Predictive Modeling of Invasive Pest Species

Imported agricultural products may contain pests. The purpose of this model is to assist in determining if imported agricultural products from other countries to have pests.

Democratizing Data

Identifies which researchers are using National Agriculture Statistics Service (NASS) data, for what purpose, and when they used it.

LCAT - Land Change Analysis Technique

Generating landcover from imagery

Retailer Receipt Analysis

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.

Cropland Data Layer

Generating agricultural statistics

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.