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Environmental quality and sources of heavy metals in the topsoil based on multivariate statistical analyses: a case study in Laiwu City, Shandong Province, China

机译:基于多元统计分析的表土环境质量和重质金属来源 - 以山东莱芜市为例

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摘要

To provide a basis for soil environmental risk pre-warning, management and pollution remediation, 560 topsoil samples (0-20 cm) were collected from farmland soil in Laiwu. The environmental quality of heavy metals in soil was evaluated with Nemerow pollution index, and the sources and spatial distribution features of heavy metals (As, Cd, Cr, Cu, Hg, Ni, Pb and Zn) were investigated with the multivariate statistical analysis method. The results showed that the average amounts of As were 8.80 +/- A 4.05 mg kg(-1), Cd 0.15 +/- A 0.09 mg kg(-1), Cr 74.21 +/- A 44.82 mg kg(-1), Cu 27.92 +/- A 11.44 mg kg(-1), Hg 0.05 +/- A 0.20 mg kg(-1), Ni 36.10 +/- A 24.92 mg kg(-1), Pb 28.81 +/- A 18.90 mg kg(-1) and Zn 74.54 +/- A 41.69 mg kg(-1), respectively. These eight heavy metals do not exceed the national secondary standard value except for As, but the average amounts of the other seven kinds of heavy metals were higher than the soil natural geological background of Shandong Province. Eight kinds of heavy metals could be divided into three principle components: PC1 (Cd, Pb and Zn) was mainly influenced by agriculture and industry as well as transportation; PC2 (Cr and Ni) was natural element; and PC3 (As and Hg) was relevant to the exploitation of mine, the coal combustion and irrigation with polluted water. Cu was considered to be affected by nature and human activity and had a relatively bigger loading. The major soil of researched area was better than Class III of Nemerow multifactor index which has high environmental quality, and virtually no soil studied exceeded the Class III of Nemerow multifactor index.
机译:为提供土壤环境风险的基础预警,从莱芜的农田土壤收集了管理和污染补救措施,560个表土样品(0-20厘米)。用Nemerow污染指数评估土壤中重金属的环境质量,并研究了重金属的来源和空间分布特征(如CD,Cr,Cu,Hg,Ni,Pb和Zn),用多元统计分析方法研究。结果表明,平均量的8.80 +/- a 4.05mg kg(-1),Cd 0.15 +/- 0.09mg kg(-1),Cr 74.21 +/- a 44.82 mg kg(-1) ,Cu 27.92 +/- a 11.44 mg kg(-1),hg 0.05 +/- a 0.20 mg kg(-1),ni 36.10 +/- a 24.92 mg kg(-1),pb 28.81 +/- a 18.90分别为Mg kg(-1)和Zn 74.54 +/- 41.69mg kg(-1)。这8个重金属不超过国家二级标准值,但除此之外,其他七种重金属的平均数量高于山东省土自然地质背景。八种重金属可分为三个原则组分:PC1(CD,PB和Zn)主要受农业和工业的影响以及运输; PC2(Cr和Ni)是天然元素;和PC3(AS和HG)与矿井,煤燃烧和污染灌溉的开采相关。 Cu被认为受到自然和人类活动的影响,并且载入相对较大。研究区域的主要土壤优于Nemerow多因素指数III级,具有高环境质量,几乎没有研究土壤超过Nemerow多因素指数III级。

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