Monthly Water Level Prediction Based on ESMD-VMD-ESN Hybrid Model

Monthly Water Level Prediction Based on ESMD-VMD-ESN Hybrid Model

Water level sequence contain complex features of multiple frequency information.To improve the prediction accuracy of the water level sequences,a combined model was developed based on Extreme-point Symmetric Mode Decomposition (ESMD),Variational Mode Decomposition (VMD) and Echo State Network (ESN),...

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Bibliographic Details
Main Authors: LI Ang, ZHANG Kun, SANG Yuting, BI Wan
Format: Article
Language:zho
Published: Editorial Office of Pearl River 2022-01-01
Series:Renmin Zhujiang
Subjects:
Water prediction
Extreme-point Symmetric Mode Decomposition
Variational Mode Decomposition
Echo State Network
Online Access:http://www.renminzhujiang.cn/thesisDetails?columnId=47642848&Fpath=home&index=0
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