Skip to main content
Log in

Assessment of water quality index and multivariate analysis of high altitude sacred Lake Prashar, Himachal Pradesh, India

  • Original Paper
  • Published:
International Journal of Environmental Science and Technology Aims and scope Submit manuscript

Abstract

A study was carried out to analyze the physicochemical parameters of sacred lake during November 2015–October 2016. Keeping in view the purpose of the study different analysis has been done to check the water quality of the Prashar Lake. Water quality was evaluated seasonally by using water quality index (WQI), which reflect the defined and future use of water. Different statistical methods: Pearson’s correlation, cluster analysis and principal component analysis, were executed for the water quality parameters. WQI ranged between 23 and 50 in different seasons (winter > spring > autumn > summer > monsoon). Cluster analysis of similarity indicated the relationship intensity between the seasons as cluster ranging 77–100% during the study period. PCA identified that water temperature, conductivity, turbidity, BOD, TDS, hardness, calcium, phosphate, sodium and potassium were main parameters which reduced the quality of water during the summer and monsoon seasons. The outcome revealed that the main factors which degrade the water quality in monsoon season were mainly entering of tourist-generated waste and surrounding erosion due to overgrazing on the Prashar Lake area.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Adebisi AA (1980) The physicochemical hydrology of a tropical seasonal river upper Ogun river. Hydrobiologia 79:157–165

    Article  Google Scholar 

  • Anshumali Ramanathan AL (2007) Seasonal variation in the major ion chemistry of Pandoh Lake, Mandi District, Himachal Pradesh, India. Appl Geochem 22:1736–1747

    Article  CAS  Google Scholar 

  • APHA (American Public Health Association) (2005) Standard methods for the examination of water and waste water. American Public Health Association, Washington, DC, pp 1–1368

    Google Scholar 

  • Bhatt IR, Lacoul P, Lekhale HD, Jha PK (1999) Physico-chemical characteristics and phytoplanktons of Taudaha lake. Kathmandu Poll Res 18(4):353–358

    CAS  Google Scholar 

  • Brown RM, Mccleiland NJ, Deiniger RA, Connor MFA (1972) Water quality index—crossing the physical barrier. In: Proc. intl conf on water poll res, Jerusalem, vol 6, pp 787–797

  • Esakkimuthu K, Kumar KPV, Ponram P (2015) Assessment of water-polluting sources by multivariate statistical methods in Putheri Lake, Kanyakumari, Tamil Nadu, India [08°12′27.1″N 77°25′54.7″E]. Sustain Water Resour Manag 1:349

    Article  Google Scholar 

  • Etim EE, Odoh R, Itodo AU, Umoh SD, Lawal U (2013) Water quality index for the assessment of water quality from different sources in the Niger Delta region of Nigeria. Front Sci 3:89–95

    Google Scholar 

  • Jemi RJ, Balasingh GSR (2011) Studies on physico-chemical characteristics of freshwater temple ponds in Kanyakumari district (South Tamil Nadu). Int J Geol Earth Environ Sci 1:59–62

    Google Scholar 

  • Joliffe IT (ed) (2002) Principal component analysis, 2nd edn. Springer, Germany, pp 2–3

    Google Scholar 

  • Kangabam RD, Bhoominathan SD, Kanagaraj S, Govindaraju M (2017) Development of a water quality index (WQI) for the Loktak Lake in India. Appl Water Sci 7:2907–2918

    Article  CAS  Google Scholar 

  • Kazi TG, Arain MB, Jamali MK, Jalbani N, Afridi HI, Sarfraz RA, Baig JA, Shah AQ (2009) Assessment of water quality of polluted lake using multivariate statistical techniques: a case study. Ecotoxicol Environ Saf 72:301–309

    Article  CAS  Google Scholar 

  • Khan MAG, Chowdhury SH (1994) Physical and chemical limnology of lake Kaptai, Bangladesh. Trop Ecol 35:35–51

    CAS  Google Scholar 

  • Kumar V, Rai SP, Singh O (2006) Water quantity and quality of Mansar Lake located in the Himalayan foothills, India. J Lake Reserv Manag 22:191–198

    Article  CAS  Google Scholar 

  • Kumar P, Wanganeo A, Sonaullah F, Wanganeo R (2012) Limnological study on two high altitude Himalayan ponds, Badrinath, Uttarakhand. Int J Ecosyst 2:103–111

    Article  Google Scholar 

  • Lumb A, Sharma TC, Bibeault JF (2011) A review of genesis and evolution of water quality index (WQI) and some future directions. Water Qual Expo Health 3:11–24

    Article  Google Scholar 

  • Mohan M, Omana PK (2007) Statistical analysis of water quality data from a Ramsar site, Vembanadu backwaters, southeast coast of India. Asian J Microbiol Biotechnol Environ Sci 9:313–320

    CAS  Google Scholar 

  • Mustapha MK (2008) Assessment of the water quality of Oyun reservoir, Offa, Nigeria, using selected physico-chemical parameters. Turkish J Fish Aquat Sci 8:309–319

    Google Scholar 

  • Najar IA, Khan AB (2012) Assessment of water quality and identification of pollution sources of three lakes in Kashmir, India, using multivariate analysis. Environ Earth Sci 66:2367

    Article  CAS  Google Scholar 

  • Otto M (1998) Multivariate methods. In: Kellner R, Mermet JM, Otto M, Widmer HM (eds) Analytical chemistry. Wiley/VCH, Weinheim, p 916

    Google Scholar 

  • Parashar C, Verma N, Dixit S, Shrivastava R (2008) Multivariate analysis of drinking water quality parameters in Bhopal, India. Environ Monit Assess 140:119–122

    Article  CAS  Google Scholar 

  • Parikh AN, Mankodi PC (2012) Limnology of Sama pond, Vadodara city, Gujarat. Res J Recent Sci 1:16–21

    CAS  Google Scholar 

  • Rawat MS, Sharma RC (2005) Phytoplankton population of Garhwal Himalayam lake Deoria Tal, Uttranchal. J Ecophysiol Occup Health 5:73–76

    Google Scholar 

  • Sharma M (2014) Water quality assessment of the Central Himalayan Lake. Adv Environ Chem, Nainital. https://doi.org/10.1155/2014/473074

    Book  Google Scholar 

  • Singh Y, Khattar JIS, Singh DP, Rahi P, Gulati A (2014) Limnology and cyanobacterial diversity of high altitude lakes of Lahaul-Spiti in Himachal Pradesh, India. J Biosci 39:643–657

    Article  CAS  Google Scholar 

  • Singh VB, Ramanathan AL, Mandal A (2016) Hydrogeochemistry of high-altitude lake: a case study of the Chandra Tal, Western Himalaya, India. Arab J Geosci 9:308

    Article  CAS  Google Scholar 

  • Sivasankar V, Gomathi R (2011) Fluoride and other quality parameters in the groundwater samples of Pettaivaithalai and Kulithalai areas of Tamil Nadu, Southern India. Water Qual Expo Health 1:123–134

    Article  CAS  Google Scholar 

  • Solanki VR, Hussain MM, Raja SS (2010) Water quality assessment of Lake Pandu Bodhan, Andhra Pradesh State, India. Environ Monit Assess 163:411–419

    Article  CAS  Google Scholar 

  • Verma SR, Dabas RS, Rani S (1984) Limnological studies on Badkhal and Peacock lake of Haryana. Limnologica (Berlin) 16:71–180

    CAS  Google Scholar 

  • Wetzel RG, Likens GE (1991) Limnological analyses, 2nd edn. Springer, New York, pp 1–175

    Book  Google Scholar 

  • WHO (World Health Organisation) (2011) Guidelines for drinking water quality. World Health Organisation, Geneva

    Google Scholar 

Download references

Acknowledgements

One of the authors (Rama Kumari) is thankful to University Grants Commission and H.N.B. Garhwal (A Central University) for providing Central University fellowship for undertaking the present work.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to R. Kumari.

Ethics declarations

Conflict of interest

Authors declare no conflict of interest.

Additional information

Editorial responsibility: M. Abbaspour.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kumari, R., Sharma, R.C. Assessment of water quality index and multivariate analysis of high altitude sacred Lake Prashar, Himachal Pradesh, India. Int. J. Environ. Sci. Technol. 16, 6125–6134 (2019). https://doi.org/10.1007/s13762-018-2007-1

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13762-018-2007-1

Keywords

Navigation