Distribution and source identification of polycyclic aromatic hydrocarbons (PAHs) with PCA-MLR and PMF methods in the topsoil of Chengdu at SW, China

被引:16
|
作者
Zhou, Sizhuo [1 ]
Wang, Xinyu [1 ,2 ,5 ]
Yang, Ye [1 ]
Wang, Ruilin [3 ]
Liao, Jianghai [1 ]
Zhang, Pu [4 ]
Liu, Lei [1 ]
Zhao, Yongcai [1 ]
Deng, Yintian [1 ]
机构
[1] Chengdu Univ Technol, Dept Geochem & Appl Nucl Technol, Geosci Key Lab Sichuan Prov, Chengdu 610059, Peoples R China
[2] Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Peoples R China
[3] Chengdu Univ Technol, Dept Appl Chem, Chengdu 610059, Peoples R China
[4] Chengdu Univ Technol, Coll Earth Sci, Int Ctr Planetary Sci, Chengdu 610059, Peoples R China
[5] Chengdu Univ Technol, Dept Geochem, Chengdu 610059, Peoples R China
基金
中国国家自然科学基金;
关键词
PAHs; Topsoil; Source identification; Health risk assessment; HEALTH-RISK ASSESSMENT; URBAN STREET DUST; SOURCE APPORTIONMENT; SPATIAL-DISTRIBUTION; AGRICULTURAL SOILS; EMISSION FACTORS; INDUSTRIAL-CITY; SURFACE SOILS; RIVER-BASIN; METROPOLIS;
D O I
10.1016/j.scitotenv.2023.168263
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In spite of extensive studies on the features of polycyclic aromatic hydrocarbons (PAHs) as typical persistent organic pollutants (POPs) in cities, lack of understanding on the distribution and source characteristics of PAHs in big city with basin climate that can easily accelerate the pollution. Therefore, we sampled and analyzed PAHs from forty-five topsoil samples evenly distributed in Chengdu and the data shows that: (1) concentrations of n-ary sumation 16PAHs in the study area ranged from 88.56 to 4448.34 ng/g, with a mean value of 739.07 ng/g, which is a lower level compared to similar cities, the distribution and proportion of LMW-PAHs show that the migration of pollution is blocked by the topography of the basin; (2) principal component analysis-multiple linear regression (PCA-MLR) and positive matrix factorization (PMF) indicated that combustion of fossil fuels and biomass is the most important source of PAHs in Chengdu; (3) the toxic equivalency factors of benzo[a]pyrene indicated a low risk of n-ary sumation 16PAHs in all areas in Chengdu; (4) the inherited lifetime carcinogenic risk (ILCR) showed a relatively low level of potential risk in the region, while female inhabitants in several regions seem to suffer from higher health risks. Overall, our case study of PAHs in the topsoil at Chengdu city at SW China indicates that the PCA-MLR analysis is useful to identify the source of PAHs in the urban region with complicated pollution source.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Distribution and source identification of polycyclic aromatic hydrocarbons (PAHs) with PCA-MLR and PMF methods in the topsoil of Chengdu at SW, China
    Zhou, Sizhuo
    Wang, Xinyu
    Yang, Ye
    Wang, Ruilin
    Liao, Jianghai
    Zhang, Pu
    Liu, Lei
    Zhao, Yongcai
    Deng, Yintian
    Science of the Total Environment, 2024, 908
  • [2] Differential analysis of FA-NNC, PCA-MLR, and PMF methods applied in source apportionment of PAHs in street dust
    Feng, Jiashen
    Song, Ningning
    Yu, Yanxin
    Li, Yingxia
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2020, 192 (11)
  • [3] Differential analysis of FA-NNC, PCA-MLR, and PMF methods applied in source apportionment of PAHs in street dust
    Jiashen Feng
    Ningning Song
    Yanxin Yu
    Yingxia Li
    Environmental Monitoring and Assessment, 2020, 192
  • [4] Gas-particulate distribution of polycyclic aromatic hydrocarbons (PAHs) in Chengdu, China
    Yang, Ju
    Xu, Wenlai
    Tang, Min
    Jian, Yue
    Wang, Jing
    BULGARIAN CHEMICAL COMMUNICATIONS, 2016, 48 : 269 - 273
  • [5] Geographical impact on the distribution of polycyclic aromatic hydrocarbons (PAHs) in hilly terrain topsoil: A case study at Chongqing, SW, China
    Liao, Jianghai
    Wang, Xinyu
    Wang, Hangjia
    Hou, Mingcai
    Zhou, Sizhuo
    Shi, Zeming
    Zhan, Yuxiang
    Ni, Shijun
    Wang, Ruilin
    JOURNAL OF HAZARDOUS MATERIALS, 2025, 487
  • [6] Vehicular contribution of PAHs in size dependent road dust: A source apportionment by PCA-MLR, PMF, and Unmix receptor models
    Zhang, Jin
    Li, Ruifei
    Zhang, Xiaoying
    Bai, Yun
    Cao, Pan
    Hua, Pei
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 649 : 1314 - 1322
  • [7] The source apportionment of polycyclic aromatic hydrocarbons (PAHs) in the topsoil in Xiaodian sewage irrigation area, North of China
    Li, Jia-Le
    Wang, Yan-Xin
    Zhang, Cai-Xiang
    Dong, Yi-Hui
    Du, Bin
    Liao, Xiao-Ping
    ECOTOXICOLOGY, 2014, 23 (10) : 1943 - 1950
  • [8] The source apportionment of polycyclic aromatic hydrocarbons (PAHs) in the topsoil in Xiaodian sewage irrigation area, North of China
    Jia-Le Li
    Yan-Xin Wang
    Cai-Xiang Zhang
    Yi-Hui Dong
    Bin Du
    Xiao-Ping Liao
    Ecotoxicology, 2014, 23 : 1943 - 1950
  • [10] Seasonal Variations and Sources of Airborne Polycyclic Aromatic Hydrocarbons (PAHs) in Chengdu, China
    Yang, Ju
    Xu, Wenlai
    Cheng, Huiyu
    ATMOSPHERE, 2018, 9 (02):