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Updated: Jun 16, 2025

A Protocol for Conducting Rainfall Simulation to Study Soil Runoff
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A Protocol for Conducting Rainfall Simulation to Study Soil Runoff

Published on: April 3, 2014

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形成机制分析和预测由暴雨和潮引起的复合洪水,使用可解释的人工智能

Chenguang Lai1, Yanghao Liao1, Haijun Yu2

  • 1School of Civil Engineering and Transportation, State Key Laboratory of Subtropical Building and Urban Science, South China University of Technology, Guangzhou, 510641, China.

Journal of environmental management
|June 1, 2025
PubMed
概括

本研究介绍了一个可解释的AI框架,使用LSTM-MHA和SHAP来理解沿海城市的复合洪水驱动因素. 该模型准确模拟洪水,为降雨和潮相互作用提供更快,更透明的见解,以更好地减轻灾害.

关键词:
综合性洪水 综合性洪水深度学习是一种深度学习.可解释的人工智能多头注意力注意力多头注意力

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