A WaveNet-based convolutional neural network for river water level prediction

A WaveNet-based convolutional neural network for river water level prediction

River water level prediction (WLP) plays an important role in flood control, navigation, and water supply. In this study, a WaveNet-based convolutional neural network (WCNN) with a lightweight structure and good parallelism was developed to improve the prediction accuracy and time effectiveness of W...

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Bibliographic Details
Main Authors: Jun Chen, Yanhua Huang, Teng Wu, Jing Yan
Format: Article
Language:English
Published: IWA Publishing 2023-11-01
Series:Journal of Hydroinformatics
Subjects:
convolutional neural network
ganjiang river
machine learning model
water level prediction
wavenet
Online Access:http://jhydro.iwaponline.com/content/25/6/2606

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