List Frame Deadwood Identification
This model helps identify farms that may be out of business on the National Agricultural Statistics Service list. Parts of the model were used to create clear rules to identify th…
Climate Change Classification NLP
Video Surveillance System
The purpose of this system is to conduct facial recognition video surveillance to provide enhanced security.
Aquisition Approval Request Compliance Tool
This project was developed to help identify likely Information Technology (IT) purchases that do not have an associated Acquisition Approval Request.
Operational Water Supply Forecasting for Western US Rivers
Improved predictions of seasonal water supply forecasts to support irrigated agriculture planning.
Standardization of Cut Flower Business Names for Message Set Data
Intelligent Ticket Routing
Predictive Maintenance Impacts
Approximate String Matching (aka fuzzy matching) to Standardize Data
Entities (producers, commodities, facilities, etc) use different names in our data systems, making accurate analysis by entity impossible without matching and resolving them.
Automated PDF Document Processing and Information Extraction
Plant Protection and Quarantine (PPQ) has important program and workforce related information stored in thousands of PDFs, which cannot easily be used for analytics.
Census of Agriculture Propensity Scores via Machne Learning
The Census of Agriculture is collected every 5 years and requires high participation levels from individuals and agricultural operations to provide relevant agricultural data to t…
Conservation Effects Assessment Project
The purpose of the use case is to predict the conservation effects of cropland practices in real time, with no technical skill required.
Digital Imagery (no-change) for NRI Program
AI algorithms are used to look at landscape images and detect if the landscape has changed from year to year.
Nutrition Education & Local Access Dashboard
The goal of this dashboard is to provide county-level information on nutrition education and local food access, alongside other metrics related to hunger and nutritional health. T…
Survey Text Remarks Value Scoring
Survey Outlier Detection Model
Anomalous or inaccurate values in surveys must be correctly identified and addressed to ensure high data quality.
Multilingual Translation of Recalls and Public Health Alerts
Genomic Analyses of Pathogen Subtypes
The purpose of this use case is to use machine learning (ML) methods to group foodborne bacteria based on patterns in their genes, then connect this information with available hea…
Foodborne Illness Source Attribution
The Interagency Food Safety Analytics Collaboration (IFSAC) - a partnership between the Centers for Disease Control and Prevention (CDC), the U.S. Food and Drug Administration (FD…
Rangeland Analysis Platform
Provides ranchers and land managers with information to detect and manage invasive species spread, wildfire risks, woody species encroachment, wildlife habitat condition, and wind…
Predictive Cropland Data Layer
The purpose of this system is to predict crop rotations.
Dam Inspection Report Document Processing
The AI use case allows our staff to identify the biggest issues and trends across 2,100+ dams.
Portfolio Approval and Management (PAM) Bot
The purpose of the model is to improve the Economic Research Service (ERS) research approval process.
GIS Invasive Tree Extraction for Field Level Users
The tool automatically identifies invasive Eastern Red Cedar trees from the surrounding landscape. This eliminates manual processing by planners.