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A Two-Stage XGBoost Approach for Mapping Arable and Non-Arable Soils under Salinity Stress in Southern Iraq Cover

A Two-Stage XGBoost Approach for Mapping Arable and Non-Arable Soils under Salinity Stress in Southern Iraq

Civil and Environmental Engineering
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By: Mohammed Azeez,  Hisham M. Jawad Al Sharaa and  Abdul Razzak T. Zboon  
Open Access
|Oct 2025

Authors

Mohammed Azeez

mohammed.aziz@stu.edu.iq

Department of Surveying, Shatrah Technical Institute (STI), Southern Technical University (STU), Shatrah, Iraq
Department of Civil Engineering, College of Engineering, University of Technology, Baghdad, Iraq

Hisham M. Jawad Al Sharaa

Department of Civil Engineering, College of Engineering, University of Technology, Baghdad, Iraq

Abdul Razzak T. Zboon

Department of Building and Construction Technology, Al-Esraa University, Baghdad, Iraq
DOI: https://doi.org/10.2478/cee-2026-0017 | Journal eISSN: 2199-6512 | Journal ISSN: 1336-5835
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Language: English
Submitted on: Jul 12, 2025
|
Accepted on: Aug 15, 2025
|
Published on: Oct 8, 2025
Published by: University of Žilina
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
Soil salinization,
Remote sensing,
Binary classification,
Machine learning,
XGBoost
Related subjects:
Business and economics,
Political economics,
Economic theory, systems and structures,
Business management,
Industries,
Environmental management

© 2025 Mohammed Azeez, Hisham M. Jawad Al Sharaa, Abdul Razzak T. Zboon, published by University of Žilina
This work is licensed under the Creative Commons Attribution 4.0 License.

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