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Heavy metal pollution in the Jiaodong peninsula: Spatial patterns, elemental mobility, and source-derived ecological

Yang Liu1, Xiaoyuan Gu2, Jianwei Sun2

  • 1Qingdao Institute of Marine Geology, China Geological Survey, Qingdao, 266237, China; Laboratory for Marine Geology, Qingdao Marine Science and Technology Center, Qingdao, 266237, China; Chinese Academy of Geological Sciences, 100037, Beijing, China.

Marine Pollution Bulletin
|November 6, 2025
PubMed
Abstract

Keywords:
Ecological risk quantificationHeavy metalMachine learningSourceTransportation

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