A novel hybrid model by integrating TCN with TVFEMD and permutation entropy for monthly non-stationary runoff prediction

A novel hybrid model by integrating TCN with TVFEMD and permutation entropy for monthly non-stationary runoff prediction

Abstract Accurate prediction of runoff is of great significance for rational planning and management of regional water resources. However, runoff presents non-stationary characteristics that make it impossible for a single model to fully capture its intrinsic characteristics. Enhancing its precision...

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Bibliographic Details
Main Authors: Huifang Wang, Xuehua Zhao, Qiucen Guo, Xixi Wu
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Non-stationary
Permutation entropy
Runoff prediction
TCN
TVFEMD
Online Access:https://doi.org/10.1038/s41598-024-81574-w
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