Esri ArcGIS Pro Deep Learning Modules
Object detection from aerial images
Zen AI Image Analysis
Automated AI image analysis tool for screening and detection methods to increase efficiency and reduce human error in sterile insect technique programs.
Plum Island handwriting and text extraction from scanned pdfs
To reduce manual intervention and automate searchability of Plum Island lab manuals and scientific documents.
NWRC ND Field Station Birds and Agriculture Project
Use machine learning to detect, classify, and count birds damaging crops. Systems allowed to selectively deploy tools to disrupt bird activity.
NWRC LSS Bioinformatic Coding
Troubleshoot code used in analysis
NWRC Rabies ML A.D.
Speeding up the processing and identification of species within trail camera images. Improving the ability to answer management questions.
NWRC Rabies ML M.H.
Speeding up the processing and analysis of large genomic datasets to track diseased animals, which helps inform managers the best course of action for emergency response and inter…
NWRC Pepin ML & AI
Analyze simulation data from computational models; staff burden of processing screen trail camera photos
NWRC Genetics Metadata
Assist with data processing, convert data to standard format for publication, infer origin populations
Digital Soil Mapping
The purpose of this project is to implement new soil map products at local, regional, and national scales to provide more explicit soil information than traditional soil mapping p…
Forest based and boosted classification and regression methods
Determining which features of a forest best indicate species presence and amount
MaxEnt/ENMeval models of habitat suitability
Predict species habitat under current and future conditions
Species Distribution Data analysis
Machine learning models built for predicting and understanding species distributions and ranges for thousands of different species.
A wetland-based habitat suitability model for Spotted Turtles in West Virginia
Classifying environmental suitability of wetlands for a species of turtle.
Projected contemporary habitat distribution and quality for wood turtles in the midwestern United States
Estimating environmental suitability of stream cells for a turtle species.
Amphibians reveal unexpectedly large differences in potential environmental change responses among ecologically similar habitat specialists
Estimating environmental suitability for amphibians
Projected future changes in the geographic distributions of the threatened Plethodon nettingi and a potential competitor
Estimation of environmental suitability for two salamander species.
Random Forest with Aquatic Effectiveness Monitoring
Protecting aquatic ecosystems and restoring watershed processes can be improved by understanding predictors of sediment in streams after wildfire.
Forest fire effects remote sensing models
The AI use case is intended to predict the status of forests after wildfires.
Select Tree Mapping
Improving access to data about Select Trees (trees with superior growth for timber production) from Select Tree Registers (physical documents with information about the tree and i…
Automated Road Mapping
Road and trail maps are essential for effective fire response, forest management, and public safety in wildland areas. Unfortunately, many existing maps are outdated or incomplete…
Bugnet
Detect and map locations of tree damage caused by insects and disease, separate from fire and harvest-caused damage.
Recreation site chatbot
Estimating recreation use at recreation sites.
Forest Mapping using G-LiHT airborne data in interior Alaska
This project supports the first comprehensive forest inventory of interior Alaska in the modern era. Machine learning techniques will be used to predict various forest attributes…