Research on water environmental indicators prediction method based on EEMD decomposition with CNN-BiLSTM

Abstract Water resources protection is related to the development of the social economy, and the monitoring and prediction of water environmental indicators have important practical significance. In view of the seasonality, periodicity, uncertainty, and nonlinear characteristics of water quality ind...

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Bibliographic Details
Main Authors: Zhaohua Wang, Longzhen Duan, Dongsheng Shuai, Taorong Qiu
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51936-5