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Heavy metals in the soils of the Arabian Gulf coast affected by industrial activities: analysis and assessment using enrichment factor and multivariate analysis

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Abstract

The concentrations of nine heavy metals (Fe, Mn, Zn, Cu, Ni, Cd, Cr, Co, and Pb) in soil samples of Arabian Gulf coast, Saudi Arabia, were investigated. Sediment Quality Guideline (SQGs), SQG-Quotient (SQG-Q), toxicity degree index (TDI), enrichment factor (EF), and multivariate analysis, including principle component analysis (PCA) and hierarchical cluster analysis (HCA), were used to measure heavy metals of concern in the study area and to identify their possible sources. The results showed that the concentrations of different heavy metals were 530–5,700 mg kg? 1 for Fe; 9–150 mg kg−1 for Mn and 8–69 mg kg−1 for Zn; 1–21 mg kg−1 for Cu and not detectable—17 mg kg−1 for Ni; 6.9–130 mg kg−1 for Cr and not detectable—5 mg kg−1 for Co; and not detectable—24 mg kg−1 for Pb. Based on SQGs, only the maximum and mean Cr concentrations of study area were in heavy and moderate rates of pollution, respectively. The values of SQG-Q and TDI revealed that the investigated sampling points showed the lowest potential of adverse biological effects. The considerable number of collected soil samples has relatively higher EF values of 5–20 for Zn, Cu, Cr, and Pb, suggesting that these four metals may be derived from anthropogenic origin. Multivariate analysis also confirmed this finding that the sources of Zn, Cu, and Pb resulted primarily from anthropogenic sources, whereas Co, Ni, Fe, and Mn were mainly attributed to lithogenic sources. It could be generally concluded that it is possible to use multivariate analyses in combination with EF values as useful tools to identify the natural or anthropogenic sources of heavy metals in soils.

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References

  • Abollino O, Aceto M, Malandrino M, Mentasti E, Sarzanini C, Petrella F (2002) Heavy metals in agricultural soils from Piedmont, Italy. Distribution, speciation and chemometric data treatment. Chemosphere 49:545–557

    Article  Google Scholar 

  • Anju M, Banerjee DK (2012) Multivariate statistical analysis of heavy metals in soils of a Pb–Zn mining area, India. Environ Monit Assess 184:4191–4206

    Article  Google Scholar 

  • Attia OEA, Abu Khadra AM, Nawwar AH, Radwan GE (2012) Impacts of human activities on the sedimentological and geochemical characteristics of Mabahiss Bay, North Hurghada, Red Sea, Egypt. Arab J Geosci 5:481–499

    Article  Google Scholar 

  • Badr NBE, El-Fiky AA, Mostafa AR, Al-Mur BA (2009) Metal pollution records in core sediments of some Red Sea coastal areas, Kingdom of Saudi Arabia. Environ Monit Assess 155:509–526

    Article  Google Scholar 

  • Bodin N, N’Gom-Kâ R, Kâ S, Thiaw OT, Tito de Morais L, Le Loc’h F, Rozuel-Chartier E, Auger D, Chiffoleau J-F (2013) Assessment of trace metal contamination in mangrove ecosystems from Senegal, West Africa. Chemosphere 90:150–157

    Article  Google Scholar 

  • Caeiro S, Costa MH, Ramos TB, Fernandes F, Silveira N, Coimbra A, Medeiros G, Painho M (2005) Assessing heavy metal contamination in Sado Estuary sediment: an index analysis approach. Ecol Indic 5:151–169

    Article  Google Scholar 

  • Chen T, Liu X, Zhu M, Zhao K, Wu J, Xu J, Huang P (2008) Identification of trace element sources and associated risk assessment in vegetable soils of the urbane rural transitional area of Hangzhou, China. Environ Pollut 151:67–78

    Article  Google Scholar 

  • De Mora S, Fowler SW, Wyse E, Azemard S (2004) Distribution of heavy metals in marine bivalves, fish and coastal sediments in the Gulf and Gulf of Oman. Mar Pollut Bull 49:410–424

    Article  Google Scholar 

  • El-Sorogy AS, Nour H, Essa E, Tawfik M (2013) Quaternary coral reefs of the Red Sea coast, Egypt: diagenetic sequence, isotopes and trace metals contamination. Arab J Geosci 6:4981–4991

    Article  Google Scholar 

  • Fernandes L, Nayak GN, Ilangovan D (2012) Geochemical assessment of metal concentrations in mangrove sediments along Mumbai coast, India. World Acad Sci Eng Technol 61:258–263

    Google Scholar 

  • Garali AB, Ouakad M, Gueddari M (2010) Contamination of superficial sediments by heavy metals and iron in the Bizerte lagoon, northern Tunisia. Arab J Geosci 3:295–306

    Article  Google Scholar 

  • Gee GW, Bauder JW (1994) Particle-size analysis. 377–382. In Methods of Soil Analysis. Part 1, 3rd edition. Physical and Mineralogical Methods. Edited by Klute, A. SSSA and ASA, Madison, WI

  • Han YM, Du PX, Cao JJ, Posmentier ES (2006) Multivariate analysis of heavy metal contamination in urban dusts of Xi’an, Central China. Sci Total Environ 355:176–186

    Article  Google Scholar 

  • Hernandez L, Probst A, Probst JL, Ulrich E (2003) Heavy metal distribution in some French forest soils: evidence for atmosphere contamination. Sci Total Environ 312:195–210

    Article  Google Scholar 

  • Hossner LH (1996) Dissolution for total elemental analysis. In: Methods of soil analysis. Part 3, 3rd edition Chemical Methods. (eds.) Sparks et al. SSSA and ASA, Madison, WI. Pp: 46–64

  • Jamshidi-Zanjani A, Saeedi M (2013) Metal pollution assessment and multivariate analysis in sediment of Anzali international wetland. Environ Earth Sci 70:1791–1808

    Article  Google Scholar 

  • Jara-Marini ME, Soto-Jime’nez MF, Pa’ez-Osuna F (2008) Bulk and bioavailable heavy metals (Cd, Cu, Pb, and Zn) in surface sediments from Mazatla’nHarbor (SE Gulf of California). Bull Environ Contam Toxicol 80:150–153

    Article  Google Scholar 

  • Kabir E, Ray S, Kim KH, Yoon HO, Jeon EC, Kim YS, Cho YS, Yun ST, Brown RJC (2012) Current status of trace metal pollution in soils affected by industrial activities. Sci World J. doi:10.1100/2012/916705

    Google Scholar 

  • Krami, LK, Amiri, F, Sefiyanian, A, Shariff, ARM, Tabatabaie, T, Pradhan, B (2013) Spatial patterns of heavy metals in soil under different geological structures and land uses for assessing metal enrichments. Environ Monit Assess. http://dx.doi.org/10.1007/s10661-013-3298-9

  • Krishna AK, Govil PK (2007) Soil contamination due to heavy metals from an industrial area of Surat, Gujarat, Western India. Environ Monit Assess 124:263–275

    Article  Google Scholar 

  • Lindsay W (1979) Chemical equilibrai in soils. 1st edition. A Wiley-Interscience Publication. John Wiley and Sons, New York

  • Long ER, MacDonald DD (1998) Recommended uses of empirically derived, sediment quality guidelines for marine and estuarine ecosystems. Hum Ecol Risk Assess 4:1019–1039

    Article  Google Scholar 

  • Long ER, MacDonald DD, Smith SL, Calder FD (1995) Incidence of adverse biological effects within ranges of chemical concentrations in marine and estuarine sediments. Environ Manag 19:81–97

    Article  Google Scholar 

  • Luo W, Lu Y, Giesy JP, Wang T, Shi Y, Wang G, Xing Y (2007) Effects of land use on concentrations of metals in surface soils and ecological risk around Guanting Reservoir, China. Environ Geochem Health 29:459–471

    Article  Google Scholar 

  • MacDonald DD, Carr S, Clader FD, Long ED, Ingersoll CG (1996) Development and evaluation of sediment quality guidelines for Florida coastal waters. Ecotoxicology 5:253–278

    Article  Google Scholar 

  • MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Arch Environ Contam Toxicol 39:20–31

    Article  Google Scholar 

  • Madkour HA (2013) Impacts of human activities and natural inputs on heavy metal contents of many coral reef environments along the Egyptian Red Sea coast. Arab J Geosci 6:1739–1752

    Article  Google Scholar 

  • Naser HA (2013) Assessment and management of heavy metal pollution in the marine environment of the Arabian Gulf: a review. Mar Pollut Bull 72:6–13

    Article  Google Scholar 

  • Nayek S, Gupta S, Saha RN (2013) Heavy metal distribution and chemical fractionation in water, suspended solids and bed sediments of industrial discharge channel: an implication to ecological risk. Res J Chem Environ 17:26–33

    Google Scholar 

  • Nelson DW, Sommers LE (1996) Total carbon, organic carbon, and organic matter. In. Methods of soil analysis. Part 3. Chemical Methods. Edited by Sparks et. al., SSSA and ASA, Madison, WI. Pp. 961–1010

  • Pourang N, Nikouyan A, Dennis J (2005) Trace element concentrations in fish, surficial sediments and water from northern part of the Persian Gulf. Environ Monit Assess 109:293–316

    Article  Google Scholar 

  • Praveena SM, Radojevic M, Abdullah MH (2007) The assessment of mangrove sediment quality in Mengkabong Lagoon: an index approach. Int J Environ Sci Educ 2:60–68

    Google Scholar 

  • Ratha DS, Sahu BK (1993) Source and distribution of metals in urban soil of Bombay, India, using multivariate statistical techniques. Environ Geol 22(276):285

    Google Scholar 

  • Sadiq M, Alam I (1989) Metal concentrations in Pearl Oyster, Pinctadaradiata, collected from Saudi Arabian Coast of the Arabian Gulf. Bull Environ Contam Toxicol 42:111–118

    Article  Google Scholar 

  • Sadiq M, Alam IA, Al-Mohana H (1992) Bioaccumulation of nickel and vanadium by clams (Meretrixmeretrix) living in different salinities along the Saudi coast of the Arabian Gulf. Environ pollut 76:225–231

    Article  Google Scholar 

  • Sheppard C, Al-Husiani M, Al-Jamali F, Al-Yamani F, Baldwin R, Bishop J (2010) The Gulf: a young sea in decline. Mar Pollut Bull 60:3–38

    Article  Google Scholar 

  • Singh S, Kumar M (2006) Heavy metal load of soil, water and vegetables in peri-urban Delhi. Environ Monit Assess 120:79–91

    Article  Google Scholar 

  • Sparks DL (1996) Methods of soil analysis, Madison, Wi: Soil Society of American

  • StatSoftInc (1995) Statistica for Windows (Computer Program Manual). StatSoft, Inc., Tulsa, OK

    Google Scholar 

  • Sutherland RA (2000) Bed sediment associated trace metals in an urban stream, Oahu, Hawaii. Environ Geol 39:611–627

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Usman ARA, Alkreda R, Al-Wabel MI (2013) Heavy metal contaminationin sediments and mangroves from the coast of RedSea: Avicennia marina as potential metal bioaccumulator. Ecotox Environ Safe 97:263–270

    Article  Google Scholar 

  • Venkatramanan S, Ramkumar T, Anithamary I, Vasudevan S (2012) Heavy metal distribution in surface sediments of the Tirumalairajan river estuary and the surrounding coastal area, east coast of India. Arab J Geosci. doi:10.1007/s12517-012-0734-z

    Google Scholar 

  • Wu C, Zhang L (2010) Heavy metal concentrations and their possible sources in paddy soils of a modern agricultural zone, south eastern China. Environ Earth Sci 60:45–56

    Article  Google Scholar 

  • Ye C, Li S, Zhang Y, Zhang Q (2011) Assessing soil heavy metal pollution in the water-level-fluctuation zone of the Three Gorges Reservoir, China. J Hazard Mater 191:366–372

    Article  Google Scholar 

  • 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 355:176–186

    Article  Google Scholar 

  • Zhang W, Liu X, Cheng H, Zeng EY, Hu Y (2012) Heavy metal pollution in sediments of a typical mariculture zone in South China. Mar Pollut Bull 64:712–720

    Article  Google Scholar 

Download references

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Correspondence to Adel R. Usman.

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Almasoud, F.I., Usman, A.R. & Al-Farraj, A.S. Heavy metals in the soils of the Arabian Gulf coast affected by industrial activities: analysis and assessment using enrichment factor and multivariate analysis. Arab J Geosci 8, 1691–1703 (2015). https://doi.org/10.1007/s12517-014-1298-x

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