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Assessment of contamination, environmental risk, and origin of heavy metals in soils surrounding industrial facilities in Vojvodina, Serbia

  • Maja Poznanović Spahić
  • Sanja Sakan
  • Željko Cvetković
  • Pavle Tančić
  • Jelena Trifković
  • Zoran Nikić
  • Dragan Manojlović
Article
  • 241 Downloads

Abstract

Content of potentially toxic elements was examined in soils from Srem (Vojvodina), to evaluate industrial facilities as pollution sources. Based on the distribution of the elements, the results of sequential extraction, enrichment factor (EF), ecological risk factor (Er), ecological risk index (RI), and statistical analysis, the current ecological status of the soils was determined. Elements in soils around the industrial facilities can be grouped into the five significant components derived by the principal component analysis (PCA), which explains 78.435% of the total variance. Al, Fe and Mg, and K and Mn are associated with two lithogenic components, respectively. Anthropogenic origin is identified for Hg and Cd. Mixed sources, geogenic and anthropogenic, are identified within two PCA components; one wich includes As, Pb, B, Zn, and the other: K and Cr, Ni and Cu. Cluster analysis (CA) corroborated the results obtained by PCA. The preliminary results revealed that the soils studied in a vicinity of industrial facilities in Srem have been exposed to different degrees of pollution. Among the characterized studied elements, Pb, Cd, Hg, Cu, Ni, and Cr are the main contaminants. Based on calculated EF, the studied soils show minor to severe enrichment with heavy metals. Ecological risk assessment results indicate that Cd and Hg carry the highest ecological risk level, and Zn and Cr the lowest.

Keywords

Heavy metals Boron Cobalt Soils Environmental risk Statistical analysis 

Notes

Acknowledgements

The authors would like to point out that this study was partly funded by the Provincial Secretariat for Energy and Mineral Resources. We would like to thank to Sandra Škrivanj, from Department of Analytical chemistry of Chemical Faculty for cooperation during ICP-OES instrumental analysis. Besides, the authors are very pleased to thank to Darko Spahić and Jovan Kovačević for useful advice and help, as well as the anonymous reviewer whose comments significantly improved the paper. Sanja Sakan thanks for the support of the Ministry of Science and Technological Development of the Republic of Serbia, grant nos. 172001 and 43007.

Supplementary material

10661_2018_6583_MOESM1_ESM.docx (108 kb)
ESM 1 (DOCX 108 kb)

References

  1. Abrahim, G. M. S., & Parker, R. J. (2008). Assessment of heavy metal enrichment factors and degree of contamination in marine sediments from Tamaki estuary, Auckland, New Zealand. Environmental Monitoring and Assessment, 136, 227–238.CrossRefGoogle Scholar
  2. Acevedo-Figueroa, D., Jimenez, B. D., & Rodriguez-Sierra, C. J. (2006). Trace metals in sediments of two estuarine lagoons from Puerto Rico. Environmental Pollution, 141, 336–342.CrossRefGoogle Scholar
  3. Albanese, S., Segedhi, M., Lima, A., Cicchella, D., Dinelli, E., Valera, P., et al. (2015). GEMAS: Cobalt, Cr, Ni cu distribution in agricultural and grazing land soil of Europe. Journal of Geochemical Exploration, 154, 81–93.CrossRefGoogle Scholar
  4. Arsikin, P., & Čongradac, G. (1979). Nonmetallic mineral resources of Vojvodina. In 2 nd conference of nonmetallic mineral resources in SFRJ, proceedings II (pp. 441–464).Google Scholar
  5. Baez, P. A., Garcia, M. R., Del Tores, B. M., Padilla, H. G., Belmot, R. D., Amandor, O. M., & Villalobos-Piertini, R. (2007). Origin of trace elements and inorganic ions in PM10 aerosols to the S. Mexico city. Atmospheric Research, 85, 52–63.CrossRefGoogle Scholar
  6. Banat, K. M., Howary, F. M., & Al-Hamad, A. A. (2005). Heavy metals in urban soils of Central Jordan: Should be worry about their environmental risks? Environmental Research, 97, 258–273.CrossRefGoogle Scholar
  7. Banu, Z., Crowdhury, M. S. A., Hossain, M. D., & Nakagami, K. (2013). Contamination and ecological risk assessment of heavy metal in the sediment of Turag river, Bangladesh. An index analyses approach. Journal of Water Resource Protection, 5, 239–248.CrossRefGoogle Scholar
  8. Bermudez, G. M. A., Moreno, M., Invernizzi, R., Plá, R., & Pignata, M. L. (2010). Heavy metal pollution in topsoils near a cement plant: The role of organic matter and distance to the source to predict total and HCl-extracted heavy metal concentrations. Chemosphere, 78, 375–381.CrossRefGoogle Scholar
  9. Bodaghpour, S., Biglari, J. N., & Ahmadi, S. (2012). A review on the existence of chrome in cement and environmental remedies to control its effects. International Journal of Geology, 2(6), 62–67.Google Scholar
  10. Bradford G., Change, A.C., Page A.L., Bakhtar D., Frampton J. A., Wright H. (1996). Background concentrations of trace and major elements in California soils. Kearney foundation special report. https://envisci.ucr.edu/downloads/chang/kearney_special_report_1996.pdf. Accessed 3 June 2017.
  11. Brankov, M., Ubavić, M., Sekulić, P., & Vasin, J. (2006). Trace elements and heavy metal contents of agricultural and nonagricultural soils in the region of Banat. Institute of Field and Vegetable Crops Proceedings, 42, 169–177.Google Scholar
  12. Cai, L., Xu, Z., Ren, M., & Peng, P. (2012). Source identification of eight hazardous heavy metals in agricultural soils of Huizhou, Guangdong province, China. Ecotoxicology and Environmental Safety, 78, 2–8.CrossRefGoogle Scholar
  13. Çiçek, A., Tokatli, C., & Kose, E. (2013). Ecological risk assessment of heavy metals in sediment of Felentstream, Sakarya river basin Turkey. Pakistan Journal of Zoology, 45(5), 1335–1341.Google Scholar
  14. Councell, T. B., Duckenfield, K. U., Landa, E. R., & Callender, E. (2004). Tire-wear particles as a source of zink to the environment. Environmental Science and Technology, 38, 4206–4214.CrossRefGoogle Scholar
  15. Cvetković, Ž. (2010). Assessment of zero-level of the toxic and other elements in the environment and change of natural balance near industrial objects within AP Vojvodina areas- phase I. Belgrade: Geological institute of Serbia.Google Scholar
  16. Dheeba, B., & Sampathkumar, P. (2012). Evaluation of heavy metal contamination in surface soil around industrial area. Tamil Nadu, India. International Journal of ChemTech Research, 4(3), 1229–1240.Google Scholar
  17. Dozet, D., Nešić, L., Belić, M., Bogdanović, D., Ninkov, J., & Zeremski, T. (2011). Origin and content of Ni in alluvial-delluvial soils of Srem, Serbia. Field and Vegetable Crops Research, 48, 369–374.Google Scholar
  18. Dung, T. T. T., Cappuyns, V., Swennen, R., & Phung, N. K. (2013). From geochemical background determination to pollution assessment of heavy metals in sediments and soils. Reviews in Environmental Science and Biotechnology, 12, 335–353.CrossRefGoogle Scholar
  19. EuroGeoSurveys Geochemistry Working Group (2008). EuroGeoSurveys geochemical mapping of agricultural and grazingland soil of Europe (GEMAS)-field manual. (http://www.ngu.no/upload/Publikasjoner/Rapporter/2008/2008_038.pdf).Google Scholar
  20. Ghariani, R. A., Gržetić, I., & Nikolić, S. (2009). Distribution and availability of potentially toxic metals in soil in central area of Belgrade (Serbia). Environmental Chemical Letters, 8, 261–269.CrossRefGoogle Scholar
  21. Ghorbani, H., Aghababaei, A., & Mirkarimi, H. R. (2013). The evaluation of industrial cement production plant on the environmental pollution using magnetic susceptibility technique. Agricultural Sciences, 4(12), 792–799.CrossRefGoogle Scholar
  22. Gitet, H., Subramanian, P. A., Minilu, D., Kiros, T., Hilawe, M., Gebremedhin, G., & Taye, K. (2013). Speciation to chromium in soils near Sheeba leather industry, Wukro Ethiopia. Talanta, 116, 626–629.CrossRefGoogle Scholar
  23. Giuseppe, D., VittoriAntisari, L., & Ferronato, C. (2014). New insights on mobility and bioavailability of heavy metals in soils of the Padanian alluvial plain (Ferrara Province, northern Italy). Chemie der Erde, 74, 615–623.CrossRefGoogle Scholar
  24. Grygar, M. T., & Popelka, J. (2016). Revisiting geochemical methods of distinguishing natural concentrations and pollution by risk elements in fluvial sediments. Journal of Geochemical Exploration, 170, 39–57.CrossRefGoogle Scholar
  25. Hedberg, E., Gidhagen, L., & Johansson, C. (2005). Source contribution to PM10 and arsenic concentration in Central Chile using positive matrix factorization. Atmospheric Environment, 39(3), 549–561.CrossRefGoogle Scholar
  26. Huang, S. W., & Jin, J. Y. (2008). Status of heavy metals in agricultural soils as affected by different patterns of land use. Environmental Monitoring and Assessment, 139, 317–327.CrossRefGoogle Scholar
  27. Jakšić, S., Sekulović, P., & Vasin, J. (2012). Content of heavy metals in gleyicchernozem of Srem loess terrace under alfalfa. Field Vegetable and Crops Research, 49(2), 189–194.Google Scholar
  28. KabataPendias, A. (2011). Trace elements in soils and plants. New York: CRC press, Taylor and Francis Group.Google Scholar
  29. Kashem, M. D. A., & Singh, B. R. (1999). Heavy metal contamination of soil and vegetation in the vicinity of industries in Bangladesh. Water, Air and Soil Pollution, 115, 347–361.CrossRefGoogle Scholar
  30. Khan, F. M., Shirasuna, Y., Hirano, K., & Masunaga, S. (2010). Urban and suburban aerosol in Yokohama, Japan: a comprehensive chemical characterization. Environmental Monitoring and Assessment, 171, 441–456.CrossRefGoogle Scholar
  31. Konta, J. (1973). Quantitative system of residual, rocks, sediments and vulcanoclasic deposits. Prague: University Karlova.Google Scholar
  32. Krishna, A. K., & Govil, P. K. (2007). Soil contamination due to heavy metals from an industrial area of Surat, Gujarat, western India. Environmental Monitoring and Assessment, 124, 263–275.CrossRefGoogle Scholar
  33. Kwak, S., Yoo, J.-C., Moon, D. H., & Baek, K. (2018). Role of clay minerals on reduction of Cr(VI). Geoderma, 312, 1–5.CrossRefGoogle Scholar
  34. Lee, P. K., Yu, Y. H., Yun, S. T., & Mayer, B. (2005). Metal contamination and solid phase partitioning of metals in urban roadside sediments. Chemosphere, 60, 672–689.CrossRefGoogle Scholar
  35. Li, X., & Feng, L. (2012). Geostatistical analyses and fractionation of heavy metals in urban soil from industrial district in Weinan, NW China. Environmental Earth Science, 67, 2129–2140.CrossRefGoogle Scholar
  36. Loska, K., Wiechula, D., & Korus, I. (2004). Metal contamination of farming soils affected by industry. Environmental International, 30, 159–165.CrossRefGoogle Scholar
  37. Lu, Y., Zhu, F., Chen, J., Gan, H., & Guo, Y. (2007). Chemical fractionation of heavy metals in urban soils of Guangzhou, China. Environmental Monitoring and Assessment, 134, 429–439.CrossRefGoogle Scholar
  38. Maksimović, L., Milošević, N., Nešić, L., Zeremski, T., Vasin, J., & Ninkov, J. (2012). Soil contamination in south Bačka region of Serbia with dangerous and harmful substances. Field Vegetable and Crops Research, 49(2), 220–228.Google Scholar
  39. Matthai, C., & Birch, G. (2001). Detection of anthropogenic cu, Pb, and Zn in continental shelf sediments off Sydney, Australia-a new approach using normalization with cobalt. Marine Pollution Bulletin, 42(11), 1055–1063.CrossRefGoogle Scholar
  40. Maura de Miranda, R., Andrade de Fatima, M., Fornaro, A., Astolfo, R., Afonso de Andre, P., & Saldiva, P. (2012). Urban air pollution: a representative survey of PM2.5 mass concentrations in six Brazilian cities. Air Quality Atmosphere and Health, 5, 63–77.CrossRefGoogle Scholar
  41. Mico, C., Peris, M., Sanchez, J., & Recatala, L. (2016). Heavy metal content of agricultural soils in Mediterranean semiarid area: the Segura river valley (Alicante, Spain). Spanish Journal of Agricultural Research, 4(4), 363–372.CrossRefGoogle Scholar
  42. Montagne, D., Cornu, S., & Bourennane, H. (2007). Effect agricultural practices on trace element distribution in soil. Communications in Soils Science and Plant Analysis, 38, 473–491.CrossRefGoogle Scholar
  43. Nable, R. O., Banuelos, G. S., & Paulli, G. J. (1997). Boron toxicity. Plant and Soil, 193, 181–198.CrossRefGoogle Scholar
  44. Nagajyoti, P. C., Lee, K. D., & Sreekanth, T. V. M. (2010). Heavy metals, occurrence and toxicity for plants: a review. Environmental Chemical Letters, 8, 199–216.CrossRefGoogle Scholar
  45. Naveedullah, Hashmi, M.Z., Yu, C., Shen, H., Duan, D., Shen, C., Lou L., Chen Y. (2013). Risk assessment of heavy metals pollution an agricultural soils of siling reservoir watershed in Zhejiang Province, China. BioMed Research Internationa, Hindawi Publishing corporation.  https://doi.org/10.1155/2013/590306. Accessed 10 Jan 2016.
  46. Nešić, L., Belić, M., & Pucarević, M. (2008). Fertility status and hazardous and harmful residues in the soils of Srem (Serbia) (p. 286). Vienna: Eurosoil, Book of apstracts, University of Natural Resources and applied Life Sciences (BOKU).Google Scholar
  47. Nikić, Z., LetićLj, V., & Filipović, V. (2010). Procedure for groundwater calculation regime of Pedunculata oak habitat in plain Srem. Bulletin of the Faculty of Forestry, 101, 125–138.Google Scholar
  48. Ninkov, J., Zeremski-Škorić, T., Sekulić, P., Vasin, J., Milić, S., & Paprić, Đ. (2010). Heavy metals in vineyard soils of Vojvodina province. Field Vegetable and Crops Research, 47(1), 273–279.Google Scholar
  49. Ninkov, J., Milić, S., Vasin, J., Kicošev, V., Sekulić, P., Zeremski, T., & Maksimović, L. (2012). Heavy metal in soil and sediments of the planned ecological network of central Banat, Serbia. Field Vegetable and Crops Research, 49, 17–23.Google Scholar
  50. Noll, M. R., Almeter, K., & Pope, G. G. (2014). Distribution of lead in an urban soil: a case study and implications for potential remedial options. Procedia Earth and Planetary Science, 10, 353–357.CrossRefGoogle Scholar
  51. Nolting, R., Ramkema, A., & Everaats, J. (1999). The geochemistry of cu, cd, Zn, Ni and Pb in sediment cores from the continental slope of the BancdArguin (Mauritania). Continental Shelf Research, 19, 665–691.CrossRefGoogle Scholar
  52. Panagopoulos, I., Karayannis, A., Kollias, K., Xenidis, A., & Papassiopi, N. (2015). Investigations of potential soil contamination with Cr and Ni in four metal finishing facilities at Asopos industrial area. Journal of Hazardous Materials, 281, 20–25.CrossRefGoogle Scholar
  53. Pinto, C. M. M. S., Ferreira de Silva, E., Silva, M. M. V. G., & Melo-Gonçalves, P. (2015). Heavy metals of Santiago Island (Cape Verde) top soils: Estimated background values and environmental risk assessment. Journal of African Earth Sciences, 101, 165–176.Google Scholar
  54. Popović V., Djukić V., Dozet G. (2008). Distribution and accumulation of Pb in soils and wheat, 2nd joint PSU-UNS international conference in bioscience: Food, agriculture, environment. Proceedings, 292–296, Novi Sad.Google Scholar
  55. Ra, K., Kim, J. K., Hong, S. H., Yim, U. H., Shim, W. J., Lee, S. Y., Kim, Y. O., Lim, J., Kim, E. S., & Kim, K. T. (2014). Assessment of pollution and ecological risk of heavy metals in the surface sediments of Ulsan Bay, Korea. Ocean Science Journal, 49(3), 279–289.CrossRefGoogle Scholar
  56. Relić, D., Đorđević, D., Popović, A., & Blagojević, T. (2005). Speciation of trace metals in the Danube alluvial sediment within an oil rafinery. Environmental International, 31, 661–669.CrossRefGoogle Scholar
  57. Renneberg, A. J., & Dudas, M. J. (2001). Transformations of elemental mercury to inorganic and organic forms in mercury and hydrocarbon co-contaminated soils. Chemosphere, 45, 1103–1109.CrossRefGoogle Scholar
  58. Rodrigues Martin, J. A., Lopez Arias, M., & GrauCorbi, J. M. (2006). Heavy metals content in agricultural topsoils in the Ebro basin (Spain). Application of the multivariate geoestatistical methods to study spatial variations. Environmental Pollution, 144, 1001–1012.CrossRefGoogle Scholar
  59. Rubio, B., Nombela, M. A., & Vilas, F. (2000). Geochemistry of major and trace elements in sediments of the ria de Vigo (NW Spain): An assessment of metal pollution. Marine Pollution Bulletin, 40(11), 968–980.CrossRefGoogle Scholar
  60. Sakan, S., Gržetic, I., & Đorđević, D. (2007). Distribution and fractionation of heavy metals in the Tisa river sediments. Environmental Science and Pollution Research, 14(4), 229–237.CrossRefGoogle Scholar
  61. Sakan, S., Đorđević, D., & Manojlović, D. (2010). Trace element as tracers of environmental pollution in the canal sediments (alluvial formation of the Danube river, Serbia). Environmental Mmonitoring Assessment, 167, 219–233.CrossRefGoogle Scholar
  62. Sakan, S., Djordjević, S. D., & Trifunović, S. S. (2011). Geochemical and statistical methods in the evaluation of trace elements contamination: an application on canal sediments. Polish Journal of Environmental Study, 20(1), 187–199.Google Scholar
  63. Sakan, S., Sakan, N., & Đorđević, D. (2015). Evaluation of the possibility of using normalization with cobalt in detection of anthropogenic heavy metals in sediments. In J. C. Taylor (Ed.), Advances in chemistry research (pp. 167–183). New York: Nova Science Publishers.Google Scholar
  64. Sakan, S., Đorđević, S., Manojlović, D., Polić P. (2009). Assessment of heavy metal pollutants accumulation in the Tisza river sediments. Journal of Environmental Management, 90, 3382-3390Google Scholar
  65. Sekaran, G., Shanmugasundaram, K. A., & Mariappan, M. (1998). Characterization and utilization of buffing dust generated by the leather industry. Journal of Hazardous Materials B, 63, 53–68.CrossRefGoogle Scholar
  66. Sekulić, P., Hadžić, V., Lazić, N., Bogdanović, D., Vasin, J., Pucarević, M., Ralev, J., & ZeremskiŠkorić, T. (2005). Monitoring of non-agricultural soils of Vojvodina, proceedings EnEo5 conference environment toward Europe (pp. 278–285).Google Scholar
  67. Shomar, B. H., Müller, G., & Yahya, A. (2005). Geochemical features of topsoil in Gaza strip: Natural occurrence and anthropogenic inputs. Environmental Research, 98, 375–382.CrossRefGoogle Scholar
  68. Slezakova, K., Pereira, M. C., & Reis, M. A. (2007). Influence of traffic emissions on the composition of atmospheric particles of different sizes – Part 1: Concentrations and elemental characterization. Journal of Atmospheric Chemistry, 58, 55–68.CrossRefGoogle Scholar
  69. Šparica, M. (2012). Geochemical fractionation and mobility of Pb(II) in contaminated soils, dissertation. Zagreb: Institute for Geological exploration.Google Scholar
  70. Štrbac, R.S. (2014). The content and mobility of heavy metals and organic compound in the ecosystem of Tisza river. Faculty of Multidisciplinary Studies, University of Belgrade. https//fedoraba.bg.ac.rs. Accessed 03 Dec 2015.Google Scholar
  71. Su, C., Jiang, L. Q., & Zhang, W. J. (2014). A rewev on heavy metal contamination in the soil worldwide: Situation, impact and remediation techniques. Environmental Skeptics and Critics, 3(2), 24–38.Google Scholar
  72. 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. Ecotoxycology and Environmental Safety, 84, 117–124.CrossRefGoogle Scholar
  73. Swietlik, R., Trojanowska, M., & Jozwiak, M. A. (2012). Evaluation of the distribution of heavy metals and their chemical forms in ESP-fractions of fly ash. Fuel Processing Technology, 95, 109–118.CrossRefGoogle Scholar
  74. Tančić, N. (1994). Pedology. Belgrade: University of Agriculture.Google Scholar
  75. Tariq, S. R., Shah, M. H., Shaheen, N., Khalique, A., Manzoor, S., & Jaffar, M. (2005). Multivariate analysis of selected metals in tannery effluents and related soil. Journal of Hazardous MaterialA, 122, 17–22.CrossRefGoogle Scholar
  76. Tessier, A., Campbell, P.G.C., Bisson, M. (1979). Sequential extraction procedure for the speciation of particulate trace metals. Analytical Chemistry, 51 (7), 844-851.Google Scholar
  77. Ubavić, M., Bogdanović, D., & Dozet, Z. (1993). Heavy metal in soils of VojvodinaProvince. In R. Kastori (Ed.), Heavy metals and pesticides in soils (pp. 217–222). Novi Sad: Faculty of Agriculture.Google Scholar
  78. Vallete, J. (2013). Avoiding contaminants in tire –derived flooring. A healthy building network report. http://healthbuilding.net/uploads/files/avoiding-contaminants-intirederived-flooring.pdf. Accessed 23 Mar 2017.Google Scholar
  79. Wang, X. S., Qin, Y., & Chen, Y. K. (2006). Heavy metals in urban roadside soils, part 1: effect of particle size fractions on heavy metals partitioning. Environmental Geology, 50, 1061–1066.CrossRefGoogle Scholar
  80. Wuanna, R., & Okiemen, F.E. (2011). Heavy metals in contaminated soils: A review of sources, chemistry risks and best available strategies for remediation. Hindawipublishing corporation.  https://doi.org/10.5402/2011/402647. Accessed 20 Dec 2016.
  81. Yong, L., Huifeng, W., Xiaoting, L., & Jinchang, L. (2015). Heavy metal contamination of agricultural soil in Tayiuan, China. Pedosphere, 25(6), 901–909.CrossRefGoogle Scholar
  82. Yongming, H., Peixuan, D., Junji, C., & Postmentier, E. S. (2006). Multivariate analysis of heavy metal contamination in urban dusts of xi′an, Central China. Science of the Total Environment, 355, 176–186.CrossRefGoogle Scholar
  83. Zeremski-Škorić, T., Ninkov, J., Sekulić, P., Milić, S., Vasin, J., Dozet, D., & Jakšić, S. (2015). Heavy metal content in some fertilizers used in Serbia. Field and Vegetable Crops Research, 47(1), 281–287.Google Scholar

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Authors and Affiliations

  • Maja Poznanović Spahić
    • 1
  • Sanja Sakan
    • 2
  • Željko Cvetković
    • 1
  • Pavle Tančić
    • 1
  • Jelena Trifković
    • 3
  • Zoran Nikić
    • 4
  • Dragan Manojlović
    • 3
  1. 1.Geological Survey of SerbiaBelgradeSerbia
  2. 2.Center of Excellence in Environmental Chemistry and Engineering, ICTMUniversity of BelgradeBelgradeSerbia
  3. 3.Faculty of ChemistryUniversity of BelgradeBelgradeSerbia
  4. 4.Faculty of ForestryUniversity of BelgradeBelgradeSerbia

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