Log in

Statistical analysis of arsenic contamination in drinking water in a city of Iran and its modeling using GIS

  • Published:
Environmental Monitoring and Assessment Aims and scope Submit manuscript

Abstract

In this research, probable arsenic contamination in drinking water in the city of Ardabil was studied in 163 samples during four seasons. In each season, sampling was carried out randomly in the study area. Results were analyzed statistically applying SPSS 19 software, and the data was also modeled by Arc GIS 10.1 software. The maximum permissible arsenic concentration in drinking water defined by the World Health Organization and Iranian national standard is 10 μg/L. Statistical analysis showed 75, 88, 47, and 69% of samples in autumn, winter, spring, and summer, respectively, had concentrations higher than the national standard. The mean concentrations of arsenic in autumn, winter, spring, and summer were 19.89, 15.9, 10.87, and 14.6 μg/L, respectively, and the overall average in all samples through the year was 15.32 μg/L. Although GIS outputs indicated that the concentration distribution profiles changed in four consecutive seasons, variance analysis of the results showed that statistically there is no significant difference in arsenic levels in four seasons.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  • Abernathy, C. O., Thomas, D. J., & Calderon, R. L. (2003). Health effects and risk assessment of arsenic. Journal of Nutrition,133, 1536S–1538S.

  • Altaş, L., Işık, M., & Kavurmacı, M. (2011). Determination of arsenic levels in the water resources of Aksaray Province, Turkey. Journal of environmental management, 92(9), 2182–2192. 

  • Caylak, E. (2012). Health risk assessment for arsenic in water sources of Cankiri Province of Turkey. Clean–Soil, Air, Water, 40(7), 72–734.

    Article  Google Scholar 

  • Choong, T., Chuah, T., Robiah, Y., Gregory, K., & Azni, I. (2007). Arsenic toxicity, health hazards and removal techniques from water: an overview. Desalination, 217, 139–166.

    Article  CAS  Google Scholar 

  • Cӧl, M., & Cӧl, C. (2004). Arsenic concentrations in the surface, well, and drinking waters of the Hisarcik, Turkey, area. Human and Ecological Risk Assessment, 10, 461–465.

    Article  Google Scholar 

  • Eisler, R. (2000). Handbook of Chemical Risk Assessment: Health hazards to humans, plants, and animals. (chapter 28). 3, 1501–1566.

  • Gemici, U., Tarcan, G., Helvacı, C., & Somay, A. M. (2008). High arsenic and boron concentrations in groundwaters related to mining activity in the Bigadic¸ borate deposits (Western Turkey). Applied Geochemistry, 23, 2462–2476.

    Article  CAS  Google Scholar 

  • Gupta, A., Chauhan, V. S., & Sankararamakrishnan, N. (2009). Preparation and evaluation of iron–chitosan composites for removal of As(III) and As(V) from arsenic contaminated real life groundwater. Water Research, 43, 3862–3870.

    Article  CAS  Google Scholar 

  • Henke, K. R. (2009). Arsenic chemistry health treats and waste treatment. University of Kentucky, Center for applied energy research. USA: John wiley and sons, LTD Publication.

    Google Scholar 

  • Hosseinpour Feizi, M., Mosaferi, M., Dastgiri, S., Zolali, S., Pouladi, N., & Azarfam, P. (2008). Contamination of drinking water with arsenic and its various health effects in the village of Ghopuz. Iranian Journal of Epidemiology, 3(3 & 4), 21–27.

    Google Scholar 

  • IARC. (2004). Some drinking-water disinfectants and contaminants, including arsenic. IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, 84, 1–477.

    Google Scholar 

  • Institute of Standards and Industrial Research of Iran (ISIRI) (2009). Drinking water: Physical and chemical specifications. ISIRI 1053. 5th revision. (In Persian).

  • Kavcar, P., Sofuoglu, A., & Sofuoglu, S. C. (2009). A health risk assessment for exposure to trace metals via drinking water ingestion pathway. International Journal of Hygiene and Environmental Health, 212, 216–227.

    Article  CAS  Google Scholar 

  • Lalwani, S., Dogra, T. D., Bhardwaj, D. N., Sharma, R. K., & Murty, O. P. (2006). Study on arsenic level in public water supply of Delhi using hydride generator accessory coupled with atomic absorption spectrophotometer. Indian Journal of Clinical Biochemistry, 21,70–76.

  • Mandal, B. K., & Suzuki, K. T. (2002). Arsenic round the world: a review. Talanta, 58, 201–235.

    Article  CAS  Google Scholar 

  • Mosaferi, M., Shakerkhatibi, M., Dastgiri, S., Asghari Jafar-abadi, M., Khataee, A., & Sheykholeslami, S. (2014). Natural arsenic pollution and hydrochemistry of drinking water of an urban part of Iran. Avicenna Journal of Environmental Health Engineering, 1(1), 164–173.

    Article  Google Scholar 

  • Mosaferi, M., Taghipour, H., Hassani, A., Borghei, M., Kamali, Z., & Ghadirzadeh, A. (2008a). Study of arsenic presence in drinking water sources: a case study. Iranian Journal of Health & Environment, 1(1), 19–28.

    Google Scholar 

  • Mosaferi, M., Yunesian, M., Dastgin, S., Mesdaghinia, A. R., & Esmailnasab, N. (2008b). Prevalence of skin lesions and exposure to arsenic in drinking water in Iran. Science of the Total Environment, 390, 69–76.

    Article  CAS  Google Scholar 

  • Muhammad, S., Shah, M. T., & Khan, S. (2010). Arsenic health risk assessment in drinking water and source apportionment using multivariate statistical techniques in Kohistan region, northern Pakistan. Food and Chemical Toxicology, 48, 2855–2864.

    Article  CAS  Google Scholar 

  • Ng, J. C., Wang, J., & Shraim, A. (2003). A global health problem caused by arsenic from natural sources. Chemosphere, 52, 1353–1359.

    Article  CAS  Google Scholar 

  • NRC. (1999). Arsenic in drinking water. Washington, DC: National Research Council, National Academy Press.

    Google Scholar 

  • Phan, K., Sthiannopkao, S., Kim, K., Wong, M. H., Sao, V., Hashim, J. H., Yasin, M. S. M., & Aljunid, S. M. (2010). Health risk assessment of inorganic arsenic intake of Cambodia residents through groundwater drinking pathway. Water Research, 44, 5777–5788.

    Article  CAS  Google Scholar 

  • Pirsaheb, M., Dargahi, A., & Golestanifar, H. (2013). Determination of arsenic in agricultural products, animal products and drinking water of rural areas of Bijar and Gharve, Kurdestan Province. Journal of Food Hygiene, 2(8), 33–42.

    Google Scholar 

  • Schuhmacher-Wolz, U., Dieter, H. H., Klein, D., & Schneider, K. (2009). Oral exposure to inorganic arsenic: evaluation of its carcinogenic and non-carcinogenic effects. Critical Reviews in Toxicology, 39, 271–298.

    Article  CAS  Google Scholar 

  • Shrader, D.E., Voth, L.M., Covick, L.A. (1983). The determination of toxic metals in waters and wastes by furnace atomic absorption. Varian AA Resource Center, Park Ridge, U.S.A, AA-31, 1–9.

  • Smedley P. L., & Kinniburgh D. G. (2001). Source and behavior of arsenic in natural waters, U.N. Synthesis Report on Arsenic in Drinking Water: Geneva. World Health Organization, 1-61.

  • Smith, A. H., Hopenhayn-Rich, C., Bates, M. N., Goeden, H. M., Hertz Picciotto, I., Dagga, H. M., et al. (1992). Cancer risks from arsenic in drinking water. Environmental Health Properties, 97, 259–267.

    Article  CAS  Google Scholar 

  • Thomas, D. J., Li, J., Waters, S. B., **ng, W., Adair, B. M., Drobna, Z., et al. (2007). Arsenic (+ 3 oxidation state) methyltransferase and the methylation of arsenicals. Experimental Biology and Medicine, 232(1), 3–13.

  • Tseng, W. P. (1977). Effects and dose-response relationships of skin cancer and blackfoot disease with arsenic. Environmental Health Perspectives, 19, 109–119.

  • Wang, S., & Mulligan, C.N. (2009). Arsenic mobilization from mine tailings in the presence of a biosurfactant. Applied Geochemistry, 24, 928–935.

  • World Health Organization (WHO) (2011). Guidelines for drinking water quality. 4th ed. Geneva.

  • Wu, B., Zhang, Y., Zhang, X., & Cheng, S. (2010). Health risk from exposure of organic pollutants through drinking water consumption in Nan**g, China. Bulletin of Environmental Contamination and Toxicology, 84, 46–50.

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This research was supported by Tehran University of Medical Sciences as a part of Ph.D. dissertation (Grant No: 92-02-46-23886). The authors are grateful to all stuffs especially Mr.

Pourakbar from Laboratory of the Faculty of Health Science in Tabriz University of Medical Sciences for their all assistances.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Simin Nasseri.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sadeghi, F., Nasseri, S., Mosaferi, M. et al. Statistical analysis of arsenic contamination in drinking water in a city of Iran and its modeling using GIS. Environ Monit Assess 189, 230 (2017). https://doi.org/10.1007/s10661-017-5912-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10661-017-5912-8

Keywords

Navigation