Abstract
Heavy metals bioavailability, organic matter and grain size were investigated in the surface sediment of Sungai Puloh mangrove area using modified sequential extraction technique, loss on ignition and pipette method, respectively. There was elevated level of heavy metals concentration for Cd, Cu, Pb, Zn and Ni as high as 1.46, 202.34, 225.47, 650.83 and 226.90 µg/g, respectively. High organic matter content was also recorded in the range 38.45–46.90%. Particle size analysis revealed that the sediment is sufficiently of clay texture (over 50%). Geoaccumulation index (Igeo), contamination factor (CF), pollution loads index (PLI) and risk assessment code were determined. RAC was as high as 50%. Very strong pollution (Igeo < 3) and high CF (CF > 6) were observed. All sites therefore may be considered polluted (PLI > 1). Discriminant analysis, nonparametric Kruskal–Wallis test as well as principal component analysis (PCA) were conducted. Significant difference for concentration of heavy metals in sediment was obtained (P < 0.05) for Kruskal–Wallis tests. PCA resulted in the extraction of three components (F1, F2 and F3) accounts for 80.04% of the total variation. Anthropogenic as well as natural activities are the sources of pollution in Sungai Puloh.
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Abd El-Azim H, El-Moselhy KM (2005) Determination and partitioning of metals in sediments along the Suez Canal by sequential extraction. J Mar Syst 56(3–4):363–374. https://doi.org/10.1016/j.jmarsys.2004.12.001
Abollino O, Malandrino M, Giacomino A, Mentasti E (2011) The role of chemometrics in single and sequential extraction assays: a review: part I. Extraction procedures, uni- and bivariate techniques and multivariate variable reduction techniques for pattern recognition. Analyt Chim Acta 688(2):104–121. https://doi.org/10.1016/j.aca.2010.12.020
Ahmad AK, Mushrifah I, Shuhaimi-Othman M (2009) Water quality and heavy metal concentrations in dediment of Sungai Kelantan, Kelantan, Malaysia: a baseline study. Sains Malaysiana 38(4):435–442
Ahmadi S, Afyuni M, Karami M (2017) Multivariate statistical analysis of heavy metals contamination in atmospheric dust of Kermanshah province, western Iran, during the spring and summer 2013. J Geochem Explor 180(June):61–70. https://doi.org/10.1016/j.gexplo.2017.06.007
Andrews SM, Johnson MS, Cooke JA (1989) Distribution of trace element pollutants in a contaminated grassland ecosystem established on metalliferous fluorspar tailings. 2: zinc. Environ Pollut 59(3):241–252. https://doi.org/10.1016/0269-7491(89)90229-7
Badri MA, Aston SR (1983) Observations on heavy metal geochemical associations in polluted and non-polluted estuarine sediments. Environ Pollut Ser B Chem Phys 6(3):181–193. https://doi.org/10.1016/0143-148X(83)90033-2
Barillé-Boyer AL, Barillé L, Massé H, Razet D, Héral M (2003) Correction for particulate organic matter as estimated by loss on ignition in estuarine ecosystems. Estuar Coast Shelf Sci 58(1):147–153. https://doi.org/10.1016/S0272-7714(03)00069-6
Bi S, Yang Y, Xu C, Zhang Y, Zhang X, Zhang X (2017) Distribution of heavy metals and environmental assessment of surface sediment of typical estuaries in eastern China. Mar Pollut Bull 121(1–2):357–366. https://doi.org/10.1016/j.marpolbul.2017.06.013
Cabrera FU, Clemente L, Dıaz E, Lopez R (1999) Heavy metal pollution of soils affected by the Guadiamar toxic flood. Sci Total Environ 242:117–129
Çevik F, Ziya M, Göksu L (2009) An assessment of metal pollution in surface sediments of Seyhan dam by using enrichment factor, geoaccumulation index and statistical analyses. Environ Monit Assess 152:309–317. https://doi.org/10.1007/s10661-008-0317-3
Chakraborty P, Chakrabarti CL (2006) Chemical speciation of Co, Ni, Cu, and Zn in mine effluents and effects of dilution of the effluent on release of the above metals from their metal-dissolved organic carbon (DOC) complexes. Analyt Chim Acta 571(2):260–269. https://doi.org/10.1016/j.aca.2006.04.069
Chakraborty P, Zhao J, Chakrabarti CL (2009) Copper and nickel speciation in mine effluents by combination of two independent techniques. Analyt Chim Acta 636(1):70–76. https://doi.org/10.1016/j.aca.2009.01.030
Chakraborty P, Raghunadh Babu PV, Vudamala K, Ramteke D, Chennuri K (2014) Mercury speciation in coastal sediments from the central east coast of India by modified BCR method. Mar Pollut Bull 81(1):282–288. https://doi.org/10.1016/j.marpolbul.2013.12.054
Chakraborty P, Sarkar A, Vudamala K, Naik R, Nath BN (2015) Organic matter—a key factor in controlling mercury distribution in estuarine sediment. Mar Chem 173:302–309. https://doi.org/10.1016/j.marchem.2014.10.005
Councell TB, Duckenfield KEAU, Survey USG, Drive SV (2004) Tire-wear particles as a source of zinc to the environment. Environ Sci Technol 38(15):4206–4214
Furukawa K, Wolanski E, Mueller H (1997) Currents and sediment transport in mangrove forests. Estuar Coast Shelf Sci 44(3):301–310. https://doi.org/10.1006/ecss.1996.0120
Gao S, Collins M (1994) Net sediment transport patterns inferred from grain-size trends, based upon definition of “transport vectors”—reply. Sediment Geol 80:47–60. https://doi.org/10.1016/0037-0738(94)90023-X
Ghrefat H, Yusuf N (2006) Assessing Mn, Fe, Cu, Zn, and Cd pollution in bottom sediments of Wadi Al-Arab Dam, Jordan. Chemosphere 65(11):2114–2121. https://doi.org/10.1016/j.chemosphere.2006.06.043
González A, Palma MG, Ziegler K, González E, Álvarez MA (2013) Contamination and risk assessment of heavy metals in bottom sediments from Lake Valencia. Venezuela 16001:10–13
Hernberg S (2000) Lead poisoning in a historical perspective. Am J Ind Med 38(3):244–254
Hu B, Li G, Li J, Bi J, Zhao J, Bu R (2013) Spatial distribution and ecotoxicological risk assessment of heavy metals in surface sediments of the southern Bohai Bay, China. Environ Sci Pollut Res Int 20(6):4099–4110. https://doi.org/10.1007/s11356-012-1332-z
Hui-na ZHU, Xing-zhong Y, Guang-ming Z, Min J, Jie L (2012) Ecological risk assessment of heavy metals in sediments of Xiawan Port based on modified potential ecological risk index. Trans Nonferr Met Soc China 22(6):1470–1477. https://doi.org/10.1016/S1003-6326(11)61343-5
Hussein KO, Olalekan SF, Folahan AA, Bhekumusa JX, Reinette GS (2012) A review of sequential extraction procedures for heavy metals speciation in soil and sediment. Sci Rep 1(3):181
Idriss AA, Ahmad AK (2013) Heavy metals nickel and chromium in sediments in the Juru River, Penang, Malaysia. J Environ Prot 4:1245–1250. https://doi.org/10.4236/jep.2013.411144
Ismail A (1993) Heavy metal concentrations in sediments off Bintulu, Malaysia. Mar Pollut Bull 26(12):706–707. https://doi.org/10.1016/0025-326X(93)90556-Y
Jaishankar M, Tseten T, Anbalagan N, Mathew BB, Beeregowda KN (2014) Toxicity, mechanism and health effects of some heavy metals. Interdiscip Toxicol 7(2):60–72. https://doi.org/10.2478/intox-2014-0009
Johnson MS, Roberts RD, Hutton M, Inskip MJ (1978) Distribution of lead, zinc and cadmium in small mammals from polluted environments. Oikos 30(1):153. https://doi.org/10.2307/3543536
Kadhum SA, Ishak MY, Zulkifli SZ, Hashim R (2015) Evaluation of the status and distributions of heavy metal pollution in surface sediments of the Langat River Basin in Selangor Malaysia. Mar Pollut Bull 101(1):391–396. https://doi.org/10.1016/j.marpolbul.2015.10.012
Karak T, Bhattacharyya P (2010) Heavy metal accumulation in soil amended with roadside pond sediment and uptake by winter wheat (Triticum aestivum L. cv. PBW 343). Sci World J 10:2314–2329. https://doi.org/10.1100/tsw.2010.220
Liu J, Zhang XH, Tran H, Wang DQ, Zhu YN (2011) Heavy metal contamination and risk assessment in water, paddy soil, and rice around an electroplating plant. Environ Sci Pollut Res 18(9):1623–1632. https://doi.org/10.1007/s11356-011-0523-3
Liu Y, Du Q, Wang Q, Yu H, Liu J, Tian Y, Lei J (2017) Causal inference between bioavailability of heavy metals and environmental factors in a large-scale region. Environ Pollut 226:370–378. https://doi.org/10.1016/j.envpol.2017.03.019
Macfarlane GR, Koller CE, Blomberg SP (2007) Accumulation and partitioning of heavy metals in mangroves: a synthesis of field-based studies. Chemosphere 69:1454–1464
Marchand C, Allenbach M, Lallier-Vergès E (2011) Relationships between heavy metals distribution and organic matter cycling in mangrove sediments (Conception Bay, New Caledonia). Geoderma 160(3–4):444–456. https://doi.org/10.1016/j.geoderma.2010.10.015
Maslennikova S, Larina N, Larin S (2012) The effect of sediment grain size on heavy. Lakes Reserv Ponds 6(1):43–54
Morales-Muñoz S, Luque-García JL, Ramos MJ, Fernández-Alba A, Luque de Castro MD (2005) Sequential superheated liquid extraction of pesticides, pharmaceutical and personal care products with different polarity from marine sediments followed by gas chromatography mass spectrometry detection. Analyt Chim Acta 552(1–2):50–59. https://doi.org/10.1016/j.aca.2005.07.042
Muller G (1969) Index of geoaccumulation in sediments of Rhine River. Geoj 2(3):108–118
Naji A, Ismail A, Ismail AR (2010) Chemical speciation and contamination assessment of Zn and Cd by sequential extraction in surface sediment of Klang River, Malaysia. Microchem J 95(2):285–292. https://doi.org/10.1016/j.microc.2009.12.015
Nemati K, Abu Bakar NK, Abas MR, Sobhanzadeh E (2011) Speciation of heavy metals by modified BCR sequential extraction procedure in different depths of sediments from Sungai Buloh, Selangor, Malaysia. J Hazard Mater 192(1):402–410. https://doi.org/10.1016/j.jhazmat.2011.05.039
Okocha RO, Adedeji OB (2012) Overview of copper toxicity to aquatic life. Rep Opin 4(8):57–68
Passos EDA, Alves JC, dos Santos IS, Alves JDPH, Garcia CAB, Spinola Costa AC (2010) Assessment of trace metals contamination in estuarine sediments using a sequential extraction technique and principal component analysis. Microchem J 96(1):50–57. https://doi.org/10.1016/j.microc.2010.01.018
Qishlaqi A, Moore F (2007) Statistical analysis of accumulation and sources of heavy metals occurrence in agricultural soils of Khoshk River Banks, Shiraz, Iran. Am Eurasian J Agric Environ Sci 2(5):565–573
Ranjbar Jafarabadi A, Riyahi Bakhtiyari A, Shadmehri Toosi A, Jadot C (2017) Spatial distribution, ecological and health risk assessment of heavy metals in marine surface sediments and coastal seawaters of fringing coral reefs of the Persian Gulf, Iran. Chemosphere 185:1090–1111. https://doi.org/10.1016/j.chemosphere.2017.07.110
Rus L, Rada S, Rednic V, Culea E, Rada M, Bot A, Rusu T (2014) Structural and optical properties of the lead based glasses containing iron (III) oxide. J Non-Cryst Solids 402:111–115. https://doi.org/10.1016/j.jnoncrysol.2014.05.026
Shrivastava AK (2009) A review on copper pollution and its removal from water bodies by pollution control technologies. Indian J Environ Prot 29:552–560
Silva CAR, Silva AP, De Oliveira SR (2006) Concentration, stock and transport rate of heavy metals in a tropical red mangrove, Natal, Brazil. Mar Chem 99:2–11. https://doi.org/10.1016/j.marchem.2005.09.010
Singh AK, Hasnain SI, Banerjee DK (1999) Grain size and geochemical partitioning of heavy metals in sediments of the Damodar River—a tributary of the lower Ganga, India. Environ Geol 39(1):90–98. https://doi.org/10.1007/s002540050439
Skaggs TH, Arya LM, Shouse PJ, Mohanty BP (2001) Estimating particle-size distribution from limited soil texture data. Soil Sci Soc Am J 65:1038–1044. https://doi.org/10.2136/sssaj2001.6541038x
Sreekanth A, Mrudulrag SK, Cheriyan E, Sujatha CH (2015) Trace metal enrichment and organic matter sources in the surface sediments of Arabian Sea along southwest India (Kerala coast). Mar Pollut Bull 101(2):938–946. https://doi.org/10.1016/j.marpolbul.2015.10.040
Swati A, Hait S (2017) Fate and bioavailability of heavy metals during vermicomposting of various organic wastes—a review. Process Saf Environ Prot 109:30–45. https://doi.org/10.1016/j.psep.2017.03.031
Tavakoly SSB, Salleh A, Rezayi M, Saadati N, Narimany L, Tehrani GM (2013) Distribution and contamination of heavy metal in the coastal sediments of Port Klang, Selangor, Malaysia. Water Air Soil Pollut 224(4):1476. https://doi.org/10.1007/s11270-013-1476-6
Tessier A, Campbell PGC (1987) Partitioning of trace metals in sediments: relationships with bioavailability. Hydrobiologia 149(1):43–52. https://doi.org/10.1007/BF00048645
Tomlinson DL, Wilson JG, Harris CR, Jeffry DW (1980) Problems in the assessment of heavy metals levels in estuaries and the formation of a pollution index. Helgol Meeresunters 33:566–575. https://doi.org/10.1007/BF02414780
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. https://doi.org/10.1130/0016-7606(1961)72[175:DOTEIS]2.0.CO;2
Udechukwu BE, Ismail A, Zulkifli SZ, Omar H (2015) Distribution, mobility, and pollution assessment of Cd, Cu, Ni, Pb, Zn, and Fe in intertidal surface sediments of Sg. Puloh mangrove estuary, Malaysia. Environ Sci Pollut Res 22:4242–4255. https://doi.org/10.1007/s11356-014-3663-4
Wang JP, Wang XJ, Zhang J (2013) Evaluating loss-on-ignition method for determinations of soil organic and inorganic carbon in arid soils of northwestern china. Pedosphere 23(5):593–599. https://doi.org/10.1016/S1002-0160(13)60052-1
Yap CK, Ismail A, Tan SG, Omar H (2002) Concentrations of Cu and Pb in the offshore and intertidal sediments of the west coast of Peninsular Malaysia. Environ Int 28(6):467–79. https://doi.org/10.1016/S0160-4120(02)00073-9
Yap CK, Ismail A, Tan SG, Omar H (2003) Accumulation, depuration and distribution of cadmium and zinc in the green-lipped mussel Perna viridis(Linnaeus) under laboratory conditions. Hydrobiologia 498:151–160. https://doi.org/10.1023/A:1026221930811
Yongming H, Peixuan D, Junji C, Posmentier ES (2006) Multivariate analysis of heavy metal contamination in urban dusts of Xi’an, Central China. Sci Total Environ 355(1–3):176–186. https://doi.org/10.1016/j.scitotenv.2005.02.026
Yuswir NS, Praveena SM, Aris AZ, Ismail SNS, Hashim Z (2015) Health risk assessment of heavy metal in urban surface soil (Klang District, Malaysia). Bull Environ Contam Toxicol 95(1):80–89. https://doi.org/10.1007/s00128-015-1544-2
Zhou L, Yang B, Xue N, Li F, Seip HM, Cong X, Li H (2014) Ecological risks and potential sources of heavy metals in agricultural soils from Huanghuai Plain, China. Environ Sci Pollut Res 21(2):1360–1369. https://doi.org/10.1007/s11356-013-2023-0
Zhu Y, Zou X, Feng S, Tang H (2006) The effect of grain size on the Cu, Pb, Ni, Cd speciation and distribution in sediments : a case study of Dongping Lake, China. Environ Geol. https://doi.org/10.1007/s00254-006-0247-8
Zulkifli SZ, Mohamat-Yusuff F, Arai T, Ismail A, Miyazaki N (2010) An assessment of selected trace elements in intertidal surface sediments collected from the Peninsular Malaysia. Environ Monit Assess 169(1–4):457–472. https://doi.org/10.1007/s10661-009-1189-x
Zulkifli SZ, Mohamat-Yusuff F, Ismail A, Miyazaki N (2012) Food preference of the giant mudskipper Periophthalmodon schlosseri (Teleostei : Gobiidae). Knowledge Manage Aquat Ecosyst 405:07. https://doi.org/10.1051/kmae/2012013
Zulkifli SZ, Mohamat-Yusuff F, Mukhtar A, Ismail A, Miyazaki N (2014) Determination of food web in intertidal mudflat of tropical mangrove ecosystem using stable isotope markers: a preliminary study. Life Sci J 11: 427–431
Acknowledgements
This study was supported by the Fundamental Research Grant Scheme (FRGS) (Reference No.: FRGS/1/2014/STWN01/UPM/02/4) from the Ministry of Higher Education, Malaysia and was performed in relation to the JSPS Core-to-Core Program, B. Asia-Africa Science Platforms. We are grateful to the members of the Faculty of Science, Universiti Putra Malaysia, in particular to Ahmed Jafaru Malam, Faid Rahman, Abdullah Talib and Azizul Aziz for their involvement in sampling and laboratory activities.
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Abubakar, U.S., Zulkifli, S.Z. & Ismail, A. Heavy metals bioavailability and pollution indices evaluation in the mangrove surface sediment of Sungai Puloh, Malaysia. Environ Earth Sci 77, 225 (2018). https://doi.org/10.1007/s12665-018-7399-1
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DOI: https://doi.org/10.1007/s12665-018-7399-1