Abstract
The sediment in Dianchi Lake, a hypereutrophic plateau lake in southwest China, was investigated and the concentration of heavy metals (Cu, Cr, Ni, Zn, Pb, Fe, Mn, and Cd) in the sediment and sediment properties were determined. Their spatial distribution and sources were analyzed using multivariate statistics. The result indicated that the studied metals exhibited three distinct spatial patterns; that is, Cu, Pb, Zn, and Ni had a similar distribution, with a concentration gradient from the north to the south part of the lake; Cd and Cr presented a similar distribution; Fe and Mn presented a quite different distribution than other metals, which indicated their different sources and geochemistry processes. Correlation and cluster analysis (CA) provided origin information on these metals and the CA result was observed corresponding to those three spatial patterns. Principal component analysis further displayed metal source and driving factors; that is, Cu, Pb, Zn, Ni, Cd, and Cr were mainly derived from anthropogenic sources, and Fe and Mn were mainly the result of natural processes. Sediment assessment was conducted using geoaccumulation index (Igeo), potential ecological risk indices, and USEPA guidelines. The result indicated that, generally, Cd was the most serious risk metal; Pb and Cu posed moderate potential ecological risk; Cr, Zn, and Ni had slight ecological risk; Fe and Mn had little risk. Comparison of the assessment tools showed that each of the methods had its limitation and could bias the result, and the combined use of the methodologies and local knowledge on lithology or metal background value of soil in the practice would give a more comprehensive understanding of the metal risk or pollution. Statistical analysis also indicated that nutrients had different impacts on Fe, Mn, and trace elements, which implied that in the assessment of metal risk, nutrients impact should be taken into consideration especially for eutrophic waters.
Similar content being viewed by others
References
Alena, M., Laurie, S., & Tammy, L. (1988). Summary of surface and background concentrations of selected elements in the Great Lakes sediments. Journal of Great Lakes Research, 14, 241–251.
Andrea, B., Santosh, K. S., Mousumi, C., Consuelo, R., Marco, P., Bhaskardeb, B., et al. (2008). A comparison of sediment quality guidelines for toxicity assessment in the Sunderban wetlands (Bay of Bengal, India). Chemosphere, 73, 1129–1137.
Bhuiyan, M. A. H., Parvez, L., Islam, M. A., Dampare, S. B., & Suzuki, S. (2010). Heavy metal pollution of coal mine-affected agricultural soils in the northern part of Bangladesh. Journal of Hazardous Materials, 173, 384–392.
Bocca, B., Alimonti, A., Petrucci, F., Violante, N., Sancesario, G., & Forte, G. (2004). Quantification of trace elements by sector field inductively coupled plasma spectrometry in urine, serum, blood and cerebrospinal fluid of patients with Parkinson’s disease. Spectrochimica Acta, 59(4), 559–566.
Burgess, R. M., & Pellertier, M. C. (2002). An overview of toxicant identification in sediments and dredged materials. Marine Pollution Bulletin, 44(4), 286–293.
Caeiro, S., Costa, M. N., Ramos, T. B., Fernandes, F., & Silveira, N. (2005). Assessing heavy metal contamination in Sado Estuary sediment: an index analysis approach. Ecological Indicators, 5, 151–169.
Che, G. Q., Zeng, G. M., Du, C. Y., Huang, D. L., Tang, L., Wang, L., et al. (2010). Transfer of heavy metals from compost to red soil and groundwater under simulated rainfall conditions. Journal of Hazardous Materials, 181, 211–216.
Cheng, J., Li, X. D., Hua, R. M., Tang, J., & Lu, H. X. (2008). Distribution and ecological risk assessment of heavy metals in sediments of Chaohu Lake. Journal of Agro-Environment Science, 27(4), 1403–1408.
China National Environmental Monitoring Centre (CNEMC). (1990). Soil element background values in China (pp. 330–483). Beijing: China Environmental Science Press (in Chinese).
Clare, A. A., Dianne, F. J., & Stuart, L. S. (2007). Effect of overlying water pH, dissolved oxygen, salinity and sediment disturbances on metal release and sequestration from metal contaminated marine sediments. Chemosphere, 69, 1428–1437.
Contaminated Sediment Standing Team (2003). Consensus-based sediment quality guidelines recommendations for use & application (WT-732 2003). pp. 16–17.
Edwin, D. O., Zhang, X. L., & Yu, T. (2010). Current status of agricultural and rural non-point source pollution assessment in China. Environmental Pollution, 158, 1159–1168.
Fatoki, O. S., & Mathabatha, S. (2001). An assessment of heavy metal pollution in the East London and Port Elizabeth harbours. Water SA, 27(2), 233–240.
Förstner, U., & Wittmann, G. T. W. (1981). Metal pollution in the aquatic environment. Journal of Hydrology, 49, 401–403.
Gaur, V. K., Gupta, S. K., Pandey, S. D., Gopal, K., & Misra, V. (2005). Distribution of heavy metals in sediment and water of River Gomti. Environmental Monitoring and Assessment, 102, 419–433.
Gong, M., Wu, L., Bi, X. Y., Ren, L. M., Wang, L., Ma, Z. D., et al. (2009). Assessing heavy-metal contamination and sources by GIS-based approach and multivariate analysis of urban–rural topsoils in Wuhan, central China. Environmental Geochemistry and Health, 32, 59–72.
Hakanson, L. (1980). An ecological risk index for aquatic pollution control: a sediment logical approach. Water Research, 14(8), 975–1001.
Håkanson, L., & Jansson, M. (1983). Principles of lake sedimentology. Berlin: Springer.
Hendrik, Á., Edixon, G., Hilda, L., María, A., & Miriam, S. (2010). Heavy metals distribution in superficial sediments of Maracaibo Lake (Venezuela). Revista Técnica de la Facultad de Ingeniería Universidad del Zulia, 33, 122–129.
Huang, P. S., & Liu, Z. W. (2009). The effect of wave-reduction engineering on sediment resuspension in a large, shallow, eutrophic lake (Lake Taihu). Ecological Engineering, 35, 1619–1623.
Jin, X. C., Meng, F. D., Jiang, X., Wang, X. Y., & Pang, Y. (2006). Physical–chemical characteristics and from of phosphorus speciations in the sediments of northeast Lake Taihu. Resources and Environment in the Yangtze Basin, 15, 388–394 (in Chinese).
John, M. O., & Shem, O. W. (1989). Distribution of Cr, Pb, Cd, Zn, Fe and Mn in Lake Victoria sediments, East Africa. Bulletin of Environmental Contamination and Toxicology, 42, 807–813.
Kazumi, I., Akiko, T., Takayoshi, K., Atsuko, N., Sakae, E., Koichi, C., et al. (2004). Certified sediment reference materials for trace element analysis from the National Metrology Institute of Japan (NMIJ). Analytical and Bioanalytical Chemistry, 378, 1271–1276.
Krzysztof, L., & Danuta, W. (2003). Application of principal component analysis for the estimation of source of heavy metal contamination in surface sediments from the Rybnik Reservoir. Chemosphere, 51, 723–733.
Kwon, Y. T., & Lee, C. W. (2001). Ecological risk assessment of sediment in wastewater discharging area by means of metal speciation. Micro-Chemical Journal, 70(3), 255–264.
Liu, X. H., Gao, Y. T., Du, G., Wang, W., & Wei, X. B. (2006). Experimental study on effects of iron ion on algae growth of in Dianchi Lake. Environment Pollution and Prevention, 28(5), 324–326 (in Chinese).
Liu, Y. S., Ma, L. L., Li, Y. Q., & Zheng, L. T. (2007). Evolution of heavy metal speciation during the aerobic composting process of sewage sludge. Chemosphere, 67, 1025–1032.
Liu, Y. F., Li, Y. G., Yang, X. H., Zhang, J. H., Guan, J. J., Wang, J. M., et al. (2012). Analysis of pollution in Dianchi Lake and consideration of its application in crop planting. Procedia Environmental Sciences, 12, 174–183.
McCready, S., Birch, G. F., & Long, E. R. (2006). Metallic and organic contaminants in sediments of Sydney Harbour, Australia and vicinity—a chemical dataset for evaluating sediment quality guidelines. Environment International, 32, 455–465.
Memet, V. (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.
Mohammad, A. H. B., Lutfar, P., Islam, M. A., Samuel, B. D., & Shigeyuki, S. (2010). Heavy metal pollution of coal mine-affected agricultural soils in the northern part of Bangladesh. Journal of Hazardous Materials, 173, 384–392.
Nriagu, J. O., & Pacyna, J. M. (1988). Quantitative assessment of worldwide contamination of air, water and soils with trace metals. Nature, 333, 134–139.
Peng, D. (2004). Study on the content and spatial distribution of organic carbon in the sediment of Dianchi Lake (in Chinese). Graduate School of the Chinese Academy of Sciences. 101pp.
Qu, W. C., Mike, D., & Wang, S. M. (2001). Multivariate analysis of heavy metal and nutrient concentrations in sediments of Taihu Lake, China. Hydrobiologia, 450, 83–91.
Reddy, M. S., Basha, S., Sravan Kumar, V. G., Joshi, H. V., & Ramachandraiah, G. (2004). Distribution, enrichment and accumulation of heavy metals in coastal sediments of Alang-Sosiya ship scrapping yard. India Marine Pollution Bulletin, 48, 1055–1059.
Seralathan, K. B., Prabhu, D. B., & Lee, K. J. (2008). Assessment of heavy metals (Cd, Cr and Pb) in water, sediment and seaweed in the pulicat lake, southeast India. Chemosphere, 71(7), 1233–1240.
Shao, X. H. (2003). Heavy metal distribution in sediment of Dianchi Lake, Yunnan. The dissertation for Nanjing Normal University Master Degree (in Chinese).
Shen, J., Liu, E. F., Zhu, Y. X., Hu, S. Y., & Qu, W. C. (2007). Distribution and chemical fractionation of heavy metals inrecent sediments from Lake Taihu, China. Hydrobiologia, 581, 141–150.
Steven, O. H., & Johnnie, N. M. (1996). Natural background determination and impact quantification in trace metal-contaminated river sediments. Environmental Science and Technology, 30, 129–135.
Surindra, S., Arvind, K. N., Mayuri, C., & Sanjay, K. G. (2009). Assessment of metals in water and sediments of Hindon River, India: impact of industrial and urban discharges. Journal of Hazardous Materials, 171, 1088–1095.
Teng, Y. G., Tuo, X. G., Ni, S. J., & Zhang, C. J. (2002). Applying geoaccumulation index to assess heavy metal pollution in sediment: influence of different geochemical background. Environmental Science and Technology, 25(2), 7–9.
Tiina, R., Jukka, P., Patricia, L., Van, H., Matti, L., & Jussi, K. (1996). Characterization of lake ladoga sediments. II. Toxic chemicals. Chemosphere, 32, 1179–l192.
Unlu, S., Topcuoglu, S., Alpar, B., Kirbasoglu, C., & Yilmaz, Y. Z. (2008). Heavy metal pollution in surface sediment and mussel samples in the Gulf of Gemlik. Environmental Monitoring and Assessment, 144, 169–178.
Waisberg, M., Joseph, P., Hale, B., & Beyersmann, D. (2003). Molecular and cellular mechanisms of cadmium carcinogenesis. Toxicology, 192, 95–117.
Wan, X., Pan, X. J., Wang, B., Zhao, S. M., Hu, P., Li, F. R., et al. (2011). Distributions, historical trends, and source investigation of polychlorinated biphenyls in Dianchi Lake, China. Chemosphere, 85, 361–367.
Xing, W., Li, D. H., Shen, Y. W., & Liu, Y. D. (2006). Effects of aquatic plant and phytoplankton on concentrations of size-fractionated iron in algal controlling enclosures. Journal of Agro-Environment Science, 25(6), 1571–1575 (in Chinese).
Yi, Y. J., Yang, Z. F., & Zhang, S. H. (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.
Yu, T., Zhang, Y., Meng, W., & Hu, X. N. (2012). Characterization of heavy metals in water and sediments in Taihu Lake, China. Environmental Monitoring and Assessment, 184(7), 4367–4382.
Zaharescu, D. G., Hood, P. S., Soler, A. P., Fernandez, J., & Burghelea, C. I. (2009). Trace metals and their source in the catchment of the high altitude Lake Respomuso, Central Pyrenees. Science of the Total Environment, 407, 3546–3553.
Zhang, Y., Zhang, Y., Yu, T., Song, X. N., & Feng, Q. Y. (2010). Spatial and temporal distribution of nitrogen species in sediment and interstitial waters of Taihu Lake. Research of Environmental Sciences, 11, 1333–1342 (in Chinese).
Zhao, Q. N., Xu, Q. X., & Yang, K. (2005). Application of potential ecological risk index in soil pollution of typical polluting industries. Journal of Eastchina Normal University (Natural Science), 1, 110–115 (in Chinese).
Zheng, N., Wang, Q. C., Lang, Z. Z., & Zheng, D. M. (2008). Characterization of heavy metal concentrations in the sediments of three freshwater rivers in Huludao City, Northeast China. Environmental Pollution, 154, 135–142.
Acknowledgments
This work was financially supported by China’s National Basic Research program (“973” program): “Water environmental quality evolution and water quality criteria in lakes” (2008CB418201) and the National Natural Science Fund “Mechanism and impact of urban nonpoint source pollution from the riverine city on the water quality of urban rivers and control” (51278475). We are grateful to the editor and two anonymous reviewers for their careful work and insightful comments to improve our manuscript.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Yuan, Z., Taoran, S., Yan, Z. et al. Spatial distribution and risk assessment of heavy metals in sediments from a hypertrophic plateau lake Dianchi, China. Environ Monit Assess 186, 1219–1234 (2014). https://doi.org/10.1007/s10661-013-3451-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10661-013-3451-5