Faculty of Agriculture and Natural Resource, Ardakan University, Ardakan, Iran.
Department of Geology, Kansas State University, Manhattan, Kansas, United States of America.
PLoS One. 2021 Nov 29;16(11):e0260418. doi: 10.1371/journal.pone.0260418. eCollection 2021.
Urban soil pollution with heavy metals is one of the environmental problems in recent years, especially in industrial cities. The aim of this study is to evaluate the role of geogenic and anthropogenic sources in the urban soil pollution in Yazd, Iran. For this purpose, 30 top-soil (0-10 cm) samples from Yazd within an area of 136.37 Km2 and population of nearly 656 thousand are collected, and the concentration of heavy elements is measured. To evaluate factors affecting the concentration of heavy elements in urban soils and determine their possible sources, Multivariate statistical analysis, including correlation coefficient, principal components analysis (PCA) and cluster analysis (CA) are performed. Enrichment Factor (EF), Geo-accumulation index (Igeo), and Modified potential ecological Risk Index (MRI) are used to assess the level and extension of contamination. Results of this study suggest that As, Cd, Pb and Zn are affected by anthropogenic source, while the concentrations of Fe, Mn, Ni, Cr, Co, Cu and Cs have come from mostly natural geologic sources. As, Cd and Pb are considerably enriched in the area, provided moderately enriched for the elements Mn, Zn and Cu. However, the other heavy elements show minimal enrichment. Igeo reveal that Co, Cr, Cs, Cu, Fe, Mn, Zn and Ni with negative values are unpolluted, Pb posed unpolluted to moderately polluted, and As and Cd represent high polluted. Based on the results of the ecological risk factor, the heavy metals of Mn, Ni, Cr, Zn and Cu have a low ecological risk level. More specifically, we find that Pb shows a moderated ecological risk in 39% of the urban soil in the studied area. As and Cd with respectively 100 and 72% contribution have considerable and very high ecological risk. According to the results of MRI, the area is in a very high ecological risk level, and appropriate management practice is essential to reduce the pollution of heavy elements in this area.
城市土壤重金属污染是近年来出现的环境问题之一,尤其是在工业城市。本研究旨在评估伊朗亚兹德市人为和自然源在城市土壤污染中的作用。为此,在面积为 136.37 平方公里、人口约 65.6 万的亚兹德市采集了 30 个表层土壤(0-10cm)样本,并测量了重金属元素的浓度。为了评估影响城市土壤中重金属元素浓度的因素,并确定其可能的来源,进行了多元统计分析,包括相关系数、主成分分析(PCA)和聚类分析(CA)。富集因子(EF)、地质累积指数(Igeo)和修正潜在生态风险指数(MRI)用于评估污染程度和范围。研究结果表明,As、Cd、Pb 和 Zn 受人为源影响,而 Fe、Mn、Ni、Cr、Co、Cu 和 Cs 的浓度主要来自天然地质源。该地区 As、Cd 和 Pb 含量明显富集,Mn、Zn 和 Cu 元素中度富集。然而,其他重金属元素显示出最小的富集。Igeo 表明 Co、Cr、Cs、Cu、Fe、Mn、Zn 和 Ni 的值为负,表明无污染,Pb 表示无污染至中度污染,As 和 Cd 表示高度污染。根据生态风险因子的结果,Mn、Ni、Cr、Zn 和 Cu 的重金属具有低生态风险水平。具体来说,我们发现 Pb 在研究区域 39%的城市土壤中表现出中度生态风险。As 和 Cd 分别以 100%和 72%的贡献率具有相当大的和极高的生态风险。根据 MRI 的结果,该地区处于极高的生态风险水平,必须采取适当的管理措施来减少该地区重金属的污染。