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Distribution of heavy metals in sediment cores of Lake Pamvotis (Greece): a pollution and potential risk assessment

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Abstract

Concentrations and vertical distributions of metals in surface sediments of Lake Pamvotis (NW Greece) were assessed using energy-dispersive X-ray fluorescence spectrometry. A wide range of values was determined, associated with the specific types of contaminating effluents draining into different parts of the lake. Overall, Cr levels ranged from 43 to 3295 mg kg−1, Ni from 13 to 372 mg kg−1, Cu from 15 to 24,985 mg kg−1, Zn from 129 to 22,983 mg kg−1, Zr from 64 to 4063 mg kg−1 and Pb from 19 to 2634 mg kg−1. Principal component analysis revealed distinct elemental fingerprints in each sampling location, while correlation analysis and hierarchical agglomerative cluster analysis provided insight to metal association and pollution sources. Enrichment factors and geoaccumulation indices were calculated to quantify sediment contamination, and potential ecotoxic effects were evaluated based on sediment quality guidelines. Moderate to very severe enrichment in Zn, Cu and Pb was evidenced in sediments near the lake’s outflow. The proximity of these sampling points to a heavy traffic national road suggests that roadway runoff is the dominant source of elevated metal levels. Contribution from municipal sewage water discharges from the nearby communities should also be accounted for. Moderate to very severe Zn and Pb enrichment was determined in the vicinity on the main lake’s inflow, primarily associated with runoff and leaching from agricultural land. Very severe to extremely severe Cr enrichment was detected in the same location, most likely associated with wastewater discharged into the lake over several decades, by nearby-operating leather tanneries. The above two locations were ranked at the highest priority level in terms of potential ecological risk.

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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, 227–238.

    Article  CAS  Google Scholar 

  • Albanis, T., Pomonis, P., & Sdoukos, A. (1986). Seasonal fluctuation of organochlorine and triazines pesticides in the aquatic system of Ioannina basin (Greece). Science of the Total Environment, 58, 243–253.

    Article  CAS  Google Scholar 

  • Anagnostidis, K., & Economou-Amilli, A. (1980). Limnological studies of Lake Pamvotis (Ioannina) Greece. Archiv für Hydrobiologie, 89, 313–342.

    Google Scholar 

  • Armienta, M. A., Mortono, O., Rodriguez, R., Cruz, O., Aguayo, A., & Cenicero, S. N. (2001). Chromium in a tannery wastewater irrigated area, León Valley, Mexico. Bulletin of Environmental Contamination and Toxicology, 66, 189–195.

    Article  CAS  Google Scholar 

  • Arnason, J. G., & Fletcher, B. A. (2003). A 40+ year record of Cd, Hg, Pb, and U deposition in sediments of Patroon Reservoir, Albany Country, NY, USA. Environmental Pollution, 123, 383–391.

    Article  CAS  Google Scholar 

  • Aubouin, J. (1959). Contribution à l’étude géologique de la Grèce Septentrionale. Les confines de l’Epire et de la Thessalie. Annales Géologiques des Pays Helléniques, 10, 1–525.

    Google Scholar 

  • Baptista Neto, J. A., Smith, B. J., & McAllister, J. J. (2000). Metal concentrations in surface sediments in a nearshore environment, Jurujuba Sound, Southeast Brazil. Environmental Pollution, 109, 1–9.

    Article  CAS  Google Scholar 

  • Belzile, N., Chen, Y., Gunn, J., & Dixit, S. (2004). Sediment trace metal profiles in lakes of Killarney Park, Canada: from regional to continental influence. Environmental Pollution, 130, 239–248.

    Article  CAS  Google Scholar 

  • Birch, G. F., & Davies, K. I. (2003). A scheme for assessing human impact and sediment quality in coastal waterways. In C. D. Woodroffe & R. A. Furness (Eds.), Proceedings of the coastal GIS conference, Wollongong, NSW, 7–8 July, 2003 (pp. 371–380). Australia: University of Wollongong.

    Google Scholar 

  • Birch, G. F., & Olmos, M. A. (2008). Sediment-bound heavy metals as indicators of human influence and biological risk in coastal water bodies. ICES Journal of Marine Science, 65, 1407–1413.

    Article  CAS  Google Scholar 

  • Çevik, F., Göksu, M. Z., Derici, O. B., & Fındık, Ö. (2009). An assessment of metal pollution in surface sediments of Seyhan dam by using enrichment factor, geoaccumulation index and statistical analyses. Environmental Monitoring and Assessment, 152, 309–317.

    Article  Google Scholar 

  • Chen, C.-W., Kao, C.-M., Chen, C.-F., & Dong, C.-D. (2007). Distribution and accumulation of heavy metals in the sediments of Kaohsiung Harbor, Taiwan. Chemosphere, 66, 1431–1440.

    Article  CAS  Google Scholar 

  • Christophoridis, C., Dedepsidis, D., & Fytianos, K. (2009). Occurrence and distribution of selected heavy metals in the surface sediments of Thermaikos Gulf N. Greece. Assessment using pollution indicators. Journal of Hazardous Materials, 15, 1082–1091.

    Article  Google Scholar 

  • Conispoliatis, N., Panagos, A., Perissoratis, C., & Varnavas, S. (1986). Geological and sedimentological patterns in the Lake Pamvotis (Ioannina), NW Greece. Annales Géologiques des Pays Helléniques, 33, 269–285.

    Google Scholar 

  • Councell, T. B., Duckenfield, K. U., Landa, E. R., & Callender, E. (2004). Tire-wear particles as a source of zinc to the environment. Environmental Science and Technology, 38, 4206–4214.

    Article  CAS  Google Scholar 

  • Daskalou, V., Vreča, P., Muri, G., & Stalikas, C. (2009). Recent environmental changes in the shallow Lake Pamvotis (NW Greece): evidence from sedimentary organic matter, hydrocarbons, and stable isotopes. Archives of Environmental Contamination and Toxicology, 57, 21–31.

    Article  CAS  Google Scholar 

  • Datta, D. K., & Subramanian, V. (1998). Distribution and fractionation of metals in the surface sediments of the Ganges–Brahmaputra–Meghna river system in the Bengal basin. Environmental Geology, 36, 93–101.

    Article  CAS  Google Scholar 

  • Davis, A. P., Shokouhian, M., & Ni, S. (2001). Loading estimates of lead, copper, cadmium and zinc in urban runoff from specific sources. Chemosphere, 44, 997–1009.

    Article  CAS  Google Scholar 

  • Dean, W. E. (1974). Determination of carbonate and organic matter in calcareous sediments and sedimentary rocks by loss on ignition: comparison with other methods. Journal of Sedimentary Petrology, 44, 242–248.

    CAS  Google Scholar 

  • Esen, E., Kucuksezgin, F., & Uluturhan, E. (2010). Assessment of trace metal pollution in surface sediments of Nemrut Bay, Aegean Sea. Environmental Monitoring and Assessment, 160, 257–266.

    Article  CAS  Google Scholar 

  • European Commission. (1992). Council Directive 92/43/EEC of 21 May 1992 on the conservation of natural habitats and of wild fauna and flora. Official Journal of the European Communities, L206, 1–50.

    Google Scholar 

  • Förstner, U. (1982). Accumulative phases for heavy metals in limnic sediments. Hydrobiologia, 91, 269–284.

    Article  Google Scholar 

  • Förstner, U., & Wittman, G. T. W. (1979). Metal pollution in the aquatic environment. New York: Springer.

    Book  Google Scholar 

  • Gee, G. W., & Bauder, J. W. (1986). Particle-size analysis. In A. Klute (Ed.), Methods of soil analysis, part 1 (pp. 383–412). Madison: American Society of Agronomy.

    Google Scholar 

  • Ghrefat, H. A., Abu-Rukah, Y., & Rosen, M. A. (2011). Application of geoaccumulation index and enrichment factor for assessing metal contamination in the sediments of Kafrain Dam, Jordan. Environmental Monitoring and Assessment, 178, 95–109.

    Article  CAS  Google Scholar 

  • Håkanson, L. (1980). An ecological risk index for aquatic pollution control. A sedimentological approach. Water Research, 14, 975–1001.

    Article  Google Scholar 

  • Heiri, O., Lotter, A. F., & Lemcke, G. (2001). Loss on ignition as a method for estimating organic and carbonate content in sediments: reproducibility and comparability of results. Journal of Paleolimnology, 25, 101–110.

    Article  Google Scholar 

  • Hela, D. G., Lambropoulou, D. A., Konstantinou, I. K., & Albanis, T. A. (2005). Environmental monitoring and ecological risk assessment for pesticide contamination and effects in Lake Pamvotis, northwestern Greece. Environmental Toxicology and Chemistry, 24, 1548–1556.

    Article  CAS  Google Scholar 

  • Hjortenkrans, D. S. T., Bergbäck, B. G., & Häggerud, A. V. (2007). Metal emissions from brake linings and tires: case studies of Stockholm, Sweden 1995/1998 and 2005. Environmental Science and Technology, 41, 5224–5230.

    Article  CAS  Google Scholar 

  • Hornung, H., Karm, M. D., & Cohen, Y. (1989). Trace metal distribution on sediments and benthic fauna of Haifa Bay, Israel. Estuarine, Coastal and Shelf Science, 29, 43–56.

    Article  CAS  Google Scholar 

  • Jordao, C. P., Pereira, J. L., & Jham, G. N. (1997). Chromium contamination in sediment, vegetation and fish caused by tanneries in the state of Minas Gerais, Brasil. Science of the Total Environment, 207, 1–11.

    Article  CAS  Google Scholar 

  • Kagalou, I., Papastergiadou, E., Tsimarakis, G., & Petridis, D. (2003). Evaluation of the trophic state of Lake Pamvotis, Greece. A shallow urban lake. Hydrobiologia, 506(509), 1–8.

    Google Scholar 

  • Kagalou, I., Economidis, G., Leonardos, I., & Papaloukas, C. (2006). Assessment of a Mediterranean shallow lentic ecosystem (Lake Pamvotis, Greece) using benthic community diversity: response to environmental Parameters. Limnologica, 36, 269–278.

    Article  Google Scholar 

  • Kagalou, I., Papastergiou, E., & Leonardos, I. (2008). Long term changes in the eutrophication process in a shallow Mediterranean lake ecosystem of W Greece: response after the reduction of external load. Journal of Environmental Management, 87, 497–506.

    Article  CAS  Google Scholar 

  • Kotti, M., Vlessidis, A., & Evmiridis, N. (2000). Determination of phosphorous and nitrogen in the sediment of Lake Pamvotis (Greece). International Journal of Environmental Analytical Chemistry, 78, 455–467.

    Article  CAS  Google Scholar 

  • Lawson, I., Frogley, M., Bryant, C., Preece, R., & Tzedakis, P. (2004). The Lateglacial and Holocene environmental history of the Ioannina basin, north-west Greece. Quaternary Science Reviews, 23, 1599–1625.

    Article  Google Scholar 

  • Le Maitre, R. W. (1982). Numerical petrology. Amsterdam: Elsevier Scientific Publishing Company.

    Google Scholar 

  • Li, F., Huang, J., Zeng, G., Yuan, X., Li, X., Liang, J., Wang, X., Tang, X., & Bai, B. (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 

  • Liu, E., Birch, G. F., Shen, J., Yuan, H., Zhang, E., & Cao, Y. (2012). Comprehensive evaluation of heavy metal contamination in surface and core sediments of Taihu Lake, the third largest freshwater lake in China. Environmental Earth Sciences, 67, 39–51.

    Article  CAS  Google Scholar 

  • Long, E. R., & MacDonald, D. D. (1998). Recommended uses of empirically derived sediment quality guidelines for marine and estuarine ecosystems. Human and Ecological Risk Assessment, 4, 1019–1039.

    Article  Google Scholar 

  • Long, E. R., MacDonald, D. D., Smith, L., & Calder, F. D. (1995). Incidence of adverse biological effects within ranges of chemical concentrations in marine and estuarine sediments. Environmental Management, 19, 81–97.

    Article  Google Scholar 

  • Loska, K., & Wiechuła, D. (2003). Application of principal component analysis for the estimation of source 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 

  • Martin, G. D., Rejomon, G., Shaiju, P., Muraleedharan, K. R., Nair, S. M., & Chandramohanakumar, N. (2012). Toxic metals enrichment in the surficial sediments of a eutrophic tropical estuary (Cochin Backwaters, Southwest Coast of India). The Scientific World Journal. doi:10.1100/2012/972839.

    Google Scholar 

  • Marvin, C., Painter, S., Williams, D., Richardson, V., Rossmann, R., & Hoof, P. V. (2004). Spatial and temporal trends in surface water and sediment contamination in the Laurentian Great Lakes. Environmental Pollution, 129, 131–144.

    Article  CAS  Google Scholar 

  • Mucha, A. P., Vasconcelos, M. T. S. D., & Bordalo, A. A. (2003). Macrobenthic community in the Doura estuary: relations with trace metals and natural sediment characteristics. Environmental Pollution, 121, 169–180.

    Article  CAS  Google Scholar 

  • Müller, G. (1979). Schwermetalle in den sedimenten des Rheins-Veränderungen seit 1971. Umschau in Wissenschaft und Technik, 79, 778–783.

    Google Scholar 

  • Napier, F., D’Arcy, B., & Jefferies, C. (2008). A review of vehicle related metals and polycyclic aromatic hydrocarbons in the UK environment. Desalination, 226, 143–150.

    Article  CAS  Google Scholar 

  • Nicholson, F. A., Smith, S. R., Alloway, B. J., Carlton-Smith, C., & Chambers, B. J. (2003). An inventory of heavy metals inputs to agricultural soils in England and Wales. Science of the Total Environment, 311, 205–219.

    Article  CAS  Google Scholar 

  • Niencheski, L. F., Windom, H. L., & Smith, R. (1994). Distribution of particulate trace metal in Patos Lagoon Estuary (Brazil). Marine Pollution Bulletin, 28, 96–102.

    Article  CAS  Google Scholar 

  • Nixon, H., & Saphores, J.-D. (2003). The impacts of motor vehicle operation on water quality: a preliminary assessment. Institute of Transportation Studies, University of California, Irvine, UCI-ITS-WP-03-1.

  • Papadopoulos, F., & Kitsaras, L. (1990). The Lake of Ioannina “Pamvotida”. Master Thesis, Democritos University of Thrace, Xanthi, Greece (in Greek).

  • Papagiannis, I., Kagalou, I., Leonardos, J., Petridis, D., & Kalfakakou, V. (2004). Copper and zinc in four freshwater fish species from Lake Pamvotis (Greece). Environment International, 30, 357–362.

    Article  CAS  Google Scholar 

  • Pawlikowski, M., Szalińska, E., Wardas, M., & Dominik, J. (2006). Cr originating from tanneries in river sediments: a preliminary investigation from the Upper Dunajec River (Poland). Polish Journal of Environmental Studies, 15, 885–894.

    CAS  Google Scholar 

  • Reimann, C., & de Caritat, P. (2000). Intrinsic flaws of element enrichment factors (EFs) in environmental geochemistry. Environmental Science and Technology, 34, 5084–5091.

    Article  CAS  Google Scholar 

  • Romero, J., & Imberger, J. (1999). Lake Pamvotis project. Final report. Perth: Centre for Water Research, University of W. Australia.

    Google Scholar 

  • Romero, J., Kagalou, I., Imberger, J., Hela, D., Kotti, M., Bartzokas, A., Albanis, T., Evmiridis, N., Bitchava, A., Karkabounas, S., Papagiannis, I., & Bithava, A. (2002). Seasonal water quality of shallow and eutrophic Lake Pamvotis, Greece: implications for restoration. Hydrobiologia, 474, 91–105.

    Article  CAS  Google Scholar 

  • Salomons, W., & Förstner, U. (1984). Metals in the hydrocycle. Berlin: Springer.

    Book  Google Scholar 

  • Schiff, K. C., & Weisberg, S. B. (1999). Iron as a reference element for determining trace metal enrichment in Southern California coastal shelf sediments. Marine Environmental Research, 48, 161–176.

    Article  CAS  Google Scholar 

  • Smith, I. C., & Carson, B. L. (1978). Trace metals in the environment: vol 3—zirconium. Ann Arbor: Ann Arbor Science Publishers Inc.

    Google Scholar 

  • Sörme, L., & Lagerkvist, R. (2002). Sources of heavy metals in urban wastewater in Stockholm. Science of the Total Environment, 298, 131–145.

    Article  Google Scholar 

  • Stalikas, C. D., Pilidis, G. A., & Karayannis, M. I. (1994). Heavy metal concentrations in sediments of Lake Ioannina and Kalamas River in north-western Greece. Fresenius Environmental Bulletin, 3, 575–579.

    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 

  • Taylor, S. R. (1964). Abundance of chemical elements in the continental crust: a new table. Geochimica Cosmochimica Acta, 28, 1273–1285.

    Article  CAS  Google Scholar 

  • Theochari, V., & Papadopoulos, G. (1990). Contribution à l’ étude des phénomènes de l’eutrophisation du lac de Ioannina. Thalassographica, 13, 55–70.

    Google Scholar 

  • Turekian, K. K., & Wedepohl, K. H. (1961). Distribution of the element in some major units of the earth’s crust. Bulletin of the Geological Society of America, 72, 175–192.

    Article  CAS  Google Scholar 

  • Warnken, J., Dunn, R. J. K., & Teasdale, P. R. (2004). Investigation of recreational boats as a source of copper at anchorage sites using time-integrated diffusive gradients in thin film and sediment measurements. Marine Pollution Bulletin, 49, 833–843.

    Article  CAS  Google Scholar 

  • Warren, L. A., & Haack, E. A. (2001). Biogeochemical controls on metal behavior in freshwater environments. Earth-Science Reviews, 54, 261–320.

    Article  CAS  Google Scholar 

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Acknowledgments

The EDXRF spectrometry measurements were carried out at the EDXRF spectrometry unit of the University of Ioannina, Ioannina, Greece. One of the authors (I.T.) received financial support within the framework of the Action “Supporting Postdoctoral Researchers” of the Operational Program “Education and Lifelong Learning”, which is cofinanced by the European Social Fund (ESF) and the Greek State.

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  1. Department of Physics, University of Ioannina, 451 10, Ioannina, Greece

    K. Ioannides, K. Stamoulis, C. Papachristodoulou, E. Tziamou, C. Markantonaki & I. Tsodoulos

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  1. K. Ioannides
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  2. K. Stamoulis
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  3. C. Papachristodoulou
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  4. E. Tziamou
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Correspondence to C. Papachristodoulou.

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Ioannides, K., Stamoulis, K., Papachristodoulou, C. et al. Distribution of heavy metals in sediment cores of Lake Pamvotis (Greece): a pollution and potential risk assessment. Environ Monit Assess 187, 4209 (2015). https://doi.org/10.1007/s10661-014-4209-4

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