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Assessment of trace element contamination in sediment cores from the Pearl River and estuary, South China: geochemical and multivariate analysis approaches

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Abstract

Twenty-four major and trace elements and the mineralogical composition of four sediment cores along the Pearl River and estuary were analyzed using ICP-AES, ICP-MS, and X-ray diffraction (XRD) to evaluate contamination levels. The dominant minerals were quartz, kaolinite, and illite, followed by montmorillonite and feldspars, while small amounts of halite and calcite were also observed in a few samples. Cluster analysis (CA) and principal component analysis (PCA) were performed to identify the element sources. The highest metal concentrations were found at Huangpu, primarily due to wastewater treatment plant discharge and/or the surreptitious dumping of sludge, and these data differed from those of other sources. Excluding the data from Huangpu, the PCA showed that most elements could be considered as lithogenic; few elements are the combination of lithogenic and anthropogenic sources. An antagonistic relationship between the anthropogenic source metals (K, Ba, Zn, Pb, Cd, Ag, Tl, and U) and marine source metals (Na, Mg, Ti, V, and Ca) was observed. The resulting normalized Al enrichment factor (EF) indicated very high or significant pollution of Cd, Ag, Cu, Zn, Mo, and Pb at Huangpu, which may cause serious environmental effects. Conflicting results between the PCA and EF can be attributed to the background values used, indicating that background values must be selected carefully.

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References

  • Abrahim, G. M. S., & Parker, R. J. (2008). Assessment of heavy metal enrichment factors and the degree of contamination in marine sediments from Tamaki Estuary, Auckland, New Zealand. Environmental Monitoring and Assessment, 136(1–3), 227–238.

    CAS  Google Scholar 

  • Attia, O. E. A., & Ghrefat, H. (2013). Assessing heavy metal pollution in the recent bottom sediments of Mabahiss Bay, North Hurghada, Red Sea, Egypt. Environmental Monitoring and Assessment, 185(12), 9925–9934.

    Article  CAS  Google Scholar 

  • Badr, N. B. E., El-Fiky, A. A., Mostafa, A. R., & Al-Mur, B. A. (2009). Metal pollution records in core sediments of some Red Sea coastal areas, Kingdom of Saudi Arabia. Environmental Monitoring and Assessment, 155(1–4), 509–526.

    Article  CAS  Google Scholar 

  • Birch, G., Siaka, M., & Owens, C. (2001). The source of anthropogenic heavy metals in fluvial sediments of a rural catchment: Coxs River, Australia. Water, Air, and Soil Pollution, 126(1–2), 13–35.

    Article  CAS  Google Scholar 

  • Buchman, M. F. (2008). NOAA Screening Quick Reference Tables. NOAA OR&R Report 08–1, Seattle, Washington. Office of Response and Restoration Division, National Oceanic and Atmospheric Administration. 34 pp.

  • Cai, Q. Y., Mo, C. H., Wu, Q. T., Zeng, Q. Y., & Katsoyiannis, A. (2007). Concentration and speciation of heavy metals in six different sewage sludge-composts. Journal of Hazardous Materials, 147(3), 1063–1072.

    Article  CAS  Google Scholar 

  • Celis-Hernandez, O., Rosales-Hoz, L., & Carranza-Edwards, A. (2013). Heavy metal enrichment in surface sediments from the SW Gulf of Mexico. Environmental Monitoring and Assessment, 185(11), 8891–8907.

    Article  CAS  Google Scholar 

  • Chatterjee, M., Silva, E. V., Sarkar, S. K., Sella, S. M., Bhattacharya, A., Satpathy, K. K., et al. (2007). Distribution and possible source of trace elements in the sediment cores of a tropical macrotidal estuary and their ecotoxicological significance. Environment International, 33(3), 346–356.

    Article  CAS  Google Scholar 

  • Chen, T. B., Huang, Q. F., Gao, D., Zheng, Y. Q., & Wu, J. F. (2003). Heavy metal concentrations and their decreasing trends in sewage sludges of China. Acta Scientiae Circumstantiae, 23(5), 561–569.

    CAS  Google Scholar 

  • Chen, K. P., Jiao, J. J., Huang, J. M., & Huang, R. Q. (2007). Multivariate statistical evaluation of trace elements in groundwater in a coastal area in Shenzhen, China. Environmental Pollution, 147(3), 771–780.

    Article  CAS  Google Scholar 

  • Chen, B. W., Liang, X. M., Xu, W. H., Huang, X. P., & Li, X. D. (2012). The changes in trace metal contamination over the last decade in surface sediments of the Pearl River Estuary, South China. Science of the Total Environment, 439, 141–149.

    Article  CAS  Google Scholar 

  • Dai, M. H., Guo, X. H., Zhai, W. D., Yuan, L. Y., Wang, B. W., Wang, L. F., Cai, P. H., Tang, T. T., & Cai, W. J. (2006). Oxygen depletion in the upper reach of the Pearl River estuary during a winter drought. Marine Chemistry, 102, 159–169.

    Article  CAS  Google Scholar 

  • Dai, J. Y., Xu, M. Q., Chen, J. P., Yang, X. P., & Ke, Z. S. (2007). PCDD/F, PAH and heavy metals in the sewage sludge from six wastewater treatment plants in Beijing, China. Chemosphere, 66(2), 353–361.

    Article  CAS  Google Scholar 

  • Du Laing, G., Rinklebe, J., Vandecasteele, B., Meers, E., & Tack, F. M. G. (2009). Trace metal behaviour in estuarine and riverine floodplain soils and sediments: a review. Science of the Total Environment, 407(13), 3972–3985.

    Article  Google Scholar 

  • Filipovic, J., Grcic, I., Bermanec, V., & Kniewald, G. (2013). Monitoring of total metal concentration in sludge samples: case study for the mechanical-biological wastewater treatment plant in Velika Gorica, Croatia. Science of the Total Environment, 447, 17–24.

    Article  CAS  Google Scholar 

  • Gao, S., Luo, T. C., Zhang, B. R., Zhang, H. F., Han, Y. W., Zhao, Z. D., et al. (1998). Chemical composition of the continental crust as revealed by studies in East China. Geochimica Et Cosmochimica Acta, 62(11), 1959–1975.

    Article  CAS  Google Scholar 

  • Gibbs, R. J. (1993). Metals of the Bottom Muds in Townsville Harbor, Australia. Environmental Pollution, 81(3), 297–300.

    Article  CAS  Google Scholar 

  • Gong, W. P., Shen, J., & Jia, L. W. (2013). Salt intrusion during the dry season in the Huangmaohai Estuary, Pearl River Delta, China. Journal of Marine Systems, 111–112, 235–252.

    Article  Google Scholar 

  • Gonzalez-Garcia, S., & Sanchez-Camazano, M. (1968). Differentiation of kaolinite from chlorite by treatment with dimethyl-sulphoxide. Clay Minerals, 7, 447–450.

    Article  CAS  Google Scholar 

  • Greger, M., Kautsky, L., & Sandberg, T. (1995). A tentative model of Cd uptake in Potamogeton pectinatus in relation to salinity. Environmental and Experimental Botany, 35(2), 215–225.

    Article  CAS  Google Scholar 

  • Harikumar, P. S., & Nasir, U. P. (2010). Ecotoxicological impact assessment of heavy metals in core sediments of a tropical estuary. Ecotoxicology and Environmental Safety, 73(7), 1742–1747.

    Article  CAS  Google Scholar 

  • He, B. Y., Dai, M. H., Zhai, W. D., Wang, L. F., Wang, K. J., Chen, J. H., et al. (2010). Distribution, degradation and dynamics of dissolved organic carbon and its major compound classes in the Pearl River estuary, China. Marine Chemistry, 119, 52–64.

    Article  CAS  Google Scholar 

  • Heise, B., Bobertz, B., & Harff, J. (2010). Classification of the Pearl River Estuary via principal component analysis and regionalisation. Journal of Coastal Research, 26(4), 769–779.

    Article  CAS  Google Scholar 

  • Ho, H. H., Swennen, R., Cappuyns, V., Vassilieva, E., Neyens, G., Rajabali, M., et al. (2013). Geogene versus anthropogene origin of trace metals in sediments in Cua Luc Estuary and Ha Long Bay, Vietnam. Estuaries and Coasts, 36(1), 203–219.

    Article  CAS  Google Scholar 

  • Ip, C. C. M., Li, X. D., Zhang, G., Wai, O. W. H., & Li, Y. S. (2007). Trace metal distribution in sediments of the Pearl River Estuary and the surrounding coastal area, South China. Environmental Pollution, 147(2), 311–323.

    Article  CAS  Google Scholar 

  • Jonathan, M. P., Ram-Mohan, V., & Srinivasalu, S. (2004). Geochemical variations of major and trace elements in recent sediments, off the Gulf of Mannar, the southeast coast of India. Environmental Geology, 45(4), 466–480.

    Article  CAS  Google Scholar 

  • Kalnejais, L. H., Martin, W. R., & Bothner, M. H. (2010). The release of dissolved nutrients and metals from coastal sediments due to resuspension. Marine Chemistry, 121(1–4), 224–235.

    Article  CAS  Google Scholar 

  • Larrose, A., Coynel, A., Schafer, J., Blanc, G., Masse, L., & Maneux, E. (2010). Assessing the current state of the Gironde Estuary by mapping priority contaminant distribution and risk potential in surface sediment. Applied Geochemistry, 25(12), 1912–1923.

    Article  CAS  Google Scholar 

  • Lavilla, I., Filgueiras, A. V., Valverde, F., Millos, J., Palanca, A., & Bendicho, C. (2006). Depth profile of trace elements in a sediment core of a high-altitude lake deposit at the Pyrenees, Spain. Water, Air, and Soil Pollution, 172(1–4), 273–293.

    Article  CAS  Google Scholar 

  • Li, X. D., Wai, O. W. H., Li, Y. S., Coles, B. J., Ramsey, M. H., & Thornton, I. (2000). Heavy metal distribution in sediment profiles of the Pearl River estuary, South China. Applied Geochemistry, 15(5), 567–581.

    Article  CAS  Google Scholar 

  • Liu, W. X., Li, X. D., Shen, Z. G., Wang, D. C., Wai, O. W. H., & Li, Y. S. (2003). Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary. Environmental Pollution, 121(3), 377–388.

    Article  CAS  Google Scholar 

  • Loizeau, J.-L., Pardos, M., Monna, F., Peytremann, C., Haller, L., & Dominik, J. (2004). The impact of a sewage treatment plant’s effluent on sediment quality in a small bay in Lake Geneva (Switzerland–France). Part 2: temporal evolution of heavy metals. Lakes & Reservoirs: Research & Management, 9(1), 53–63.

    Article  CAS  Google Scholar 

  • Luo, J. H. (2002). The analysis of the primary cause of the low dissolved oxygen of the partial water body in the Guangzhou reach of the Pearl River. Research of Environmental Sciences, 15, 8–11 (in chinese).

    Google Scholar 

  • Mai, B. X., Fu, J. M., Zhang, G., Lin, Z., Min, Y. S., Sheng, G. Y., et al. (2001). Polycyclic aromatic hydrocarbons in sediments from the Pearl river and estuary, China: spatial and temporal distribution and sources. Applied Geochemistry, 16, 1429–1445.

    Article  Google Scholar 

  • Matthai, C., Birch, G. F., & Bickford, G. P. (2002). Anthropogenic trace metals in sediment and settling particulate matter on a high-energy continental shelf (Sydney, Australia). Marine Environmental Research, 54(2), 99–127.

    Article  CAS  Google Scholar 

  • McLennan, S. M. (2001). Relationships between the trace element composition of sedimentary rocks and upper continental crust. Geochemistry Geophysics Geosystems, 2, art. no.-2000GC000109.

  • NFDaily (2012). Nanfang Daily. Available at: http://epaper.nfdaily.cn/html/2012-07/31/content_7109145.htm (in chinese).

  • Pan, K., & Wang, W. X. (2012). Trace metal contamination in estuarine and coastal environments in China. Science of the Total Environment, 421, 3–16.

    Article  Google Scholar 

  • Qi, S., Leipe, T., Rueckert, P., Di, Z., & Harff, J. (2010). Geochemical sources, deposition and enrichment of heavy metals in short sediment cores from the Pearl River Estuary, Southern China. Journal of Marine Systems, 82, S28–S42.

    Article  Google Scholar 

  • Reid, M. K., & Spencer, K. L. (2009). Use of principal components analysis (PCA) on estuarine sediment datasets: the effect of data pre-treatment. Environmental Pollution, 157(8–9), 2275–2281.

    Article  CAS  Google Scholar 

  • Seddique, A. A., Masuda, H., Mitamura, M., Shinoda, K., Yamanaka, T., Nakaya, S., & Ahmed, K. M. (2011). Mineralogy and geochemistry of shallow sediments of Sonargaon, Bangladesh and implications for arsenic dynamics: focusing on the role of organic matter. Applied Geochemistry, 26, 587–599.

    Article  CAS  Google Scholar 

  • Simeonov, V., Massart, D. L., Andreev, G., & Tsakovski, S. (2000). Assessment of metal pollution based on multivariate statistical modeling of ‘hot spot’ sediments from the Black Sea. Chemosphere, 41(9), 1411–1417.

    Article  CAS  Google Scholar 

  • Spencer, K. L. (2002). Spatial variability of metals in the inter-tidal sediments of the Medway Estuary, Kent, UK. Marine Pollution Bulletin, 44(9), 933–944.

    Article  CAS  Google Scholar 

  • Sutherland, R. A. (2000). Bed sediment-associated trace metals in an urban stream, Oahu, Hawaii. Environmental Geology, 39(6), 611–627.

    Article  CAS  Google Scholar 

  • Tue, N. T., Quy, T. D., Amano, A., Hamaoka, H., Tanabe, S., Nhuan, M. T., et al. (2012). Historical profiles of trace element concentrations in mangrove sediments from the Ba Lat Estuary, Red River, Vietnam. Water, Air, and Soil Pollution, 223(3), 1315–1330.

    Article  CAS  Google Scholar 

  • Varol, M. (2011). Assessment of heavy metal contamination in sediments of the Tigris River (Turkey) using pollution indices and multivariate statistical techniques. Journal of Hazardous Materials, 195, 355–364.

    Article  CAS  Google Scholar 

  • Wand, X. L., & Li, Y. (2011). Measurement of Cu and Zn adsorption onto surficial sediment components: new evidence for less importance of caly minerals. Journal of Hazardous Materials, 189, 719–723.

    Article  Google Scholar 

  • Wang, S. L., Lin, C. Y., & Cao, X. Z. (2011). Heavy metals content and distribution in the surface sediments of the Guangzhou section of the Pearl River, Southern China. Environmental Earth Sciences, 64(6), 1593–1605.

    Article  CAS  Google Scholar 

  • Woods, A. M., Lloyd, J. M., Zong, Y. Q., & Brodie, C. R. (2012). Spatial mapping of Pearl River Estuary surface sediment geochemistry: influence of data analysis on environmental interpretation. Estuarine, Coastal and Shelf Science, 115, 218–233.

    Article  CAS  Google Scholar 

  • Yin, K. D., Lin, Z. F., & Ke, Z. Y. (2004). Temporal and spatial distribution of dissolved oxygen in the Pearl River Estuary and adjacent coastal waters. Continetal Shelf Research, 24(16), 1935–1948.

    Article  Google Scholar 

  • Yu, X. J., Yan, Y., & Wang, W. X. (2010). The distribution and speciation of trace metals in surface sediments from the Pearl River Estuary and the Daya Bay, Southern China. Marine Pollution Bulletin, 60(8), 1364–1371.

    Article  CAS  Google Scholar 

  • Yu, X. J., Li, H. X., Pan, K., Yan, Y., & Wang, W. X. (2012). Mercury distribution, speciation and bioavailability in sediments from the Pearl River Estuary, Southern China. Marine Pollution Bulletin, 64(8), 1699–1704.

    Article  CAS  Google Scholar 

  • Yuan, X. Z., Huang, H. J., Zeng, G. M., Li, H., Wang, J. Y., Zhou, C. F., et al. (2011). Total concentrations and chemical speciation of heavy metals in liquefaction residues of sewage sludge. Bioresource Technology, 102(5), 4104–4110.

    Article  CAS  Google Scholar 

  • Zhang, C. S., & Wang, L. J. (2001). Multi-element geochemistry of sediments from the Pearl River system, China. Applied Geochemistry, 16(9–10), 1251–1259.

    Article  CAS  Google Scholar 

  • Zhang, C. S., Chen, Q. L., Zhang, K. F., & Li, S. G. (2011). Chemical forms and bioavailability of heavy metals in the sludge of Datansha Wastewater Treatment Plant. Journal of Agro-Environment Science, 27(3), 1259–1264.

    Google Scholar 

  • Zhou, H. Y., Yin, X. J., Yang, Q. H., Wang, H., Wu, Z. J., & Bao, S. X. (2009). Distribution, source and flux of methane in the western Pearl River Estuary and northern South China Sea. Marine Chemistry, 117(1–4), 21–31.

    Article  CAS  Google Scholar 

  • Zhou, G. H., Sun, B. B., Zeng, D. M., Wei, H. L., Liu, Z. Y., & Zhang, B. M. (2013). Vertical distribution of trace elements in the sediment cores from major rivers in east China and its implication on geochemical background and anthropogenic effects. Journal of Geochemical Exploration. doi:10.1016/j.gexplo.2013.1003.1007.

    Google Scholar 

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Acknowledgments

This study was supported by the National Natural Science Foundation of China (No. 40903047) and Chinese Academy of Sciences (No. KZZD-EW-09-2). The authors thank Derong Zhang for the sample collection and Ying Liu, Xueping Liu, and Jingming Wei for the major and trace elements and XRD analyses. The authors are also grateful to the anonymous reviewers for the upgradation of the manuscript. This is contribution No. IS-1936 from GIGCAS.

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Yang, Y., Liu, Z., Chen, F. et al. Assessment of trace element contamination in sediment cores from the Pearl River and estuary, South China: geochemical and multivariate analysis approaches. Environ Monit Assess 186, 8089–8107 (2014). https://doi.org/10.1007/s10661-014-3989-x

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  • DOI: https://doi.org/10.1007/s10661-014-3989-x

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