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Spatial distribution and risk assessment of heavy metals and As pollution in the sediments of a shallow lake

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Abstract

The concentrations and spatial distributions of eight heavy metals in surface sediments and sediment core samples from a shallow lake in China were investigated to evaluate the extent of the contamination and potential ecological risks. The results showed that the heavy metal concentrations were higher in the northern and southwestern lake zones than those in the other lake zones, with lower levels of As, Hg, Zn, Cu, Pb, Cr, and Ni primarily observed in the central and eastern lake regions and Cd primarily confined to areas surrounding the lake. The concentrations of the eight heavy metals in the sediment profiles tended to decrease with increasing sediment depth. The contents of Ni, Cu, Zn, Pb, and Cd in the surface sediment were approximately 1.23–18.41-fold higher than their background values (BVs), whereas the contents of Cr, As, and Hg were nearly identical to their BVs. The calculated pollution load index (PLI) suggested that the surface sediments of this lake were heavily polluted by these heavy metals and indicated that Cd was a predominant contamination factor. The comprehensive potential ecological risk index (PERI) in the surface sediments ranged from 99.2 to 2882.1, with an average of 606.1. Cd contributed 78.7 % to the PERI, and Hg contributed 8.4 %. Multivariate statistical analyses revealed that the surface sediment pollution with heavy metals mainly originated from industrial wastewater discharged by rivers located in the western and northwestern portion of the lake.

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References

  • Arain, M. B., Kazi, T. G., Jamli, M. K., Jalbani, N., Afridi, H. I., & Shah, A. (2008). Total dissolved and bioavailable elements in water and sediment samples and their accumulation in Oreochromis mossambicus of polluted Manchar lake. Chemosphere, 70, 1845–1856.

    Article  CAS  Google Scholar 

  • Bai, J., Cui, B., Chen, B., Zhang, K., Deng, W., Gao, H., & Xiao, R. (2011). Spatial distribution and ecological risk assessment of heavy metals in surface sediments from a typical plateau lake wetland, China. Ecological Modelling, 222, 301–306.

    Article  CAS  Google Scholar 

  • Bettinetti, R., Giarei, C., & Provini, A. (2003). Chemical analysis and sediment toxicity bioassays to assess the contamination of the River Lambro (Northern Italy). Archives of Environmental Contamination and Toxicology, 45, 72–78.

    Article  CAS  Google Scholar 

  • Bryan, G. W., & Langston, W. J. (1992). Bioavailability, accumulation and effects of heavy metals in sediments with special reference to United Kingdom estuaries: a review. Environmental Pollution, 76, 89–131.

    Article  CAS  Google Scholar 

  • Caeiro, S., Costa, M. H., Ramos, T. B., Fernandes, F., Silveira, N., Coimbra, A., Medeiros, G., & Painho, M. (2005). Assessing heavy metal contamination in Sado Estuary sediment: an index analysis approach. Ecological Indicators, 5, 151–169.

    Article  CAS  Google Scholar 

  • Cameron, R. (1992). Guide to site and soil description for hazardous waste site characterization Vol. 1: metals. Environmental Protection Agency EPA/600/4-91/029.

  • Chabukdhara, M., & Nema, A. K. (2012). Assessment of heavy metal contamination in Hindon River sediments: a chemometric and geochemical approach. Chemosphere, 87, 945–953.

    Article  CAS  Google Scholar 

  • Chatterjee, M., Filho, E. V. S., Sarkar, S. K., Sella, S. M., Bhattacharya, A., Satpathy, K. K., Prasad, M. V. R., Chakraborty, S., & Bhattachary, B. D. (2007). Distribution and possible source of trace elements in the sediment cores of a tropical macrotidal estuary and their ecotoxicological significance. Environment International, 33, 346–356.

    Article  CAS  Google Scholar 

  • De Vos, B., Lettens, S., Muys, B., & Deckers, J. A. (2007). Walkley–Black analysis of forest soil organic carbon: recovery, limitations and uncertainty. Soil Use and Management, 23, 221–229.

    Article  Google Scholar 

  • Delgado, J., Barba-Brioso, C., Nieto, J. M., & Boski, T. (2011). Speciation and ecological risk of toxic elements in estuarine sediments affected by multiple anthropogenic contributions (Guadiana saltmarshes, SW Iberian Peninsula): I. Surficial sediments. The Science of the Total Environment, 409, 3666–3679.

    Article  CAS  Google Scholar 

  • El-Sayed, S. A., Moussa, E. M. M., & El-Sabagh, M. E. I. (2015). Evaluation of heavy metal content in Qaroun Lake, El-Fayoum, Egypt. Part I: bottom sediments. Journal of Radiation Research and Applied Sciences, 8(3), 276–285.

    Article  Google Scholar 

  • Farmaki, E. G., Thomaidis, N. S., Pasias, I. N., Baulard, C., Papaharisis, L., & Efstathiou, C. E. (2014). Environmental impact of intensive aquaculture: investigation on the accumulation of metals and nutrients in marine sediments of Greece. Science of the Total Environment, 485–486, 554–562.

    Article  Google Scholar 

  • Gaur, V. K., Gupta, S. K., Pandey, S., Gopal, K., & Misra, V. (2005). Distribution of heavy metals in sediment and water of river Gomti. Environmental Monitoring and Assessment, 102, 419–433.

    Article  CAS  Google Scholar 

  • Hahladakis, J., Smaragdaki, E., Vasilaki, G., & Gidarakos, E. (2013). Use of sediment quality guidelines and pollution indicators for the assessment of heavy metal and PAH contamination in Greek surficial sea and lake sediments. Environmental Monitoring and Assessment, 185, 2843–2853.

    Article  CAS  Google Scholar 

  • Håkanson, L. (1980). An ecological risk index for aquatic pollution control. A sedimentological approach. Water Research, 14, 975–1000.

    Article  Google Scholar 

  • Hallare, A. V., Kosmehl, T., Schulze, T., Hollert, H., Kohler, H. R., & Triebskorn, R. (2005). Assessing contamination levels of Laguna Lake sediments (Philippines) using a contact assay with zebrafish (Danio rerio) embryos. Science of the Total Environment, 347, 254–271.

    Article  CAS  Google Scholar 

  • Han, Y., Du, P., Cao, J., & Posmentier, E. S. (2006). Multivariate analysis of heavy metal contamination in urban dusts of Xi’an, Central China. Science of the Total Environment, 355, 176–186.

    Article  CAS  Google Scholar 

  • He, C., Bartholdy, J., & Christiansen, C. (2012). Clay mineralogy, grain size distribution and their correlations with trace metals in the salt marsh sediments of the Skallingen barrier spit, Danish Wadden Sea. Environment and Earth Sciences, 67, 759–769.

    Article  CAS  Google Scholar 

  • Heikkilä, M., Edwards, T. W. D., Seppä, H., & Sonninen, E. (2010). Sediment isotope tracers from Lake Saarikko, Finland, and implications for Holocene hydroclimatology. Quaternary Science Reviews, 29, 2146–2160.

    Article  Google Scholar 

  • Huo, S., Zhang, J., Yeager, K. M., Xi, B., Qin, Y., He, Z., & Wu, F. (2015). Mobility and sulfidization of heavy metals in sediments of a shallow eutrophic lake, Lake Taihu, China. Journal of Environmental Sciences, 31, 1–11.

    Article  Google Scholar 

  • Jara-Marini, M. E., Soto-Jiménez, M. F., & Páez-Osuna, F. (2008). Bulk and bioavailable heavy metals (Cd, Cu, Pb, and Zn) in surface sediments from Mazatlán Harbor (SE Gulf of California). Bulletin of Environmental Contamination and Toxicology, 80, 150–153.

    Article  CAS  Google Scholar 

  • Kishe, M. A., & Machiwa, J. F. (2003). Distribution of heavy metals in sediments of Mwanza Gulf of Lake Victoria, Tanzania. Environment International, 28, 619–625.

    Article  CAS  Google Scholar 

  • Li, F., Huang, J., Zeng, G., Yuan, X., Li, X., Liang, J., & Wang, X. (2013). Spatial risk assessment and sources identification of heavy metals in surface sediments from the Dongting Lake, Middle China. Journal of Geochemical Exploration, 132, 75–83.

    Article  CAS  Google Scholar 

  • Li, Q., Ji, H., Qin, F., Tang, L., Guo, X., & Feng, J. (2014). Sources and the distribution of heavy metals in the particle size of soil polluted by gold mining upstream of Miyun Reservoir, Beijing: implications for assessing the potential risks. Environmental Monitoring and Assessment, 186, 6605–6626.

    Article  CAS  Google Scholar 

  • Liu, M., Yang, Y., Yun, X., Zhang, M., Li, Q., & Wang, J. (2014). Distribution and ecological assessment of heavy metals in surface sediments of the East Lake, China. Ecotoxicology, 23, 92–101.

    Article  Google Scholar 

  • Loska, K., & Wiechula, D. (2003). Application of principal component analysis for the estimation of source heavy metal contamination in surface sediments from Rybnik Reservoir. Chemosphere, 51, 723–733.

    Article  CAS  Google Scholar 

  • MacDonald, D. D., Ingersoll, C. G., & Berger, T. A. (2000). Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Archives of Environmental Contamination and Toxicology, 39, 20–31.

    Article  CAS  Google Scholar 

  • Mahbub, P., Ayoko, G. A., Goonetilleke, A., Egodawatta, P., & Kokot, S. (2010). Impacts of traffic and rainfall characteristics on heavy metals build-up and wash-off from urban roads. Environmental Science & Technology, 44, 8904–8910.

    Article  CAS  Google Scholar 

  • McManamon, C., Burke, A. M., Holmes, J. D., & Morris, M. A. (2012). Amine-functionalised SBA-15 of tailored pore size for heavy metal adsorption. Journal of Colloid and Interface Science, 369, 330–337.

    Article  CAS  Google Scholar 

  • Mil-Homens, M., Costa, A. M., Fonseca, S., Trancoso, M. A., Lopes, C., Serrano, R., & Sousa, R. (2013). Characterization of heavy-metal contamination in surface sediments of the Minho River estuary by way of factor analysis. Archives of Environmental Contamination and Toxicology, 64, 617–631.

    Article  CAS  Google Scholar 

  • Naimi, S., & Ayoubi, S. (2013). Vertical and horizontal distribution of magnetic susceptibility and metal contents in an industrial district of central Iran. Journal of Applied Geophysics, 96, 55–67.

    Article  Google Scholar 

  • Olivares-Rieumount, S., Rosa, D. D. L., Lima, L., Graham, D. W., D’Alessandro, K., Borroto, J., Martínez, F., & Sánchez, J. (2005). Assessment of heavy metal levels in Almendares River sediments—Havana City, Cuba. Water Research, 39, 3945–3953.

    Article  Google Scholar 

  • Opfer, S. E., Farver, J. R., Miner, J. G., & Krieger, K. (2011). Heavy metals in sediments and uptake by burrowing may flies in western Lake Erie basin. Journal of Great Lakes Research, 37, 1–8.

    Article  CAS  Google Scholar 

  • Pradit, S., Wattayakorn, G., Angsupanich, S., Baeyens, W., & Leermakers, M. (2010). Distribution of trace elements in sediments and biota of Songkhla lake, Southern Thailand. Water, Air, & Soil Pollution, 206, 155–174.

    Article  CAS  Google Scholar 

  • Prinju, C. P., & Narayana, A. C. (2006). Spatial and temporal variability of trace element contents in tropical lagoon, southwest coast of India: environmental implications. Journal of Coastal Research, 39, 1053–1057.

    Google Scholar 

  • Qu, W., Dickman, M., & Wang, S. (2001). Multivariate analysis of heavy metal and nutrient concentrations in sediments of Taihu Lake, China. Hydrobiologia, 450, 83–89.

  • Radakovitch, O., Roussiez, V., Ollivier, P., Ludwig, W., Grenz, C., & Probst, J. (2008). Input of particulate heavy metals from rivers and associated sedimentary deposits on the Gulf of Lion continental shelf. Estuarine, Coastal and Shelf Science, 77, 285–295.

    Article  Google Scholar 

  • Sanei, H., Outridge, P. M., Goodarzi, F., Wang, F., Armstrong, D., Warren, K., & Fishback, L. (2010). Wet deposition mercury fluxes in the Canadian sub-Arctic and southern Alberta, measured using an automated precipitation collector adapted to cold regions. Atmospheric Environment, 44, 1672–1681.

    Article  CAS  Google Scholar 

  • Sofianska, E., & Michailidis, K. (2015). Chemical assessment and fractionation of some heavy metals and arsenic in agricultural soils of the mining affected Drama plain, Macedonia, northern Greece. Environmental Monitoring and Assessment, 187, 101.

    Article  CAS  Google Scholar 

  • Suresh, G., Sutharsan, P., Ramasamy, V., & Venkatachalapathy, R. (2012). Assessment of spatial distribution and potential ecological risk of the heavy metals in relation to granulometric contents of Veeranam lake sediments, India. Ecotoxicology and Environmental Safety, 84, 117–124.

    Article  CAS  Google Scholar 

  • Swarnalatha, K., Letha, J., & Ayoob, S. (2014). Effect of seasonal variations on the surface sediment heavy metal enrichment of a lake in South India. Environmental Monitoring and Assessment, 186, 4153–4168.

    Article  CAS  Google Scholar 

  • Swarnalatha, K., Letha, J., Ayoob, S., & Nair, A. G. (2015). Risk assessment of heavy metal contamination in sediments of a tropical lake. Environmental Monitoring and Assessment, 187, 322.

    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 

  • Wang, L., Yang, L., Kong, L., Li, S., Zhu, J., & Wang, Y. (2014). Spatial distribution, source identification and pollution assessment of metal content in the surface sediments of Nansi Lake, China. Journal of Geochemical Exploration, 140, 87–95.

    Article  CAS  Google Scholar 

  • Yang, Z., Lu, W., Long, Y., Bao, X., & Yang, Q. (2011). Assessment of heavy metals contamination in urban topsoil from Changchun City, China. Journal of Geochemical Exploration, 108, 27–38.

    Article  CAS  Google Scholar 

  • Yang, J., Chen, L., Liu, L., Shi, W., & Meng, X. (2014). Comprehensive risk assessment of heavy metals in lake sediment from public parks in Shanghai. Ecotoxicology and Environmental Safety, 102, 129–135.

    Article  CAS  Google Scholar 

  • Yang, X., Duan, J., Wang, L., Li, W., Guan, J., Beecham, S., & Mulcahy, D. (2015). Heavy metal pollution and health risk assessment in the Wei River in China. Environmental Monitoring and Assessment, 187, 111.

    Article  Google Scholar 

  • Yi, Y., Yang, Z., & Zhang, S. (2011). Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River basin. Environmental Pollution, 159, 2575–2585.

    Article  CAS  Google Scholar 

  • Yin, H., Deng, J., Shao, S., Gao, F., Gao, J., & Fan, C. (2011a). Distribution characteristics and toxicity assessment of heavy metals in the sediments of Lake Chaohu, China. Environmental Monitoring and Assessment, 179, 431–442.

    Article  CAS  Google Scholar 

  • Yin, H., Gao, Y., & Fan, C. (2011b). Distribution, sources and ecological risk assessment of heavy metals in surface sediments from Lake Taihu, China. Environmental Research Letters, 6, 044012.

    Article  Google Scholar 

  • Zahra, A., Hashmi, M. Z., Malik, R. N., & Ahmed, Z. (2014). Enrichment and geo-accumulation of heavy metals and risk assessment of sediments of the Kurang Nallah—feeding tributary of the Rawal Lake Reservoir, Pakistan. Science of the Total Environment, 470–471, 925–933.

    Article  Google Scholar 

  • Zhang, Z., Rengel, Z., Meney, K., Pantelic, L., & Tomanovic, R. (2011). Polynuclear aromatic hydrocarbons (PAHs) mediate cadmium toxicity to an emergent wetland species. Journal of Hazardous Materials, 189, 119–126.

    Article  CAS  Google Scholar 

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Acknowledgments

This work was financially supported by the Natural Science Foundation of China (No. 41271213, 41230853), the China National Fund for Water Pollution Control and Management Project (No. 2014ZX07101-011) and the Key Research Program of the Chinese Academy of Sciences (Grant No. KZZD-EW-10). The authors express their thanks to Chen Yun and Xu Weiwei for their assistance with obtaining samples of the surface sediment and sediment cores. The authors are grateful to Zhang Hongmei, Gao Ming, and Zhu Yuxin for their assistance with the total organic carbon and total contents of heavy metals analyses. We are also grateful to the anonymous reviewers for providing constructive comments that helped improve the manuscript.

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Deng, J., Wang, Y., Liu, X. et al. Spatial distribution and risk assessment of heavy metals and As pollution in the sediments of a shallow lake. Environ Monit Assess 188, 296 (2016). https://doi.org/10.1007/s10661-016-5301-8

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