Modeling wind erosion susceptibility of Eastern Iran using machine learning

Momeni Damaneh Javad; Tajbakhsh Fakhrabadi Seyed Mohammad; Memarian Hadi; Komeh Zinatplease; Dericks Praise Shukla

doi:10.1371/journal.pone.0354288

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Open Access

Peer-reviewed

Research Article

Modeling wind erosion susceptibility of Eastern Iran using machine learning

Momeni Damaneh Javad ,

Contributed equally to this work with: Momeni Damaneh Javad, Tajbakhsh Fakhrabadi Seyed Mohammad, Memarian Hadi, Komeh Zinatplease

Roles Investigation, Methodology, Visualization, Writing – original draft, Data curation, Formal analysis

Affiliation Department of Natural Resources Engineering, Faculty of Agriculture and Natural Resources, University of Hormozgan, Bandar Abbas, Iran
⨯
Tajbakhsh Fakhrabadi Seyed Mohammad ,

Contributed equally to this work with: Momeni Damaneh Javad, Tajbakhsh Fakhrabadi Seyed Mohammad, Memarian Hadi, Komeh Zinatplease

Roles Investigation, Methodology, Project administration, Resources, Writing – original draft, Conceptualization, Formal analysis

Affiliation Department of Rangeland and Watershed Management, Faculty of Natural Resources and Environment, University of Birjand, Birjand, Iran
⨯
Memarian Hadi ,

Contributed equally to this work with: Momeni Damaneh Javad, Tajbakhsh Fakhrabadi Seyed Mohammad, Memarian Hadi, Komeh Zinatplease

Roles Investigation, Resources, Software, Writing – original draft, Formal analysis, Data curation

Affiliation Department of Rangeland and Watershed Management, Faculty of Natural Resources and Environment, University of Birjand, Birjand, Iran
⨯
Komeh Zinatplease ,

Contributed equally to this work with: Momeni Damaneh Javad, Tajbakhsh Fakhrabadi Seyed Mohammad, Memarian Hadi, Komeh Zinatplease

Roles Investigation, Resources, Validation, Visualization, Writing – original draft, Data curation, Formal analysis

Affiliation Department of Rangeland and Watershed Management, Faculty of Natural Resources and Environment, University of Birjand, Birjand, Iran
⨯
Dericks Praise Shukla

Roles Conceptualization, Formal analysis, Investigation, Supervision, Visualization, Writing – review & editing

* E-mail: dericks.shukla@pec.edu.np, dericks@iitmandi.ac.in

Affiliations School of Civil and Environmental Engineering, IIT Mandi, Mandi, India, Department of Civil Engineering, Pokhra Engineering College, Pokhra, Nepal
⨯

Modeling wind erosion susceptibility of Eastern Iran using machine learning

Momeni Damaneh Javad,
Tajbakhsh Fakhrabadi Seyed Mohammad,
Memarian Hadi,
Komeh Zinatplease,
Dericks Praise Shukla

Published: August 6, 2026
https://doi.org/10.1371/journal.pone.0354288

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Erosion
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Dust
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Iran
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Storms
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Machine learning
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Land use
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Machine learning algorithms
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Forecasting
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