Skip to main content

Assessment of Heavy Metals in Sediments from Exploratory Wells for Riverbank Filtration Sites Impacted by Extreme Environmental Conditions Using Principal Component Analysis

  • Chapter
  • First Online:
Groundwater and Water Quality

Part of the book series: Water Science and Technology Library ((WSTL,volume 119))

Abstract

Heavy metal contamination of sediments is often observed as a result of the expansion of industrial sectors and agro-economic systems, especially in developing regions. The high pollution of the river Yamuna in India, especially the substantial heavy metal contamination not only to the river but also increasingly to groundwater in Mathura and Agra regions is of concern for the production of drinking water. Consequently, this study focused on a prognosis of the risk of heavy metal contamination during the investigations for a new riverbank filtration (RBF) site in the cities of Mathura and Agra. Twenty sediment samples were taken at each site during the drilling of an exploratory well for RBF up to a depth of 30 m. The heavy metals As, Cd, Cr, Cu, Fe, Mn, Ni, Pb and Zn were analysed in soil and aquifer sediments and water from the exploratory wells. Principal component analysis (PCA) was subsequently performed for the heavy metal concentrations in the soil and sediment samples. In general, the heavy metal concentrations found in the aquifer sediments were significantly lower compared to concentrations in riverbed material reported in literature, lower than WHO limits for agricultural soils (except Cd and Pb in Agra) and lower than values in other literature sources. While the heavy metal concentrations found in the exploratory well water in Mathura were generally found to be within the WHO drinking water guideline limits, the mean concentrations of Cd and Pb in the exploratory well in Agra significantly exceeded the WHO guideline values. The study concluded that the risk of leaching of heavy metals and consequent contamination to groundwater by the vertical movement of irrigation water is expected to be significantly greater compared to the movement of infiltrated river water through the riverbed during the RBF. Consequently, caution should be exercised when selecting flood-plain areas for new RBF sites that have been irrigated in the past with surface water impacted by heavy metals. The major sources of heavy metals identified by PCA were mainly natural and to a certain extent anthropogenic, especially in the upper layers of the soil/aquifer and is also indicative of a lesser risk of heavy metal contamination during RBF. Nevertheless, for RBF to be effective at new sites impacted by extreme environmental conditions, well-head and source-protection zones have to be implemented to avoid contamination of the aquifer from above ground anthropogenic activities. Furthermore, frequent water quality monitoring for not only heavy metals, but also other parameters in the RBF well(s), river and ambient (landward side) groundwater is important.

Former affiliation of the Author N. C. Ghosh—Groundwater Hydrology Division, National Institute of Hydrology, Roorkee, Uttarakhand, India.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  • Ahmed S, Khurshid S, Qureshi F, Hussain A, Bhattacharya A (2018) Heavy metals and geo-accumulation index development for groundwater of Mathura city, Uttar Pradesh. Desalination Water Treat 138:291–300

    Article  Google Scholar 

  • Ahmed S, Khurshid S, Madan R, Abu Amarah BA, Naushad M (2020) Water quality assessment of shallow aquifer based on Canadian Council of Ministers of the environment index and its impact on irrigation of Mathura District, Uttar Pradesh. J King Saud Univ Sci 32:1218–1225

    Google Scholar 

  • Ajmal M, Khan MA, Nomani AA (1985) Distribution of heavy metals in water and sediments of selected sites of Yamuna river (India). Environ Monit Assess 5(2):205–2014

    Article  Google Scholar 

  • Bartak R, Page D, Sandhu C, Grischek T, Saini B, Mehrotra I, Jain CK, Ghosh NC (2015) Application of risk-based assessment and management to riverbank filtration sites in India. J Water Health 13(1):174–189

    Article  Google Scholar 

  • Bhargava DS (2006) Revival of Mathura’s ailing Yamuna river. Environmentalist 26:111–122

    Article  Google Scholar 

  • Brümmer GW, Gerth J, Herms U (1986) Heavy metal species, mobility and availability in soils. Z Pflanzenernährung Bodenkunde 149:382–398

    Article  Google Scholar 

  • Census of India (2011) City census. Office of the registrar general and census commissioner, India, Ministry of Home Affairs, Government of India. https://www.census2011.co.in/city.php. Accessed 2 Mar 2021

  • Chakarvorty M, Dwivedi AK, Shukla AD, Kumar S, Niyogi A, Usmani M, Pati JK (2015) Geochemistry and magnetic measurements of suspended sediment in urban sewage water vis-à-vis quantification of heavy metal pollution in Ganga and Yamuna Rivers, India. Environ Monit Assess 187:604–621

    Article  Google Scholar 

  • Chaturvedi A, Bhattacharjee S, Singha AK, Kumar V (2018) A new approach for indexing groundwater heavy metal pollution. Ecol Indic 87:323–331

    Article  Google Scholar 

  • Chukwujindu I, Lari B, Osakwe SA, Tesi GO, Nwajei GE, Martincigh BS (2018) Distribution, sources and ecological risks of metals in surficial sediments of the Forcados River and its Estuary, Niger Delta, Nigeria. Environ Earth Sci 77:227

    Article  Google Scholar 

  • Dillon P, Stuyfzand P, Grischek T et al (2019) Sixty years of global progress in managed aquifer recharge. Hydrogeol J 27(1):1–30

    Article  Google Scholar 

  • EEC/86/278 (1986) Council directive on the protection of the environment, and in particular of the soil, when sewage sludge is used in agriculture. Off J Eur Communities L 181(6):6–12

    Google Scholar 

  • Everitt BS, Dunn G (1992) Applied multivariate data analysis. Oxford University Press, New York, p 304

    Google Scholar 

  • Glorian H, Börnick H, Sandhu C, Grischek T (2018) Water quality monitoring in Northern India for an evaluation of the efficiency of bank filtration sites. Water 10:1804

    Article  Google Scholar 

  • Grischek T, Dehnert J, Nestler W, Treutler HC, Freyer K (1993) Description of system conditions during bank filtration based on investigation of bore cores. In: Proceedings of the 2nd Dresdner Grundwasserforschungstage. Dresden, pp 207–220 (in German)

    Google Scholar 

  • Grischek T, Ray C (2009) Bank filtration as managed surface—groundwater interaction. Int J Water 5(2):125–139

    Article  Google Scholar 

  • Jaiswal M, Hussain J, Gupta SK, Nasr M, Nema AK (2019) Comprehensive evaluation of water quality status for entire stretch of Yamuna River, India. Environ Monit Assess 191:208–224

    Article  Google Scholar 

  • Jankowska J, Radzka E, Rymuza K (2017) Principal component analysis and cluster analysis in multivariate assessment of water quality. J Ecol Eng 18(2):92–96

    Article  Google Scholar 

  • Jansson P-E (1987) Simulated soil temperature and moisture at a clearcutting in central Sweden. Scand J For Res 2:127–140

    Article  Google Scholar 

  • Jha PK (1986) Nature of chemical and sediment load in the Yamuna River Basin. Ph.D thesis, Jawaharlal Nehru University, New Delhi, 207 pp

    Google Scholar 

  • Jha PK, Subramanian V, Sitasawad R, Van Grieken R (1990) Heavy metals in sediments of the Yamuna river (A tributary of the Ganges), India. Sci Tot Environ 95:7–27

    Article  Google Scholar 

  • Khan S (2016–2017) Hydrogeology of Uttar Pradesh. Report, Central Ground Water Board, Northern Region, Lucknow, India

    Google Scholar 

  • Kinuthia GK, Ngure V, Beti D et al (2020) Levels of heavy metals in wastewater and soil samples from open drainage channels in Nairobi, Kenya: community health implication. Sci Rep 10:8434. https://doi.org/10.1038/s41598-020-65359-5

    Article  Google Scholar 

  • Krishan G, Singh S, Sharma A, Sandhu C, Grischek T, Ghosh NC, Gurjar S, Kumar S, Singh RP, Glorian H, Börnick H (2016) Assessment of water quality for river bank filtration along Yamuna River in Agra and Mathura. Int J Environ Sci 7(1):56–67

    Google Scholar 

  • Krishan G, Chandniha SK, Lohani AK, Yadav BK, Arora NK, Singh S, Kumar CP, Sharma LM, Bhardwaj AK (2018) Assessment of heavy metals in relation to soil pollution at Mewat, Haryana, India. Curr World Environ 13(3):299–306

    Article  Google Scholar 

  • Kumar S (2013) Appraisal of heavy metal concentration in selected vegetables exposed to different degrees of pollution in Agra, India. Environ Monit Assess 185:2683–2690

    Article  Google Scholar 

  • Kumar P, Mehrotra I, Börnick H, Schmalz V, Worch E, Schmidt W, Grischek T (2012) Riverbank filtration: an alternative to pre-chlorination. J Indian Water Works Assoc Spec Issue 50–58

    Google Scholar 

  • Lindsay WL, Norwell WA (1978) Development of DTPA of soil test for Zn, Fe, Mn and Cu. J Am Soil Sci 42:421–428

    Article  Google Scholar 

  • Maeng SK (2010) Multiple objective treatment aspects of bank filtration. PhD dissertation, Delft University of Technology and UNESCO-IHE Institute for Water Education, Delft, The Netherlands. CRC Press/Balkema, The Netherlands, 196 pp

    Google Scholar 

  • Misra AK, Mishra A (2006) Groundwater quality monitoring in shallow and deep aquifers in Saidabad Tahsil area, Mathura district, India. Environ Monit Assess 117:345–355

    Article  Google Scholar 

  • Mondal NC, Singh VS, Puranik SC, Singh VP (2010) Trace element concentration in groundwater of Pesarlanka Island, Krishna Delta, India. Environ Monit Assess 163:215–227

    Article  Google Scholar 

  • Nasr M, Zahran H (2016) Performance evaluation of agricultural drainage water using modeling and statistical approaches. Egypt J Aquat Res 42(2):141–148

    Article  Google Scholar 

  • Omwene PI, Öncel MS, Çelen M, Kobya M (2018) Heavy metal pollution and spatial distribution in surface sediments of Mustafakemalpaşa stream located in the world’s largest borate basin (Turkey). Chemosphere 208:782–792

    Article  Google Scholar 

  • Pal R, Dubey RK, Dubey SK, Singh AK (2017) Assessment of heavy metal pollution through index analysis for Yamuna water in Agra Region, India. Int J Curr Microbiol Appl Sci 6(12):1491–1498

    Article  Google Scholar 

  • Paul D (2017) Research on heavy metal pollution of river Ganga: a review. Ann Agrar Sci 15:278–286

    Article  Google Scholar 

  • Reiners WA, Marks RH, Vitousek PM (1975) Heavy metals in subalpine and alpine soils of New Hampshire. Oikos 26:264–275

    Article  Google Scholar 

  • Sandhu C, Grischek T, Börnick H, Feller J, Sharma SK (2019) A water quality appraisal of some existing and potential riverbank filtration sites in India. Water 11:215

    Article  Google Scholar 

  • Sehgal M, Garg A, Suresh R, Dagar P (2012) Heavy metal contamination in the Delhi segment of Yamuna basin. Environ Monit Assess 184:1181–1196

    Article  Google Scholar 

  • Shine JP, Ika RV, Ford TE (1995) Multivariate statistical examination of spatial and temporal patterns of heavy metal contamination in New Bedford Harbor marine sediments. Environ Sci Technol 29(7):1781–1788

    Article  Google Scholar 

  • Singh P, Kumar P, Mehrotra I, Grischek T (2010) Impact of riverbank filtration on treatment of polluted river water. J Environ Manag 91(5):1055–1062

    Article  Google Scholar 

  • Singh AK, Srivastava SC, Verma P, Ansari A, Verma A (2014) Hazard assessment of metals in invasive fish species of the Yamuna River, India in relation to bioaccumulation factor and exposure concentration for human health implications. Environ Monit Assess 186:3823–3836

    Article  Google Scholar 

  • Subramanian V, Sitasawad R (1984) A study on water quality in the River Yamuna around Delhi, India. Water Qual Bull 9:219–222

    Google Scholar 

  • SVfS (2005) Evaluation criteria for the assessment of groundwater pollution in Berlin (Berliner Liste 2005). Senatsverwaltung für Stadtentwicklung Berlin, ABl. Nr. 35/22.07.2005, Germany (in German)

    Google Scholar 

  • United States Department of Agriculture (2000) Natural resources conservation service. Soil Quality Institute 411 S. Donahue Dr. Auburn, AL 36832 334-844-4741 X-177 Urban technical note No. 3, September, 2000

    Google Scholar 

  • WHO (1993) Standard maxima for metals in Agricultural soils. WHO Press, Geneva, Switzerland

    Google Scholar 

  • WHO (2011) Adverse health effects of heavy metals in children. Children’s Health and the Environment; WHO Training Package for the Health Sector

    Google Scholar 

  • WHO (2017) Guidelines for drinking-water quality: fourth edition incorporating the first addendum. WHO Press, Geneva, Switzerland

    Google Scholar 

  • Wu W, Wu P, Yang F, Sun D-L, Zhang D-X, Zhou Y-K (2018) Assessment of heavy metal pollution and human health risks in urban soils around an electronics manufacturing facility. Sci Tot Environ 630:53–61

    Article  Google Scholar 

Download references

Acknowledgements

The presented work was carried out under the Project “Peyjal Suraksha” funded by Ministry of Water Resources, River Development and Ganga Rejuvenation, Government of India, and the project “CCRBF—Expansion of the Indo-German Competence Centre for Riverbank Filtration” (2020–2023) funded by the Federal Ministry of Education and Research of Germany (BMBF; grant no. 01DU20003A), within the programme CONNECT.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. Krishan .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Krishan, G. et al. (2022). Assessment of Heavy Metals in Sediments from Exploratory Wells for Riverbank Filtration Sites Impacted by Extreme Environmental Conditions Using Principal Component Analysis. In: Jha, R., Singh, V.P., Singh, V., Roy, L., Thendiyath, R. (eds) Groundwater and Water Quality. Water Science and Technology Library, vol 119. Springer, Cham. https://doi.org/10.1007/978-3-031-09551-1_3

Download citation

Publish with us

Policies and ethics