College of Environmental & Resource Sciences, Zhejiang University, Hangzhou, Zhejiang, 310058, China.
College of Environmental & Resource Sciences, Zhejiang University, Hangzhou, Zhejiang, 310058, China.
Environ Res. 2021 Jan;192:110246. doi: 10.1016/j.envres.2020.110246. Epub 2020 Sep 30.
Soil heavy metal pollution assessment is an important procedure in soil quality and ecological risk management, for which different mathematical models have been developed. However, these models have often failed to consider the characteristics of both heavy metals and the polluted sites. In this study, we analyzed the concentrations of seven heavy metals in soils in Zhejiang Province, China, and developed an improved weighted index (IWI) model to evaluate pollution levels. In contrast to traditional models, weights were assigned to different heavy metals using statistical tools, including hierarchical cluster analysis and principal component analysis. Of the 89 sites, 61.8% were considered unpolluted with IWI values < 1; 32.58% were slighted polluted with IWI values from 1 to 2, and only 2.25% of the sites were seriously polluted with IWI values > 3. The IWI results agree well with two traditional integrated index models, but can be also applied to much wider heavy metal concentration ranges. Possible pollution sources were then proposed based on the IWI model. The IWI overcame several shortcomings of the traditional indices and could be very beneficial for assessing heavy metal pollution in soil. Overall, this study developed a new model for soil pollution assessment and soil ecological risk management and comprehensively evaluated the current pollution status of soil surrounding potable surface water sources in Zhejiang Province, China.
土壤重金属污染评估是土壤质量和生态风险管理的重要程序,为此已经开发了不同的数学模型。然而,这些模型往往没有考虑重金属和污染地点的特性。在本研究中,我们分析了中国浙江省土壤中七种重金属的浓度,并开发了一种改进的加权指数(IWI)模型来评估污染水平。与传统模型相比,使用统计工具(包括层次聚类分析和主成分分析)为不同的重金属分配了权重。在所分析的 89 个地点中,有 61.8%的地点被认为是无污染的,IWI 值<1;32.58%的地点是轻度污染的,IWI 值在 1 到 2 之间,只有 2.25%的地点是严重污染的,IWI 值>3。IWI 结果与两种传统综合指数模型吻合较好,但也可应用于更广泛的重金属浓度范围。然后根据 IWI 模型提出了可能的污染源。IWI 克服了传统指数的几个缺点,对于评估土壤重金属污染非常有益。总的来说,本研究开发了一种新的土壤污染评估和土壤生态风险管理模型,并全面评估了中国浙江省饮用水源周围土壤的当前污染状况。