Forecasting monthly runoff in a glacierized catchment: A comparison of extreme gradient boosting (XGBoost) and deep learning models

• Mohammed Majeed Hameed ,

  Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: mohmmag1@gmail.com (MMH); ahmedelbeltagy81@mans.edu.eg (AE); salem.ali@mik.pte.hu (AS)

  Affiliation Upper Euphrates Center for Sustainable Development Research, University of Anbar, Ramadi, Iraq

  https://orcid.org/0000-0002-9366-9162

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• Adil Masood,

  Roles Conceptualization, Formal analysis, Methodology, Software, Visualization, Writing – review & editing

  Affiliation Department of Natural and Applied Sciences, TERI School of Advanced Studies, New Delhi, India

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• Aadil hamid,

  Roles Conceptualization, Writing – original draft

  Affiliation Department of Natural and Applied Sciences, TERI School of Advanced Studies, New Delhi, India

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• Ahmed Elbeltagi ,

  Roles Data curation, Formal analysis, Resources, Writing – review & editing

  * E-mail: mohmmag1@gmail.com (MMH); ahmedelbeltagy81@mans.edu.eg (AE); salem.ali@mik.pte.hu (AS)

  Affiliation Agricultural Engineering Department, Faculty of Agriculture, Mansoura University, Mansoura, Egypt

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• Siti Fatin Mohd Razali,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia (UKM), Bangi, Malaysia

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• Ali Salem

  Roles Data curation, Formal analysis, Funding acquisition, Resources, Writing – review & editing

  * E-mail: mohmmag1@gmail.com (MMH); ahmedelbeltagy81@mans.edu.eg (AE); salem.ali@mik.pte.hu (AS)

  Affiliations Civil Engineering Department, Faculty of Engineering, Minia University, Minia, Egypt, Structural Diagnostics and Analysis Research Group, Faculty of Engineering and Information Technology, University of Pécs, Pécs, Hungary

  https://orcid.org/0000-0001-6176-8345

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