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Article

Quantitative Effects of Anthropogenic and Natural Factors on Heavy Metals Pollution and Spatial Distribution in Surface Drinking Water Sources in the Upper Huaihe River Basin in China

College of Resource and Environment, Henan Polytechnic University, Jiaozuo 454003, China
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Author to whom correspondence should be addressed.
Toxics 2024, 12(7), 517; https://doi.org/10.3390/toxics12070517
Submission received: 1 July 2024 / Revised: 15 July 2024 / Accepted: 17 July 2024 / Published: 18 July 2024
(This article belongs to the Section Metals and Radioactive Substances)

Abstract

The water quality of sources in the Huaihe River Basin significantly affects the lives and health of approximately 16.7% of China’s population. Identifying and quantifying pollution sources and risks is essential for effective water resource management. This study utilized Monte Carlo simulations and Geodetector to assess water quality and eutrophication, as well as to evaluate the sources of heavy metals and the associated health risks for both adults and children. The results showed that eutrophication of water sources in Huaihe River was severe, with an overall EI value of 37.92; 67.8% of the water sources were classified as mesotrophic and 32.2% classified as eutrophic. Water quality and eutrophication levels in the southern mountainous regions were better than those in the densely populated northern areas. Adults were found to have a higher carcinogenic risk than children, whereas children faced a higher noncarcinogenic risk than adults. Cr presented the highest carcinogenic risk, affecting more than 99.8% of both adults and children at levels above 1 × 10−6 but not exceeding 1 × 10−4. The noncarcinogenic risk from metals did not surpass a level of 1, except for Pb. As was primarily influenced by agricultural activities and transportation, whereas Cd, Cr, and Pb were mainly affected by industrial activities, particularly in local textile industries such as knitting and clothing manufacturing. The analysis demonstrated that the influence of anthropogenic factors on heavy metal distribution was significantly enhanced by indirect natural factors. For example, the explanatory power of Precipitation and Road Network Density on As was 0.362 and 0.189, respectively, whereas their interaction had an explanatory power as high as 0.673. This study indicates that the geodetector method is effective in elucidating the factors influencing heavy metal distribution in water, thereby providing valuable insights into pollution sources in global drinking water.
Keywords: drinking water source area; Huaihe River Basin; heavy metals; geodetector drinking water source area; Huaihe River Basin; heavy metals; geodetector

Share and Cite

MDPI and ACS Style

Liu, T.; Wang, M.; Zhang, C.; Yang, S.; Zhang, F.; Jia, L.; Ma, W.; Sui, S.; Liu, Q.; Wang, M. Quantitative Effects of Anthropogenic and Natural Factors on Heavy Metals Pollution and Spatial Distribution in Surface Drinking Water Sources in the Upper Huaihe River Basin in China. Toxics 2024, 12, 517. https://doi.org/10.3390/toxics12070517

AMA Style

Liu T, Wang M, Zhang C, Yang S, Zhang F, Jia L, Ma W, Sui S, Liu Q, Wang M. Quantitative Effects of Anthropogenic and Natural Factors on Heavy Metals Pollution and Spatial Distribution in Surface Drinking Water Sources in the Upper Huaihe River Basin in China. Toxics. 2024; 12(7):517. https://doi.org/10.3390/toxics12070517

Chicago/Turabian Style

Liu, Tong, Mingya Wang, Chunhui Zhang, Shili Yang, Fan Zhang, Luhao Jia, Wanqi Ma, Shaobo Sui, Qingwei Liu, and Mingshi Wang. 2024. "Quantitative Effects of Anthropogenic and Natural Factors on Heavy Metals Pollution and Spatial Distribution in Surface Drinking Water Sources in the Upper Huaihe River Basin in China" Toxics 12, no. 7: 517. https://doi.org/10.3390/toxics12070517

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