Volume 8 Issue 3
May  2018
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Article Contents
HE Zhuoshi, LI Chaocan, ZHANG Jingtian, MA Chunzi, ZHANG Hanxiao, XU Qiujing, ZHANG Xinbo, HUO Shouliang. Analysis and comparison of PAHs, PFASs and OCPs sources in lake sediments by receptor model[J]. Journal of Environmental Engineering Technology, 2018, 8(3): 231-240. doi: 10.3969/j.issn.1674-991X.2018.03.031
Citation: HE Zhuoshi, LI Chaocan, ZHANG Jingtian, MA Chunzi, ZHANG Hanxiao, XU Qiujing, ZHANG Xinbo, HUO Shouliang. Analysis and comparison of PAHs, PFASs and OCPs sources in lake sediments by receptor model[J]. Journal of Environmental Engineering Technology, 2018, 8(3): 231-240. doi: 10.3969/j.issn.1674-991X.2018.03.031

Analysis and comparison of PAHs, PFASs and OCPs sources in lake sediments by receptor model

doi: 10.3969/j.issn.1674-991X.2018.03.031
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  • Corresponding author: Qiujing XU E-mail: xuqj@craes.org.cn
  • Received Date: 2018-01-15
  • Publish Date: 2018-05-20
  • Receptor models were typically used in air pollution studies and few publications are available for receptor models that consider the details of parameters and procedures in evaluating the trace organic pollutants in sediments. PMF, Unmix and PCA-MLR are three receptor modes which have been widely used in source apportionment analysis in air pollution study. The sediment samples were collected from seven lakes in Jiangsu and Anhui provinces. Three models were applied to analyze the source apportionment of different semi volatile organic pollutants, polycyclic aromatic hydrocarbons (PAHs), perfluoroalkyl substances (PFASs) and organochlorine pesticides (OCPs). The aims of this study were to explore the applications of the three receptor models in the sediment pollution, based on a comparison of their modeling results. The three models exhibit consistent results, and the simulated values and measured values fit well, indicating that these models are well applied in the source apportionment of sediment pollutants. The results show that PAHs in the sediment in the study area are mainly from three sources, including vehicle exhaust, coal combustion and kerosene combustion. There are three main sources of PFASs in the sediment, including fluoropolymer processing aid, fluororesin coating and metal plating, textile treatments, precious metals and coatings industry, and food paper packing. The source of OCPs is mainly pesticide residues, including DDTs, hexachlorocyclohexane(BHC), and some endrin aldehyde, chlordane and sulfudan. Among the three receptor models, PMF can give corresponding weight to the data based on the uncertainty of the input data, Unmix has advantage of selecting indicators associated to specific sources into the model, while PCA-MLR can quantify the results of cluster analysis. Using multiple models to analyze the source apportionment of sediment pollutant can make the models complementary and the results more accurate, avoiding the limitation of a single model.

     

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  • [1]
    陈锋 . 松花江流域水环境中多环芳烃的源解析方法与应用研究[D].北京:中国地质大学( 北京), 2016.

    CHEN F . Study on the methods of source apportionment of polycyclic aromatic hydrocarbons and the application in Songhua River[D].Beijing:China University of Geosciences( Beijing), 2016.
    [2]
    胡成, 王彤, 苏丹 , 等. 水环境中污染物的源解析方法及其应用[J]. 水资源保护, 2010,26(1):57-62.
    doi: 10.3969/j.issn.1004-6933.2010.01.015

    HU C, WANG T, SU D , et al. Methods for source apportionment of contaminates and their application in aquatic environment[J]. Water Resources Protection, 2010,26(1):57-62. doi: 10.3969/j.issn.1004-6933.2010.01.015
    [3]
    KARAKAS F, IMAMOGLU I, GEDIK K . Positive matrix factorization dynamics in fingerprinting:a comparative study of PMF2 and EPA-PMF3 for source apportionment of sediment polychlorinated biphenyls[J]. Environmental Pollution, 2017,220:20-28.
    doi: 10.1016/j.envpol.2016.07.066 pmid: 27743794
    [4]
    CONTINI D, CESARI D, CONTE M , et al.Application of PMF and CMB receptor models for the evaluation of the contribution of a large coal-fired power plant to PM10 concentrations[J]Science of Total Environment, 2016, 560/ 561:131-140.
    doi: 10.1016/j.scitotenv.2016.04.031 pmid: 27101448
    [5]
    STOJIĈ A , STANIŠIĈ S,MIJIĈ Z, et al.Spatio-temporal distribution of VOC emissions in urban area based on receptor modeling[J]. Atmospheric Environment, 2015,106:71-79.
    doi: 10.1016/j.atmosenv.2015.01.071
    [6]
    PERRONE M G, LARSEN B R, FERRERO L , et al. Sources of high PM2.5 concentrations in Milan,Northern Italy:molecular marker data and CMB modelling[J]. Science of the Total Environment, 2012,414:343-55.
    doi: 10.1016/j.scitotenv.2011.11.026 pmid: 22155277
    [7]
    CHEN H Y, TENG Y G, WANG J S . Source apportionment of polycyclic aromatic hydrocarbons(PAHs) in surface sediments of the Rizhao coastal area(China) using diagnostic ratios and factor analysis with nonnegative constraints[J]. Science of the Total Environment, 2012,414:293-300.
    doi: 10.1016/j.scitotenv.2011.10.057 pmid: 22115615
    [8]
    LI G, LANG Y, GAO M , et al. Carcinogenic and mutagenic potencies for different PAHs sources in coastal sediments of Shandong peninsula[J]. Marine Pollution Bulletin, 2014,84(1):418-423.
    doi: 10.1016/j.marpolbul.2014.04.039 pmid: 24837322
    [9]
    FENG J, LIU M, LIU S , et al. Source apportionment and risk assessment of polycyclic aromatic hydrocarbons(PAHs) in surface sediments from upper reach of Huaihe River,China[J]. Polycyclic Aromatic Compounds, 2015,35(5):416-427.
    doi: 10.1080/10406638.2014.934482
    [10]
    HO C C, CHAN C C, CHIO C P , et al. Source apportionment of mass concentration and inhalation risk with long-term ambient PCDD/Fs measurements in an urban area[J]. Journal of Hazardous Materials, 2016,317:180-187.
    doi: 10.1016/j.jhazmat.2016.05.059 pmid: 27267692
    [11]
    ZHANG Y, GUO F, MENG W , et al. Water quality assessment and source identification of Daliao River basin using multivariate statistical methods[J]. Environmental Monitoring and Assessment, 2009,152(1/2/3/4):105-121.
    doi: 10.1007/s10661-008-0300-z pmid: 18523854
    [12]
    林秀梅, 陈江麟, 刘文新 , 等. 多元统计在渤海表层沉积物中PAHs源解析上的应用[J].海洋环境科学, 2007(2):107-111.
    doi: 10.3969/j.issn.1007-6336.2007.02.002

    LIN X M, CHEN J L, LIU W X , et al. Source identification of PAHs in surface sediments from Bohai Sea by multivariate statistics[J].Marine Environmental Science, 2007(2):107-111. doi: 10.3969/j.issn.1007-6336.2007.02.002
    [13]
    YAN Y, HE Q, GUO L , et al. Source apportionment and toxicity of atmospheric polycyclic aromatic hydrocarbons by PMF:quantifying the influence of coal usage in Taiyuan,China[J]. Atmospheric Research, 2017,193:50-59.
    doi: 10.1016/j.atmosres.2017.04.001
    [14]
    GARY N, RACHELLE D . EPA PMF 5.0 user guide[M]. Washington DC:US EPA, 2014.
    [15]
    HENRY R C . Duality in multivariate receptor models[J]. Chemometrics and Intelligent Laboratory Systems, 2005,77(1/2):59-63.
    doi: 10.1016/j.chemolab.2005.04.001
    [16]
    QI Y, HUO S, XI B , et al. Spatial distribution and source apportionment of PFASs in surface sediments from five lake regions,China[J]. Scientific Reports, 2016,6:22674.
    doi: 10.1038/srep22674 pmid: 4780192
    [17]
    LI C, HUO S, YU Z , et al. National investigation of semi-volatile organic compounds(PAHs,OCPs,and PCBs) in lake sediments of China:occurrence,spatial variation and risk assessment[J]. Science of Total Environment, 2017,579:325-336.
    doi: 10.1016/j.scitotenv.2016.11.097
    [18]
    PREVEDOUROS K, COUSINS I T, BUCK R C , et al. Sources,fate and transport of perfluorocarboxylates[J]. Environmental Science and Technology, 2006,40(1):32-44.
    doi: 10.1002/chin.200611255 pmid: 16433330
    [19]
    LI L, ZHAI Z H, LIU J G , et al. Estimating industrial and domestic environmental releases of perfluorooctanoic acid and its salts in China from 2004 to 2012[J]. Chemosphere, 2015,129:100-109.
    doi: 10.1016/j.chemosphere.2014.11.049 pmid: 25541533
    [20]
    MARTÍNEZ-MORAL M P, TENA M T . Determination of perfluorocompounds in popcorn packaging by pressurised liquid extraction and ultra-performance liquid chromatography-tandem mass spectrometry[J]. Talanta, 2012,101:104-109.
    doi: 10.1016/j.talanta.2012.09.007 pmid: 23158298
    [21]
    XIE S W, LU Y L, WANG T Y , et al. Estimation of PFOS emission from domestic sources in the eastern coastal region of China[J]. Environment International, 2013,59:336-343.
    doi: 10.1016/j.envint.2013.06.015 pmid: 23892226
    [22]
    YANG B, ZHOU L L, XUE N D , et al. Source apportionment of polycyclic aromatic hydrocarbons in soils of Huanghuai Plain,China:comparison of three receptor models[J]. Science of Total Environment, 2013,443:31-39.
    doi: 10.1016/j.scitotenv.2012.10.094 pmid: 23178888
    [23]
    WANG Z, CHEN J, YANG P , et al. Polycyclic aromatic hydrocarbons in Dalian soils:distribution and toxicity assessment[J]. Journal of Environmental Monitoring, 2007,9(2):199-204.
    doi: 10.1039/b617338c pmid: 17285163
    [24]
    MOSTERT M M R, AYOKO G A, KOKOT S . Application of chemometrics to analysis of soil pollutants[J]. Trac Trends in Analytical Chemistry, 2010,29(5):430-445.
    doi: 10.1016/j.trac.2010.02.009
    [25]
    LARSEN R K, BAKER J E . Source apportionment of polycyclic aromatic hydrocarbons in the urban atmosphere:a comparison of three methods[J]. Environmental Science and Technology, 2003,37:1873-1881.
    doi: 10.1021/es0206184 pmid: 12775060
    [26]
    LIU Y, CHEN L, HUANG Q , et al. Source apportionment of polycyclic aromatic hydrocarbons(PAHs) in surface sediments of the Huangpu River,Shanghai,China[J]. Science of Total Environment, 2009,407(8):2931-2938.
    doi: 10.1016/j.scitotenv.2008.12.046 pmid: 19200585
    [27]
    HU Y, QI S, ZHANG J , et al. Assessment of organochlorine pesticides contamination in underground rivers in Chongqing,Southwest China[J]. Journal of Geochemical Exploration, 2011,111(1):47-55.
    doi: 10.1016/j.gexplo.2011.07.006
    [28]
    CALLEN M S, de la CRUZ M T, LOPEZ J M , et al. Comparison of receptor models for source apportionment of the PM10 in Zaragoza(Spain)[J]. Chemosphere, 2009,76(8):1120-1129.
    doi: 10.1016/j.chemosphere.2009.04.015 pmid: 19443015
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