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

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

Civil and Environmental Engineering

By: Mohammed Azeez, Hisham M. Jawad Al Sharaa and Abdul Razzak T. Zboon

Open Access

|Oct 2025

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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

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Accepted on: Aug 15, 2025

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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,

Related subjects:

Business and economics,

Political economics,

Economic theory, systems and structures,

Business management,

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.