A novel RF-CEEMD-LSTM model for predicting water pollution

• Published in: Scientific reports Vol. 13; no. 1; pp. 20901 - 14
• Main Authors: Ruan, Jinlou, Cui, Yang, Song, Yuchen, Mao, Yawei
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 28.11.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 704/172; 704/242; Humanities and Social Sciences; Long short-term memory; multidisciplinary; Prediction models; Science; Science (multidisciplinary); Water pollution

Accurate water pollution prediction is an important basis for water environment prevention and control. The uncertainty of input variables and the nonstationary and nonlinear characteristics of water pollution series hinder the accuracy and reliability of water pollution prediction. This study propo...