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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chang-Lin Zhan

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Sep 2026

Integrated PMF-XGBoost analysis of heavy metal source contributions and associated predictor patterns in a polymetallic mining region.

Heavy metal (HM) contamination in mining-impacted soils poses persistent ecological and human health risks, yet the relationships between source contributions and associated environmental variables remain poorly understood. To address the limitations of previous studies, we used an integrated Positive Matrix Factorizat...

Yan-Ni Li, Shan Liu, Shi-Ci Zhang et al. · 0 citations

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