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Integrating non-target analysis and machine learning: a framework for contaminant source identification.

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Title: Integrating non-target analysis and machine learning: a framework for contaminant source identification.
Authors: Liu, Peng1 (AUTHOR), Pan, Ding1 (AUTHOR), Jiao, Xin-Yi1 (AUTHOR), Liu, Ji-Ning1,2 (AUTHOR), Du, Peng-Hui3 (AUTHOR), Li, Peng-Cheng1 (AUTHOR), Xue, Meng-Zhu1 (AUTHOR), Jin, Yan-Chao4 (AUTHOR), Wang, Cai-Shan1 (AUTHOR), Wang, Xue-Rong1 (AUTHOR), Ding, Ying-Zhi1 (AUTHOR), Zhu, Guang-Ning1 (AUTHOR), Yang, Jing-Hao1 (AUTHOR), Wu, Wen-Ze1 (AUTHOR), Liang, Lu-Feng1 (AUTHOR), Liu, Xin-Hui1,2 (AUTHOR) xhliu@bnu.edu.cn, Li, Li-Ping1,2 (AUTHOR) lliay@connect.ust.hk
Source: NPJ Clean Water. 8/18/2025, Vol. 8 Issue 1, p1-19. 19p.
Database: Environment Complete
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ISSN:20597037
DOI:10.1038/s41545-025-00504-z