Integrating Hydrodynamic Mechanisms and Deep Learning for Real-Time Flood Inundation Forecasting

Abstract

AbstractExtreme climate events are becoming increasingly frequent, and flood disasters have been one of the most frequent and devastating forms of such events, threatening the lives and property of coastal residents. To reduce the potential costs to ...Practical ApplicationsThe hybrid model developed in this study has significant practical implications for flood risk management and emergency response. By integrating hydrodynamic analysis with advanced deep learning techniques, the model enables real-...