Abstract
The spatial distribution and source of heavy metals (Ba, Cr, Ni, Pb, V, As, Zn, and Cu) in surface sediments of the Ganges River basin, Bangladesh, were investigated using the geo-accumulation index (Igeo), contamination factor (CF), and pollution load index (PLI). The sequences of mean concentrations of the studied heavy metals are in decreasing order as follows: Ba > V > Cr > Zn > Pb > Ni > As > Cu > Hg. Sediments in the Ganges River basin are characterized by low to moderate Igeo values for Ni, Zn, Pb, and V, while high values for Ba, As, Cu, and Cr, indicating low to moderate/high contamination of the river sediments. The mean CF load in the sediments shows that Ba is highly enriched, having moderate enrichment of As, Cu, and Cr, and relatively low enrichment of Pb, V, Zn, and Ni for the lower river basin reflecting high to moderate degree of metal pollution of the sediments. The PLI values range from 0.11 to 5.89 (average 0.88 ± 1.28) and 0.41 to 8.79 (average 2.13 ± 1.81) for the upper and lower Ganges River basin, respectively, which suggests that the enhanced metal pollution in the latter site is due to the threat of progressive industrialization. The principal component analysis (PCA) and hierarchical clustering (CA) records imply that the sediment samples are primarily polluted by As, Cu, Cr, and Ni resulting from anthropogenic sources. The mean Igeo and PLI values further reflecting high level of metal contamination in the lower Ganges River basin and relatively low level of contamination in the upper basin.
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Asrari E (2014) Heavy metal contamination of water and soil: analysis, assessment, and remediation strategies. CRC Press 386 p
Bandyopadhyay S, Ghosh K, Varadachari C (2014) Multimicronutrient slow-release fertilizer of zinc, iron, manganese, and copper. Int J Chem Eng 2014:327153. https://doi.org/10.1155/2014/327153
Bentum JK, Anang M, Boadu KO, Koranteng-Addo EJ, Owusu AE (2011) Assessment of heavy metals pollution of sediments from Fosu lagoon in Ghana. Bull Chem Soc Ethiop 25:191–196
Bhuiyan MAH, Parvez L, Islam MA, Dampare SB, Suzuki S (2010) Heavy metal pollution of coal mine-affected agricultural soils in the northern part of Bangladesh. J Hazard Mater 173:384–392
Bhuiyan MAH, Rahman MJJ, Dampare SB, Suzuki S (2011) Provenance, tectonics and source weathering of modern fluvial sediments of the Brahmaputra–Jamuna River, Bangladesh: inference from geochemistry. J Geochem Explor 111:113–137
Birkefeld A, Schulin R, Nowack B (2005) In-situ method for analyzing the long-term behavior of particulate metal phases in soils. In: Lichtfouse E et al (eds) Environmental chemistry, vol 780. Springer, Berlin
Blaylock MJ, Huang JW (2000) Phytoextraction of metals. Phytoremediation of toxic metals: using plants to clean-up the environment. Wiley, New York, pp 53–70
Chabukdhara M, Nema AK (2013) Heavy metals assessment in urban soil around industrial clusters in Ghaziabad, India: probabilistic health risk approach. Ecotoxicol Environ Saf 87:57–64
Duncan AE, de Vries N, Nyarko KB (2018) Assessment of heavy metal pollution in the sediments of the River Pra and its tributaries. Water Air Soil Pollut 229:272. https://doi.org/10.1007/s11270-018-3899-6
Gotelli NJ, Ellison AM (2004) A primer of ecological statistics, vol 492, 1st edn. Sinauer Associates, Sunderland
Hakanson L (1980) An ecological risk index for aquatic pollution control: a sedimentological approach. Water Res 14:975–1001
Harikumar PS, Nasir UP, Rahman MPM (2009) Distribution of heavy metals in the core sediments of a tropical wetland system. Int J Environ Sci Technol 6:225–232
Hossain HMZ (2019) Major, trace, and REE geochemistry of the Meghna River sediments, Bangladesh: constraints on weathering and provenance. Geol J, https://doi.org/10.1002/gj.3595
Hossain HMZ, Roser BP, Kimura J-I (2010) Petrography and whole-rock geochemistry of the Tertiary Sylhet succession, northeastern Bengal Basin, Bangladesh: provenance and source area weathering. Sediment Geol 228:171–183
Hossain MA, Ali NM, Islam MS, Hossain HMZ (2015) Spatial distribution and source apportionment of heavy metals in soils of Gebeng industrial city, Malaysia. Environ Earth Sci 73:115–126
Hossain HMZ, Kawahata H, Roser BP, Sampei Y, Manaka T, Otani S (2017) Geochemical characteristics of modern river sediments in Myanmar and Thailand: implications for provenance and weathering. Chem Erde 77:443–458
Hossain HMZ, Hossain QH, Kamei A, Araoka D (2018) Compositional variations, chemical weathering and provenance of sands from the Cox’s Bazar and Kuakata beach areas, Bangladesh. Arab J Geosci 11:749. https://doi.org/10.1007/s12517-018-4111-4
Hren MT, Chamberlain CP, Hilley GE, Blisniuk PM, Bookhagen B (2007) Major ion chemistry of the Yarlung Tsangpo–Brahmaputra river: chemical weathering, erosion, and CO2 consumption in the southern Tibetan plateau and eastern syntaxis of the Himalaya. Geochim Cosmochim Acta 71:2907–2935
Huang P, Li T-g, Li A-c, Yu X-k, Hu N-J (2014) Distribution, enrichment and sources of heavy metals in surface sediments of the North Yellow Sea. Cont Shelf Res 73:1–13
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
Jayasumana C, Fonseka S, Fernando A, Jayalath K, Amarasinghe M, Siribaddana S, Gunatilake S, Paranagama P (2015) Phosphate fertilizer is a main source of arsenic in areas affected with chronic kidney disease of unknown etiology in Sri Lanka. SpringerPlus 4:90. https://doi.org/10.1186/s40064-015-0868-z
Khan MZH, Hasan MR, Khan M, Aktar S, Fatema K (2017) Distribution of heavy metals in surface sediments of the Bay of Bengal coast. J Toxicol 2017, https://doi.org/10.1155/2017/9235764:1–7
Kimura J-I, Yamada Y (1996) Evaluation of major and trace element XRF analyses using a flux to sample ratio of two to one glass beads. J Mineral Petrol Econ Geol 91:62–72
Li S, Xu Z, Wang H, Wang J, Zhang Q (2009) Geochemistry of the upper Han River basin, China. 3. Anthropogenic inputs and chemical weathering to the dissolved load. Chem Geol 264:89–95
Li F, Huang J, Zeng G, Yuan X, Li X, Liang J, Wang X, Tang X, Bai B (2013) Spatial risk assessment and sources identification of heavy metals in surface sediments from the Dongting Lake, Middle China. J Geochem Explor 132:75–83
Manaka T, Ushie H, Araoka D, Otani S, Inamura A, Suzuki A, Hossain HMZ, Kawahata H (2015) Spatial and seasonal variation in surface water pCO2 in the Ganges, Brahmaputra, and Meghna Rivers on the Indian subcontinent. Aquat Geochem 21:437–458. https://doi.org/10.1007/s10498-015-9262-2
Manaka T, Araoka D, Yoshimura T, Hossain HMZ, Nishio Y, Suzuki A, Kawahata H (2017) Downstream and seasonal changes of lithium isotope ratios in the Ganges-Brahmaputra river system. Geochem Geophys Geosyst 18:3003–3015. https://doi.org/10.1002/2016GC006738
Meybeck M, Ragu A (2012) GEMS-GLORI World River Discharge Database. Lab. de Géol Appl., Univ. Pierre et Marie Curie, Paris. https://doi.org/10.1594/PANGAEA.804574
Müller G (1969) Index of geo-accumulation in sediments of the Rhine River. Geo J 2:108–118
Paul D (2017) Research on heavy metal pollution of river Ganga: a review. Ann Agrarian Sci 15:278–286
Rubio B, Nombela MA, Vilas F (2000) Geochemistry of major and trace elements in sediments of the Ria de Vigo (NW Spain): an assessment of metal pollution. Mar Pollut Bull 40(11):968–980
Sarin MM, Krishnaswami S, Dilli K, Somayajulu BLK, Moore WS (1989) Major ion chemistry of the Ganga-Brahmaputra river system: weathering processes and fluxes to the Bay of Bengal. Geochim Cosmochim Acta 58:4809–4814
Selvaraj K, Mohan VR, Szefer P (2004) Evaluation of metal contamination in coastal sediments of the Bay of Bengal, India: geochemical and statistical approaches. Mar Pollut Bull 49:174–185
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
Tomlinson DL, Wilson JG, Harris CR, Jeffrey DW (1980) Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresun 33:566–575
Uria AF, Mateo CL, Roca E, Marcos MLF (2008) Source identification of heavy metals in pasturelands by multivariate analysis in NW Spain. J Hazard Mater 165:1008–1015
Webster PJ, Jian J, Hopson TM, Hoyos CD, Agudelo PA, Chang H-R, Curry JA, Grossman RL, Palmer TN, Subbiah AR (2010) Extended-range probabilistic forecasts of Ganges and Brahmaputra floods in Bangladesh. Bull Am Meteorol Soc 91:1493–1514. https://doi.org/10.1175/2010BAMS2911.1
Yuan X, Zhang L, Li J, Wang C, Ji J (2014) Sediment properties and heavy metal pollution assessment in the river, estuary and lake environments of a fluvial plain, China. Catena 119:52–60
Zarcinas BA, Ishak CF, McLaughlin MJ, Cozens G (2004) Heavy metals in soils and crops in Southeast Asia. 1. Peninsular Malaysia. Environ Geochem Health 26:343–357
Zhou J, Ma D, Pan J, Nie W, Wu K (2008) Application of multivariate statistical approach to identify heavy metal sources in sediment and waters: a case study in Yangzhong, China. Environ Geol 54:373–380
Acknowledgments
We would like to thank Prof. Y. Sawada and B.P. Roser for experimental support. Md. Amjed Hossain is acknowledged for statistical analysis. The authors also thank Abdullah M. Al-Amri, Editor-in-Chief, and two anonymous reviewers for their constructive comments, which significantly improved the original manuscript.
Funding
This study was financially supported by Heiwa Nakajima Foundation and Honors scholarships to HMZ Hossain.
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Hossain, H.M.Z., Hossain, Q.H. & Sultan-Ul-Islam, M. Spatial distribution of heavy metals in surface sediments from the Ganges River basin, Bangladesh. Arab J Geosci 12, 676 (2019). https://doi.org/10.1007/s12517-019-4841-y
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DOI: https://doi.org/10.1007/s12517-019-4841-y