Enhanced daily streamflow forecasting in Northeastern Algeria: integrating hybrid machine learning with advanced wavelet transformation techniques
Author:
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s40808-024-02067-3.pdf
Reference89 articles.
1. Abda Z, Chettih M (2018) Forecasting daily flow rate-based intelligent hybrid models combining wavelet and Hilbert–Huang transforms in the mediterranean basin in northern Algeria. Acta Geophys 66(5):1131–1150. https://doi.org/10.1007/s11600-018-0188-0
2. Abdelkebir B, Maoui A, Mokhtari E, Engel B, Chen J, Aboelnour M (2021) Evaluating low-impact development practice performance to reduce runoff volume in an urban watershed in Algeria. Arab J Geosci 14(9):814. https://doi.org/10.1007/s12517-021-07178-0
3. Adnan RM, Liang Z, Trajkovic S, Zounemat-Kermani M, Li B, Kisi O (2019) Daily streamflow prediction using optimally pruned extreme learning machine. J Hydrol 577:123981. https://doi.org/10.1016/j.jhydrol.2019.123981
4. Adnan RM, Liang Z, Heddam S, Zounemat-Kermani M, Kisi O, Li B (2020) Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs. J Hydrol 586:124371. https://doi.org/10.1016/jjhydrol2019124371
5. Adnan RM, Mostafa RR, Kisi O, Yaseen ZM, Shahid S, Zounemat-Kermani M (2021) Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization. Knowledge-Based Systems 230:107379. https://doi.org/10.1016/j.knosys.2021.107379
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