A multi-step water quality prediction model based on the Savitzky-Golay filter and Transformer optimized network
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s11356-023-29920-9.pdf
Reference21 articles.
1. Ahmed AN, Othman FB, Afan HA, Ibrahim RK, Fai CM, Hossain MS et al (2019) Machine learning methods for better water quality prediction. J Hydrol 578:124084. https://doi.org/10.1016/j.jhydrol.2019.124084
2. Avila R, Horn B, Moriarty E, Hodson R, Moltchanova E (2018) Evaluating statistical model performance in water quality prediction. J Environ Manag 206:910–919. https://doi.org/10.1016/j.jenvman.2017.11.049
3. Bi J, Lin Y, Dong Q, Yuan H, Zhou M (2021) Large-scale water quality prediction with integrated deep neural network. Inf Sci 571:191–205. https://doi.org/10.1016/j.ins.2021.04.057
4. Chen Y, Chen X, Xu A, Sun Q, Peng X (2022) A hybrid CNN-Transformer model for ozone concentration prediction. Air Qual, Atmosp Health 1-14. https://doi.org/10.1007/s11869-022-01197-w
5. Chen Y-P, Fu B-J, Zhao Y, Wang K-B, Zhao MM, Ma J-F et al (2020) Sustainable development in the Yellow River basin: issues and strategies. J Clean Prod 263:121223. https://doi.org/10.1016/j.jclepro.2020.121223
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