Machine learning models for daily rainfall forecasting in Northern Tropical Africa using tropical wave predictors

Athul Rasheeda Satheesh, Peter Knippertz, Andreas H. Fink

Numerical weather prediction (NWP) models often underperform compared to simpler climatology-based precipitation forecasts in northern tropical Africa, even after statistical postp…