Streamflow Forecasting via Two Types of Predictive Structure-Based Gated Recurrent Unit Models

Data-intelligent methods designed for forecasting the streamflow of the Fenhe River are crucial for enhancing water resource management. Herein, the gated recurrent unit (GRU) is coupled with the optimization algorithm improved grey wolf optimizer (IGWO) to design a hybrid model (IGWO-GRU) to carry...

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Bibliographic Details
Main Authors: Xuehua Zhao, Hanfang Lv, Yizhao Wei, Shujin Lv, Xueping Zhu
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/13/1/91