AWD rice, regenerative agriculture, offset markets & carbon price ML
Compare Alternate Wetting and Drying (AWD) rice fields with continuously flooded fields. Estimate methane avoided and carbon credits per hectare.
Compare conventional and regenerative farms to estimate soil organic carbon increases and the carbon credits they can generate.
Analyze voluntary carbon offset projects by methodology, vintage, issuance, retirement, and price. Identify which projects are undersubscribed or overpriced.
Predict carbon credit price from project features. Train a Random Forest regressor and inspect feature importance to understand what drives carbon credit prices.