Spatial-Temporal Monitoring of Groundwater Using Multivariate Statistical Techniques in Bareilly District of Uttar Pradesh, India

Singh, Sudhir; Singh, Chander; Kumar, Kewat; Gupta, Ramvtar; Mukherjee, Saumitra

doi:10.2478/v10098-009-0005-1

Abstract

Monitoring of groundwater quality in Bareilly district, Uttar Pradesh, India, was performed at 10 different sites during the years 2005-2006. Obtained quality parameters were treated using principal component analysis (PCA) and cluster analysis (CA). The study shows usefulness of multivariate statistical techniques for evaluation and interpretation of groundwater quality data sets.

References

AMERICAN PUBLIC HEALTH ASSOCIATION, 1985: Standard methods for the examination of water and waste water (10^th edn). Washington, DC, American Public Health Association.
Search in Google Scholar
BRODNJAK VONCINA D., DOBCNIK D., NOVIC M., ZUPAN J., 2002: Chemometrics characterisation of the quality of river water. Analytica Chimica Acta, 462, 87-100.10.1016/S0003-2670(02)00298-2
Search in Google Scholar
BRULAND K. W., FRANKS, KNAUER G. A., MARTIN J. H., 1979: Sampling and analytical methods for the determination of copper, cadmium, zinc and nickel at nanogram per liter level in seawater. Analytica Chimica Acta, 105, 233-245.10.1016/S0003-2670(01)83754-5
Search in Google Scholar
CHARKHABI A.H., SAKIZADEH M., 2006: Assessment of spatial variation of water quality parameters in the most polluted branch of the Anzali wetland, Northern Iran. Polish J. Environmental Studies, 15, 395-403.
Search in Google Scholar
EINAX J. W., TRUCKENBRODT D., KAMPE O., 1998: River pollution data interpreted by means of chemometric methods. Microchemical J., 58, 315-324.10.1006/mchj.1997.1560
Search in Google Scholar
HELENA B., PARDO R., VEGA M., BARRADO E., FERNANDEZ J.M., FERNA′NDEZ L., 2000: Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga river, Spain) by principal component analysis. Water Research., 34, 807-816.10.1016/S0043-1354(99)00225-0
Search in Google Scholar
KIM J.H., KIM R.H., LEE J., CHEONG T.J., YUM B.W., CHANG H.W., 2005: Multivariate statistical analysis to identify the major factors governing groundwater quality in the coastal area of Kimje, South Korea. Hydrological Processes, 19, 1261-1276.10.1002/hyp.5565
Search in Google Scholar
KIM J.O., MUELLER C.W., 1987: Introduction to factor analysis: what it is and how to do it. Quantitative Applications in the Social Sciences Series. Sage University Press, Newbury Park.
Search in Google Scholar
KOWALKOWSKI T., ZBYTNIEWSKI R., SZPEJNA J., BUSZEWSKI B., 2006: Application of chemometrics in river water classification. Water Research., 40, 744-752.10.1016/j.watres.2005.11.042
Search in Google Scholar
LEE J.Y., CHEON J.Y., LEE K.K., LEE S.Y., LEE M.H., 2001: Statistical evaluation of geochemical parameter distribution in a ground water system contaminated with petroleum hydrocarbons. Journal of Environmental Quality, 30, 1548-1563.10.2134/jeq2001.3051548x
Search in Google Scholar
LIU C. W., LIN K. H., KUO Y. M., 2003: Application of factor analysis in the assessment of groundwater quality in black foot disease in Taiwan. The Science of the Total Environment., 313, 77-89.10.1016/S0048-9697(02)00683-6
Search in Google Scholar
MARQUES DA SILVA A. M., SACOMANI L. B., 2001: Using chemical and physical parameters to define the quality of Pardo river water (Botucatu - SP-Brazil). Water Research., 35, 1609-1616.10.1016/S0043-1354(00)00415-2
Search in Google Scholar
MENDIGUCHIA C., MORENO C., GALINDO RIANO M. D., GARCIA VARGAS M., 2004: Using chemometric tools to assess anthropogenic effect in river water, a case study: Guadalquivir River (Spain). Analytical Chimica Acta, 515, 143-149.10.1016/j.aca.2004.01.058
Search in Google Scholar
NEERI, 1991: Manual of Water and Pollution control. (Vol. 1.)
Search in Google Scholar
OLDHAM R. D., 1917: The structure of the Himalayas and of the Gangetic Plain, as elucidated by geodetic observations in India. Mem. Geol. Survey of India, XLII, 2, Calcutta.
Search in Google Scholar
OUYANG Y., 2005: Evaluation of river water quality monitoring stations by principal component analysis. Water Research., 39, 2621-2635.10.1016/j.watres.2005.04.024
Search in Google Scholar
OUYANG Y., NKEDI KIZZA P., WU Q. T., SHINDE D., HUANG C. H., 2006: Assessment of seasonal variations in surface water quality. Water Research., 40, 3800-3810.10.1016/j.watres.2006.08.030
Search in Google Scholar
PASCOE E.S., 1968: A manual of the geology of India and Burma, Government of India, Pub.
Search in Google Scholar
REGHUNATH R., MURTHY T.R.S., RAGHAVAN B.R., 2002: The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India. Water Research., 36, 2437-2442.10.1016/S0043-1354(01)00490-0
Search in Google Scholar
SHRESTHA S., KAZAMA F., 2007: Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan. Environmental Modeling and Assessment, 22, 464-475.10.1016/j.envsoft.2006.02.001
Search in Google Scholar
SIMEONOV V., EINAX J. W., STANIMIROVA I., KRAFT J., 2002: Environmetric modeling and interpretation of river water monitoring data. Analytical and Bioanalytical Chemistry, 374, 898-905.10.1007/s00216-002-1559-5
Search in Google Scholar
SIMEONOV V., SARBU C., MASSART D. L., TASAKOVSKI S., 2001: Danube river water data modeling by multivariate data analysis. Microchimica Acta, 137, 243-248.10.1007/s006040170017
Search in Google Scholar
SIMEONOV V., SIMEONOVA P., TSITOURIDOU R., 2004: Chemometric quality assessment of surface waters: two case studies. Chemical and Engineering Ecology, 11, 6, 449-469.
Search in Google Scholar
SIMEONOV V., STEFANOV S., TASAKOVSKI S., 2000: Environmetrical treatment of water quality survey data from Yantra River, Bulgaria. Microchimica Acta, 134, 15-21.10.1007/s006040070047
Search in Google Scholar
SIMEONOV V., STRATIS J.A. SAMARA C., ZACHARIADIS G., VOUTSA D., ANTHEMIDIS A. et al., 2003: Assessment of the surface water quality in Northern Greece. Water Research., 37, 4119-4124.10.1016/S0043-1354(03)00398-1
Search in Google Scholar
SIMEONOVA P., SIMEONOV V., ANDREEV G., 2003: Environmetric analysis of the Struma River water quality. Central European J. Chemistry, 2, 121-126.10.2478/BF02479264
Search in Google Scholar
SINGH K.P., MALIK A., SINGH V.K., 2005a: Chemometric analysis of hydro-chemical data of an alluvial river - A case study. Water, Air and Soil Pollution, 170, 383-404.10.1007/s11270-005-9010-0
Search in Google Scholar
SINGH K.P., MALIK A., SINHA S., 2005b: Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques-A case study. Analytical Chimica Acta, 538, 355-374.10.1016/j.aca.2005.02.006
Search in Google Scholar
SINGH K.P., MALIK A., MOHAN D., SINHA S., 2004: Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India) - A case study. Water Research., 38, 3980-3992.10.1016/j.watres.2004.06.011
Search in Google Scholar
SOTELO F.M., ANDRADE J.M., CARLOSENA A., TAULER R., 2007: Temporal characterization of river waters in urban and semi-urban areas using physico-chemical parameters and chemometrics methods. Analytical Chimica Acta, 583, 128-137.10.1016/j.aca.2006.10.011
Search in Google Scholar
SUNDARAY S.K., PANDA U.C., NAYAK B.B., BHATTA D., 2006: Multivariate statistical techniques for the evaluation of the Mahanadi river-estuarine system (India) - A case study. Environmental Geochemistry and Health, 28, 317-330.10.1007/s10653-005-9001-5
Search in Google Scholar
SUESS E., 1904-1924: The Face of the Earth, 5 Vols., Clarendon press, Oxford.
Search in Google Scholar
TARRADO M., BARCELO D., TAULER R., 2006: Identification and distribution of contamination sources in the Erbo river basin by chemometrics modeling coupled to geographical information systems. Talanta, 70, 691-704.10.1016/j.talanta.2006.05.041
Search in Google Scholar
VEGA M., PARDO R., BARRADO E., DEBAN L., 1998: Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis. Water Research., 32, 3581-3592.10.1016/S0043-1354(98)00138-9
Search in Google Scholar
WUNDERLIN D.A., DIAZ M.P., AME M.V., PESCE S.F., HUED A.C., BISTONI M.A., 2001: Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquia river basin (Cordoba, Argentina). Water Research., 35, 2881-2894.
Search in Google Scholar
ZEILHOFER P., LIMA E.B.N.R., LIMA G.A. R., 2006: Spatial patterns of water quality in the Cuiaba river basin, Central Brazil. Environmental Monitoring and Assessment, 123, 41-62.10.1007/s10661-005-9114-417089078
Search in Google Scholar

Spatial-Temporal Monitoring of Groundwater Using Multivariate Statistical Techniques in Bareilly District of Uttar Pradesh, India

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