Anna Xu

MultiPredNet: Multi-Source Fusion and Multi-Objective Learning for Radar Echo Extrapolation

Radar echo extrapolation is essential for weather nowcasting and early warning of severe convective events. However, existing deep learning approaches mainly rely on radar observations and insufficiently exploit environmental information, limiting their capability to capture convective initiation and evolution under co...