Abstract
The study aimed to determine eight hazardous heavy metals in surface water and sediment samples collected from the Naf River, Shah Porir Dwip (estuary), and mostly around Saint Martin’s Island in the Bay of Bengal. The results of heavy metals in water samples were ranged as Pb 14.7–313.0, Cd 33.0–70.0, Cr < 11.0–37.0, Cu 38.0–57.0, Zn 26.8–69.2, Ni 102.0–285.0, and Hg 0.3–1.6 μg L−1. The concentrations of metals in sediment samples were ranged as Pb < 10.0–37.5, Cd 0.2–1.0, Cr < 5.0–30.1, Cu < 3.0–30.9, Zn 24.1–88.0, Ni < 4.0–48.3, As 0.1–7.3, and Hg < 0.01–0.08 mg kg−1 dw. Ni and Cr were strongly correlated, suggesting that this pair of metals might diffuse from a common origin. The contamination factor (Cif) demonstrated that sediment samples were mostly contaminated by Cd and slightly contaminated by Pb and Zn. The geoaccumulation index (Igeo) revealed considerable values for Cd on Saint Martin’s Island. Cd as a single regulator posed moderate to considerable risk frequently among the sampling stations. Pollution load index (PLI) values remained below 1 (< 1), which indicated a decrease from baseline pollution value among all stations. However, potential ecological risk (PER) was graded for two stations (St1 and St13) with a moderate-risk zone due to the Cd contribution. However, shipping emission and lithogenic sources were the most predominant for heavy metals in the sediment, which were determined by applying the principal component analysis-absolute principal component score (PCA-APCS).
Similar content being viewed by others
References
Abrahim GMS, Parker RJ (2008) Assessment of heavy metal enrichment factors and the degree of contamination in marine sediments from Tamaki Estuary, Auckland, New Zealand. Environ Monit Assess 136:227–238
Abuduwaili J, Zhang ZY, Jiang FQ (2015) Assessment of the distribution, sources and potential ecological risk of heavy metals in the dry surface sediment of Aibi Lake in Northwest China. PLoS One 10:e0120001
Ahmed MK, Ahamed S, Rahman S, Haque MR, Islam MM (2009) Heavy metals concentration in water, sediments and their bioaccumulations in some freshwater fishes and mussel in Dhaleshwari River, Bangladesh. Terr Aquat Environ Toxicol 3:33–41
Aktaruzzaman M, Chowdhury M, Fardous Z, Alam M, Hossain M, Fakhruddin A (2014) Ecological risk posed by heavy metals contamination of ship breaking yards in Bangladesh. Int J Environ Res 8:469–478
Anu G, Kumar NC, Jayalakshmi KJ, Nair SM (2007) Monitoring of heavy metal partitioning in reef corals of Lakshadweep Archipelago, Indian Ocean. Environ Monit Assess 128:195–208
ANZECC (2000) (Australian and New Zealand Environment and Conservation Council). The guidelines. Australian and New Zealand guidelines for fresh and marine water quality, Volume 1, Agriculture and Resource Management Council of Australia and New Zealand
APHA (1998) (American Public Health Association). Standard methods for the examination of water and wastewater. Washington DC
ATSDR (2004) Agency for Toxic Substances and Disease Registry. Divisionof Toxicology, Atlanta http://www.atsdr.cdc.gov/toxprofiles/
Baby J, Raj JS, Biby ET, Sankarganesh P, Jeevitha M, Ajisha S, Rajan SS (2010) Toxic effect of heavy metals on aquatic environment. Int J Biol Chem Sci 4
Baki MA, Hossain MM, Akter J, Quraishi SB, Haque Shojib MF, Atique Ullah AKM, Khan MF (2018) Concentration of heavy metals in seafood (fishes, shrimp, lobster and crabs) and human health assessment in Saint Martin Island, Bangladesh. Ecotoxicol Environ Saf 159:153–163
Bhuyan MS, Bakar MA, 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 Manage 8:273–279
Brady JP, Kinaev I, Goonetilleke A, Ayoko GA (2016) Comparison of partial extraction reagents for assessing potential bioavailability of heavy metals in sediments. Mar Pollut Bull 106:329–334
Braungardt CB, Achterberg EP, Elbaz-Poulichet F, Morley NH (2003) Metal geochemistry in a mine-polluted estuarine system in Spain. Appl Geochem 18:1757–1771
Burton ED, Phillips IR, Hawker DW (2004) Trace metals and nutrients in bottom sediments of the Southport Broadwater, Australia. Mar Pollut Bull 48:378–384
Chattopadhyay S (2005) Grain incident and other mercury tragedies: forms, fate and effects. In: Wexler P (ed) Encyclopedia of toxicology. Elsevier, Oxford
Chiu TR, Khan F, Latif MT, Nadzir MSM, Hamid HHA, Yusoff H, Ali MM (2018) Distribution of polycyclic aromatic hydrocarbons (PAHs) in surface sediments of Langkawi island, Malaysia. Sains Malays 47:871–882
de Paula Filho FJ, Marins RV, de Lacerda LD, Aguiar JE, Peres TF (2015) Background values for evaluation of heavy metal contamination in sediments in the Parnaíba River Delta estuary, NE/Brazil. Mar Pollut Bull 91:424–428
Duodu GO, Goonetilleke A, Ayoko GA (2017) Potential bioavailability assessment, source apportionment and ecological risk of heavy metals in the sediment of Brisbane River estuary, Australia. Mar Pollut Bull 117:523–531
Esslemont G, Russell RA, Maher WA (2004) Coral record of harbour dredging: Townsville, Australia. J Mar Syst 52:51–64
Filgueiras AV, Lavilla I, Bendicho C (2004) Evaluation of distribution, mobility and binding behaviour of heavy metals in surficial sediments of Louro River (Galicia, Spain) using chemometric analysis: a case study. Sci Total Environ 330:115–129
Fu J, Zhao C, Luo Y, Liu C, Kyzas GZ, Luo Y, Zhao D, An S, Zhu H (2014) Heavy metals in surface sediments of the Jialu River, China: their relations to environmental factors. J Hazard Mater 270:102–109
Guo W, Liu X, Liu Z, Li G (2010) Pollution and potential ecological risk evaluation of heavy metals in the sediments around Dongjiang Harbor, Tianjin. Procedia Environ Sci 2:729–736
Gutiérrez O, Luciano C, Rodríguez M, Fink BC (2004) Comparison between an acceptance-based and a cognitive-control-based protocol for coping with pain. Behav Ther 35:767–783
Hakanson L (1980) An ecological risk index for aquatic pollution control.a sedimentological approach. Water Res 14:975–1001
Hasan AB, Kabir S, Selim Reza AHM, Nazim Zaman M, Ahsan A, Rashid M (2013) Enrichment factor and geo-accumulation index of trace metals in sediments of the ship breaking area of Sitakund Upazilla (Bhatiary–Kumira), Chittagong, Bangladesh. J Geochem Explor 125:130–137
Hilton J, Davison W, Ochsenbein U (1985) A mathematical model for analysis of sediment coke data. Geology 48:281–291
Hosseini Alhashemi A, Sekhavatjou MS, Hassanzadeh Kiabi B, Karbassi AR (2012) Bioaccumulation of trace elements in water, sediment, and six fish species from a freshwater wetland, Iran. Microchem J 104:1–6
Hua L, Yang X, Liu Y, Tan X, Yang Y (2018) Spatial distributions, pollution assessment, and qualified source apportionment of soil heavy metals in a typical Mineral Mining City in China. Sustainability 10
Islam MS, Ahmed MK, Habibullah-Al-Mamun M, Islam KN, Ibrahim M, Masunaga S (2014a) Arsenic and lead in foods: a potential threat to human health in Bangladesh. Food Addit Contam A 31:1982–1992
Islam MS, Han S, Ahmed MK, Masunaga S (2014b) Assessment of trace metal contamination in water and sediment of some rivers in Bangladesh. J Water Environ Technol 12:109–121
Islam MS, Ahmed MK, Habibullah-Al-Mamun M, Hoque MF (2015a) Preliminary assessment of heavy metal contamination in surface sediments from a river in Bangladesh. Environ Earth Sci 73:1837–1848
Islam MS, Ahmed MK, Raknuzzaman M, Mamun MHA, Islam MK (2015b) Heavy metal pollution in surface water and sediment: a preliminary assessment of an urban river in a developing country. Ecol Indic 48:282–291
Islam MA, Al-mamun A, Hossain F, Quraishi SB, Naher K, Khan R, Das S, Tamim U, Hossain SM, Nahid F (2017) Contamination and ecological risk assessment of trace elements in sediments of the rivers of Sundarban mangrove forest, Bangladesh. Mar Pollut Bull 124:356–366
Ismail N (1984) Organic carbon and calcium carbonate distribution near sewage outfalls in the Jordan Gulf of Aqaba. Red Sea, Arab Gulf. J Sci Res 2:547–558
Jain S, Sharma SK, Choudhary N, Masiwal R, Saxena M, Sharma A, Mandal TK, Gupta A, Gupta NC, Sharma C (2017) Chemical characteristics and source apportionment of PM<inf>2.5</inf>using PCA/APCS, UNMIX, and PMF at an urban site of Delhi, India. Environ Sci Pollut Res 24:14637–14656
Jain S, Sharma SK, Mandal TK, Saxena M (2018) Source apportionment of PM<inf>10</inf>in Delhi, India using PCA/APCS, UNMIX and PMF. Particuology 37:107–118
JR R (1999) Metal toxicity in children. Training manual on pediatric environmental health: putting it into practice. Children’s Environmental Health Network, Emeryville
Khan MAA, Khan YSA (2003) Trace metals in littoral sediments from the north east coast of the Bay of Bengal along the ship breaking area, Chittagong, Bangladesh. J Biol Sci 3:1050–1057
Khan MF, Hirano K, Masunaga S (2010) Quantifying the sources of hazardous elements of suspended particulate matter aerosol collected in Yokohama, Japan. Atmos Environ 44:2646–2657
Komarnicki GJK (2005) Lead and cadmium in indoor air and the urban environment. Environ Pollut 136:47–61
Luo Q, Shan Y, Muhammad A, Wang S, Sun L, Wang H (2018) Levels, distribution, and sources of organophosphate flame retardants and plasticizers in urban soils of Shenyang, China. Environ Sci Pollut Res 25:31752–31761
Mandal BK, Suzuki KT (2002) Arsenic round the world: a review. Talanta 58:201–235
McConchie D, Harriott V (1992) The partitioning of metals between tissue and skeletal parts of corals: application in pollution monitoring. Proc. 7th Int. Coral Reef Symp. I (Richmond RH eds) pp. 97-103. 22–26 June. University of Guam Press, Mangilao, GU 96923. ISBN: 1-881629-01-5
Mi Y, Chang S, Shi Q, Gao X, Huang C (2008) Aquatic environmental quality assessment in Ebinur Lake catchment during high flow period. J Lake Sci 21:891–894
Mitchelmore CL, Alan Verde E, Ringwood AH, Weis VM (2003) Differential accumulation of heavy metals in the sea anemone Anthopleura elegantissima as a function of symbiotic state. Aquat Toxicol 64:317–329
Mohiuddin KM, Ogawa Y, Zakir HM, Otomo K, Shikazono N (2011) Heavy metals contamination in water and sediments of an urban river in a developing country. Int J Environ Sci Technol 8:723–736
Müller G (1969) Index of geoaccumulation in sediments of the Rhine River. Geojournal 2:108–118
Mummullage S, Egodawatta P, Ayoko GA, Goonetilleke A (2016) Sources of hydrocarbons in urban road dust: identification, quantification and prediction. Environ Pollut 216:80–85
Muslim I, Jones G (2003) The seasonal variation of dissolved nutrients, chlorophyll a and suspended sediments at Nelly Bay, Magnetic Island. Estuar Coast Shelf Sci 57:445–455
Piazzolla D, Scanu S, Frattarelli FM, Mancini E, Tiralongo F, Brundo MV, Tibullo D, Pecoraro R, Copat C, Ferrante M, Marcelli M (2015) Trace-metal enrichment and pollution in coastal sediments in the northern Tyrrhenian Sea, Italy. Arch Environ Contam Toxicol 69:470–481
Rabee AM, Al-Fatlawy YF, Nameer M (2011) Using pollution load index (PLI) and geoaccumulation index (I-geo) for the assessment of heavy metals pollution in Tigris river sediment in Baghdad Region. Al-Nahrain J Sci 14:108–114
Rahman MT, Rahman MS, Quraishi S, Ahmad J, Choudhury T, Mottaleb MJ (2011) Distribution of heavy metals in water and sediments in Passur River, Sundarban Mangrove Forest, Bangladesh. J Int Enviro Appl Sci 6:537–546
Rahman MS, Saha N, Molla AH (2014) Potential ecological risk assessment of heavy metal contamination in sediment and water body around Dhaka export processing zone, Bangladesh. Environ Earth Sci 71:2293–2308
Rakib MA, Sasaki J, Matsuda H, Quraishi SB, Mahmud MJ, Bodrud-Doza M, Ullah AKMA, Fatema KJ, Newaz MA, Bhuiyan MAH (2020) Groundwater salinization and associated co-contamination risk increase severe drinking water vulnerabilities in the southwestern coast of Bangladesh. Chemosphere 246:125646
Raknuzzaman M, Ahmed MK, Islam MS, Habibullah-Al-Mamun M, Tokumura M, Sekine M, Masunaga S (2016) Trace metal contamination in commercial fish and crustaceans collected from coastal area of Bangladesh and health risk assessment. Environ Sci Pollut Res 23:17298–17310
Rashid SMA (2008) 2008. Is restriction on construction enough to protect St. Martins biodiversity? The Daily Star.
Remeikaitė-Nikienė N, Garnaga-Budrė G, Lujanienė G, Jokšas K, Stankevičius A, Malejevas V, Barisevičiūtė R (2018) Distribution of metals and extent of contamination in sediments from the south-eastern Baltic Sea (Lithuanian zone). Oceanologia 60:193–206
Roberts TL (2014) Cadmium and phosphorus fertilizers: the issues and the science. Procedia Eng 83:52–59
Rout S, Kumar A, Sarkar P, Mishra MK, Ravi P (2013) Application of Chemometric methods for assessment of heavy metal pollution and source apportionment in Riparian zone soil of Ulhas River estuary, India. Int J Environ Sci 3:1485
Rudnick R, Gao S (2003) Composition of the continental crust. In: Holland HD, Turekian KK (eds) Treatise on geochemistry, vol 3. Elsevier, Amsterdam, pp 1–p64
Salomons W, Forstner U (1984) Metals in the hydrocycle. Springer Verlag, Berlin, p 349
Sarimin AS, Mohamed CAR (2012) Elements content in otolith as pollution indicator for cultured sea bass (Lates calcarifer) of Malaysia. J Environ Prot 3:1689–1703
Shikazono N, Tatewaki K, Mohiuddin KM, Nakano T, Zakir HM (2012) Sources, spatial variation, and speciation of heavy metals in sediments of the Tamagawa River in Central Japan. Environ Geochem Health 34:13–26
Siddique MAM, Mustafa Kamal AH, Aktar M (2012) Trace metal concentrations in salt marsh sediments from Bakkhali River estuary, Cox’s Bazar, Bangladesh. Zool Ecol 22:254–259
Singh M, Müller G, Singh IB (2002) Heavy metals in freshly deposited stream sediments of rivers associated with urbanisation of the Ganga Plain, India. Water Air Soil Pollut 141:35–54
Singh VK, Singh KP, Mohan D (2005) Status of heavy metals in water and bed sediments of River Gomti – a tributary of the Ganga River, India. Environ Monit Assess 105:43–67
Soler JS, Rovira JS (1996) Cadmium in inorganic fertilizers. In: Rodriguez-Barrueco C (ed) Fertilizers and environment: Proceedings of the International Symposium “Fertilizers and Environment”, held in Salamanca, Spain, 26–29, September, 1994. Springer Netherlands, Dordrecht, pp 541–545
Solomons NW (1986) Competitive interaction of iron and zinc in the diet: consequences for human nutrition. J Nutr 116:927–935
Storelli MM, Storelli A, D'Addabbo R, Marano C, Bruno R, Marcotrigiano GO (2005) Trace elements in loggerhead turtles (Caretta caretta) from the eastern Mediterranean Sea: overview and evaluation. Environ Pollut 135:163–170
Suresh G, Ramasamy V, Meenakshisundaram V, Venkatachalapathy R, Ponnusamy V (2011) Influence of mineralogical and heavy metal composition on natural radionuclide concentrations in the river sediments. Appl Radiat Isot 69:1466–1474
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
Tang H, Ke Z, Yan M, Wang W, Nie H, Li B, Zhang J, Xu X, Wang J (2018) Concentrations, distribution, and ecological risk assessment of heavy metals in Daya Bay. China. 10:780
Tareq SM, Rahaman M, Rikta S, Islam SN, Sultana MS (2013) Seasonal variations in water quality of the Ganges and Brahmaputra River, Bangladesh. Jahangirnagar Univ Environ Bull 2:71–82
Taylor SR (1964) Abundance of chemical elements in the continental crust: a new table. Geochim Cosmochim Acta 28:1273–1285
Tessier A, Campbell PG, Bisson M (1979) Sequential extraction procedure for the speciation of particulate trace metals. Anal Chem 51:844–851
Thompson PM, Islam MA (2010) Environmental profile of St. Martin’s Island. United Nations Development Programme (UNDP), Bangladesh
Thurston GD, Spengler JD (1985) A quantitative assessment of source contributions to inhalable particulate matter pollution in metropolitan Boston. Atmos Environ 19:9–25
Turekian KK, Wedepohl KH (1961) Distribution of the elements in some major units of the earth's crust. Geol Soc Am Bull 72:175–192
USEPA (1999) Screening level ecological risks assessment protocol for hazardous waste combustion facilities. Appendix E: Toxicity Reference Values. EPA 530-D99-001C, vol. 3. http://www.epa.gov/epaoswer/hazwaste/combust/eco-risk/voume3/a ppx-e.pdf
USEPA (2001) Methods for collection, storage and manipulation of sediments for chemicals and toxicological analysis: technical manual. EPA-823-B-01-002. Office of Water, Washington, DC
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
Watson C, Yanong R (1999) Use of copper in freshwater aquaculture and farm ponds. The Fisheries and Aquatic Sciences Department, UF/IFAS Extension, http://edis.ifas.ufl.edu
WHO (2003) Elemental mercury and inorganic mercury compounds: human health aspects. World Health Organization, Geneva
WHO (2004) Guidelines for drinking water quality, 3rd edn. World Health Organization, Geneva
Widiana DR, You SJ, Yang HH, Tsai JH, Wang YF (2017) Source apportionment of air pollution and characteristics of volatile organic compounds in a municipal wastewater treatment plant, North Taiwan. Aerosol Air Qual Res 17:2878–2890
Yi Y, Yang Z, Zhang S (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 159:2575–2585
Zhao G, Ye S, Yuan H, Ding X, Wang J (2017) Surface sediment properties and heavy metal pollution assessment in the Pearl River Estuary, China. Environ Sci Pollut Res Int 24:2966–2979
Acknowledgments
The authors would like to express their sincere gratitude to the Chemistry Division, Atomic Energy Center, 4-Kazi Nazrul Islam Avenue, Ramna, Dhaka, for providing all technical assistance. The authors are also grateful to Arifin Islam (Assistant Professor, Department of Accounting & Information Systems, Jagannath University, Dhaka) for guiding in statistical analysis and Md. Salauddin (M.Sc. student of Geography & Environment Science of Jagannath University) for helping with the GIS map of the study site, and finally a cordial thank is given to Irin Sultana Mithun for partial funding from the project titled “Avifaunal status of Saint Martin’s Island of Bangladesh” for field sampling and transportation. We also thank Mr. Khandaker Tanvir Hossain for his assistance in this work.
Funding
This research is supported by the University of Malaya Research Grant IIRG009A-2019, as well as Fundamental Research Grant Scheme (FRGS) FP099-2019A.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: Céline Guéguen
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
ESM 1
(DOCX 353 kb)
Rights and permissions
About this article
Cite this article
Sarker, K.K., Bristy, M.S., Alam, N. et al. Ecological risk and source apportionment of heavy metals in surface water and sediments on Saint Martin’s Island in the Bay of Bengal. Environ Sci Pollut Res 27, 31827–31840 (2020). https://doi.org/10.1007/s11356-020-09384-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-020-09384-x