Shi Dong-Qi, Lu Xin-Wei
School of Geography and Tourism, Shaanxi Normal University, Xi'an 710119, China.
National Experimental Teaching Demonstration Center of Geography, Shaanxi Normal University, Xi'an 710119, China.
Huan Jing Ke Xue. 2018 Jul 8;39(7):3126-3133. doi: 10.13227/j.hjkx.201711072.
Road dust samples were collected from four different functional areas in Xi'an City, i.e., an educational area, a residential area, a park area, and a traffic area, to study the influence of intensive human activities on local urban environmental quality. The contents of Cu, Pb, Zn, Cr, Co, V, Mn, and Ni in the smaller than 63 μm road dust particles were determined by X-ray fluorescence spectrometry, and the pollution levels of these metals were assessed by a geoaccumulation index and a pollution loading index. The possible sources of heavy metals measured in the dusts were identified by multivariate statistical analysis methods, including correlation analysis, principal component analysis, and cluster analysis, and the contributions of each source to heavy metals in the dusts were apportioned by a principal component analysis-multiple linear regression receptor model. The results showed that the contents of Cu, Pb, Zn, Cr, Co, V, Mn, and Ni in the smaller than 63 μm road dust particles of urban road dust from Xi'an ranged 14.2-96.9, 23.5-206.1, 20.0-899.4, 122.7-262.8, 7.9-14.2, 48.7-71.5, 274.0-448.9, and 22.4-62.5 mg·kg, respectively, with averages of 46.6, 97.4, 169.2, 177.5, 9.8, 57.1, 337.6, and 29.3 mg·kg. Compared to the element background values of Shaanxi soil, the finer particles of road dust from Xi'an had elevated contents of Cu, Pb, Zn, and Cr. The finer particles of road dust from Xi'an were unpolluted by Co, V, Mn, and Ni; unpolluted to moderately polluted by Cr, Cu, and Zn; and moderately polluted by Pb. The assessment results of comprehensive pollution indicated that the pollution levels of the heavy metals in the dusts were mainly unpolluted to moderately polluted. The multivariate statistical analysis results displayed that Cr, Cu, Pb, and Zn had significant positive correlation. These metals belong to a principal component and a cluster, whereas Mn, Ni, V, and Co belong to another principal component and cluster and have significant positive correlation. Considering the content characteristics of heavy metals in the dusts, these results illustrated that two kinds of sources for the heavy metals studied existed for the finer particles of road dust from Xi'an, i.e., Cu, Pb, Zn, and Cr mainly originated from traffic sources, whereas V, Co, Mn, and Ni were mainly from natural sources. The contributions of traffic sources and natural sources to the heavy metals in the finer particles of the road dust from Xi'an were respectively 56.7% and 43.3%.
采集了西安市四个不同功能区(即教育区、居民区、公园区和交通区)的道路灰尘样本,以研究密集人类活动对当地城市环境质量的影响。采用X射线荧光光谱法测定了小于63μm道路灰尘颗粒中Cu、Pb、Zn、Cr、Co、V、Mn和Ni的含量,并通过地累积指数和污染负荷指数评估了这些金属的污染水平。运用多元统计分析方法(包括相关性分析、主成分分析和聚类分析)确定了灰尘中重金属的可能来源,并通过主成分分析-多元线性回归受体模型分配了各来源对灰尘中重金属的贡献率。结果表明,西安市城市道路灰尘中小于63μm道路灰尘颗粒中Cu、Pb、Zn、Cr、Co、V、Mn和Ni的含量分别为14.2 - 96.9、23.5 - 206.1、20.0 - 899.4、122.7 - 262.8、7.9 - 14.2、48.7 - 71.5、274.0 - 448.9和22.4 - 62.5mg·kg,平均值分别为46.6、97.4、169.2、177.5、9.8、57.1、337.6和29.3mg·kg。与陕西土壤元素背景值相比,西安道路灰尘细颗粒中Cu、Pb、Zn和Cr的含量有所升高。西安道路灰尘细颗粒中Co、V、Mn和Ni未受污染;Cr、Cu和Zn未受污染至中度污染;Pb为中度污染。综合污染评估结果表明,灰尘中重金属污染水平主要为未受污染至中度污染。多元统计分析结果显示,Cr、Cu、Pb和Zn具有显著正相关。这些金属属于一个主成分和一个聚类,而Mn、Ni、V和Co属于另一个主成分和聚类且具有显著正相关。结合灰尘中重金属含量特征,结果表明西安道路灰尘细颗粒中所研究的重金属存在两种来源,即Cu、Pb、Zn和Cr主要来源于交通源,而V、Co、Mn和Ni主要来源于自然源。交通源和自然源对西安道路灰尘细颗粒中重金属的贡献率分别为56.7%和43.3%。