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Health risk estimates for groundwater and soil contamination in the Slovak Republic: a convenient tool for identification and mapping of risk areas

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Abstract

We undertook a quantitative estimation of health risks to residents living in the Slovak Republic and exposed to contaminated groundwater (ingestion by adult population) and/or soils (ingestion by adult and child population). Potential risk areas were mapped to give a visual presentation at basic administrative units of the country (municipalities, districts, regions) for easy discussion with policy and decision-makers. The health risk estimates were calculated by US EPA methods, applying threshold values for chronic risk and non-threshold values for cancer risk. The potential health risk was evaluated for As, Ba, Cd, Cu, F, Hg, Mn, NO3 , Pb, Sb, Se and Zn for groundwater and As, B, Ba, Be, Cd, Cu, F, Hg, Mn, Mo, Ni, Pb, Sb, Se and Zn for soils. An increased health risk was identified mainly in historical mining areas highly contaminated by geogenic–anthropogenic sources (ore deposit occurrence, mining, metallurgy). Arsenic and antimony were the most significant elements in relation to health risks from groundwater and soil contamination in the Slovak Republic contributing a significant part of total chronic risk levels. Health risk estimation for soil contamination has highlighted the significance of exposure through soil ingestion in children. Increased cancer risks from groundwater and soil contamination by arsenic were noted in several municipalities and districts throughout the country in areas with significantly high arsenic levels in the environment. This approach to health risk estimations and visualization represents a fast, clear and convenient tool for delineation of risk areas at national and local levels.

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References

  • Bodiš, D., & Rapant, S. (1999). Geochemical Atlas of Slovakia-part VI. Stream sediments. Monography, Ministry of the Environment of the Slovak Republic, Geological Survey of Slovak Republic, Bratislava, pp. 145.

  • Cao, H., Chen, J., Zhang, J., Zhang, H., Qiao, L., & Men, Y. (2010). Heavy metals in rice and garden vegetables and their potential health risks to inhabitants in the vicinity of an industrial zone in Jiangsu, China. Journal of Environmental Sciences, 22(11), 1792–1799.

    Article  CAS  Google Scholar 

  • Čurlík, J., & Šefčík, P. (1999). Geochemical Atlas of Slovakia-part V. Soils. Monography, Ministry of the Environment of the Slovak Republic, Geological Survey of Slovak Republic, Bratislava, pp. 98.

  • Dark, S. J., & Bram, D. (2007). The modifiable areal unit problem (MAUP) in physical geography. Progress in Physical Geography, 31(5), 471–479. doi:10.1177/0309133307083294.

    Article  Google Scholar 

  • Darnley, A. G., Bjorklund, A., & Bolviken, B. et al. (1995). A global geochemical database for environmental and resource management. Earth Sciences, 19, 122.

    Google Scholar 

  • Diawara, D. M., Litt, J. S., Unis, D., Alfonso, N., Martinez, L. A., Crock, J. G., et al. (2006). Arsenic, cadmium, lead, and mercury in surface soils, Pueblo, Colorado: Implications for population health risk. Environmental Geochemistry and Health, 28(4), 297–315.

    Article  CAS  Google Scholar 

  • Ezekwe, I. C., Odu, N. N., Chima, G. N., & Opigo, A. (2012). Assessing regional groundwater quality and its health implications in the Lokpaukwu, Lekwesi and Ishiagu mining areas of southeastern Nigeria using factor analysis. Environmental Earth Sciences, 67(4), 971–986.

    Article  CAS  Google Scholar 

  • Hassan, M. M., & Atkins, P. J. (2007). Arsenic risk mapping in Bangladesh: A simulation technique of cokriging estimation from regional count data. Journal of Environmental Science and Health—Part A Toxic/Hazardous Substances and Environmental Engineering, 42(12), 1719–1728.

    Article  CAS  Google Scholar 

  • IRIS. (1989). Fluorine (soluble fluoride). Integrated risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0053.htm. Accessed September 23, 2013.

  • IRIS. (1991a). Nitrate. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0076.htm. Accessed September 23, 2013.

  • IRIS. (1991b). Antimony. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0006.htm. Accessed September 23, 2013.

  • IRIS. (1991c). Selenium and compounds. Integrated Risk Information System U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0472.htm. Accessed September 23, 2013.

  • IRIS. (1993). Molybdenum. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0425.htm. Accessed September 23, 2013.

  • IRIS. (1994). Cadmium. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0141.htm. Accessed September 23, 2013.

  • IRIS. (1995). Manganese. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0373.htm. Accessed September 23, 2013.

  • IRIS. (1996). Nickel, soluble salts. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0271.htm. Accessed September 23, 2013.

  • IRIS. (1998a). Arsenic, inorganic. Integrated Risk Information System. U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0278.htm. Accessed September 23, 2013.

  • IRIS. (1998b). Beryllium and compounds. Integrated Risk Information System, U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0012.htm. Accessed September 23, 2013.

  • IRIS. (2004). Boron. Integrated Risk Information System, U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0410.htm. Accessed September 23, 2013.

  • IRIS. (2005a). Barium and compounds. Integrated Risk Information System, U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0010.htm. Accessed September 23, 2013.

  • IRIS. (2005b). Zinc and compounds. Integrated Risk Information System, U.S. Environmental Protection Agency. http://www.epa.gov/iris/subst/0426.htm. Accessed September 23, 2013.

  • Jamaludin, N., Sham, S. M., & Ismail, S. N. S. (2013). Health risk assessment of nitrate exposure in well water of residents in intensive agriculture area. American Journal of Applied Sciences, 10(5), 442–448.

    Article  CAS  Google Scholar 

  • Krčmová, K., & Rapant, S. (2007). Environmental exposure to arsenic and associated health risk for residents in Horná Nitra region: A geochemical and medical research. Mineralia Slovaca, 39, 75–80.

    Google Scholar 

  • Kwaansa-Ansah, E. E., Basu, N., & Nriagu, J. O. (2010). Environmental and occupational exposures to mercury among indigenous people in Dunkwa-On-Offin, a small scale gold mining area in the south-west of Ghana. Bulletin of Environmental Contamination and Toxicology, 85(5), 476–480.

    Article  CAS  Google Scholar 

  • Lar, U. A., Ngozi-Chika, C. S., & Ashano, E. C. (2013). Human exposure to lead and other potentially harmful elements associated with galena mining at New Zurak, central Nigeria. Journal of African Earth Sciences, 84, 13–17.

    Article  CAS  Google Scholar 

  • Li, R.-Z., Pan, C.-R., Chen, J., Jiang, Y.-M., & Ding, G.-Z. (2012). Heavy metal contamination and health risk assessment for urban topsoil and dust in Tongling City. Zhongguo Huanjing Kexue/China Environmental Science, 32(12), 2261–2270.

    CAS  Google Scholar 

  • Loredo, J., Ordónez, A., Charlesworth, S., & De Miguel, E. (2003). Influence of industry on the geochemical urban environment of Mieres (Spain) and associated health risk. Environmental Geochemistry and Health, 25(3), 307–323.

    Article  CAS  Google Scholar 

  • Man, Y. B., Sun, X. L., Zhao, Y. G., Lopez, B. N., Chung, S. S., Wu, S. C., et al. (2010). Health risk assessment of abandoned agricultural soils based on heavy metal contents in Hong Kong, the world’s most populated city. Environment International, 36(6), 570–576.

    Article  CAS  Google Scholar 

  • Openshaw, S., & Taylor, P. J. (1981). The modifiable areal unit problem. In N. Wrigley & R. J. Bennett (Eds.), Quantitative geography: A British view (pp. 60–69). London: Routledge.

    Google Scholar 

  • Parenteau, M.-P., & Sawada, M. C. (2011). The modifiable areal unit problem (MAUP) in the relationship between exposure to NO2 and respiratory health. International Journal of Health Geographics, 10, 58. doi:10.1186/1476-072X-10-58.

    Article  Google Scholar 

  • Plumlee, G. S., Durant, J. T., Morman, S. A., Neri, A., Wolf, R. E., Dooyema, C. A., et al. (2013). Linking geological and health sciences to assess childhood lead poisoning from artisanal gold mining in Nigeria. Environmental Health Perspectives, 121(6), 744–750.

    Article  CAS  Google Scholar 

  • Qu, C., Sun, K., Wang, S., Huang, L., & Bi, J. (2012). Monte Carlo Simulation-based health risk assessment of heavy metal soil pollution: A case study in the Qixia mining area, China. Human and Ecological Risk Assessment, 18(4), 733–750.

    Article  CAS  Google Scholar 

  • Ramirez-Andreotta, M. D., Brusseau, M. L., Beamer, P., & Maier, R. M. (2013). Home gardening near a mining site in an arsenic-endemic region of Arizona: Assessing arsenic exposure dose and risk via ingestion of home garden vegetables, soils, and water. Science of the Total Environment, 454–455, 373–382.

    Article  Google Scholar 

  • Rapant, S., Bodiš, D., Vrana, K., Cvečková, V., Kordík, J., Krčmová, K., et al. (2009a). Geochemical Atlas of Slovakia and examples of its application to environmental problem. Environmental Geology, 57(1), 99–110.

    Article  CAS  Google Scholar 

  • Rapant, S., Cvečková, V., Dietzová, Z., Letkovičová, M., & Khun, M. (2009b). Medical geochemistry research in SGR Mts. Environmental Geochemistry and Health, 31(1), 11–25.

    Article  CAS  Google Scholar 

  • Rapant, S., Dietzová, Z., & Cicmanová, S. (2006). Environmental and health risk assessment in abandoned mining area, Zlatá Idka, Slovakia. Environmental Geology, 51, 387–397.

    Article  CAS  Google Scholar 

  • Rapant, S., Fajčíková, K., Khun, M., & Cvečková, V. (2011). Application of health risk assessment method for geological environment at national and regional scales. Environmental Earth Sciences, 64, 513–521.

    Article  CAS  Google Scholar 

  • Rapant, S., & Krčmová, K. (2007). Health risk assessment maps for arsenic groundwater content: Application of national geochemical databases. Environmental Geochemistry and Health, 29, 131–141.

    Article  CAS  Google Scholar 

  • Rapant, S., Rapošová, M., Bodiš, D., Marsina, K., & Slaninka, I. (1999). Environmental–geochemical mapping program in the Slovak Republic. Journal of Geochemical Exploration, 66(2), 151–158.

    Article  CAS  Google Scholar 

  • Rapant, S., Vrana, K., & Bodiš, D. (1996). Geochemical Atlas of Slovakia—Part I. Groundwater. Monography, Ministry of the Environment of the Slovak Republic, Geological Survey of Slovak Republic, Bratislava, P. 127.

  • Rapant, S., Vrana, K., & Čurlík, J. (2004) Environmental risk from the contamination of geological components of the environment of the Slovak Republic. ŠGÚDŠ Bratislava, 1. ed., p. 80.

  • Spence, L. R., & Walden, T. (2001). Risk-Integrated Software for Clean-Ups—Version RISC4. User’s Manual, Spence Engineering, Pleasanton, California/BP Oil International, Sunbury, UK.

  • Stewart, A. G., & Carter, J. (2009). Towards the development of a multidisciplinary understanding of the effects of toxic chemical mixtures on health. Environmental Geochemistry and Health, 31, 239–251.

    Article  CAS  Google Scholar 

  • Su, X., Wang, H., & Zhang, Y. (2013). Health risk assessment of nitrate contamination in groundwater: A case study of an agricultural area in Northeast China. Water Resources Management, 27(8), 3025–3034.

    Article  Google Scholar 

  • Taylor, M. P., Mackay, A. K., Hudson-Edwards, K. A., & Holz, E. (2010). Soil Cd, Cu, Pb and Zn contaminants around Mount Isa city, Queensland, Australia: Potential sources and risks to human health. Applied Geochemistry, 25(6), 841–855.

    Article  CAS  Google Scholar 

  • US EPA. (1989a). Risk assessment guidance for superfund (RAGS), volume I: Human health evaluation manual (HHEM), part A—Baseline risk assessment. interim final. United States Environmental Protection Agency, Office of Emergency and Remedial Response, Washington, DC, (EPA/540/1-89/002).

  • US EPA. (1989b). Exposure factors handbook. Office of Health and Environmental Assessment, (EPA/600/8-89/43).

  • US EPA. (1991). Risk assessment guidance for superfund (RAGS), volume I: Human health evaluation manual (HHEM)—Supplemental guidance, interim final. United States Environmental Protection Agency, Office of Emergency and Remedial Response, Washington, DC, (OSWER 9285.6-03).

  • US EPA. (1997). Exposure factors handbook I., II., III. United States Environmental Protection Agency, Office of Research and Development, National Center for Environmental Assessment, Washington, DC, (EPA/600/P-95/002Fa).

  • US EPA. (1999). A risk assessment—Multiway exposure spreadsheet calculation tool. Washington, DC: United States Environmental Protection Agency.

  • US EPA. (2005). Guidelines for carcinogen risk assessment. United States Environmental Protection Agency, Risk Assessment Forum, Washington, DC, (EPA/630/P-03/001F).

  • Vrana, K., Rapant, S., Bodiš, D., Marsina, K., Lexa, J., Pramuka, S., et al. (1997). Geochemical Atlas of Slovak Republic at a scale 1: 1,000,000. Journal of Geochemical Exploration, 60, 7–37.

    Article  Google Scholar 

  • Wongsasuluk, P., Chotpantarat, S., Siriwong, W., & Robson, M. (2014). Heavy metal contamination and human health risk assessment in drinking water from shallow groundwater wells in an agricultural area in Ubon Ratchathani province, Thailand. Environmental Geochemistry and Health, 36(1), 169–182.

    Article  CAS  Google Scholar 

  • Yeganeh, M., Afyunia, M., Khoshgoftarmanesha, A. H., Khodakaramib, L., Aminic, M., Soffyanianb, A. R., Schulind, R. (2013). Mapping of human health risks arising from soil nickel and mercury contamination. Journal of Hazardous Materials, 244245, 225–239.

    Google Scholar 

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Acknowledgments

This research has been performed within the project LIFE10 ENV/SK/000086. “The impact of geological environment on health status of residents of the Slovak Republic”, which is financially supported by the EU’s funding instrument for the environment: Life+ programme.

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Fajčíková, K., Cvečková, V., Stewart, A. et al. Health risk estimates for groundwater and soil contamination in the Slovak Republic: a convenient tool for identification and mapping of risk areas. Environ Geochem Health 36, 973–986 (2014). https://doi.org/10.1007/s10653-014-9612-9

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  • DOI: https://doi.org/10.1007/s10653-014-9612-9

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