A novel approach to precipitation prediction using a coupled CEEMDAN-GRU-Transformer model with permutation entropy algorithm

A novel approach to precipitation prediction using a coupled CEEMDAN-GRU-Transformer model with permutation entropy algorithm

The accurate forecasting of precipitation in the upper reaches of the Yellow River is imperative for enhancing water resources in both the local and broader Yellow River basin in the present and future. While many models exist for predicting precipitation by analyzing historical data, few consider t...

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Bibliographic Details
Main Authors: Jiwei Zhao, Guangzheng Nie, Meng Yan, Yaowen Wang, Luyao Wang
Format: Article
Language:English
Published: IWA Publishing 2023-08-01
Series:Water Science and Technology
Subjects:
combined model
monthly precipitation prediction
permutation entropy algorithm
upper yellow river
water resources
Online Access:http://wst.iwaponline.com/content/88/4/1015

Internet

http://wst.iwaponline.com/content/88/4/1015

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