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Environmental Science and Pollution Research

, Volume 26, Issue 11, pp 10926–10940 | Cite as

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

  • Ekabal Siddiqui
  • Jitendra PandeyEmail author
Research Article
  • 252 Downloads

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.

Keywords

Ecological risk Effective concentration Ganga River Heavy metal Pollution indices Sediment quality guidelines 

Notes

Acknowledgments

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

Funding information

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

Supplementary material

11356_2019_4495_MOESM1_ESM.docx (28 kb)
ESM 1 (DOCX 27 kb)

References

  1. 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 4:321–332Google Scholar
  2. Ajmal M, Khan MA, Nomani AA (1984) Pollution in the river Ganges (India). Water Sci Technol 16:347–358CrossRefGoogle Scholar
  3. 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 160:207–213CrossRefGoogle Scholar
  4. 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 5:27–35CrossRefGoogle Scholar
  5. 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 38:25–33CrossRefGoogle Scholar
  6. 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 175:633–649CrossRefGoogle Scholar
  7. 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 81:248–255CrossRefGoogle Scholar
  8. 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 89:464–472CrossRefGoogle Scholar
  9. 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 187:306CrossRefGoogle Scholar
  10. Bureau of Indian Standards 2012: Specification for Drinking Water. IS: 10500:2012. Revised (2012) Bureau of Indian Standards, New DelhiGoogle Scholar
  11. Burton GA Jr (2002) Sediment quality criteria in use around the world. Limnology 3:65–76CrossRefGoogle Scholar
  12. Central Pollution Control Board (2013) Pollution assessment: river Ganga, CPCB, Ministry of Environment and Forest, Government of IndiaGoogle Scholar
  13. Central Pollution Control Board (2016) Conservation of water quality of Ganga River, CPCB, Ministry of Environment and Forest, Government of IndiaGoogle Scholar
  14. Chaturvedi JY, Pandey NK (2006) Physico-chemical analysis of river Ganga at Vindhyachal Ghat. Curr World Environ 1:177–179CrossRefGoogle Scholar
  15. 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 43:173–193CrossRefGoogle Scholar
  16. Deepali KK, Gangwar K (2010) Metals concentration in textile and tannery effluents, associated soils and ground water. N Y Sci J 3:82–89Google Scholar
  17. 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 88:71–83CrossRefGoogle Scholar
  18. Dixit S, Yadav A, Dwivedi PD, Das M (2015) Toxic hazards of leather industry and technologies to combat threat: a review. J Clean Prod 87:39–49CrossRefGoogle Scholar
  19. 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 62:127–137CrossRefGoogle Scholar
  20. Duodu GO, Goonetilleke A, Ayoko GA (2016) Comparison of pollution indices for the assessment of heavy metal in Brisbane River sediment. Environ Pollut 219:1077–1091CrossRefGoogle Scholar
  21. Dwivedi S, Mishra S, Tripathi RD (2018) Ganga water pollution: a potential health threat to inhabitants of Ganga basin. Environ Int 117:327–338CrossRefGoogle Scholar
  22. 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
  23. 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 18:297–305CrossRefGoogle Scholar
  24. 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 5:91–98CrossRefGoogle Scholar
  25. Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedimentological approach. Water Res 14:975–1001CrossRefGoogle Scholar
  26. 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 48:282–291CrossRefGoogle Scholar
  27. 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 202:25–32CrossRefGoogle Scholar
  28. Kar D, Sur P, Mandai SK, Saha T, Kole RK (2008) Assessment of heavy metal pollution in surface water. Int J Environ Sci Technol 5:119–124CrossRefGoogle Scholar
  29. 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 1:1–7CrossRefGoogle Scholar
  30. 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 175:473–481CrossRefGoogle Scholar
  31. 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 68:19–35CrossRefGoogle Scholar
  32. 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 185:359–368CrossRefGoogle Scholar
  33. Levshina S (2018) An assessment of metal-humus complexes in river waters of the Upper Amur basin, Russia. Environ Monit Assess 190:18CrossRefGoogle Scholar
  34. 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 468:843–853CrossRefGoogle Scholar
  35. 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 82:26–30CrossRefGoogle Scholar
  36. 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 144:264–272CrossRefGoogle Scholar
  37. MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Arch Environ Contam Toxicol 39:20–31CrossRefGoogle Scholar
  38. 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), StockholmGoogle Scholar
  39. 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/
  40. Nemerow NL (1991) Stream, lake, estuary, and ocean pollution. Van Nostrand Reinhold, New YorkGoogle Scholar
  41. 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 156:461–477CrossRefGoogle Scholar
  42. 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 189:454CrossRefGoogle Scholar
  43. 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 208:782–792Google Scholar
  44. Pandey J, Singh R (2017) Heavy metals in sediments of Ganga River: up-and downstream urban influences. Appl Water Sci 7:1669–1678CrossRefGoogle Scholar
  45. Pandey J, Yadav A (2017) Alternative alert system for Ganga river eutrophication using alkaline phosphatase as a level determinant. Ecol Indic 82:327–343CrossRefGoogle Scholar
  46. Pandey J, Shubhashish K, Pandey R (2010) Heavy metal contamination of Ganga River at Varanasi in relation to atmospheric deposition. Trop Ecol 51:365–373Google Scholar
  47. 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 119:179–198CrossRefGoogle Scholar
  48. 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 11:73–82Google Scholar
  49. 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 21:1980–2003CrossRefGoogle Scholar
  50. Rifaat AE (2005) Major controls of some metals distribution in sediments off the Nile Delta, Egypt. Egypt J Aquat Res 31:16–28Google Scholar
  51. Salati S, Moore F (2010) Assessment of heavy metal concentration in the Khoshk River water and sediment, Shiraz, Southwest Iran. Environ Monit Assess 164:677–689CrossRefGoogle Scholar
  52. 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 4:27–36CrossRefGoogle Scholar
  53. 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–l154Google Scholar
  54. 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 15:1559–1567CrossRefGoogle Scholar
  55. 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 29:246–252CrossRefGoogle Scholar
  56. 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 80:1–17CrossRefGoogle Scholar
  57. 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 538:355–374CrossRefGoogle Scholar
  58. 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 83:371–384CrossRefGoogle Scholar
  59. 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 1:93–103CrossRefGoogle Scholar
  60. 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 33:101–107CrossRefGoogle Scholar
  61. 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 84:117–124CrossRefGoogle Scholar
  62. 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 91:389–400CrossRefGoogle Scholar
  63. 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.Google Scholar
  64. Trivedi RC (2010) Water quality of the Ganga River–an overview. Aquat Ecosyst Health Manag 13:347–351CrossRefGoogle Scholar
  65. 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 195:355–364CrossRefGoogle Scholar
  66. Varol M, Şen B (2012) Assessment of nutrient and heavy metal contamination in surface water and sediments of the upper Tigris River, Turkey. Catena 92:1–10CrossRefGoogle Scholar
  67. 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 51:633–642CrossRefGoogle Scholar
  68. World Health Organization, (WHO) (2003) Guidelines for drinking water quality. Geneva., (WHO/SDE/WSH 03. 04)Google Scholar
  69. 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 207:218–228CrossRefGoogle Scholar
  70. 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 189:475CrossRefGoogle Scholar
  71. 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 166:1186–1194CrossRefGoogle Scholar
  72. 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 54:1051–1070CrossRefGoogle Scholar
  73. 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 72:1279–1288CrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  1. 1.Ganga River Ecology Research Laboratory, Environmental Science Division, Centre of Advanced Study in Botany, Institute of ScienceBanaras Hindu UniversityVaranasiIndia

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