Comparative Analysis of Dissolved Oxygen Predictions in the Yellow River Basin Using Different Environmental Predictors Based on Machine Learning DOI
Lingling Liu, Xiaoli Zhao, Lingfeng Zhou

et al.

Published: Jan. 1, 2024

Language: Английский

Machine learning-based evolution of water quality prediction model: an integrated robust framework for comparative application on periodic return and jitter data DOI
Xizhi Nong, Yi He, Lihua Chen

et al.

Environmental Pollution, Journal Year: 2025, Volume and Issue: unknown, P. 125834 - 125834

Published: Feb. 1, 2025

Language: Английский

Citations

2
An ensemble model for accurate prediction of key water quality parameters in river based on deep learning methods DOI
Yue Zheng, Jun Wei, Wenming Zhang

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 366, P. 121932 - 121932

Published: July 22, 2024

Language: Английский

Citations

15
Robust clustering-based hybrid technique enabling reliable reservoir water quality prediction with uncertainty quantification and spatial analysis DOI
Mahmood Fooladi, Mohammad Reza Nikoo, Rasoul Mirghafari

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 362, P. 121259 - 121259

Published: June 1, 2024

Language: Английский

Citations

11
Which riverine water quality parameters can be predicted by meteorologically-driven deep learning? DOI
Huang Sheng, Yueling Wang, Jun Xia

et al.

The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 946, P. 174357 - 174357

Published: June 28, 2024

Language: Английский

Citations

6
Research progress in water quality prediction based on deep learning technology: a review DOI
Wenhao Li,

Yin Zhao,

Yining Zhu

et al.

Environmental Science and Pollution Research, Journal Year: 2024, Volume and Issue: 31(18), P. 26415 - 26431

Published: March 27, 2024

Language: Английский

Citations

5
Machine learning for high-precision simulation of dissolved organic matter in sewer: Overcoming data restrictions with generative adversarial networks DOI

Feng Hou,

Shuai Liu,

Wanxin Yin

et al.

The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 947, P. 174469 - 174469

Published: July 6, 2024

Language: Английский

Citations

5
Prediction of reservoir water levels via an improved attention mechanism based on CNN − LSTM DOI
Haoran Li, Lili Zhang,

Yunsheng Yao

et al.

Applied Intelligence, Journal Year: 2025, Volume and Issue: 55(6)

Published: March 5, 2025

Language: Английский

Citations

0
Real-time, reagent-free total phosphorus soft sensor based on frequency-enhanced decomposed transformer model DOI
Weilin Guo, Yizhang Wen,

Minghuan Liu

et al.

Measurement, Journal Year: 2025, Volume and Issue: unknown, P. 117509 - 117509

Published: April 1, 2025

Language: Английский

Citations

0
Design of a Fractional-Order Environmental Toxin-Plankton System in Aquatic Ecosystems: A Novel Machine Predictive Expedition with Nonlinear Autoregressive Neuroarchitectures DOI

Muhammad Junaid Ali Asif Raja,

Amir Sultan, Chuan‐Yu Chang

et al.

Water Research, Journal Year: 2025, Volume and Issue: unknown, P. 123640 - 123640

Published: April 1, 2025

Language: Английский

Citations

0
Deep representation learning enables cross-basin water quality prediction under data-scarce conditions DOI Creative Commons
Yue Zheng, Xiaoran Zhang, Yongchao Zhou

et al.

npj Clean Water, Journal Year: 2025, Volume and Issue: 8(1)

Published: April 26, 2025

Language: Английский

Citations

0