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Explainable AI and Ensemble Machine Learning Analysis of River Flow Dynamics: Influence of Key Climatic Variables (Temperature, Humidity, Precipitation) Cover

Explainable AI and Ensemble Machine Learning Analysis of River Flow Dynamics: Influence of Key Climatic Variables (Temperature, Humidity, Precipitation)

Open Access
|Jun 2026

Authors

Mustafa Çakır

Iskenderun Vocational School of Higher Education, İskenderun Technical University, İskenderun, Türkiye

Gizem Nazlı Ural

Faculty of Fisheries, Akdeniz University, Antalya, Türkiye

Mükerrem Oral

Kemer Faculty of Maritime, Akdeniz University, Antalya, Türkiye

Okan Oral

Faculty of Engineering, Akdeniz University, Antalya, Türkiye

Mesut Yılmaz

myilmaz@akdeniz.edu.tr

Faculty of Fisheries, Akdeniz University, Antalya, Türkiye
DOI: https://doi.org/10.2478/johh-2026-0009 | Journal eISSN: 1338-4333 | Journal ISSN: 0042-790X
Language: English
Page range: 113 - 124
Submitted on: Dec 26, 2025
Accepted on: Apr 26, 2026
Published on: Jun 20, 2026
In partnership with: Paradigm Publishing Services

© 2026 Mustafa Çakır, Gizem Nazlı Ural, Mükerrem Oral, Okan Oral, Mesut Yılmaz, published by Slovak Academy of Sciences, Institute of Hydrology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.