Skip to main content
Log in

Expounding major ions chemistry of groundwater with significant controlling factors in a suburban district of Uttar Pradesh, India

  • Published:
Journal of Earth System Science Aims and scope Submit manuscript

Abstract

The insight of this study focuses on extracting significant controlling factors contributing to the deviations of groundwater chemistry in suburban district of western Uttar Pradesh. Q-HCA based grouping of the sampling sites categorized major ions chemistry into moderately mineralized clusters (Cluster 1, 2) and highly enriched clusters with exceeding mean levels for the majority of parameters (Cluster 3, 4). Spatial conformity showed that groundwater quality in the southwest, northwest, and northern regions were predominantly influenced. Clusters’ graphical characterization illustrated controlling mechanism of rock–water interaction (Cluster 1, 2 and 3) and shifting towards evaporative mechanisms (Cluster 4). Coinciding results of Piper and Chadha’s plot revealed that Ca–Mg–HCO3 and mixed type of hydrochemical facies regulating with recharging water, base-exchange and reverse ion exchange processes (Cluster 1, 2 and 3) and composition of Na+K–Cl–SO4 type of water facies (Cluster 4) induced salinization as controlling pathways. Major ionic binary plots indicated the dominance of silicate weathering (Cluster 1 and 2) phenomenon, whereas evaporation processes and chloro-alkaline indices divulged influence of salinization and the cation–anion exchange as the dominant reaction mechanism. Saturation indices attributed the precipitation of aragonite, calcite and dolomite, whereas dissolution of anhydrite and gypsum. Pearson’s correlation highlighted strong association among major ionic complexes and multivariate statistical techniques such as factor component loadings and scores underlined significant controlling factors through F1 loadings causing discharges from man-made point sources (Cluster 3 and 4); F2 and F3 showed mixed sources from peri-urban regions and natural dissolution; F4 scores naturally affected the processes through geogenic phenomenon and F5 affirmed the pollution from point based (fluoride) pollution sources.

Research Highlights

  • The prior Q-Hierarchical cluster analysis (Q-HCA) has aggregated the major ions chemistry of the groundwater into moderately and highly mineralized clusters.

  • Cluster-based graphical characterization of the dataset has revealed rock–water interaction as the controlling mechanism and groundwater types and processes highlighted the influence from anthropic and natural sources.

  • Groundwater primarily originated from silicate weathering, revealed excessive salinization through evaporation plots and cation–anion exchange is the major ionic processes. Saturation indices indicated the potential of precipitation of aragonite, calcite and dolomite whereas dissolution of anhydrite and gypsum.

  • Factor analysis (loadings and score) extracted significant components highlighting heavy influence from anthropogenic, mixed sources, natural and points based pollutions.

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.

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8
Figure 9
Figure 10
Figure 11
Figure 12
Figure 13
Figure 14

Similar content being viewed by others

References

  • Ahada C P S and Suthar S 2017 Hydrochemistry of groundwater in north Rajasthan, India: Chemical and multivariate analysis; Environ. Earth Sci. 76 203.

    Article  Google Scholar 

  • Ansari M 1985 Mineralogy and Geochemistry of REH Soils of Aligarh District (UP) (Doctoral dissertation, Aligarh Muslim University).

  • APHA 2005 Standard methods for the examination of water and wastewater; 21st edn, American Public Health Association, Washington, DC.

    Google Scholar 

  • Appelo C A J and Postma D 2005 Geochemistry groundwater and pollution; 2nd edn, A.A. Balkema Publishers, Leiden.

    Google Scholar 

  • Armanuos A M, Negm A and Valeriano O C S 2016 Groundwater quality investigation using multivariate analysis – case study: Western Nile Delta Aquifer, Egypt; Int. J. Environ. Sci. Dev. 7(1) 1.

    Article  Google Scholar 

  • Ashley R P and Lloyd J W 1978 An example of the use of factor analysis and cluster analysis in groundwater chemistry interpretation; J. Hydrol. 39 355–364.

    Article  Google Scholar 

  • Balaji E, Veeraswamy G, Peiyue L and Siddi Raju R 2019 Factors controlling groundwater chemistry of Renigunta area, Chittoor District, Andhra Pradesh, South India: A multivariate statistical approach; HydroRes. 1 57–62.

    Article  Google Scholar 

  • Banoeng-Yakubo B, Yidana S M and Nti E 2009 Hydrochemical analysis of groundwater using multivariate statistical methods – the Volta region, Ghana; KSCE J. Civil Eng. 13(1) 55–63.

    Article  Google Scholar 

  • Cattell R B 1966 The scree plot test for the number of factors; Multivariate Behavioral Res. 1 140–161.

  • Census 2011 Primary Census Abstracts, Registrar General of India, Ministry of Home Affairs, Government of India, http://www.censusindia.gov.

  • CGWB 2009 Groundwater Brochure of Ghaziabad District, Uttar Pradesh; Central Groundwater Board, http://cgwb.gov.in/District_Profile/UP/Ghaziabad.pdf.

  • Chabukdhara M, Gupta S K, Kotecha Y and Nema A K 2017 Groundwater quality in Ghaziabad district, Uttar Pradesh, India: Multivariate and health risk assessment; Chemosphere 179 167–178.

    Article  Google Scholar 

  • Chadha D K 1999 A proposed new diagram for geochemical classification of natural waters and interpretation of chemical data; Hydrogeol. J. 7(5) 431–439.

    Article  Google Scholar 

  • Chatterjee R, Tarafder G and Paul S 2010 Groundwater quality assessment of Dhanbad district, Jharkhand, India; Bull. Eng. Geol. Environ. 69 137–141.

    Article  Google Scholar 

  • Cloutier V, Lefebvre R, Therrien R and Savard M M 2008 Multivariate statistical analysis of geochemical data as indicative of the hydrogeochemical evolution of groundwater in a sedimentary rock aquifer system; J. Hydrol. 353 294–313.

    Article  Google Scholar 

  • Dalton M G and Upchurch S B 1978 Interpretation of hydrochemical facies by factor analysis; Ground Water 16 228–233.

    Article  Google Scholar 

  • Datta P S and Tyagi S K 1996 Major ion chemistry of groundwater in Delhi area: Chemical weathering processes and groundwater flow regime; J. Geol. Soc. India 47 179–188.

    Google Scholar 

  • Davis S N and Dewiest R J M 1966 Hydrogeology; John Wiley and Sons Inc., New York, USA, 463p.

    Google Scholar 

  • Dragon K 2006 Application of factor analysis to study contamination of a semi-confined aquifer (Wielkopolska Buried Valley aquifer, Poland); J. Hydrol. 331(1) 272–279.

    Article  Google Scholar 

  • Elango L and Kannan R 2007 Depart Chapter 11: Rock–water interaction and its control on chemical composition of groundwater; Dev. Environ. Sci. 5 229–243.

  • Fianko J R, Osae S, Adomako D et al 2009 Relationship between land use and groundwater quality in six districts in the eastern region of Ghana; Environ. Monit. Assess. 153 139.

    Article  Google Scholar 

  • Fisher S R and Mullican W F 1997 Hydrogeochemical evaluation of sodium-sulfate and sodium-chloride groundwater beneath the northern Chihuahua desert, Trans-Pecos, Texas, USA ; Hydrogeol. J. 5(2) 4–16.

    Article  Google Scholar 

  • Garrels R M 1976 A survey of low temperature water mineral relations; In: Interpretation of environmental isotope and hydrogeochemical data in groundwater hydrology; International Atomic Energy Agency, Vienna, pp. 65–84.

  • Gibbs R J 1970 Mechanisms controlling world water chemistry; Science 170(3692) 1088–1090.

    Article  Google Scholar 

  • Greenwood N N and Earnshaw A 1984 Chemistry of the elements; Pergamon Press, Oxford.

    Google Scholar 

  • Güler C, Thyne G D, McCray J E and Turner A K 2002 Evaluation of graphical and multivariate statistical methods for classification of water chemistry data; Hydrogeol. J. 10 455–474.

    Article  Google Scholar 

  • Hardle W and Simar L 2007 Applied multivariate statistical analysis; Springer Verlag, Berlin.

    Google Scholar 

  • Hassen I, Hamzaoui-Azaza F and Bouhlila R 2016 Application of multivariate statistical analysis and hydrochemical and isotopic investigations for evaluation of groundwater quality and its suitability for drinking and agriculture purposes: Case of Oum Ali-Thelepte aquifer, central Tunisia; Environ. Monit. Assess. 188(3) 135.

    Article  Google Scholar 

  • Hem J D 1991 Study and interpretation of the chemical characteristics of natural water; U.S. Geological Survey, Water Supply Paper 2254, Scientific Publishers, Jodhpur.

  • Holden W S 1970 Water treatment and examination; London J and A Churchill Publishers, London.

    Google Scholar 

  • Hossain Md G, Selim Reza A H M, Lutfun-Nessa M and Ahmed S S 2013 Factor and cluster analysis of water quality data of the groundwater wells of Kushtia, Bangladesh: Implication for arsenic enrichment and mobilization; J. Geol. Soc. India 81 377–384.

    Article  Google Scholar 

  • Jammel A and Hussain A Z 2003 Impact of sewage on the quality of Uyakandan channel water of River Cauvery at Tiruchirapalli; Indian J. Environ. Prot. 23(6) 660–662.

    Google Scholar 

  • Jankowski J and Acworth R 1997 Impact of debris flow deposits on hydrogeo-chemical process and the development of dry land salinity in the Yass River Catchment, New South Wales, Australia; Hydrogeol. J. 5 71–88.

    Article  Google Scholar 

  • Jolliffe I 2011 Principal component analysis. In International encyclopedia of statistical science; Springer, Berlin, pp. 1094–1096.

    Chapter  Google Scholar 

  • Kaiser H F 1959 Computer program for varimax rotation in factor analysis; Educ. Psychol. Meas. 19(3) 413–420.

    Article  Google Scholar 

  • Kanagaraj G, Elango L, Sridhar S G D and Gowrisankar G 2018 Hydrogeochemical processes and influence of seawater intrusion in coastal aquifers south of Chennai, Tamil Nadu, India; Environ. Sci. Pollut. Res. 25 8989–9011.

    Article  Google Scholar 

  • Kaur L, Rishi M S, Sharma S, Sharma B, Lata R and Singh G 2019 Hydrogeochemical characterization of groundwater in alluvial plains of River Yamuna in Northern India: An insight of controlling processes; J. King Saud Univ. Sci. 31(4) 1245–1253.

    Article  Google Scholar 

  • Krishna Kumar S, Logeshkumaran A, Magesh N S, Godson P S and Chandrasekar N 2015 Hydro-geochemistry and application of water quality index (WQI) for groundwater quality assessment, Anna Nagar, part of Chennai City, Tamil Nadu, India; Appl. Water Sci. 5 335–343.

    Article  Google Scholar 

  • Kumar S K, Rammohan V, Sahayam J D and Jeevanandam M 2009 Assessment of groundwater quality and hydrogeochemistry of Manimuktha River basin, Tamil Nadu, India; Environ. Monit. Assess. 159(14) 341.

    Article  Google Scholar 

  • Kumari S, Singh A K, Verma A K and Yaduvanshi N P S 2014 Assessment and spatial distribution of groundwater quality in industrial areas of Ghaziabad, India; Environ. Monit. Assess. 186 501–514.

    Article  Google Scholar 

  • Li P Y, Qian H and Wu J H 2011 Hydrochemical characteristics and evolution laws of drinking groundwater in Pengyang County, Ningxia, Northwest China; E-J. Chemistry 8(2) 565–575.

    Article  Google Scholar 

  • Li X, Wu H, Qian H and Gao Y 2018 Groundwater chemistry regulated by hydrochemical processes and geological structures: A case study in Tongchuan, China; Water 10(3) 338.

    Article  Google Scholar 

  • Liu G D, Wu W L and Zhang J 2005 Regional differentiation of non-point source pollution of agriculture-derived nitrate nitrogen in groundwater in northern China; Agr. Ecosyst. Environ. 107(23) 211–220.

    Article  Google Scholar 

  • Mackenzie F J and an Garrells R H, 1965 Silicates: Reactivity with sea water; Sci. J. 150 57–58.

    Google Scholar 

  • Marandi A and Shand P 2018 Groundwater chemistry and the Gibbs diagram; Appl. Geochem. 97 209–212.

    Article  Google Scholar 

  • Masindi K and Abiye T 2018 Assessment of natural and anthropogenic influences on regional groundwater chemistry in a highly industrialized and urbanized region: A case study of the Vaal River Basin, South Africa; Environ. Earth Sci. 77(722) 1–14.

    Google Scholar 

  • Matalas N C and Reiher B J 1967 Some comments on the use of factor analyses; Water Resour. Res. 3(1) 213–223.

    Article  Google Scholar 

  • Mehta L and Karpouzoglou T 2015 Limits of policy and planning in peri-urban waterscapes: The case of Ghaziabad, Delhi, India; Habitat Int. 48(7) 159–168.

    Article  Google Scholar 

  • Meyback M 1987 Global chemical weathering surficial rocks estimated from river dissolved loads; Am. J. Sci. 287 401–428.

    Article  Google Scholar 

  • Nagaraju A, Sunil Kumar K, Thejaswi A and Sharifi Z 2014 Statistical analysis of the hydrogeochemical evolution of groundwater in the Rangampeta area, Chittoor District, Andhra Pradesh, South India; Am. J. Water Resour. 2(3) 63–70.

    Article  Google Scholar 

  • Papatheodorou G, Demopoulou G and Lambrakis N 2006 A long-term study of temporal hydrochemical data in a shallow lake using multivariate statistical techniques; Ecol. Model. 193(3) 759–776.

    Article  Google Scholar 

  • Piper A M 1953 A graphic procedure I the geo-chemical interpretation of water analysis; USGS Groundwater, 12p.

  • Rajmohan N and Elango L 2004 Identification and evolution of hydrogeochemical processes in the groundwater environment in an area of the Palar and Cheyyar River basins, southern India; Environ. Geol. 46 47–61.

    Google Scholar 

  • Raju N J, Shukla U K and Ram P 2011 Hydrogeochemistry for the assessment of groundwater quality in Varanasi: A fast-urbanizing center in Uttar Pradesh, India; Environ. Monit. Assess. 173 279–300.

    Article  Google Scholar 

  • Rao N S, Marghade D, Dinakar A, Chandana I, Sunitha B, Ravindra B and Balaji T 2017 Geochemical characteristics and controlling factors of chemical composition of groundwater in a part of Guntur district, Andhra Pradesh, India; Environ. Earth Sci. 76(21) 747.

    Article  Google Scholar 

  • Ravikumar P, Somashekar R K and Prakash K L 2015 A comparative study on usage of Durov and Piper diagrams to interpret hydrochemical processes in groundwater from SRLIS river basin, Karnataka, India; Elixir Int. J. 80 31,073–31,077.

  • Ravikumar P and Somashekar R K 2017 Principal component analysis and hydrochemical facies characterization to evaluate groundwater quality in Varahi river basin, Karnataka state, India; Appl. Water Sci. 7 745–755.

    Article  Google Scholar 

  • Ravish S, Setia B and Deswal S 2020 Groundwater quality analysis of Northeastern Haryana using multivariate statistical techniques; J. Geol. Soc. India 95 407–416.

    Article  Google Scholar 

  • Rina K, Singh C K, Datta P S, Singh N and Mukherjee S 2013 Geochemical modelling, ionic ratio and GIS based mapping of groundwater salinity and assessment of governing processes in Northern Gujarat, India; ; Environ. Earth Sci. 69(7) 2377–2391.

    Article  Google Scholar 

  • Rizvi N, Katyal D and Joshi V 2015 Assessment of water quality of Hindon River in Ghaziabad and Noida, India by using multivariate statistical methods; J. Global Ecol. Environ. 3(2) 80–90.

    Google Scholar 

  • Rogers R J 1989 Geochemical comparison of groundwater in areas of New England, New York, and Pennsylvania; Groundwater 27 690–712.

    Article  Google Scholar 

  • Sajil Kumar P J and James E J 2016 Identification of hydrogeochemical processes in the Coimbatore district, Tamil Nadu, India; Hydrol. Sci. J. 61(4) 719–731.

    Article  Google Scholar 

  • Samantara M K, Padhi R K, Satpathy K K, Sowmya M and Kumaran P 2015 Groundwater nitrate contamination and use of Cl/Br ratio for source appointment; Environ. Monit. Assess. 187(2) 50.

    Article  Google Scholar 

  • Sawyer C N and McCarty P L 1967 Chemistry of sanitary engineers; 2nd edn. McGraw Hill, New York, 518p.

    Google Scholar 

  • Schoeller H 1977 Geochemistry of groundwater; In: ‘Groundwater Studies – an International Guide for Research and Practice (ed.) Brown R H, Konoplyantsev A A, Ineson J and Kovalevsky V S, pp. 1–18.

    Google Scholar 

  • Selvakumar S, Chandrasekar N and Kumar G 2017 Hydrogeochemical characteristics and groundwater contamination in the rapid urban development areas of Coimbatore, India; Water Resour. Industry 17 26–33.

    Article  Google Scholar 

  • Shainberg I, Rhoades J D and Prather R J 1980 Effect of low electrolyte concentration on clay dispersion and hydraulic conductivity of a sodic soil; Soil Sci. Soc. Am. J. 45 273–277.

    Article  Google Scholar 

  • Singh E J, Gupta A and Singh N R 2013 Groundwater quality in Imphal West district, Manipur, India, with multivariate statistical analysis of data; Environ. Sci. Pollut. Res. Int. 20(4) 2421–2434.

    Article  Google Scholar 

  • Singh U V, Abhishek A, Singh K P, Dhakate R and Singh N P 2014 Groundwater quality appraisal and its hydrochemical characterization in Ghaziabad (a region of Indo-Gangetic plain), Uttar Pradesh, India; Appl. Water Sci. 4(2) 145–157.

    Article  Google Scholar 

  • Singh V K, Bikundia D S, Sarswat A and Mohan D 2012 Groundwater quality assessment in the village of Lutfullapur Nawada, Loni, District Ghaziabad, Uttar Pradesh, India; Environ. Monit. Assess. 184(7) 4473–4488.

    Article  Google Scholar 

  • Srinivasamoorthy K, Chidambaram S, Prasanna M V, Vasanthavihar M, Peter J and Anandhan P 2008 Identification of major sources controlling groundwater chemistry from a hard rock terrain: A case study from Mettur taluk, Salem district, Tamil Nadu, India; J. Earth Syst. Sci. 117(1) 49–58.

    Article  Google Scholar 

  • Subba R N 2002 Geochemistry of groundwater in parts of Guntur district Andhra Pradesh, India; Environ. Geol. 41 552–562.

    Article  Google Scholar 

  • Subba Rao N, John Devadas D and Srinivasa Rao K V 2006 Interpretation of groundwater quality using principal component analysis from Anantapur District, Andhra Pradesh, India; Environ. Geosci. 13 1–21.

    Article  Google Scholar 

  • Subba Rao N and Surya Rao P 2010 Major ion chemistry of groundwater in a river basin: A study from India; Environ. Earth Sci. 61 757–775.

    Article  Google Scholar 

  • Subba Rao N 2018 Groundwater quality from a part of Prakasam district, Andhra Pradesh, India; Appl. Water Sci. 8(1) 30.

    Article  Google Scholar 

  • Subrahmanyam K and Yadaiah P 2001 Assessment of the impact of industrial effluents on water quality in Patancheru and environs, Medak district, Andhra Pradesh, India; Hydrogeol. J. 9 297–312.

    Article  Google Scholar 

  • Thakur T, Rishi M S, Naik P K and Sharma P 2016 Elucidating hydrochemical properties of groundwater for drinking and agriculture in parts of Punjab, India; Environ. Earth Sci. 75 467.

    Article  Google Scholar 

  • Thin P P, Hendrayana H, Wilopo W and Kawasaki S 2018 Assessment of groundwater facies in Wates Coastal Area, Kulon Progo, Yogyakarta, Indonesia; J. Degraded Mining Lands Manage. 5(4) 1389.

    Article  Google Scholar 

  • Thomson J C, Azariah J and Viji R A G 1999 Impact of textile industries on river Noyyal and riverine groundwater quality of Tirupur, India; Poll. Res. 18(4) 359–368.

    Google Scholar 

  • Todd D K and Mays L W 2005 Groundwater Hydrology; Wiley, New York.

    Google Scholar 

  • Tyagi S and Sarma K 2018 Assessment of groundwater quality in different land uses in Ghaziabad district, Uttar Pradesh, India; Environ. We: Int J. Sci. Technol. 13 99–117.

    Google Scholar 

  • Tyagi S and Sarma K 2020 Qualitative assessment, geochemical characterization and corrosion-scaling potential of groundwater resources in Ghaziabad district of Uttar Pradesh, India; Groundw. Sustain. Dev. 10 100370.

    Article  Google Scholar 

  • Uooj R and Ahmad S S 2017 Assessment of soil fluorine spatial distribution around brick kilns using GIS application; Energ. Procedia 107 162–166.

    Article  Google Scholar 

  • UPGWD 2017 Pre-monsoon and post-monsoon ground water level data (in mbgl); Ground Water Department, Government of Uttar Pradesh, http://upgwd.gov.in/MediaGallery/WLD08092017.pdf

  • WHO 2011 Guidelines for drinking-water quality; 4th edn. World Health Organization, Geneva, Switzerland.

    Google Scholar 

  • Winston R B 2000 Graphical user interface for MODFLOW, version 4; US Geol. Surv. 00–315 27.

    Google Scholar 

  • Wu J, Li P, Qian H, Duan Z and Zhang X 2014 Using correlation and multivariate statistical analysis to identify hydrogeochemical processes affecting the major ion chemistry of waters: A case study in Laoheba phosphorite mine in Sichuan, China; Arab. J. Geosci. 7 3973–3982.

    Article  Google Scholar 

  • Yadav B P, Das A K, Singh K V and Manik S K 2017 Rainfall statistics of India-2017; Hydromet Division, Indian Meteorological Department, Ministry of Earth Sciences, New Delhi.

    Google Scholar 

Download references

Acknowledgements

The first author would like to acknowledge the University Grant Commission, India for funding the doctoral research in the form of Junior Research Fellowship (JRF). The authors would like to thank the Director (Research and Consultancy) for providing financial assistance in the form of the Faculty Research Grant Scheme (FRGS) (GGSIPU/DRC/FRGS/2019-20/1553/53) to carry out the present research study. They also express gratitude for the research infrastructure provided by the USEM GGSIP University, Dwarka, New Delhi.

Author information

Authors and Affiliations

Authors

Contributions

Shipra Tyagi has designed the research work through data collection, analysis, interpretation and conceptualization of the manuscript and Kiranmay Sarma has contributed in the final editing and critical revision of the manuscript.

Corresponding author

Correspondence to Shipra Tyagi.

Additional information

Communicated by C T Dhanya

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tyagi, S., Sarma, K. Expounding major ions chemistry of groundwater with significant controlling factors in a suburban district of Uttar Pradesh, India. J Earth Syst Sci 130, 169 (2021). https://doi.org/10.1007/s12040-021-01629-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12040-021-01629-8

Keywords

Navigation