Publications by authors named "Xingnian Ren"

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Integration of PMF and explainable machine learning for source apportionment and ecological risk of microplastics in urban greenspaces.
Jianhao Song, Xingnian Ren, Jinjiang Duan, Kailei Li, Xiangbin Gao

J Hazard Mater· November 2025

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Tracking the seasonal dynamic response of water quality and phytoplankton communities: a case study of the Yaoshi River in the Sichuan Basin, China.
Xingnian Ren, Han Zhang, Junliang Zou, Xiaogang Tian, Jia Pu

Environ Monit Assess· July 2025

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Deep optimization of water quality index and positive matrix factorization models for water quality evaluation and pollution source apportionment using a random forest model.
Han Zhang, Xingnian Ren, Sikai Chen, Guoqiang Xie, Yuansi Hu

Environ Pollut· April 2024

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Water quality assessment and pollution source apportionment using multivariate statistical and PMF receptor modeling techniques in a sub-watershed of the upper Yangtze River, Southwest China.
Xingnian Ren, Cheng Yang, Bin Zhao, Jie Xiao, Dongdong Gao

Environ Geochem Health· September 2023

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New insights into pollution source analysis using receptor models in the upper Yangtze river basin: Effects of land use on source identification and apportionment.
Xingnian Ren, Han Zhang, Guoqiang Xie, Yuansi Hu, Xiaogang Tian

Chemosphere· September 2023

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Water quality assessment and pollution source apportionment using multivariate statistical techniques: a case study of the Laixi River Basin, China.
Jie Xiao, Dongdong Gao, Han Zhang, Hongle Shi, Qiang Chen, Xingnian Ren

Environ Monit Assess· January 2023

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