Forest Monitoring with Satellite Imagery

Forest Monitoring with Satellite Imagery — System Interface & Architecture

Project Overview

AI-powered satellite observation platform detecting bark beetle infestations at the earliest green-attack stage to protect European timberland.

Technology Stack

Deep Learning on Multispectral Satellites

Leveraging Sentinel-2 multispectral bands and high-resolution orthophotos, our convolutional neural network detects canopy moisture and chlorophyll deficits prior to visible discoloration.

Key Deliverables

• Automated weekly anomaly heatmaps across national forestry zones.
• Integration with GIS planning software for forestry rangers.
• 91% validation accuracy in early stress detection field trials.