| 注册
首页|期刊导航|城市地质|基于多元统计分析的表层土壤重金属污染来源识别研究

基于多元统计分析的表层土壤重金属污染来源识别研究

胡昱欣 宋炜 周瑞静

城市地质2024,Vol.19Issue(2):158-166,9.
城市地质2024,Vol.19Issue(2):158-166,9.DOI:10.3969/j.issn.2097-3764.2024.02.003

基于多元统计分析的表层土壤重金属污染来源识别研究

Source identification of heavy metal pollution in topsoil based on multivariate statistical analysis

胡昱欣 1宋炜 1周瑞静1

作者信息

  • 1. 北京市工程地质研究所,北京 100048
  • 折叠

摘要

Abstract

This research collected 57 soil samples around 10 key enterprises in Haidian District to evaluate the pollution and accu-mulation of topsoil based on the methods of single factor pollution index,Nemero comprehensive pollution index and geo-accumulation index.The factor analysis method and cluster analysis have been used to identify and analyze the sources of heavy metals in the soil.The results show that the soil environmental quality is safe without heavy metal pollution.According to geo-accumulation evaluation results,the heavy metals all accumulate to different degrees except Pb and Ni.Besides,the elements of Zn,Cu,Pb,Ni,Hg and As in the soil are all significantly correlated.The load of Pb,Cu,As,Ni and Zn on F1 is higher than 0.5 with a contribution rate of 42.207%.Hg and Cd have higher loads on F2,and Cr has higher loads on F3.Since heavy metals with strong correlation may have homology,it is speculated that F1 is mainly caused by the comprehensive action of natural and man-made sources,including transportation,industrial production and atmospheric deposition.F2 is mainly a man-made source,which is speculated to be closely related to metal processing industry.F3 is mainly the parent material of the soil.The comprehen-sive accumulative degree of the key enterprises is shown as HF>SW>RS>GYGN>ZSH,which is consistent with the afore-mentioned accumulative evaluation results.It can be seen that the above assessment methods are reliable in analyzing the accumu-lation and source of heavy metals in soil.

关键词

重点企业/重金属累积/因子分析法/源解析

Key words

key enterprises/accumulation of heavy metals/factor analysis/source analysis

引用本文复制引用

胡昱欣,宋炜,周瑞静..基于多元统计分析的表层土壤重金属污染来源识别研究[J].城市地质,2024,19(2):158-166,9.

城市地质

1007-1903

访问量0
|
下载量0
段落导航相关论文