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Ologun Sodiq Babatunde

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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A Spatial Cross-Validation Framework for Environmental Machine Learning: Quantifying Geographic Confounding in Global Soil Microplastic Prediction

Number of pages: 40 Posted: 05 Mar 2026
Kerage Dorothy Mokeira, Yao Zhao, Ologun Sodiq Babatunde, Abubakar Aisha Gide, Xuelian Wang, Chengyun Huang and Shuxia Xu
Chengdu University of Technology, Chengdu University of Technology, affiliation not provided to SSRN, Chengdu University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and Chengdu University of Technology
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Abstract:

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Microplastics, Machine Learning, Geographic confounding, SHAP, Soil contamination, Moran's I