江江 夏

A two-stage cascaded prediction framework for urban inundation depth using a dual-branch CNN-ConvLSTM network

Study region Shenzhen, China, is a densely urbanized subtropical megacity characterized by extensive impervious surfaces, rapid runoff responses, and frequent rainfall-induced inundation. Study focus To address the underestimation of urban inundation depth driven by severe zero-i...