Intelligent Prediction of Flood Disaster Risk Levels Based on Knowledge Graph and Graph Neural Networks

Intelligent Prediction of Flood Disaster Risk Levels Based on Knowledge Graph and Graph Neural Networks

Flash flood disasters pose a significant threat to human life and property, making accurate prediction of risk levels crucial for disaster prevention and mitigation. This study introduces an innovative artificial intelligence approach based on knowledge graphs and graph neural networks. The method i...

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Bibliographic Details
Main Authors: Peisheng Yang, Xiaohua Xu, Meilan Shao, Yewei Liu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Knowledge graph
graph neural network
flood disaster
risk level prediction
Online Access:https://ieeexplore.ieee.org/document/10824773/
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