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Groundwater quality in Imphal West district, Manipur, India, with multivariate statistical analysis of data

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Abstract

The aim of this paper was to analyze the groundwater quality of Imphal West district, Manipur, India, and assess its suitability for drinking, domestic, and agricultural use. Eighteen physico-chemical variables were analyzed in groundwater from 30 different hand-operated tube wells in urban, suburban, and rural areas in two seasons. The data were subjected to uni-, bi-, and multivariate statistical analysis, the latter comprising cluster analysis (CA), principal component analysis (PCA), and factor analysis (FA). Arsenic concentrations exceed the Indian standard in 23.3 % and the WHO limit in 73.3 % of the groundwater sources with only 26.7 % in the acceptable range. Several variables like iron, chloride, sodium, sulfate, total dissolved solids, and turbidity are also beyond their desirable limits for drinking water in a number of sites. Sodium concentrations and sodium absorption ratio (SAR) are both high to render the water from the majority of the sources unsuitable for agricultural use. Multivariate statistical techniques, especially varimax rotation of PCA data helped to bring to focus the hidden yet important variables and understand their roles in influencing groundwater quality. Widespread arsenic contamination and high sodium concentration of groundwater pose formidable constraints towards its exploitation for drinking and other domestic and agricultural use in the study area, although urban anthropogenic impacts are not yet pronounced.

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References

  • Chakrabarti D, Singh EJ, Das B, Shah BA, Hossain MA, Nayak B, Ahamed S, Singh NR (2008) Groundwater arsenic contamination in Manipur, one of the seven North- Eastern Hill states of India: a future danger. Environ Geol 56:381–390

    Article  Google Scholar 

  • Chakrabarti D, Das B, Rahman MM, Chowdhury UK, Biswas B, Goswami AB, Pal A, Sengupta MK, Ahamed S, Hossain A, Basu G, Roychowdhury T, Das D (2009) Status of groundwater arsenic contamination in the state of West Bengal, India: a 20-year study report. Mol Nutr Food Res 53:542–551

    Article  Google Scholar 

  • Chen K, Jiao JJ, Huang J, Huang R (2007) Multivariate statistical evaluation of trace elements in groundwater in a coastal area in Shenzhen, China. Environ Pollut 147:771–780

    Article  CAS  Google Scholar 

  • CGWB (2009) Ground Water Information Booklet: Imphal West District, Manipur—Technical Report Series D, No. 28/2009-10. Central Ground Water Board, Ministry of Water Resources, Guwahati, India. http://cgwb.gov.in/District_Profile/Manipur/Imphal%20West.pdf. Accessed 6 August 2012

  • CGWB (2010) Ground Water Quality in Shallow Aquifers of India. Central Ground Water Board, Ministry of Water Resources, Faridad, India http://cgwb.gov.in/documents/Waterquality/GW_Quality_in_shallow_aquifers.pdf. Accessed 6 August 2012

  • Clesceri LS, Greenberg AE, Eaton AD (1998) Standard methods for examination of water and wastewater, twentiethth edn. APHA, AWWA, WEF, Washington DC

    Google Scholar 

  • Das B, Talukdar J, Sarma S, Gohain B, Dutta RK, Das HB, Das SC (2003) Fluoride and other inorganic constituents in groundwater of Guwahati, Assam, India. Curr Sci 85:657–661

    CAS  Google Scholar 

  • Duxbury JM, Mayer AB, Lauren JG, Hassan N (2003) Food chain aspects of arsenic contamination in Bangladesh: effects on quality and productivity of rice. J Environ Sci Health Part A: Toxic/Hazard Subst Environ Eng 38:61–69

    Article  CAS  Google Scholar 

  • Gupta SK, Deshpande RD (2004) Water for India in 2050: first-order assessment of available options. Curr Sci 86:1216–1224

    Google Scholar 

  • Guo H, Zhang B, Li Y, Berner Z, Tang X, Norra S, Stüben D (2011) Hydrogeological and biogeochemical constrains of arsenic mobilization in shallow aquifers from the Hetao Basin, Inner Mongolia. Environ Pollut 159:876–883

    Article  CAS  Google Scholar 

  • Helena B, Pardo R, Vega M, Barrado E, Fernandez JM, Fernandez I (2000) Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga river, Spain) by principal component analysis. Water Res 34:807–816

    Article  CAS  Google Scholar 

  • Huq SMI, Joardar JC, Parvin S, Correll R, Naidu R (2006) Arsenic contamination in food-chain: transfer of arsenic into food materials through groundwater irrigation. J Health Popul Nutr 24:305–316

    Google Scholar 

  • Jeevanandam M, Kannan R, Srinivasalu S, Rammohan V (2007) Hydrogeochemistry and groundwater quality assessment of lower part of the Ponnaiyar river basin, Cuddalore district, South India. Environ Monit Assess 132:263–274

    Article  CAS  Google Scholar 

  • Krishna AK, Satyanarayanan M, Govil PK (2009) Assessment of heavy metal pollution in water using Multivariate statistical techniques in an industrial area: a case study from Patancheru, Medak district, Andhra Pradesh, India. J Hazard Mat 167:366–373

    Article  CAS  Google Scholar 

  • Kumar AR, Riyazuddin P (2008) Application of chemometric techniques in the assessment of groundwater pollution in a suburban area of Chennai city, India. Curr Sci 94:1012–1022

    CAS  Google Scholar 

  • Kumar M, Ramanathan AL, Rao MS, Kumar B (2006) Identification and evaluation of hydrogeochemical processes in the groundwater environment of Delhi, India. Environ Geol 50:1025–1039

    Article  CAS  Google Scholar 

  • Kumar M, Ramanathan AL, Keshari AK (2009) Understanding the extent of interactions between groundwater and surface water through major ion chemistry and multivariate statistical techniques. Hydrol Process 23:297–310

    Article  CAS  Google Scholar 

  • Kumar R, Singh RD, Sharma KD (2005) Water resources of India. Curr Sci 89:794–811

    Google Scholar 

  • Kundu MC, Mandal B (2009) Agricultural activities influence nitrate and fluoride contamination in drinking groundwater of an intensively cultivated district in India. Water Air Soil Pollut 198:243–252

    Article  CAS  Google Scholar 

  • Lambrakis N, Antonakos A, Panagopoulos G (2004) The use of multicomponent statistical analysis in hydrogeological environmental research. Water Res 38:1862–1872

    Article  CAS  Google Scholar 

  • Majagi S, Vijaykumar K, Rajshekhar M, Vasanthkumar B (2008) Chemistry of groundwater in Gulbarga district, Karnataka, India. Environ Monit Assess 136:347–354

    Article  CAS  Google Scholar 

  • Nickson R, Sengupta C, Mitra P, Dave SN, Banerjee AK, Bhattacharya A, Basu S, Kakoti N, Moorthy NS, Wasuja M, Kumar M, Mishra DS, Ghosh A, Vaish DP, Srivastava AK, Tripathi RM, Singh SN, Prasad R, Bhattacharya S, Deverill P (2007) Current knowledge on the distribution of arsenic in groundwater in five states of India. J Environ Sci Health Part A 42:1707–1718

    Article  CAS  Google Scholar 

  • Papatheodorou G, Demopoulou G, Lambrakis N (2006) A long-term study of temporal hydrochemical data in a shallow lake using multivariate statistical techniques. Ecol Model 193:759–776

    Article  Google Scholar 

  • Pujari PR, Deshpande V (2005) Source apportionment of groundwater pollution around landfill site in Nagpur, India. Environ Monit Assess 111:43–54

    Article  CAS  Google Scholar 

  • Pujari PR, Soni AK (2009) Sea water intrusion studies near Kovaya limestone mine, Saurashtra coast, India. Environ Monit Assess 154:93–109

    Article  CAS  Google Scholar 

  • Raju NJ, Shukla UK, Ram P (2011) Hydrogeochemistry for the assessment of groundwater quality in Varanasi: a fast-urbanizing centre in Uttar Pradesh, India. Environ Monit Assess 173:279–300

    Article  CAS  Google Scholar 

  • Ravikumar P, Somasekhar RK (2011) Geochemistry of groundwater, Markandeya river basin, Belgaum district, Karnataka State, India. Chin J Geochem 30:51–74

    Article  CAS  Google Scholar 

  • Reghunath R, Murthy TRS, Raghavan BR (2002) The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India. Water Res 36:2437–2442

    Article  CAS  Google Scholar 

  • Sankararamakrishnan N, Sharma AK, Iyenger L (2008) Contamination of nitrate and fluoride in groundwater along the Ganges alluvial plain of Kanpur district, Uttar Pradesh, India. Environ Monit Assess 146:375–382

    Article  CAS  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. Environ Model Softw 22:464–475

    Article  Google Scholar 

  • Simeonov V, Stratis JA, Samara C, Zachariadis G, Voutsa D, Anthemidis A, Sofoniou M, Kouimtzis T (2003) Assessment of the surface water quality in northern Greece. Water Res 37:4119–4124

    Article  CAS  Google Scholar 

  • Singh DK, Singh AK (2002) Groundwater situation in India: problems and perspective. Int J Water Resour Dev 18:563–580

    Article  Google Scholar 

  • Singh KP, 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 Res 38:3980–3992

    Article  CAS  Google Scholar 

  • Singh KP, Malik A, Sinha S (2005a) Water quality assessment and apportionment of pollution sources of Gomti river (India) using multivariate statistical techniques—a case study. Anal Chim Acta 538:355–374

    Article  CAS  Google Scholar 

  • Singh KP, Malik A, Singh VK, Mohan D, Sinha S (2005b) Chemometric analysis of groundwater quality data of alluvial aquifer of Gangetic plain, North India. Anal Chim Acta 550:82–91

    Article  CAS  Google Scholar 

  • Singh SK, Singh CK, Kumar KS, Gupta R, Mukherjee S (2009) Spatial-temporal monitoring of groundwater using multivariate statistical techniques in Bareilly district of Uttar Pradesh, India. J Hydrol Hydromech 57:45–54

    Article  CAS  Google Scholar 

  • Singh UK, Kumar M, Chauhan R, Jha PK, Ramanathan AL, Subramanian V (2008) Assessment of the impact of landfill on groundwater quality: a case study of the Pirana site in western India. Environ Monit Assess 141:309–321

    Article  CAS  Google Scholar 

  • Subba Rao N (2006) Seasonal variation of groundwater quality in a part of Guntur district, Andhra Pradesh, India. Environ Geol 49:413–429

    Article  Google Scholar 

  • Suthar S, Chhimpa V, Singh S (2009) Bacterial contamination in drinking water: a case study in rural areas of northern Rajasthan, India. Environ Monit Assess 159:43–50

    Article  Google Scholar 

  • WHO (2011) Guidelines for Drinking Water Quality, Fourth Edition. World Health Organization, Geneva. http://whqlibdoc.who.int/publications/2011/9789241548151_eng.pdf. Accessed 6 August 2012

  • Yang Y-H, Zhou F, Guo H-C, Sheng H, Liu H, Dao X, He C-J (2010) Analysis of spatial and temporal water pollution patterns in Lake Dianchi using multivariate statistical methods. Environ Monit Assess 170:407–416

    Article  CAS  Google Scholar 

  • Zaheeruddin, Khurshid S (2004) Aquifer geometry and hydrochemical framework of the shallow alluvial aquifers in the western part of the Yamuna River Basin, India. Water Qual Res J Can 39:129–139

    CAS  Google Scholar 

  • Zhang Q, Li Z, Zeng G, Li J, Fang Y, Yuan Q, Wang Y, Ye F (2009) Assessment of surface water quality using multivariate statistical techniques in red soil hilly region: a case study of Xianjiang watershed, China. Environ Monit Assess 152:123–131

    Article  CAS  Google Scholar 

  • Zhou F, Liu Y, Guo H (2007) Application of multivariate statistical methods to water quality assessment of the watercourses in Northwestern New Territories, Hong Kong. EnvironMonit Assess 132:1–13

    CAS  Google Scholar 

Web references

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Acknowledgments

We thank Prof. D. Chakrabarti, Director, School of Environmental Studies, Jadavpur University, Kolkata, India, for his kind help in arsenic and iron analysis.

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Authors and Affiliations

  1. Department of Ecology and Environmental Science, Assam University, Silchar, 788011, India

    Elangbam J. K. Singh & Abhik Gupta

  2. Department of Chemistry, Manipur University, Canchipur, 795003, Manipur, India

    N. R. Singh

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  1. Elangbam J. K. Singh
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  2. Abhik Gupta
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  3. N. R. Singh
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Correspondence to Abhik Gupta.

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Responsible editor: Hailong Wang

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Singh, E.J.K., Gupta, A. & Singh, N.R. Groundwater quality in Imphal West district, Manipur, India, with multivariate statistical analysis of data. Environ Sci Pollut Res 20, 2421–2434 (2013). https://doi.org/10.1007/s11356-012-1127-2

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