Spatial variations of groundwater quality parameters using geostatistics (Case study: Segsi Plain, Isfahan)
Subject Areas : environmental managementZahra Azhdari 1 , Seyed Zeynalabedin Hosseini 2
1 - PhD Student on Watershed Management, Department of Rangeland and Watershed Management, Faculty of Agriculture and Natural Resources, Hormozgan University.
2 - Assistant Professor, Department of Rangeland and Watershed Management, Faculty of Natural Resources and Desert Studies, Yazd University *(Corresponding author).
Keywords: Groundwater, Geostatistical methods, Kriging, Segsi plain,
Abstract :
Background and Objective: Understanding chemical changes in groundwater and their mapping play a substantial role in optimal management of groundwater in an area. There are various methods for investigation and classification of groundwater chemical features, and selection of appropriate method depends on the purpose, conditions of the area and available information. Geostatistical methods and GIS can be useful tools in this regard. The aim of his study is to investigate the spatial variations of groundwater quality and select the best mapping method for the management of groundwater resources in Segsi plain. Method: In this paper, the distribution of quality pollutants pH, TDS, Hco3, EC, Ca, Mg, TH, Na and So4 in groundwater of Segsi plain was investigated using inverse distance and geostatistical methods, distance and bearing functions, local, general and ordinary Kriging estimator software ARCGIS9.3. Accordingly, the sample from 445 groundwater wells, springs and canals were examined. After evaluating variograms and determining the spatiality of the changes in the studied parameters, interpolation of parameters was performed and the best evaluation model with lowest RMSE was selected through mutual evaluation technique and the root-mean-square error. Findings: The results showed that all parameters had the lowest RMSE using the ordinary Kriging method and it was used for mapping the spatial distribution of water quality parameters. Results from mapping indicated that Na, Ca, Mg, So4, Hco3 and pH had no limitation and EC, TH and TDS had limitations in terms of drinkability. Conclusion: According to the results, application of the ordinary Kriging method is recommended for more precision, less calculation and less data demand among various interpolation methods for the groundwater mapping.
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- Uyan, M., Cay, T., 2010. Geostatistical methods for mapping groundwater nitrate concentrations. 3rd International Conference on Cartography and GIS, 12-20 June, Nessebar, Bulgaria.
- Fetouani, S., Sbaa, M., Vanclooster, M., Bendra, B., 2008. Assessing groundwater quality in the irrigated plain of Triffa (North-east Morocco). Journal of Agricultural Water Management, Vol .95, pp.133-142.
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- Akbari, M., Jorge, M., Madani Sadat, H., 2009. Investigation of dropping (decreasing) of groundwater tables using GIS (case study: Mashhad plain aquifer). Water and Soil Conservation, Vol. 16(4), pp. 63-78. (In Persian)
- Duning, X., LI, X.Y., Song, D., Yang, G., 2007. Temporal and spatial dynamical simulation of groundwater characteristics in Minqin Oasis. Science China Series D-Earth Sciences, Vol. 50(2), pp. 261-273.
- Kathy, P., 2005. Water recreation and disease plausibility of associated infections: acute effects, sequelae and mortality. World Health Organization.
- Abdolghaderi, N., Hojjat, A., Ale sheikh, A., 2008. Modeling of groundwater contaminations using geostatistical analysis (case study: Shiraz Town). 11th symposium of Iran Geological Society, Tehran. (In Persian)
- Chandrasekharana, H., Sarangia, A., Nagarajanb, M., Singha, V.P., Natarajanc, K., Anbazhagan, S., 2009. Variability of soil–water quality due to Tsunami-2004 in the coastal belt of Nagapattinam district. Tamilnadu Journal of Environmental Management, Vol. 89, pp. 63–72.
- Ahmadi, S.H., Sedghamiz, A., 2008. Application and evaluation of kriging and cokriging methods on groundwater depth mapping. Environment Model Assessment, Vol. 138, pp. 357–368.
- Delbari, M., Bahraini, Motlagh, M., Amiri, M., 2013, Spatiotemporal variability of groundwater depth in the Eghlid aquifer in southern Iran. Earth Science Researches, Vol. 17(2), pp. 105-114. (In Persian)
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- Makkasap, T., Satapanajaru, T., 2010. Spatial distribution of Cd, Zn and Hg in Groundwater at Rayong Province, Thailand. World Academy of Science, Engineering and Technology, Vol. 72, pp. 1-4.
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- Lee, S.M., Min, K.D., Woo, N.C., Kim, Y.j., Ahn, C.H., 2003. Statistical models for the assessment of Nitrate contamination in urban groundwater using GIS. Journal Environment Geology, Vol. 44, pp. 210-221.
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- Fathi E., Beigi, H., Davoudian, A.R., Tabatabaei, S.H., 2014. Comparison of spatial interpolation methods and selecting the appropriate method for mapping of nitrate and phosphate in the Shahrekord Aquifer. Irrigation & Water Engineering, Vol. 4(15), pp. 51-63. (In Persian)
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- Shabani, M., 2011. Assessment of geostatistical methods for both groundwater quality mapping and zoning, Case study: Neiriz plain, Fars Province. Journal of Natural Geography, Vol. 4(13), pp. 83-96. (In Persian)
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- Marofi, S., Toranjeyan, A., Zare Abyaneh, H., 2009. Evaluation of geostatistical methods for estimating electrical conductivity and pH of stream drained water in Hamedan-Bahar Plain. Journal of Water and Soil Conservation, Vol. 16(2), pp.169-186. (In Persian)
- Chitsazan, M., Rangzan, K., Derani Nejad, M.S., 2008. Hydrogeochemical zoning of some trace elements (As, Fe, and Mn) at Midavood Aquifer (Khoozestan Province) using GIS. 11th Symposium of Geological Society of Iran, Mashhad, Iran. (In Persian)
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- Alizadeh, A., 2008. Principles of Applied Hydrology, 25th Edition. Ferdowsi University Press, Mashahd, 870p. (In Persian)
- Christodoulidou, M., Charalambous, C., Aletrari, M., Nicolaidou, Kanari P., Petronda, A., Ward, N.I., 2012. Arsenic concentrations in groundwater of Cyprus. Journal of Hydrology, Vol. 468/469, pp. 94-100.
- Elyas Azar, K., 2002. Remediation of Saline and Sodic soils (Soil and Water Management). Jahad Daneshgahi Press, Tehran, 300p. (In Persian)
- Siska, p.p. Kuai Hung, I., 2001. Assessment of kriging accuracy in the GIS environment, the 21st Annual ESRI International User Conference, San Diego.