High-Resolution Satellite Deforestation & Illegal Mining Tracker
Siamese U-Net change detection model analyzing multi-temporal Sentinel-2 satellite tiles to spot forest clearing within 48 hours.
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Project Technical Overview
Ingests Sentinel-2 optical and SAR satellite imagery over protected wildlife reserves. Computes pixel-wise bi-temporal feature differences using a Siamese attention U-Net, automatically alerting forest rangers to unauthorized logging roads and open-pit mining operations.
Read the foundational IEEE conference research paper, citations, and algorithmic architecture for this project.