From ENSO prediction to regional climate services: The scientific evolution of seasonal forecasting in southern Africa within a US–South Africa collaborative framework
Seasonal climate forecasting in southern Africa has evolved over three decades from statistical rainfall outlooks to an integrated system combining coupled ocean–atmosphere models, statistical recalibration, probabilistic verification, and sector-specific climate services. This paper documents that development within...