Sumia Akter

Comparison of data-driven and numerical weather prediction models for rainfall nowcasting in major cities of Bangladesh

Flood-prone Bangladesh requires accurate short-term rainfall prediction, yet conventional numerical weather prediction (NWP) models remain computationally intensive and regionally limited in skill. This study evaluates and compares four deep learning (DL) architectures — Simple Long Short-Term Memory (LSTM), Stacked LS...