Physics-based vs. data-driven 24-hour probabilistic forecasts of precipitation for northern tropical Africa

Eva-Maria Walz, Peter Knippertz, Andreas H. Fink +2

Numerical weather prediction (NWP) models struggle to skillfully predict tropical precipitation occurrence and amount, calling for alternative approaches. For instance, it has been…