Application of Multivariate Statistical Techniques for the Characterization of Groundwater Quality of Bacheli and Kirandul Area, Dantewada District, Chattisgarh

Authors

  • ITER, Sikshya "O" Anusandhan University, Jagamara, Khandgiri, Bhubaneswar,Odisha - 751 030
  • ITER, Sikshya "O" Anusandhan University, Jagamara, Khandgiri, Bhubaneswar,Odisha - 751 030

DOI:

https://doi.org/10.1007/s12594-018-0822-0

Abstract

Either naturally occurring process or human activities may have a significant impact on the quality of sub-surface waters which further limit its use. Multivariate statistical techniques such as factor analysis (FA), cluster analysis (CA) were applied for the evaluation of spatial variations and the interpretation of ground water quality data around Bacheli and Kirandul area. The major anions, cations and heavy metals were determined for each of 20 samples collected in pre-monsoon seasons. Hydrochemical parameters like EC, pH, TDS, TH, TA, Na+, K+, Ca2+, Cl-, F-, SO42- , As, Sb, Se, Pb, Cd, Zn, Cu were estimated in pre monsoon and post monsoon seasons. Different geochemical controls of the investigated parameters were also assessed. Factor 1 explains 33.47% of the total variance and indicates atmospheric controls and silicate mineral weathering process. Factor 2 explains 13.83% of total variance, indicating silicate mineral weathering process resulting in elevated pH. Generally, water types tend towards magnesium-bicarbonate-chloride.

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

Issue

Section

Research Articles

Published

2018-01-01

How to Cite

Behera, B., & Das, M. (2018). Application of Multivariate Statistical Techniques for the Characterization of Groundwater Quality of Bacheli and Kirandul Area, Dantewada District, Chattisgarh. Journal of Geological Society of India, 91(1), 76–80. https://doi.org/10.1007/s12594-018-0822-0

References

Appelo, C.A.J., Postma., (1993) Geochemistry, groundwater and Pollution. Balkema, Rotterdam, the Netherlands.

Adams,S .,T itus, R., Piterson, K.,Tredoux, G. & Harris.(2001) Hydro chemical characteristics of aquifers near Sutherland in the western Karoo,South Africa: Jour. Hydrol., v.241, pp.333-352

Aiuppa, A., Bellomo, S., Brusca, L., D'Alessandro, W. & Federico, C. (2003) Natural and anthropogenic factors affecting groundwater quality of an active volcano (Mt.Etna,Italy): Applied Geochemistry,v.18,p.23-60

Davis, J.C. (1973) Statistics and data analysis in Geology: John Wiley and Sons, New york.

Gupta, S.K., Deshpande, R.D. (2004) Water for India in 2050: first-order assessment of available options. Curr. Sci., v.86, pp.1216-1223.

Helena, B, Pardo, M., Vega, E., Barrado, J.M. Fernandez and Fernandez, L. (2000) Temporal evolution of groundwater composition in an alluvial aquifer pisuerga River ,spain by principal component analysis. Water Res., v.34(3),pp.807-816.

Helena, B., Pardo, B., Vega, Barrado, M., Fernandez, J.M. and Fernandez, L. (2000), Water Res., v.3, pp.219

Huang.Y.C., Wu, N. and Cheng, P.J. (2005) Characterization of groundwater quality by multivariate statistical analysis: example from Kaohsiung Country, Taiwan. In: Water and Waste water Management for Developing Countries,eds K Mathew and I Nhapi, water and Environment Management series,IWA publishing, London.

Kaiser, H.F. (1958) The varimax criteria for analytical rotation in factor analysis. Psychometrika, v.23(3), pp.187-200,

Mishra, A. and Bhatt, V., (2008) E-journal of Chemistry, v.5, p.487.

Jayakumar, R and Siraz, L. (1997) Factor analysis in hydro geochemistry of coastal aquifers a preliminary study: Environ. Geol., v.31.p.174-177.

Schot, p.p and vander Waal, J. (1992) Human impact on regional groundwater composition through intervention in natural flow patterns and changes in land use. Jour.f Hydrol., v.134, pp.297-313.

Simeonov, V., Einax, JW., Stanimirova, I. and Kraft, J.K. (2002), Anal. Bional. Chem, v.374, pp.898.

Subramani, T., Elango ,L., Damodarasamy, S.R. (2005) Groundwater quality and its suitability for drinking and agricultural use in Chithar River Basin, TmilNadu, India. Environ. Geol., v.47, pp.1099-1110. DOI: 10.1007/ s00254-005-1243-0.

Wu, T.N., C.huang, Y. Lee, M.S. and Rao C.M., (2005) Source identification of groundwater pollution with the aid of multivariate statistical analysis. Water Science, and Technology. Water Supply, v,56), pp.281-288.