CanopyMap
Forests. Quantified. Protected.
About CanopyMap
CanopyMap is an AI-powered forest monitoring platform leveraging satellite imagery and machine learning to measure tree growth, track land cover change, and support carbon offset projects. It offers real-time, high-resolution insights to help governments, NGOs, and carbon market stakeholders prevent deforestation and scale reforestation efforts.
The Problem
Deforestation = Biodiversity loss + Climate catastrophe
Forest data collection is often manual, expensive, and error-prone
Inaccurate data undermines carbon credit markets
Policymakers and conservationists lack timely alerts
Climate mitigation efforts are slowed by poor visibility into deforestation patterns
The AI Solution
Satellite-Driven Tree Quantification
Combines open-access satellite data with AI-driven mapping
Increases tree measurement accuracy by 30%
Reduces field data collection costs by 25%
AI Models in Action
Random Forest & XGBoost: Classify forest types and land cover
Image Segmentation Models: Deep learning for precise tree canopy detection
Real-time dashboards for deforestation alerts and carbon potential estimation
Value to Carbon Markets
Verifies forest carbon stocks with AI-backed accuracy
Streamlines carbon offset project validation
Increases confidence and integrity of offset portfolios
Why It Matters
Business Model
B2G & B2B SaaS for environmental agencies, carbon funds, and forestry NGOs
Platform access + API for real-time forest monitoring and reporting
Tiered pricing based on hectares monitored and AI feature access
Progress So Far
Working prototype built using Google Earth Engine
Participated in 4 pitch events, including Africa Earth Observation Challenge (Kenya)
Early-stage platform running with 2 vCPUs, 2GB RAM
Planning upgrade to 8 vCPUs, 12GB RAM + 1TB storage
Support & Collaboration
Image classification + segmentation models require 8GB RAM minimum
Ideal compute: 40 GPU hours/month for initial scaling
Need upgraded infrastructure to handle full satellite data pipeline
Vote for CanopyMap
Support AI for Earth. Help CanopyMap power the next generation of forest intelligence across Africa.
