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车辆排放源对不同粒径道路尘中多环芳烃的贡献:基于 PCA-MLR、PMF 和 Unmix 受体模型的源解析。

Vehicular contribution of PAHs in size dependent road dust: A source apportionment by PCA-MLR, PMF, and Unmix receptor models.

机构信息

Institute of Groundwater and Earth Sciences, Jinan University, 510632 Guangzhou, China.

Institute of Urban Water Management, Technische Universität Dresden, 01062 Dresden, Germany.

出版信息

Sci Total Environ. 2019 Feb 1;649:1314-1322. doi: 10.1016/j.scitotenv.2018.08.410. Epub 2018 Aug 30.

Abstract

This study focuses on the source apportionments of polycyclic aromatic hydrocarbons (PAHs) in road dust (RD) with four size fractions through three receptor models of principal component analysis with multiple linear regression (PCA-MLR), positive matrix factorization (PMF) and Unmix. The concentrations of total PAHs range from 0.45 to 2.03μgg. Results show that the concentrations of PAHs increased with a decreasing size fraction. Similar potential sources to PAHs in RD were extracted by three models with a little difference in numbers and percent load contributions of each identified sources. The overall proportion of the identified sources were ranked as vehicular emission>coke oven>surface pavement>others in each size fractions. In terms of risk assessment, the mean values of incremental lifetime cancer risk (ILCR) of the total cancer risk of PAHs in RD were lower than the baseline value of an acceptable risk. However, PAHs in smaller size fraction prone to have a higher adverse effect on children via ingestion. Furthermore, the ecological risk assessment of hazard quotients and mean hazard quotients indicated that PAHs in RD had a 9% probability of being toxic to the benthic organisms and aquatic environment.

摘要

本研究通过主成分分析与多元线性回归(PCA-MLR)、正定矩阵因子分析(PMF)和 Unmix 这三种受体模型,聚焦于道路灰尘(RD)中四个不同粒径范围的多环芳烃(PAHs)的源解析。总多环芳烃浓度范围为 0.45 至 2.03μg/g。结果表明,随着粒径的减小,PAHs 浓度逐渐增加。三种模型提取的 RD 中 PAHs 的相似潜在来源在数量和每个已识别来源的负荷贡献百分比上略有差异。各粒径范围内,识别出的污染源的总体比例依次为机动车排放>焦炉>路面>其他。就风险评估而言,RD 中多环芳烃的总致癌风险的增量终生致癌风险(ILCR)平均值低于可接受风险的基准值。然而,较小粒径范围内的 PAHs 更易通过摄食对儿童产生更高的不良影响。此外,危害系数和平均危害系数的生态风险评估表明,RD 中的 PAHs 有 9%的概率对底栖生物和水生环境有毒。

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