Open Source
CropCast
Crop-yield forecasting from satellite and weather data for smallholder farms.
Open Source
CropCast
Crop-yield forecasting from satellite and weather data for smallholder farms.
Why it matters
Smallholder farmers make planting decisions with little data.
Approach
Gradient-boosted models on satellite indices, tracked and versioned with MLflow.
Evaluation
Backtested across three seasons before any pilot.