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
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.