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Multivariate assessment of polycyclic aromatic hydrocarbons in surface sediments of the Beijiang, a tributary of the Pearl River in Southern China

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Abstract

To estimate the severity of polycyclic aromatic hydrocarbon (PAH) contamination in the upper sediment of the Beijiang River, 42 sediment samples were analyzed for the presence of 16 key PAHs using gas chromatography–mass spectrometry. The concentrations of PAH in the sediment ranged from 44 to 8,921 ng g−1 dry weight. The four- to six-ring PAHs, contributing >50 % to PAHs in 34 of the 42 sites, were the dominant species. Based on a principal component analysis, combined with multivariate linear regression, it became clear that the most important contributors of PAH were fossil fuel combustion (48 %), diesel emissions plus oil spillage (33 %), and coke combustion (19 %). The surface sediments of Beijiang River were grossly contaminated by PAHs mainly derived from combustion.

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Reference

  • Agarwal, T., Khillare, P., Shridhar, V., & Ray, S. (2009). Pattern, sources and toxic potential of PAHs in the agricultural soils of Delhi, India. Journal of Hazardous materials, 163(2), 1033–1039.

    Article  CAS  Google Scholar 

  • Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74–94.

    Article  Google Scholar 

  • Baumard, P., Budzinski, H., & Garrigues, P. (2009). Polycyclic aromatic hydrocarbons in sediments and mussels of the western Mediterranean Sea. Environmental Toxicology and Chemistry, 17(5), 765–776.

    Article  Google Scholar 

  • Bixiong, Y., Zhihuan, Z., & Ting, M. (2006). Pollution sources identification of polycyclic aromatic hydrocarbons of soils in Tianjin area, China. Chemosphere, 64(4), 525–534.

    Article  Google Scholar 

  • Bouloubassi, I., & Saliot, A. (1993). Investigation of anthropogenic and natural organic inputs in estuarine sediments using hydrocarbon markers (NAH, LAB, PAH). Oceanologica Acta, 16(2), 145–161.

    CAS  Google Scholar 

  • Brown, J. N., & Peake, B. M. (2006). Sources of heavy metals and polycyclic aromatic hydrocarbons in urban stormwater runoff. Science of the Total Environment, 359(1), 145–155.

    Article  CAS  Google Scholar 

  • Byers, S., Mills, E., & Stewart, P. (1978). A comparison of methods of determining organic carbon in marine sediments, with suggestions for a standard method. Hydrobiologia, 58(1), 43–47. doi:10.1007/bf00018894.

    Article  CAS  Google Scholar 

  • Chen, L., Huang, Y., Peng, X., Xu, Z., Zhang, S., Ren, M., et al. (2009). PBDEs in sediments of the Beijiang River, China: levels, distribution, and influence of total organic carbon. Chemosphere, 76(2), 226–231.

    Article  CAS  Google Scholar 

  • Chung, M. K., Hu, R., Cheung, K. C., & Wong, M. H. (2007). Pollutants in Hong Kong soils: Polycyclic aromatic hydrocarbons. Chemosphere, 67(3), 464–473. doi:10.1016/j.chemosphere.2006.09.062.

    Article  CAS  Google Scholar 

  • Dickhut, R., Canuel, E., Gustafson, K., Liu, K., Arzayus, K., Walker, S., et al. (2000). Automotive sources of carcinogenic polycyclic aromatic hydrocarbons associated with particulate matter in the Chesapeake Bay region. Environmental Science & Technology, 34(21), 4635–4640.

    Article  CAS  Google Scholar 

  • Fu, J., Mai, B., Sheng, G., Zhang, G., Wang, X., Peng, P., et al. (2003). Persistent organic pollutants in environment of the Pearl River Delta, China: An overview. Chemosphere, 52(9), 1411–1422.

    Article  CAS  Google Scholar 

  • Guo, H., Wang, T., & Louie, P. (2004). Source apportionment of ambient non-methane hydrocarbons in Hong Kong: application of a principal component analysis/absolute principal component scores (PCA/APCS) receptor model. Environmental Pollution, 129(3), 489–498.

    Article  CAS  Google Scholar 

  • Jiang, Y. F., Wang, X. T., Wang, F., Jia, Y., Wu, M. H., Sheng, G. Y., et al. (2009). Levels, composition profiles and sources of polycyclic aromatic hydrocarbons in urban soil of Shanghai, China. Chemosphere, 75(8), 1112–1118.

    Article  CAS  Google Scholar 

  • Jing, X., Ming-zhong, R., Gou-yong, D., Zhen-cheng, X., & Su-kun, Z. (2009). Content analysis and assessment of polycyclic aromatic hydrocarbons in surface sediments from Beijaing River, China. Chinese Journal of Enviromental Science, 30(11), 3269–3275.

    Google Scholar 

  • Kowalkowski, T., Zbytniewski, R., Szpejna, J., & Buszewski, B. (2006). Application of chemometrics in river water classification. Water Research, 40(4), 744–752.

    Article  CAS  Google Scholar 

  • Li, W. H., Tian, Y. Z., Shi, G. L., Guo, C. S., Li, X., & Feng, Y. C. (2012). Concentrations and sources of PAHs in surface sediments of the Fenhe reservoir and watershed, China. Ecotoxicology and Environmental Safety, 75, 198–206.

    Article  CAS  Google Scholar 

  • Lichtfouse, É., Budzinski, H., Garrigues, P., & Eglinton, T. I. (1997). Ancient polycyclic aromatic hydrocarbons in modern soils: 13C, 14C and biomarker evidence. Organic Geochemistry, 26(5), 353–359.

    Article  CAS  Google Scholar 

  • Liu, C. W., Lin, K. H., & Kuo, Y. M. (2003). Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan. Science of the Total Environment, 313(1), 77–89.

    Article  CAS  Google Scholar 

  • Liu, Y., Chen, L., Huang, Q., Li, W., Tang, Y., & Zhao, J. (2009). Source apportionment of polycyclic aromatic hydrocarbons (PAHs) in surface sediments of the Huangpu River, Shanghai, China. Science of the Total Environment, 407(8), 2931–2938.

    Article  CAS  Google Scholar 

  • Mai, B. X., Fu, J. M., Sheng, G. Y., Kang, Y. H., Lin, Z., Zhang, G., et al. (2002). Chlorinated and polycyclic aromatic hydrocarbons in riverine and estuarine sediments from Pearl River Delta, China. Environmental Pollution, 117(3), 457–474.

    Article  CAS  Google Scholar 

  • Men, B., He, M., Tan, L., Lin, C., & Quan, X. (2009). Distributions of polycyclic aromatic hydrocarbons in the Daliao River Estuary of Liaodong Bay, Bohai Sea (China). Marine Pollution Bulletin, 58(6), 818–826.

    Article  CAS  Google Scholar 

  • Mostafa, A. R., Wade, T. L., Sweet, S. T., Al-Alimi, A. K. A., & Barakat, A. O. (2009). Distribution and characteristics of polycyclic aromatic hydrocarbons (PAHs) in sediments of Hadhramout coastal area, Gulf of Aden, Yemen. Journal of Marine Systems, 78(1), 1–8.

    Article  Google Scholar 

  • Ning-jing, H., Xue-fa, S., Ji-hua, L., Peng, H., Ai-mei, Z., & Yan-guang, L. (2010). Distribution and origin of PAHs in the surface sediment of the Yellow River Estuary and it’s adjacent areas. Bulietin of mineralogy, petrology and geochemistry, 2, 157–163.

    Google Scholar 

  • Ouyang, Y., Nkedi-Kizza, P., Wu, Q., Shinde, D., & Huang, C. (2006). Assessment of seasonal variations in surface water quality. Water Research, 40(20), 3800–3810.

    Article  CAS  Google Scholar 

  • Pies, C., Hoffmann, B., Petrowsky, J., Yang, Y., Ternes, T. A., & Hofmann, T. (2008). Characterization and source identification of polycyclic aromatic hydrocarbons (PAHs) in river bank soils. Chemosphere, 72(10), 1594–1601. doi:10.1016/j.chemosphere.2008.04.021.

    Article  CAS  Google Scholar 

  • Pietzsch, R., Patchineelam, S. R., & Torres, J. P. M. (2010). Polycyclic aromatic hydrocarbons in recent sediments from a subtropical estuary in Brazil. Marine Chemistry, 118(1–2), 56–66.

    Article  CAS  Google Scholar 

  • Ravindra, K., Sokhi, R., & Van Grieken, R. (2008). Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation. Atmospheric Environment, 42(13), 2895–2921. doi:10.1016/j.atmosenv.2007.12.010.

    Article  CAS  Google Scholar 

  • Ruiz, Y., Suarez, P., Alonso, A., Longo, E., Villaverde, A., & San Juan, F. (2011). Environmental quality of mussel farms in the Vigo estuary: Pollution by PAHs, origin and effects on reproduction. Environmental Pollution, 159(1), 250–265.

    Article  CAS  Google Scholar 

  • Shukla, V., & Upreti, D. K. (2009). Polycyclic aromatic hydrocarbon (PAH) accumulation in lichen, Phaeophyscia hispidula of DehraDun City, Garhwal Himalayas. Environmental Monitoring and Assessment, 149(1–4), 1–7. doi:10.1007/s10661-008-0225-6.

    Article  CAS  Google Scholar 

  • Sienra, M. D. R., Rosazza, N. G., & Préndez, M. (2005). Polycyclic aromatic hydrocarbons and their molecular diagnostic ratios in urban atmospheric respirable particulate matter. Atmospheric Research, 75(4), 267–281. doi:10.1016/j.atmosres.2005.01.003.

    Article  CAS  Google Scholar 

  • Simeonov, V., Stratis, J., Samara, C., Zachariadis, G., Voutsa, D., Anthemidis, A., et al. (2003). Assessment of the surface water quality in Northern Greece. Water Research, 37(17), 4119–4124.

    Article  CAS  Google Scholar 

  • Soclo, H., Garrigues, P., & Ewald, M. (2000). Origin of polycyclic aromatic hydrocarbons (PAHs) in coastal marine sediments: Case studies in Cotonou (Benin) and Aquitaine (France) areas. Marine Pollution Bulletin, 40(5), 387–396.

    Article  CAS  Google Scholar 

  • Song, M. W., Huang, P., Li, F., Zhang, H., Xie, K. Z., Wang, X. H., et al. (2011). Water quality of a tributary of the Pearl River, the Beijiang, Southern China: Implications from multivariate statistical analyses. Environmental monitoring and assessment, 172(1–4), 589–603.

    Article  Google Scholar 

  • Thurston, G. D., & Spengler, J. D. (1985). A quantitative assessment of source contributions to inhalable particulate matter pollution in metropolitan Boston. Atmospheric Environment (1967), 19(1), 9–25.

    Article  CAS  Google Scholar 

  • Tobiszewski, M., & Namieśnik, J. (2012). PAH diagnostic ratios for the identification of pollution emission sources. Environmental Pollution, 162, 110–119.

    Article  CAS  Google Scholar 

  • USEPA. (1996a). Method 3540c: Soxhlet extraction. Washington, DC: United States Environmental Protection Agency.

    Google Scholar 

  • USEPA. (1996b). Method 3620b: Florisil cleanup. Washington, DC.: United States Environmental Protection Agency.

    Google Scholar 

  • USEPA. (1996c). Method 3660b: Sulfur cleanup. Washington, DC.: United States Environmental Protection Agency.

    Google Scholar 

  • USEPA. (1996d). Method 8270c: Semivolatile organic compounds by gas chromatography/mass spectrometry (GC/MS). Washington, DC.: United States Environmental Protection Agency.

    Google Scholar 

  • Wang, C., Wang, W., He, S., Du, J., & Sun, Z. (2011a). Sources and distribution of aliphatic and polycyclic aromatic hydrocarbons in Yellow River Delta Nature Reserve, China. Applied Geochemistry, 26(8), 1330–1336.

    Article  CAS  Google Scholar 

  • Wang, W., Huang, M.-j., Kang, Y., Wang, H.-s., Leung, A. O., Cheung, K. C., et al. (2011b). Polycyclic aromatic hydrocarbons (PAHs) in urban surface dust of Guangzhou, China: Status, sources and human health risk assessment. Science of the Total Environment, 409(21), 4519–4527.

    Article  CAS  Google Scholar 

  • Yang, B., Zhou, L., Xue, N., Li, F., Li, Y., Vogt, R. D., et al. (2013). Source apportionment of polycyclic aromatic hydrocarbons in soils of Huanghuai Plain, China: Comparison of three receptor models. Science of the Total Environment, 443, 31–39.

    Article  CAS  Google Scholar 

  • Yunker, M. B., Macdonald, R. W., Snowdon, L. R., & Fowler, B. R. (2011). Alkane and PAH biomarkers as tracers of terrigenous organic carbon in Arctic Ocean sediments. Organic Geochemistry, 42(9), 1109–1146. doi:10.1016/j.orggeochem.2011.06.007.

    CAS  Google Scholar 

  • Yunker, M. B., Perreault, A., & Lowe, C. J. (2012). Source apportionment of elevated PAH concentrations in sediments near deep marine outfalls in Esquimalt and Victoria, BC, Canada: Is coal from an 1891 shipwreck the source? Organic Geochemistry, 46, 12–37. doi:10.1016/j.orggeochem.2012.01.006.

    Article  CAS  Google Scholar 

  • Zhang, K., Wang, J. Z., Liang, B., & Zeng, E. Y. (2011). Occurrence of polycyclic aromatic hydrocarbons in surface sediments of a highly urbanized river system with special reference to energy consumption patterns. Environmental Pollution, 159(6), 1510–1515.

    Article  CAS  Google Scholar 

  • Zhang, W., Zhang, S., Wan, C., Yue, D., Ye, Y., & Wang, X. (2008). Source diagnostics of polycyclic aromatic hydrocarbons in urban road runoff, dust, rain and canopy throughfall. Environmental Pollution, 153(3), 594–601.

    Article  CAS  Google Scholar 

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Acknowledgments

Thanks to financial support from the National Nature Science Foundation of China (41101494) and the Fundamental Research Funds for the Central Universities (2011QC092).

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Correspondence to Hui Zhang.

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Song, M., Gao, M., Wang, P. et al. Multivariate assessment of polycyclic aromatic hydrocarbons in surface sediments of the Beijiang, a tributary of the Pearl River in Southern China. Environ Monit Assess 186, 907–918 (2014). https://doi.org/10.1007/s10661-013-3423-9

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  • DOI: https://doi.org/10.1007/s10661-013-3423-9

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