping
The agency needs to independently check and track the use of cover crops on farms. Yearly maps are made using satellite images and models of plant growth to measure the use of cov…
Planting Date Detection
The agency needs to independently check and confirm the planting dates reported by farmers to ensure the integrity of their programs. Maps containing planting dates are made using…
Acreage and Crop Type Validation
Making sure crop programs are fair and correct, this tool helps the agency validate that the reported field sizes and crop types are accurate.
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