Kai-Wen Xue

Urban Pluvial Flood Prediction in Huai’an City Based on a Transformer–GNN Fusion Model

Urban pluvial flooding shows clear temporal accumulation, delayed response, and spatial heterogeneity. Better flood-depth prediction from a spatiotemporal coupling perspective can support urban flood risk identification and refined management. This study develops a spatiotemporal prediction model that integrates a Tran...