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Zhiyuan Pan

Qingdao University of Technology

Qingdao, 266033

China

  • Qingdao University of Technology

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Scholarly Papers (1)

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Predicting heavy metal impacts on soil ammonia oxidation during sludge land application: An interpretable framework integrating mechanistic models and machine learning

Number of pages: 41 Posted: 10 Jan 2026
Jianju Li, Xinran Du, Zhiyuan Pan, Lin Si, Huawei Wang, Weihua Li, Rongxing Bian, Yingjie Sun and Liangliang WEI
Harbin Institute of Technology, Qingdao University of Technology, Qingdao University of Technology, Qingdao University of Technology, Qingdao University of Technology, Qingdao University of Technology, Qingdao University of Technology, Qingdao University of Technology and Harbin Institute of Technology
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Abstract:

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Mechanistic modeling, machine learning, Soil ammonia oxidation, Heavy metals, Sludge land application