Monthly runoff prediction using the VMD-LSTM-Transformer hybrid model: a case study of the Miyun Reservoir in Beijing

Monthly runoff prediction using the VMD-LSTM-Transformer hybrid model: a case study of the Miyun Reservoir in Beijing

Accurate runoff prediction is of great significance for flood prevention and mitigation, agricultural irrigation, and reservoir scheduling in watersheds. To address the strong non-linear and non-stationary characteristics of runoff series, a hybrid model of monthly runoff prediction, variational mod...

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Bibliographic Details
Main Authors:	Shaolei Guo, Yihao Wen, Xianqi Zhang, Haiyang Chen
Format:	Article
Language:	English
Published:	IWA Publishing 2023-09-01
Series:	Journal of Water and Climate Change
Subjects:	frequency division prediction lstm runoff prediction transformer vmd
Online Access:	http://jwcc.iwaponline.com/content/14/9/3221

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