Uncertainty forecasting system for tropical cyclone tracks based on conformal prediction

Fan Meng, Tao Song

Abstract: Highlights•The first study using machine learning for tropical cyclone track uncertainty forecasting.•“Trajectory forecast ellipse” method proposed to characterise forecast area.•ML-based regional forecasting effective complement to operational methods.