Skip to main content

Advertisement

Log in

Assessment of heavy metal pollution in water and surface sediment and evaluation of ecological risks associated with sediment contamination in the Ganga River: a basin-scale study

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

We investigated eight heavy metals (Cr, Cd, Cu, Ni, Pb, Zn, Mn, and Fe) in water and bed sediment at 9 study sites along with 2320 km stretch of the Ganga River. Principal component analysis (PCA) and indices such as geo-accumulation index (Igeo), contamination factor (CF), enrichment factor (EF), pollution indices, and sediment quality guidelines were used to assess source apportionment and magnitude of contamination. Concentrations of Cr, Cd, Pb, Ni, Cu, and Fe in water have exceeded their respective standards in the middle and lower reaches of the river. Sediment Cr and Ni have reached probable effective concentration (PEC) at Kannauj, imposing likely threats to sediment dwellers. Highest Igeo values were recorded for Cr, Cd, and Pb at Kannauj, Rajghat, and Howrah. We further tested ecological risks (Er) and potential ecological risks (PERI) to assess individual and cumulative effects and found the Kannauj, Rajghat, and Howrah sites under the high-risk category. The modified pollution index (MPI) and the modified degree of contamination (mCd) also revealed the middle and lower river reaches under moderately to the heavily polluted category. Our study provides the first detailed watershed-scale database on heavy metal concentration in water and bed sediment, the magnitude of contamination, and likely ecological risks to aquatic organisms in the Ganga River. Given that the Ganga water is used for drinking and irrigation and the river harbors a diversity of habitats for fisheries, the study merits attention from a human health perspective as well.

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

  • Ahmad MK, Islam S, Rahman MS, Haque MR, Islam MM (2010) Heavy metals in water, sediment and some fishes of Buriganga River, Bangladesh. Int J Environ Res 4:321–332

    CAS  Google Scholar 

  • Ajmal M, Khan MA, Nomani AA (1984) Pollution in the river Ganges (India). Water Sci Technol 16:347–358

    Article  CAS  Google Scholar 

  • Aktar MW, Paramasivam M, Ganguly M, Purkait S, Sengupta D (2010) Assessment and occurrence of various heavy metals in surface water of Ganga River around Kolkata: a study for toxicity and ecological impact. Environ Monit Assess 160:207–213

    Article  CAS  Google Scholar 

  • Ali MM, Ali ML, Islam MS, Rahman MZ (2016) Preliminary assessment of heavy metals in water and sediment of Karnaphuli River, Bangladesh. Environ Nanotechnol Monit Manage 5:27–35

    Article  CAS  Google Scholar 

  • Ansari AA, Singh IB, Tobschall HJ (1999) Status of anthropogenically induced metal pollution in the Kanpur-Unnao industrial region of the Ganga Plain, India. Environ Geol 38:25–33

    Article  CAS  Google Scholar 

  • Bhuiyan MA, Suruvi NI, Dampare SB, Islam MA, Quraishi SB, Ganyaglo S, Suzuki S (2011) Investigation of the possible sources of heavy metal contamination in lagoon and canal water in the tannery industrial area in Dhaka, Bangladesh. Environ Monit Assess 175:633–649

    Article  CAS  Google Scholar 

  • Brady JP, Ayoko GA, Martens WN, Goonetilleke A (2014a) Enrichment, distribution and sources of heavy metals in the sediments of Deception Bay, Queensland, Australia. Mar Pollut Bull 81:248–255

    Article  CAS  Google Scholar 

  • Brady JP, Ayoko GA, Martens WN, Goonetilleke A (2014b) Temporal trends and bioavailability assessment of heavy metals in the sediments of Deception Bay, Queensland, Australia. Mar Pollut Bull 89:464–472

    Article  CAS  Google Scholar 

  • Brady JP, Ayoko GA, Martens WN, Goonetilleke A (2015) Development of a hybrid pollution index for heavy metals in marine and estuarine sediments. Environ Monit Assess 187:306

    Article  Google Scholar 

  • Bureau of Indian Standards 2012: Specification for Drinking Water. IS: 10500:2012. Revised (2012) Bureau of Indian Standards, New Delhi

  • Burton GA Jr (2002) Sediment quality criteria in use around the world. Limnology 3:65–76

    Article  CAS  Google Scholar 

  • Central Pollution Control Board (2013) Pollution assessment: river Ganga, CPCB, Ministry of Environment and Forest, Government of India

  • Central Pollution Control Board (2016) Conservation of water quality of Ganga River, CPCB, Ministry of Environment and Forest, Government of India

  • Chaturvedi JY, Pandey NK (2006) Physico-chemical analysis of river Ganga at Vindhyachal Ghat. Curr World Environ 1:177–179

    Article  Google Scholar 

  • Cox ME, Preda M (2005) Trace metal distribution within marine and estuarine sediments of western Moreton Bay, Queensland, Australia: relation to land use and setting. Geogr Res 43:173–193

    Article  Google Scholar 

  • Deepali KK, Gangwar K (2010) Metals concentration in textile and tannery effluents, associated soils and ground water. N Y Sci J 3:82–89

    Google Scholar 

  • Delgado J, Nieto JM, Boski T (2010) Analysis of the spatial variation of heavy metals in the Guadiana Estuary sediments (SW Iberian Peninsula) based on GIS-mapping techniques. Estuar Coast Shelf Sci 88:71–83

    Article  CAS  Google Scholar 

  • Dixit S, Yadav A, Dwivedi PD, Das M (2015) Toxic hazards of leather industry and technologies to combat threat: a review. J Clean Prod 87:39–49

    Article  CAS  Google Scholar 

  • Dong J, Yu M, Bian Z, Wang Y, Di C (2011) Geostatistical analyses of heavy metal distribution in reclaimed mine land in Xuzhou, China. Environ Earth Sci 62:127–137

    Article  CAS  Google Scholar 

  • Duodu GO, Goonetilleke A, Ayoko GA (2016) Comparison of pollution indices for the assessment of heavy metal in Brisbane River sediment. Environ Pollut 219:1077–1091

    Article  CAS  Google Scholar 

  • Dwivedi S, Mishra S, Tripathi RD (2018) Ganga water pollution: a potential health threat to inhabitants of Ganga basin. Environ Int 117:327–338

    Article  CAS  Google Scholar 

  • Environmental Information System (ENVIS) (2016) Centre on hygiene, sanitation, sewage treatment systems and technology report. Ministry of Environment, Forests & Climate Change, Government of India. http://www.sulabhenvis.nic.in/Database/STST

  • Garg N, Mathur N, Modak DP, Singh KP, Murthy RC, Ahmed S, Chandra SV, Ray PK (1992) Trace metals trend analysis in river Ganges at Kanpur. Environ Int 18:297–305

    Article  CAS  Google Scholar 

  • Gutiérrez RL, Rubio-Arias H, Quintana R, Ortega JA, Gutierrez M (2008) Heavy metals in water of the San Pedro River in Chihuahua, Mexico and its potential health risk. Int J Environ Res Public Health 5:91–98

    Article  Google Scholar 

  • Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res 14:975–1001

    Article  Google Scholar 

  • Islam MS, Ahmed MK, Raknuzzaman M, Habibullah-Al-Mamun M, Islam MK (2015) Heavy metal pollution in surface water and sediment: a preliminary assessment of an urban river in a developing country. Ecol Indic 48:282–291

    Article  CAS  Google Scholar 

  • Islam MS, Hossain MB, Matin A, Sarker MSI (2018) Assessment of heavy metal pollution, distribution and source apportionment in the sediment from Feni River estuary, Bangladesh. Chemosphere 202:25–32

    Article  CAS  Google Scholar 

  • Kar D, Sur P, Mandai SK, Saha T, Kole RK (2008) Assessment of heavy metal pollution in surface water. Int J Environ Sci Technol 5:119–124

    Article  CAS  Google Scholar 

  • Katiyar S (2011) Impact of tannery effluent with special reference to seasonal variation on physico–chemical characteristics of river water at Kanpur (U.P), India. J Environ Anal Toxicol 1:1–7

    Article  Google Scholar 

  • Ke X, Gui S, Huang H, Zhan H, Wang C, Guo W (2017) Ecological risk assessment and source identification for heavy metals in surface sediment from the Liaohe River protected area, China. Chemosphere 175:473–481

    Article  CAS  Google Scholar 

  • Khwaja AR, Singh R, Tandon SN (2001) Monitoring of Ganga water and sediments vis-a-vis tannery pollution at Kanpur (India): a case study. Environ Monit Assess 68:19–35

    Article  CAS  Google Scholar 

  • Kumar RN, Solanki R, Kumar JN (2013) Seasonal variation in heavy metal contamination in water and sediments of river Sabarmati and Kharicut canal at Ahmedabad, Gujarat. Environ Monit Assess 185:359–368

    Article  CAS  Google Scholar 

  • Levshina S (2018) An assessment of metal-humus complexes in river waters of the Upper Amur basin, Russia. Environ Monit Assess 190:18

    Article  CAS  Google Scholar 

  • Li Z, Ma Z, Van der Kuijp TJ, Yuan Z, Huang L (2014) A review of soil heavy metal pollution from mines in China: pollution and health risk assessment. Sci Total Environ 468:843–853

    Article  CAS  Google Scholar 

  • Liu C, Xu J, Liu C, Zhang P, Dai M (2009) Heavy metals in the surface sediments in Lanzhou Reach of Yellow River, China. Bull Environ Contam Toxicol 82:26–30

    Article  CAS  Google Scholar 

  • Ma X, Zuo H, Tian M, Zhang L, Meng J, Zhou X, Min N, Chang X, Liu Y (2016) Assessment of heavy metals contamination in sediments from three adjacent regions of the Yellow River using metal chemical fractions and multivariate analysis techniques. Chemosphere 144:264–272

    Article  CAS  Google Scholar 

  • MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Arch Environ Contam Toxicol 39:20–31

    Article  CAS  Google Scholar 

  • Mendez W (2005) Contamination of Rimac River basin, Peru, due to mining tailings (TRITA-LWR Master Thesis). Environmental Engineering and Sustainable Infrastructure. The Royal Institute of Technology (KTH), Stockholm

  • Mummullage SWN (2015) Source characterization of urban road surface pollutants for enhanced water quality predictions (Doctoral dissertation, Queensland University of Technology). https://eprints.qut.edu.au/82065/

  • Nemerow NL (1991) Stream, lake, estuary, and ocean pollution. Van Nostrand Reinhold, New York

  • Nevado JB, Martín-Doimeadios RR, Bernardo FG, Moreno MJ, Tardío SO, Fornieles MSH, Ríos SMN, Pérez AD (2009) Integrated pollution evaluation of the Tagus River in Central Spain. Environ Monit Assess 156:461–477

    Article  CAS  Google Scholar 

  • Njuguna SM, Yan X, Gituru RW, Wang Q, Wang J (2017) Assessment of macrophyte, heavy metal, and nutrient concentrations in the water of the Nairobi River, Kenya. Environ Monit Assess 189:454

    Article  CAS  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

  • Pandey J, Singh R (2017) Heavy metals in sediments of Ganga River: up-and downstream urban influences. Appl Water Sci 7:1669–1678

    Article  CAS  Google Scholar 

  • Pandey J, Yadav A (2017) Alternative alert system for Ganga river eutrophication using alkaline phosphatase as a level determinant. Ecol Indic 82:327–343

    Article  CAS  Google Scholar 

  • Pandey J, Shubhashish K, Pandey R (2010) Heavy metal contamination of Ganga River at Varanasi in relation to atmospheric deposition. Trop Ecol 51:365–373

    CAS  Google Scholar 

  • Pandey J, Pandey U, Singh AV (2014) Impact of changing atmospheric deposition chemistry on carbon and nutrient loading to Ganga River: integrating land–atmosphere–water components to uncover cross-domain carbon linkages. Biogeochemistry 119:179–198

    Article  CAS  Google Scholar 

  • Prasad S, Mathur A, Rupaniwar DC (1989) Heavy metal distribution in the sediment and river confluence points of river Ganga in Varanasi–Mirzapur region. Asian Environ 11:73–82

    CAS  Google Scholar 

  • Praveena SM, Pradhan B, Ismail SNS (2015) Spatial assessment of heavy metals in surface soil from Klang District (Malaysia): an example from a tropical environment. Hum Ecol Risk Assess 21:1980–2003

    Article  CAS  Google Scholar 

  • Rifaat AE (2005) Major controls of some metals distribution in sediments off the Nile Delta, Egypt. Egypt J Aquat Res 31:16–28

    CAS  Google Scholar 

  • Salati S, Moore F (2010) Assessment of heavy metal concentration in the Khoshk River water and sediment, Shiraz, Southwest Iran. Environ Monit Assess 164:677–689

    Article  CAS  Google Scholar 

  • Saleem M, Iqbal J, Shah MH (2015) Geochemical speciation, anthropogenic contamination, risk assessment and source identification of selected metals in freshwater sediments—a case study from Mangla Lake, Pakistan. Environ Nanotechnol Monit Manage 4:27–36

    Article  Google Scholar 

  • Sarin MM, Borole DV, Krishnaswami S (1979) Geochemistry and geochronology of sediments from the Bay of Bengal and the equatorial Indian Ocean. Proc Ind Acad Sci 88:l31–l154

  • Sarkar SK, Saha M, Takada H, Bhattacharya A, Mishra P, Bhattacharya B (2007) Water quality management in the lower stretch of the river Ganges, east coast of India: an approach through environmental education. J Clean Prod 15:1559–1567

    Article  Google Scholar 

  • Singh M, Ansari AA, Müller G, Singh IB (1997) Heavy metals in freshly deposited sediments of the Gomati River (a tributary of the Ganga River): effects of human activities. Environ Geol 29:246–252

    Article  CAS  Google Scholar 

  • Singh M, Müller G, Singh IB (2003) Geogenic distribution and baseline concentration of heavy metals in sediments of the Ganges River, India. J Geochem Explor 80:1–17

    Article  CAS  Google Scholar 

  • Singh KP, Malik A, Sinha S (2005) 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 H, Yadav S, Singh BK, Dubey B, Tripathi K, Srivastava V, Shukla DN (2013) Assessment of geochemical environment from study of river sediments in the middle stretch of River Ganga at Ghazipur, Buxar and Ballia area. Proc Natl Acad Sci India Sec B Biol Sci 83:371–384

    Article  CAS  Google Scholar 

  • Subramanian V, Van Grieken R, Van't Dack L (1987) Heavy metals distribution in the sediments of Ganges and Brahmaputra rivers. Environ Geol Water Sci 1:93–103

    Article  Google Scholar 

  • Sun W, Yu J, Xu X, Zhang W, Liu R, Pan J (2014) Distribution and sources of heavy metals in the sediment of Xiangshan Bay. Acta Oceanol Sin 33:101–107

    Article  CAS  Google Scholar 

  • Suresh G, Sutharsan P, Ramasamy V, Venkatachalapathy R (2012) Assessment of spatial distribution and potential ecological risk of the heavy metals in relation to granulometric contents of Veeranam lake sediments, India. Ecotoxicol Environ Saf 84:117–124

    Article  CAS  Google Scholar 

  • Suresh G, Ramasamy V, Sundarrajan M, Paramasivam K (2015) Spatial and vertical distributions of heavy metals and their potential toxicity levels in various beach sediments from high-background-radiation area, Kerala, India. Mar Pollut Bull 91:389–400

    Article  CAS  Google Scholar 

  • The Gazette of India: Extraordinary [Part II-Section 3(ii)] (2018) Ministry of Water Resources, River Development and Ganga Rejuvenation (National Mission for Clean Ganga) New Delhi.

  • Trivedi RC (2010) Water quality of the Ganga River–an overview. Aquat Ecosyst Health Manag 13:347–351

    Article  CAS  Google Scholar 

  • Varol M (2011) Assessment of heavy metal contamination in sediments of the Tigris River (Turkey) using pollution indices and multivariate statistical techniques. J Hazard Mater 195:355–364

    Article  CAS  Google Scholar 

  • Varol M, Şen B (2012) Assessment of nutrient and heavy metal contamination in surface water and sediments of the upper Tigris River, Turkey. Catena 92:1–10

    Article  CAS  Google Scholar 

  • Woitke P, Wellmitz J, Helm D, Kube P, Lepom P, Litheraty P (2003) Analysis and assessment of heavy metal pollution in suspended solids and sediments of the river Danube. Chemosphere 51:633–642

    Article  CAS  Google Scholar 

  • World Health Organization, (WHO) (2003) Guidelines for drinking water quality. Geneva., (WHO/SDE/WSH 03. 04)

  • Xia F, Qu L, Wang T, Luo L, Chen H, Dahlgren RA, Zhang M, Mei K, Huang H (2018) Distribution and source analysis of heavy metal pollutants in sediments of a rapid developing urban river system. Chemosphere 207:218–228

    Article  CAS  Google Scholar 

  • Yadav A, Pandey J (2017) Contribution of point sources and non-point sources to nutrient and carbon loads and their influence on the trophic status of the Ganga River at Varanasi, India. Environ Monit Assess 189:475

    Article  CAS  Google Scholar 

  • Yang Z, Wang Y, Shen Z, Niu J, Tang Z (2009) Distribution and speciation of heavy metals in sediments from the mainstream, tributaries, and lakes of the Yangtze River catchment of Wuhan, China. J Hazard Mater 166:1186–1194

    Article  CAS  Google Scholar 

  • Zhang J, Liu CL (2002) Riverine composition and estuarine geochemistry of particulate metals in China—weathering features, anthropogenic impact and chemical fluxes. Estuar Coast Shelf Sci 54:1051–1070

    Article  CAS  Google Scholar 

  • Zhang J, Li ZH, Chen J, Wang M, Tao R, Liu D (2014) Assessment of heavy metal contamination status in sediments and identification of pollution source in Daye Lake, Central China. Environ Earth Sci 72:1279–1288

    Article  CAS  Google Scholar 

Download references

Acknowledgments

We thank the Coordinators of the Centre of Advanced Study in Botany and DST-FIST, Banaras Hindu University for facilities.

Funding

This study received funding support from the Council of Scientific and Industrial Research, New Delhi (Grant No. 09/013(0611)/2015-EMR-I).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jitendra Pandey.

Additional information

Responsible editor: Philippe Garrigues

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

ESM 1

(DOCX 27 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Siddiqui, E., Pandey, J. Assessment of heavy metal pollution in water and surface sediment and evaluation of ecological risks associated with sediment contamination in the Ganga River: a basin-scale study. Environ Sci Pollut Res 26, 10926–10940 (2019). https://doi.org/10.1007/s11356-019-04495-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-019-04495-6

Keywords

Navigation