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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Zhaohua Wang, Longzhen Duan, Dongsheng Shuai, Taorong Qiu
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Nature Portfolio 2024-01-01
Cyfres:Scientific Reports
Mynediad Ar-lein:https://doi.org/10.1038/s41598-024-51936-5