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多地质统计学分析巴基斯坦城市儿童公园土壤中潜在有毒元素的空间分布和来源:一项风险评估研究。

Multi-geostatistical analyses of the spatial distribution and source apportionment of potentially toxic elements in urban children's park soils in Pakistan: A risk assessment study.

机构信息

Department of Biological, Geological and Environmental Sciences, Alma Mater Studiorum University of Bologna, 40126, Bologna, Italy.

Department of Environmental Sciences, Kohat University of Science and Technology, Kohat, 26000, Pakistan.

出版信息

Environ Pollut. 2022 Oct 15;311:119961. doi: 10.1016/j.envpol.2022.119961. Epub 2022 Aug 14.

DOI:10.1016/j.envpol.2022.119961
PMID:35977638
Abstract

In the past few decades, contamination of urban children's parks (UCPs) with potentially toxic elements (PTEs) has been attracting more and more interest; however, assessment of eco-environmental and child exposure risks particularly in developing countries remains limited. The current study investigated PTE (Cr, Ni, Zn, As, Cd, and Pb) concentrations, potential sources, and their health risk assessment in UCP soils of 12 major cities in Pakistan. The results showed that the mean concentration of Ni exceeded the SEPA-permissible limit in all UCP sites, while other PTEs were found to be within acceptable limits. The soil properties such as pH, electrical conductivity, organic matter, and soil particles size were determined in UCPs soils. The contamination factor and pollution load index results indicated low to moderate pollution levels (CF < 3) and (PLI<1) for all PTEs except Ni in some of the selected cities. Quantile-quantile (Q-Q) plotting determined the normal distribution line for all PTEs in the UCPs. Principal component analysis showed the mixed sources of contamination from industrial emissions, fossil fuel combustion, vehicular emissions, wastewater irrigation, as well as solid waste disposal and natural sources of soil parent materials in all park sites. ANOVA results showed that all the PTEs except Cd had moderate to higher contamination values than the reference site. The risk assessment study revealed that children had high exposure to the selected PTEs via all exposure pathways. The hazard index (HI) mean value (1.82E+00) of Ni for all exposure pathways was greater than 1, while total risk value of Cr (1.00E-03) had exceeded USEPA limit, indicating cancer risk. Consequently, the study of UCPs soils revealed PTEs contamination that could pose a potential health risk to the local population in the studied UCPs regions of Pakistan. Thus, the present study recommends that the influx of PTEs originating from natural and anthropogenic sources should be mitigated and government should implement strict enforcement of environmental regulations and proper management, as well as air quality monitoring guidelines for public health should be strictly adopted to reduce traffic- and industrial emission-related to PTEs in metropolitan areas.

摘要

在过去的几十年中,城市儿童公园(UCP)中潜在有毒元素(PTE)的污染问题引起了越来越多的关注;然而,特别是在发展中国家,对生态环境和儿童暴露风险的评估仍然有限。本研究调查了巴基斯坦 12 个主要城市 UCP 土壤中 PTE(Cr、Ni、Zn、As、Cd 和 Pb)的浓度、潜在来源及其健康风险评估。结果表明,所有 UCP 地点的 Ni 平均值均超过 SEPA 允许限值,而其他 PTE 则在可接受范围内。土壤性质如 pH 值、电导率、有机质和土壤颗粒大小在 UCP 土壤中进行了测定。污染因子和污染负荷指数结果表明,除了一些选定城市的 Ni 外,所有 PTE 的污染水平均为低至中度(CF<3)和(PLI<1)。所有 PTE 的分位数-分位数(Q-Q)绘图确定了 UCP 中所有 PTE 的正态分布线。主成分分析显示,所有公园地点的污染均来自工业排放、化石燃料燃烧、车辆排放、废水灌溉以及固体废物处理和土壤母质的自然来源的混合来源。方差分析结果表明,除 Cd 外,所有 PTE 的污染值均高于参考地点。风险评估研究表明,儿童通过所有暴露途径接触到所选 PTE 的风险很高。所有暴露途径的 Ni 危害指数(HI)平均值(1.82E+00)大于 1,而 Cr 的总风险值(1.00E-03)已超过 USEPA 限值,表明存在癌症风险。因此,对 UCP 土壤的研究表明,PTE 污染可能对巴基斯坦研究 UCP 地区的当地居民构成潜在健康风险。因此,本研究建议应减轻源自自然和人为来源的 PTE 流入,并应执行严格的环境法规和适当的管理,以及应严格采用空气质量监测指南来保护公共健康,以减少大都市地区与 PTE 相关的交通和工业排放。

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