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

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Kerage Dorothy Mokeira, Yao Zhao, Ologun Sodiq Babatunde, Abubakar Aisha Gide, Xuelian Wang, Chengyun Huang, Shuxia Xu
DOI: 10.2139/ssrn.6351275
Cited by: 0
References: 24

Fields of Study & Subjects

Microplastics and Plastic Pollution Spatial and Panel Data Analysis Soil Geostatistics and Mapping

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Language
EN
Document type
Preprint