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Contamination Assessment and Source Identification of Heavy Metals in River Sediments in Nantong, Eastern China

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Abstract

Heavy metal pollution in river sediments caused by industrialization and urbanization is a pressing environmental issue around the world. This issue is more serious in the rapidly industrializing countries like China. In this study, the contamination and sources of nine metals (Al, As, Cd, Cr, Cu, Hg, Ni, Pb and Zn) in 134 river sediments in Nantong, Eastern China have been analyzed using various statistical and spatial analysis techniques. Contamination level assessments using enrichment factor (EF), geo-accumulation index (Igeo), and ecological risk index (RI) revealed that rivers suffer severe heavy metal pollutions, especially for Pb and Zn. Four main potential sources of the metals were identified using principal component analysis (PCA) and cluster analysis (CA). They are: (1) industrial sources contributing As, Cr, Pb, Zn, and partly Cu, (2) parent materials contributing Al, Ni, and partly Cu, (3) municipal and domestic wastes associated with Hg, and (4) excessive fertilizer application responsible for Cd. The potential sources were further verified by comparing their spatial distributions and the locations of the actual local sources using GIS (Geographic Information System)-based spatial analysis. The results are useful for environmental protection agencies to target corresponding pollution sources for the contaminations of specific heavy metals.

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References

  • Aksu Z, Karabayir G (2008) Comparison of biosorption properties of different kings of fungi for the removal Grayfalan Black RL metal-complex dye. Bioresour Technol 99:7730–7741

    Article  CAS  Google Scholar 

  • Aslan A (2009) Determination of heavy metal toxicity of finished leather solid waste. Bull Environ Contam Toxicol 82:633–638

    Article  CAS  Google Scholar 

  • ATSDR (Agency for Toxic Substances and Disease Registry) (2018) Toxic substances portal. https://www.atsdr.cdc.gov/substances/index.asp Accessed 20 Apr 2018

  • Azhari AE, Rhoujjati A, Hachimi MLE (2016) Assessment of heavy metals and arsenic contamination in the sediments of the Moulouya River and the Hassan II Dam downstream of the abandoned mine Zeïda (High Moulouya, Morocco). J Afr Earth Sci 119:279–288

    Article  CAS  Google Scholar 

  • Bhuyan MS, Bakar MAl, Akhtar A, Hossain MB, Ali MM, Islam MS (2017) Heavy metal contamination in surface water and sediment of the Meghna River, Bangladesh. Environ Nanotechnol Monit Manag 8:273–279

    Article  Google Scholar 

  • Blanquez P, Casas N, Font X, Gabarrell X, Sarra M, Caminal G, Vicent T (2004) Mechanism of textile metal dye biotransformation by Trametes versicolor. Water Res 38:2166–2172

    Article  CAS  Google Scholar 

  • Buat-Menard P, Chesselet R (1979) Variable influence of the atmospheric flux on the trace metal chemistry of oceanic suspended matter. Earth Plant Sci Lett 42:398–411

    Article  Google Scholar 

  • CCME (1999) Canadian sediment quality guidelines for the protection of aquatic life. Canadian Council of Ministers of the Environment, Winnipeg, Canada. http://www.ccme.ca/en/resources/canadian_environmental_quality_guidelines/. Accessed 26 Mar 2017

  • Chai L, Wang Z, Wang Y, Yang Z, Wang H, Wu X (2010) Ingestion risks of metals in groundwater based on TIN model and dose-response assessment—a case study in the Xiangjiang watershed, central-south China. Sci Total Environ 408:3118–3124

    Article  CAS  Google Scholar 

  • Chai L, Li H, Yang Z, Min X, Liao Q, Liu Y et al (2017) Heavy metals and metalloids in the surface sediments of the Xiangjiang River, Hunan, China: distribution, contamination, and ecological risk assessment. Environ Sci Pollut Res 24:874–885

    Article  CAS  Google Scholar 

  • Chen YM, Li HC, Tsao TM, Wang LC, Chang Y (2014) Some selected heavy metal concentrations in water, sediment, and oysters in the Er-Ren estury, Taiwan: chemical fractions and the implications for biomonitoring. Environ Mont Assess 186(11):7023–7033

    Article  CAS  Google Scholar 

  • Chen CF, Ju YR, Chen CW, Dong CD (2016) Vertical profile, contamination assessment, and source apportionment of heavy metals in sediment cores of Kaohsiung Harbor, Taiwan. Chemosphere 165:67–79

    Article  CAS  Google Scholar 

  • Chowdhury S, Mazumder MAJ, Al-Attas O, Husain T (2016) Heavy metals in drinking water: occurrences, implications, and future needs in developing countries. Sci Total Environ 569–570:476–488

    Article  CAS  Google Scholar 

  • Cuzick J, Sasieni P, Evans S (1992) Ingested arsenic, keratosis, and bladder cancer. Am J Epidemiol 7:117–124

    Google Scholar 

  • Davutluoglu OI, Seckin G, Ersu CB, Yilmaz T, Sari B (2011) Heavy metal content and distribution in surface sediments of the Seyhan River, Turkey. J Environ Manag 92:2250–2259

    Article  CAS  Google Scholar 

  • Dhanakumar G, Soaraj G, Mohanraj R (2015) Heavy metal partitioning in sediments and bioaccumulation in commercial fish species of three major reservoirs of river Cauvery delta region, India. Ecotoxicol Environ Safe 113:145–151

    Article  CAS  Google Scholar 

  • Franzini M, Leoni L, Saitta M (1975) Revisione di una metodologia analitica per fluorescenza-X basata sulla correlazione completa degli effetti di matrice. Rend Soc Ital Mineral Petrol 31:35–378

    Google Scholar 

  • Hakanson L (1980) An ecological risk index for aquatic pollution control. A sedmentological approach. Water Res 14(8):975–1001

    Article  Google Scholar 

  • Han D, Cheng J, Hu X, Jiang Z, Mo L, Xu H et al (2017) Spatial distribution, risk assessment and source identification of heavy metals in sediments of the Yangtze River Estuary, China. Mar Pollut Bull 115:141–148

    Article  CAS  Google Scholar 

  • Hao H, Gao B, Wang JK et al (2012) Distribution characteristic and potential ecological risk assessment of heavy metals in sediments of the Luanhe River. Rock Miner Anal 31(6):1000–1005

    CAS  Google Scholar 

  • Huang SS, Liao QL, Hua M, Wu XM, Bi KS, Yan CY, Chen B, Zhang XY (2007) Survey of heavy metal pollution and assessment of agricultural soil in Yangzhong district, Jiangsu Province, China. Chemosphere 67:2148–2155

    Article  CAS  Google Scholar 

  • Huang SS, Tu J, Liu HY, Hua M, Liao QL, Feng JS, Weng ZH, Huang GM (2009) Multivariate analysis of trace element concentrations in atmospheric deposition in the Yangtze River Delta, East China. Atmos Environ 43:5781–5790

    Article  CAS  Google Scholar 

  • Islam SMD, Bhyiyan MAH, Rume T, Mohinuzzaman M (2016) Assessing heavy metal contamination in the bottom sediments of Shitalakhya River, Bangladesh; using pollution evaluation indices and geo-spatial analysis. Pollution 2(3):299–312

    Google Scholar 

  • Jozwiak WK, Mitros M, Kaluzna-Czaplinska J, Tosik R (2007) Oxidative decomposition of Acid Brown 159 dye in aqueous solution by H2O/Fe2+ and ozone with GC/MS analysis. Dyes Pigments 74:9–16

    Article  CAS  Google Scholar 

  • Kishe MA, Machiwa JF (2003) Distribution of heavy metals in sediments of Mwanza Gulf of Lake Victoria, Tanzania. Environ Int 28:619–625

    Article  CAS  Google Scholar 

  • Krika A, Krika F (2017) Evaluation of the status of heavy metal pollution in surface water and sediments of the Nil River (North Eastern Algeria). Pollution 3(2):301–310

    Google Scholar 

  • Liao QL, Liu C, Xu Y, Jin Y, Wu YZ, Hua M et al (2011) Geochemcial baseline values of elements in soil of Jiangsu Province. Geol China 38(5):1364–1378 (in Chinese)

    Google Scholar 

  • Liao J, Chen J, Ru X, Chen J, Wu H, Wei C (2017) Heavy metals in river surface sediments affected with multiple pollution sources, South China: distribution, enrichment and source apportionment. J Geochem Explor 176:9–19

    Article  CAS  Google Scholar 

  • Liu QP (2015) Regional difference of NPK fertilizers application and environmental risk assessment in Jiangsu Province, China. J Appl Ecol 26(5):1477–1483 (in Chinese)

    CAS  Google Scholar 

  • Liu R, Men C, Liu Y, Yu W, Xu F, Shen Z (2016) Spatial distribution and pollution evaluation of heavy metals in Yangtze estuary sediment. Mar Pollut Bull 110:564–571

    Article  CAS  Google Scholar 

  • Liu H, Zhang KJ, Chai LY et al (2017) A comparative evaluation of different sediment quality guidelines for metal and metalloid pollution in the Xiangjiang River, Hunan, China. Arch Environ Contam Toxicol 73:593–606

    Article  CAS  Google Scholar 

  • Lu RK, Shi ZY, Xiong LM (1992) Cadmium contents of rocks phosphates and phosphate fertilizers of China and their effects on ecological environment. Acta Pedol Sin 29(2):150–157 (in Chinese)

    Google Scholar 

  • Lu J, Li A, Huang P (2017) Distribution, sources and contamination assessment of heavy metals in surface sediments of the South Yellow Sea and northern part of the East China Sea. Mar Pollut Bull 124:470–479

    Article  CAS  Google Scholar 

  • Manta DS, Angelone M, Bellanca A, Neri R, Sprovieri M (2002) Heavy metals in urban soils: a case study from the city of Palermo (Sicily), Italy. Sci Total Environ 300:229–243

    Article  CAS  Google Scholar 

  • Meng X, Zhang H, Shan BQ et al (2016) Pollution and ecology risk assessment of heavy metals in surface sediment of the Duliujian River drainage basin. Urban Environ Urban Ecol 29(4):36–41 (in Chinese)

    Google Scholar 

  • Micó C, Recatalá L, Peris M, Sánchez J (2006) Assessing heavy metal sources in agricultural soils of an European Mediterranean area by multivariate ananlysis. Chemosphere 65:863–872

    Article  CAS  Google Scholar 

  • Mihailović A, Budinski-Petković LJ, Popov S, Ninkov J, Vasin J, Ralević NM, Vučinić Vasića M (2015) Spatial distribution of metals in urban soil of Novi Sad, Serbia: GIS based approach. J Geochem Explor 150:104–114

    Article  CAS  Google Scholar 

  • Mirlean N, Andrus VE, Baisch P (2003) Mercury pollution sources in sediments of Patos Lagoon estury, Southern Brazil. Mar Pollut Bull 46:331–334

    Article  CAS  Google Scholar 

  • Möller S, Einax JW (2013) Metals in sediments—spatial investigation of Saale River applying chemometric tools. Microchem J 110:233–238

    Article  CAS  Google Scholar 

  • Motvedt JJ (1986) Cadmium level in soil and plant tissues from long-term soil fertility experiments in US. Trans 15th Cong ISSS 111:870–871

    Google Scholar 

  • Muller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geo J 2:108–118

    Google Scholar 

  • Muniz P, Danulat E, Yannicelli B et al (2004) Assessment of contamination by heavy metals and petroleum hydrocarbons in sediments of Montevideo Harbour (Uruguay). Environ Int 28:1019–1028

    Article  CAS  Google Scholar 

  • Nantong Water Conservancy Bureau (NWCB) (2010) Urban water system planning in Nantong. (in Chinese)

  • Nehme N, Haydar C, Koubaissy B, Fakih M, Awad S, Toufaily J et al (2014) The distribution of heavy metals in the Lower River Basin, Lebanon. Phys Procedia 55:456–463

    Article  CAS  Google Scholar 

  • Nguyen TTH, Zhang W, Li Z, Li J, Ge C, Liu J et al (2016) Assessment of heavy metal pollution in Red River surface sediments, Vietnam. Mar Pollut Bull 113:513–519

    Article  CAS  Google Scholar 

  • Pirrone N, Keeler GJ, Nriagu JO (1996) Regional differences in worldwide emissions of mercury to the atmosphere. Atmos Environ 30(17):2981–2987

    Article  CAS  Google Scholar 

  • Qian P, Zhou LM, Zheng XM, Jiang QF, Yan DZ (2012) Pollution and ecological risk assessment of heavy metals in the top soils and dusts of Nantong City, Jiangsu. Environ Chem 31(4):483–489 (in Chinese)

    CAS  Google Scholar 

  • Ridgway J, Midobatu C (1991) Temporal variations in the trace element content of stream sediments: an example from a tropical rain forest regime, Solomon Islands. Appl Geochem 6:185–193

    Article  CAS  Google Scholar 

  • Siegel FR (2002) Environmental geochemistry of potential toxic metals. Springer, Berlin

    Book  Google Scholar 

  • Smith AH, Goycolea M, Haque R, Biggs ML (1998) Marked increase in bladder and lung cancer mortality in a region of northern Chile due to arsenic in drinking water. Am J Epidemiol 147(7):660–669

    Article  CAS  Google Scholar 

  • Streets DG, Hao J, Wu Y, Jiang JK, Chan M, Tian HZ, Feng XB (2005) Anthropogenic mercury emissions in China. Atmos Environ 39:7789–7806

    Article  CAS  Google Scholar 

  • Teng C, Xie P, Yang HP, Wan YP, Li XD (2006) Investigation of lead pollution from steel wire rope enterprises in Nantong district. J Nantong Univ (Med Sci) 26(4):271–273 (in Chinese)

    Google Scholar 

  • Tu Y, Tian JR, Zhu HJ, Gé SF (2015) Status of dyeing sludge in Jiangsu Province. Acta Sci Circumst 35(2):527–534 (in Chinese)

    CAS  Google Scholar 

  • Turekian KK, Wedepoh KH (1961) Distribution of the elements in some major units of the earth crust. Bull Geol Soc Am 72:175–192

    Article  CAS  Google Scholar 

  • Vu CT, Lin C, Shern CC, Yeh G, Le VG, Tran HT (2017) Contamination, ecological risk and source apportionment of heavy metals in sediments and water of a contaminated river in Taiwan. Ecol Indic 82:32–42

    Article  CAS  Google Scholar 

  • Wang JJ, Zhao HW, Zhong XP, Liu YS, Ceng H (2011a) Concentration levels and spatial distribution of heavy metal in soil surrounding a municipal solid waste incineration plant (Shenzhen). Environ Sci 32(1):298–301 (in Chinese)

    Google Scholar 

  • Wang Z, Chai L, Wang Y, Yang Z, Wang H, Wu X (2011b) Potential health risk of arsenic and cadmium in groundwater near Xiangjiang River, China: a case study for risk assessment and management of toxic substances. Environ Monit Assess 175:167–173

    Article  CAS  Google Scholar 

  • Wang J, Liu R, Zhang P, Yu W, Shen Z, Feng C (2014) Spatial Variation, environmental assessment and source identification of heavy metals in sediments of the Yangtze River Estuary. Mar Pollut Bull 87:364–373

    Article  CAS  Google Scholar 

  • Ward JH (1963) Hierarchical grouping to optimize an objective function. J Am Stat Assoc 58:236–244

    Article  Google Scholar 

  • Wu JL, Shen HJ (2012) Assessment on heavy metal pollution and its potential ecological risk in the sediment on Nantong Hao River. Environ Monit For 4(4):46–50 (in Chinese)

    Google Scholar 

  • Wu PF, Wu YJ, Yan YC (2011) Study on disposal and utilization of the sludge from steel wire rope enterprises in Nantong city. Environ Monit For 3(6):46–48 (in Chinese)

    Google Scholar 

  • Xu XX, Zhao XQ, Sun BF et al (2017) Spatial distribution, ecological risk and source apportionment of heavy metals in sediments form Xiaoqinghe watershed of Jinan. J Southwest China Normal Univ (Nat Sci Ed) 42(2):78–84 (in Chinese)

    Google Scholar 

  • Yi YJ, Yang ZF, Zhang SH (2011) Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River basin. Environ Pollut 159(10):2575–2585

    Article  CAS  Google Scholar 

  • 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

    Article  CAS  Google Scholar 

  • Zhang Q, Shen ZQ (2012) Investigation of heavy metal concentrations in soils in typical wire rope industry area. Environ Monit Manag Technol 25(6):19–23 (in Chinese)

    Google Scholar 

  • Zhang Q, Liu YY, Chen M, Geng JS (2012) Evaluated on heavy metal pollution of inland river sediment in Nantong city by accumulation index method. Arid Environ Monit 26(1):27–30 (in Chinese)

    Google Scholar 

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Authors and Affiliations

  1. Geological Survey of Jiangsu Province, Nanjng, 210018, China

    Shunsheng Huang, Yang Jin, Ming Hua, Xinmin Wu, WeiWei Xu, Yongbiao Yang, Haiou Wang, Yiming Su & Luming Cai

  2. Department of Geography and Anthropology, Kennesaw State University, 1000 Chastain Road, Kennesaw, GA, 30144-5591, USA

    Jun Tu

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  1. Shunsheng Huang
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  2. Jun Tu
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  3. Yang Jin
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  4. Ming Hua
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  5. Xinmin Wu
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  10. Luming Cai
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Correspondence to Jun Tu.

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Huang, S., Tu, J., Jin, Y. et al. Contamination Assessment and Source Identification of Heavy Metals in River Sediments in Nantong, Eastern China. Int J Environ Res 12, 373–389 (2018). https://doi.org/10.1007/s41742-018-0097-8

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