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Abubakar Aisha Gide

Chengdu University of Technology

Sichuan Province Chengdu City

Huayang Youjian Lao Qu Zhengxi Street No.162

Chengdu 610059, 610213

China

  • Chengdu University of Technology

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Scholarly Papers (1)

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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