Research on RNN and LSTM Method for Dynamic Prediction of Landslide Displacement

Research on RNN and LSTM Method for Dynamic Prediction of Landslide Displacement

Good landslide displacement prediction is an important part of the landslide disaster warning.Limited by the nonlinear dynamic characteristics of landslide displacement evolution,historical data is generally missing in traditional prediction methods,resulting in low prediction accuracy.To this end,t...

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Bibliographic Details
Main Authors: ZHANG Mingyue, LI Limin, WEN Zongzhou
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2021-01-01
Series:Renmin Zhujiang
Subjects:
landslide disaster
displacement prediction
recurrent neural network
long short term memory network
dynamic prediction
Online Access:http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.09.002
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http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.09.002

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