Rapid Prediction Model for Urban Floods Based on a Light Gradient Boosting Machine Approach and Hydrological–Hydraulic Model

Abstract Global climate change and sea level rise have led to increased losses from flooding. Accurate prediction of floods is essential to mitigating flood losses in coastal cities. Physically based models cannot satisfy the demand for real-time prediction for urban flooding due to their computatio...

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Bibliographic Details

Published in:	International Journal of Disaster Risk Science
Main Authors:	Kui Xu, Zhentao Han, Hongshi Xu, Lingling Bin
Format:	Article
Language:	English
Published:	SpringerOpen 2023-02-01
Subjects:	China Flood prediction Hainan Hydrological–hydraulic model Light gradient boosting machine Urban floods
Online Access:	https://doi.org/10.1007/s13753-023-00465-2