School of Public Administration, China University of Geosciences, Wuhan 430074, China.
School of Public Administration, China University of Geosciences, Wuhan 430074, China; Key Laboratory for Rule of Law Research, Ministry of Natural Resources, Wuhan 430074, China.
Ecotoxicol Environ Saf. 2023 Mar 1;252:114610. doi: 10.1016/j.ecoenv.2023.114610. Epub 2023 Feb 8.
Heavy metals in soils can migrate into the food chain and affect human health. In particular, they can be released into water supplies through interactions between soils and water. It is therefore important to study the concentrations of heavy metals in soils surrounding sources of drinking water, but there is a lack of research in this area. A total of 7656 topsoil samples surrounding the core water source of Danjiangkou Reservoir in China were collected and analyzed for As, Hg and Pb. Moran's I index and semivariograms were used to analyze the spatial correlation and variation of these heavy metals. The potential ecological risk index was used to evaluate heavy metal pollution. Fifteen natural and human factors were selected to explore the sources of heavy metal pollution using the GeoDetector model. The positive matrix factorization (PMF) model verified the reasonableness of the main factors identified by the GeoDetector model and further quantified two main sources of soil heavy metals. As, Hg and Pb were enriched to varying degrees in the soils. The potential ecological risk of Hg in soils was the most serious, with 24.67% of the area at high or very high risk. As and Pb both had a low potential ecological risk. The results of GeoDetector model and PMF model showed that the contributions of factor 1 (fertilizer application and automobile exhaust emissions) and factor 2(industrial waste) of soil heavy metal pollution were 49.8% and 50.2%, respectively. At last, the zoning control strategies were proposed in order to provide scientific reference for the management of soil heavy metal pollution.
土壤中的重金属会迁移到食物链中,影响人类健康。特别是,它们可以通过土壤与水之间的相互作用释放到供水系统中。因此,研究饮用水源周围土壤中重金属的浓度非常重要,但这方面的研究还很缺乏。共采集并分析了中国丹江口水库核心水源周围 7656 个表层土壤样本中的砷(As)、汞(Hg)和铅(Pb)。采用 Moran's I 指数和半方差图分析了这些重金属的空间相关性和变化。利用潜在生态风险指数评价重金属污染。选取 15 个自然和人为因素,利用 GeoDetector 模型探讨重金属污染的来源。正定矩阵因子分解(PMF)模型验证了 GeoDetector 模型确定的主要因素的合理性,并进一步量化了土壤重金属的两个主要来源。土壤中 As、Hg 和 Pb 均有不同程度的富集。Hg 的土壤潜在生态风险最严重,有 24.67%的区域处于高或极高风险。As 和 Pb 的土壤潜在生态风险均较低。GeoDetector 模型和 PMF 模型的结果表明,土壤重金属污染的第 1 因子(化肥施用和汽车尾气排放)和第 2 因子(工业废物)的贡献率分别为 49.8%和 50.2%。最后,提出了分区控制策略,为土壤重金属污染的管理提供了科学参考。