Selected Work
5 projects in Remote Sensing
AI Culvert Detection
USGS 3D Hydrography Program
Deep learning model to automatically detect and classify culverts from aerial imagery and LiDAR derivatives, supporting national hydrography data modernization.
Copper Mine InSAR Monitoring
Bagdad Copper Mine
Satellite InSAR time-series analysis to monitor ground deformation across an active open-pit copper mine, providing early warning signals for slope instability.
Refinery Oil Seep Detection
Marathon Petroleum — Lovell Refinery
Multispectral and thermal drone imagery analysis to detect subsurface hydrocarbon seeps around a petroleum refinery, reducing manual survey time significantly.
Dam Digital Twin
T. Howard Duckett Dam
Photogrammetry-based digital twin of a public water supply dam, combining drone imagery and LiDAR to create a high-resolution 3D model for structural monitoring.
Coastal Storm Risk AI
Norfolk District — US Army Corps of Engineers
AI-assisted risk scoring framework integrating coastal flood models, satellite-derived inundation data, and socioeconomic layers to prioritize storm risk management investments.