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An improved weighted index for the assessment of heavy metal pollution in soils in Zhejiang, China

机译:浙江省土壤重金属污染评估的改进重量指标

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摘要

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.
机译:土壤重金属污染评估是土壤质量和生态风险管理中的重要程序,为此开发了不同的数学模型。然而,这些模型通常未能考虑重金属和污染的位点的特征。在这项研究中,我们分析了浙江省,中国土壤中七种重金属的浓度,并制定了改进的加权指数(IWI)模型来评估污染水平。与传统模型相比,使用统计工具将重量分配给不同的重金属,包括分层集群分析和主成分分析。在89个地点,61.8%被认为没有IWI值<1; 32.58%的人被IWI值从1到2污染,只有2.25%的网站因IWI值严重污染> 3. IWI结果与两种传统的综合指数模型很好,但也可以应用于更广泛的重物金属浓度范围。然后基于IWI模型提出可能的污染源。 IWI克服了传统索引的几个缺点,对评估土壤中重金属污染非常有益。总体而言,这项研究开发了一种新型土壤污染评估和土壤生态风险管理模型,全面评估了浙江省土地污染地位,浙江省浙江省植物饮用地表水源。

著录项

  • 来源
    《Environmental research》 |2021年第1期|110246.1-110246.12|共12页
  • 作者单位

    College of Environmental & Resource Sciences Zhejiang University Hangzhou Zhejiang 310058 China;

    College of Environmental & Resource Sciences Zhejiang University Hangzhou Zhejiang 310058 China;

    Zhejiang Environmental Monitoring Center Hangzhou Zhejiang 310012 China;

    Department of Civil and Environmental Engineering Case Western Reserve University Cleveland OH 44106 United States;

    Department of Civil and Environmental Engineering Case Western Reserve University Cleveland OH 44106 United States;

    Zhejiang Environmental Monitoring Center Hangzhou Zhejiang 310012 China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Heavy metal pollution; Index model; Weighted index; Soil pollution assessment; Multivariate statistical analysis;

    机译:重金属污染;索引模型;加权指数;土壤污染评估;多变量统计分析;

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