Abstract
A linear regression model in conjunction with cluster analysis was applied to the groundwater quality parameters for the Vaniyambadi industrial area, Tamil Nadu, India. These physico-chemical parameters were collected from 25 wells by intensive groundwater sampling conducted during January 2010. All the major ions, pH and electrical conductivity were analyzed. The abundances of cations were in the order of Na <Ca <Mg <K and those of anions were in the order of Cl <HCO3 <SO4 <CO3, respectively. This was in agreement with the water types, Na-Cl and Na-Ca-HCO3, determined by the Piper plot. High concentrations of the ions Na, Cl and SO4 were recorded near the tanneries that operate within the study area. While the elevated concentrations of HCO3 and F were observed away from the tanneries. This peculiar hydrochemical behaviour suggests that the chemistry of water is predominantly influenced by tannery effluents and weathering of silicate minerals. Results of the linear regression model yielded 11 regression equations for the 5 most correlated parameters. A dendrogram from the cluster analysis showed 2 major clusters representing the influence of tanneries and geological formations in the study area, which confirmed the results of major ion chemistry.
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APHA (2005) Standard Methods for the Examination of Water and Wastewater [M]. Washington DC, American Public Health Association.
Daraigan S.G., Wahdain A.S., Ahmed S., Mosa B., and Obid M.H. (2011) Linear correlation analysis study of drinking water quality data for AlMukalla City, Hadhramout, Yemen [J]. International Journal of Environmental Sciences. 7, 1692–1701.
Golditch S.S. (1938) A study in rock weathering [J]. The Journal of Geology. 46, 17.
Jalali M. (2005) Major ion chemistry of ground waters in the Bahar area, Hamadan, Western Iran [J]. Env. Geo. 47, 763–772.
Jerry A.N. (1986) Basic Environmental Technology (Water Supply, Waste Disposal and Pollution Control) [M]. New York, Wiley.
Jianhua Si., Feng Qi., Xiaohu W., Yonghong S., Haiyang X., and Zongqiang (2009) Major ion chemistry of groundwater in the extreme arid region Northwest China [J]. Environ. Geol. 57, 1079–1087.
Kumaresan M. and Riyazuddin P. (2008) Factor analysis and linear regression model (LRM) of metal speciation and physico-chemical characters of groundwater samples [J]. Environ. Monit. Assess. 138, 65–79.
Mondal N.C., Saxena V.K., and Singh V.S. (2005) Assessment of groundwater pollution due to tannery industries in and around Dindigul, Tamilnadu, India [J]. Environ. Geol. 48, 149–157.
Piper A.M. (1953) A Graphical Interpretation of Water-analysis [M]. Trans. Am. Geophys Union. 25, 914–928.
Priya K.L. and Arulraj G.P. (2011) A correlation-regression model for the physicochemical parameters of the groundwater in Coimbatore City, India [J]. Environmental Technology. 32, 731–738.
Rajmohan N. and Elango L. (2004) Identification and evolution of hydrogeochemical processes of groundwater environment in an area of the Palar and Cheyyar River Basins, Southern India [J]. Env. Geo. 46, 47–61.
Ravikumar P., Venkatesharaju K., and Somashekar R.K. (2010) Major ion chemistry and hydrochemical studies of groundwater of Bangalore south Taluk, India [J]. Environ. Monit. Assess. 163, 643–653.
Sami K. (1992) Recharge mechanisms and geochemical processes in a semi-arid sedimentary basin, Eastern Cape, South Africa [J]. J. Hydrol. 139, 27–48.
Subramani T., Rajmohan N., and Elango L. (2010) Groundwater geochemistry and identification of hydrogeochemical processes in a hard rock region, Southern India [J]. Environ. Monit. Assess. 162, 123–137.
Vega M., Pardo R., Barrado E., and Deban L. (1998) Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis [J]. Wat. Res. 323, 581–3592.
WHO (1993) Health criteria and other supporting information (Vol. 2), and Drinking-water quality control in small community supplies (Vol. 3) in Guidelines for Drinking-water Quality (2nd edition) [C].
Zhang Q., Kang S., Wang F., Li Chaoliu, and Xu Yanwei (2008) Major ion geochemistry of Nam Co Lake and its sources, Tibetan Plateau [J]. Aquat. Geochem. 14, 321–336.
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Sajil Kumar, P.J., Davis Delson, P., Vernon, J.G. et al. A linear regression model (LRM) for groundwater chemistry in and around the Vaniyambadi industrial area, Tamil Nadu, India. Chin. J. Geochem. 32, 19–26 (2013). https://doi.org/10.1007/s11631-013-0602-x
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DOI: https://doi.org/10.1007/s11631-013-0602-x