GeoAI Research Support

Biomass and Carbon Estimation using EO and Machine Learning

Struggling with biomass modelling, uncertain estimates, or tight research deadlines?

👉 Get biomass and carbon estimates using Earth observation (EO) data and machine learning to support:

• Forest biomass mapping
• Carbon stock assessment
• Ecosystem and environmental research

✅ What You Get

• 🗺️ Aboveground Biomass Maps (GeoTIFF) — biomass density in Mg/ha
• 🌳 Aboveground Carbon Maps and Summaries — carbon density and total stocks for your AOI
• 📊 Model Performance Assessment — spatial validation with R², RMSE, and bias
• 📉 Uncertainty Assessment — understand where predictions are more or less reliable

Delivery

⏱ Delivery time confirmed after reviewing your AOI, data availability, and analysis requirements.

📦 You Provide

• AOI boundary (Shapefile or GeoJSON)
• Target year or period
• Field biomass measurements, if available
• Research objectives and preferred outputs