Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods

Flash Flood Regionalization for the Hengduan Mountains Region, China, Combining GNN and SHAP Methods

The Hengduan Mountains region (HMR) is vulnerable to flash flood disasters, which account for the largest proportion of flood-related fatalities in China. Flash flood regionalization, which divides a region into homogeneous subdivisions based on flash flood-inducing factors, provides insights for th...

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Bibliographic Details
Main Authors: Yifan Li, Chendi Zhang, Peng Cui, Marwan Hassan, Zhongjie Duan, Suman Bhattacharyya, Shunyu Yao, Yang Zhao
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Remote Sensing
Subjects:
flash flood
Graph Neural Network (GNN)
regionalization
the Hengduan Mountains region (HMR)
interpretation model
Online Access:https://www.mdpi.com/2072-4292/17/6/946
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