Skip to main content

Advertisement

Log in

Analysis and potential ecological risk assessment of heavy metals in the surface soils collected from various land uses around Shazand Oil Refinery Complex, Arak, Iran

  • Original Paper
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

Due to the presence of organic compounds, heavy metals, various hydrocarbons, organic solvents, aromatic compounds, linear formaldehyde, fats, and grease, petroleum products are among the most life-threatening factors in the ecosystem. Therefore, this study was conducted to examine the soil surrounding Shazand Oil Refinery Complex in Markazi Province, Iran, and assess the concentration of various heavy metals, including Fe, Cd, Mn, Cr, Zn, Cu, Ni, and Pb (mg/kg) in surface soils of different land uses. In so doing, the soil contamination rates and potential ecological risks of the soils were assessed using Igeo, IPI, EF, PLI, NIPI, and PERI. Based on the results of the Igeo index, moderate levels of Cd and Pb concentration (0.633 and 0.921, respectively) were observed. Based on the NIPI values, Cd (1.65) and Pb (2.01) could be classified as causing moderate pollution levels. Moreover, based on its Ei value, Cd (69.8) could be considered as posing a moderate ecological risk. Besides, the EF values of Cd (2.69), Pb (2.02), and Zn (1.41) indicated that they have minor enrichment. Besides, the IPI of the studied soil samples suggested that the soils could be categorized as low polluted, while the pollution load index (PLI) indicated that the whole research area could be considered as non-polluted. Based on the Pearson correlation coefficient, PCA, and HCA, it was decided that the heavy metals in the study area mainly originate from three different sources. Moreover, no significant difference was found between different land uses regarding the contamination of surface soil samples. However, in the long term, due to the impact of anthropogenic activities, discharge of Cd, Pb, and Zn to the environment might result in their accumulation in soil. In conclusion, it is suggested that soil analyses be included in future studies for determining the impact of the number of bioavailable metals.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data availability

Due to the nature of this research, participants of this study did not agree for their data to be shared publicly, so supporting data is not available.

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(1-3):227–238

    Article  Google Scholar 

  • Adhikari K, Hartemink AE (2016) Linking soils to ecosystem services—a global review. Geoderma 262:101–111

    Article  Google Scholar 

  • Alipour A, Malekian S (2016) Investigation of petroleum hydrocarbons and heavy metals in the soils of five oil refineries. Int Soil Water Conserv Res 23(1):273–284 (In Persian)

    Google Scholar 

  • Alshahri F, El-Taher A (2018) Assessment of heavy and trace metals in surface soil nearby an oil refinery Saudi Arabia. using geoaccumulation and pollution indices. Arch Environ Contam Toxicol 75(3):390–401

    Article  Google Scholar 

  • Al-Wabel MI, Sallam AE, Usman AR et al (2017) Trace metal levels, sources, and ecological risk assessment in a densely agricultural area from Saudi Arabia. Environ Monit Assess 189(6):252

    Article  Google Scholar 

  • Anazawa K, Kaida Y, Shinomura Y, Tomiyasut T, Sakamoto H (2004) Heavy-metal distribution in river waters and sediments around a “Firefly Village”Shikoku. Japan: application of multivariate analysis. Anal Sci 20(1):79–84

    Article  Google Scholar 

  • Azimzadeh B, Khademi H (2013) Estimation of background concentration of selected heavy metals for pollution assessment of surface soils of Mazandaran province, Iran. J Water Soil 27(3):548–559

    Google Scholar 

  • Barbieri M (2016) The importance of enrichment factor (EF) and geoaccumulation index (Igeo) to evaluate the soil contamination. J Geol Geophys 5(1):1–4

    Article  Google Scholar 

  • Benhaddya ML, Hadjel M (2014a) Contamination levels assessment of heavy metals in road dust deposited in various types of urban traffic: a case study of Hassi Messaoud City (Algeria). World Rev Sci Technol Sustain Dev 11(3-4):197–218

    Article  Google Scholar 

  • Benhaddya ML, Hadjel M (2014b) Spatial distribution and contamination assessment of heavy metals in surface soils of Hassi Messaoud. Environ Earth Sci 71(3):1473–1486

    Article  Google Scholar 

  • Borůvka L, Vacek O, Jehlička J (2005) Principal component analysis as a tool to indicate the origin of potentially toxic elements in soils. Geoderma 128(3-4):289–300

    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(2):151–169

    Article  Google Scholar 

  • Cai L, Huang L, Zhou Y, Xu Z, Peng X, Yao L’, Zhou Y, Peng P’ (2010) Heavy metal concentrations of agricultural soils and vegetables from Dongguan. Guangdong J Geogr Sci 20(1):121–134

    Article  Google Scholar 

  • Cai L, Xu Z, Bao P, He M, Dou L, Chen L, Zhou Y, Zhu YG (2015) Multivariate and geostatistical analyses of the spatial distribution and source of arsenic and heavy metals in the agricultural soils in Shunde, Southeast China. J Geochem Explor 148:189–195

    Article  Google Scholar 

  • Chen C, Wang X, Wang J (2019) Phytoremediation of cadmium-contaminated soil by Sorghum bicolor and the variation of microbial community. Chemosphere 235:985–994

    Article  Google Scholar 

  • Chen K, Jiao JJ, Huang J, Huang R (2007) Multivariate statistical evaluation of trace elements in groundwater in a coastal area in Shenzhen, China. Environ Pollut 147(3):771–780

    Article  Google Scholar 

  • Cram S, Siebe C, Ortíz-Salinas R, Herre A (2004) Mobility and persistence of petroleum hydrocarbons in peat soils of southeastern Mexico. Soil Sediment Contam 13(5):341–360

    Article  Google Scholar 

  • Davodpour R, Sobhanardakani S, Cheraghi M, Abdi N, Lorestani B (2019) Honeybees (Apis mellifera L.) as a potential bioindicator for detection of toxic and essential elements in the environment (case study: Markazi Province, Iran). Arch Environ Contam Toxicol 77(3):344–358

    Article  Google Scholar 

  • El-Taher A, Abdelhalim MAK (2014) Elemental analysis of soils from Toshki by using instrumental neutron activation analysis techniques. J Radioanal Nucl Chem 300(1):431–435

    Article  Google Scholar 

  • El-Taher A, García-Tenorio R, Khater AE (2016) Ecological impacts of Al-Jalamid phosphate mining, Saudi Arabia: soil elemental characterization and spatial distribution with INAA. Appl Radiat Isot 107:382–390

    Article  Google Scholar 

  • Fatoba PO, Ogunkunle CO, Ihaza CO (2015) Assessment of metal pollution of soil and diagnostic species associated with oil spills in the Niger Delta, Nigeria. Environ Res Eng Manag 71(3):13–22

    Article  Google Scholar 

  • Gadimi F, Ghomi M, Mohamadi Vali Kandi E (2019) Evaluation of contamination with toxic and heavy metals of soil around Shazand thermal power plant by statistical analysis and geostatistical methods. Environ Sci Technol 21(6):139–153 (In Persian)

    Google Scholar 

  • Gharib LS, Al Sarawi M (2018) Sulfur dioxide (SO2) and heavy metals accumulation in soils around oil refineries: case study from three southern oil refineries in the state of Kuwait. Am J Environ Sci 14(1):12–43

    Article  Google Scholar 

  • Ghassemi Dehnavi A, Sarikhani R, Moradpour A, Amiri M (2019) Distribution and source identification of heavy metals in the soil surrounding Kermanshah Refinery. Iran J Adv Environ Health Res 7(4):233–240

    Google Scholar 

  • Ghorbani H, Hafezi Moghadas N, Kashi H (2018) Effects of land use on the concentrations of some heavy metals in soils of Golestan Province, Iran. J Agric Sci Technol 17:1025–1040

    Google Scholar 

  • Hasayen KA, Al-Osaimi BH, Aljohany AM, Al-Jawdah HM (2017) Spatial distribution of heavy metals in water, soil and anurans’ livers from Al-Hayr area-Riyadh, Saudi Arabia. J Environ Biol 38(2):231–236

    Article  Google Scholar 

  • Hosseinpur AR, Motaghian H (2015) Evaluating of many chemical extractants for assessment of Zn and Pb uptake by bean in polluted soils. J Soil Sci Plant Nutr 15(1):24–34

    Google Scholar 

  • Kamalu OJ, Wokocha CC (2011) Land resource inventory and ecological vulnerability: Assessment of Onne area in Rivers State, Nigeria. Res J Environ Earth Sci 3(5):438–447

    Google Scholar 

  • Karimi R, Ayoubi S, Jalalia A, Sheikh-Hosseini AR, Afyuni M (2011) Relationships between magnetic susceptibility and heavy metals in urban topsoil in the arid region of Isfahan, central Iran. J Appl Geophys 74(1):1–7

    Article  Google Scholar 

  • Khalilova H, Mammadov V (2016) Assessing the anthropogenic impact on heavy metal pollution of soils and sediments in urban areas of Azerbaijan’s oil industrial region. Pol J Environ Stud 25(1):159–166

    Article  Google Scholar 

  • Khudhur NS (2018) Effect of Kawrgosk oil refinery on some physicochemical characteristics, microbial population and biochemical properties of surface soils. Off Sci J Salahaddin Univ-ErbilZJPAS 30(1):1–13

    Google Scholar 

  • Kowalska J, Mazurek R, Gąsiorek M, Setlak M, Zaleski T, Waroszewski J (2016) Soil pollution indices conditioned by medieval metallurgical activity–a case study from Krakow (Poland). Environ Pollut 218:1023–1036

    Article  Google Scholar 

  • Krishna AK, Govil PK (2008) Assessment of heavy metal contamination in soils around Manali industrial area, Chennai, Southern India. Environ Geol 54(7):1465–1472

    Article  Google Scholar 

  • Kundu S, Khare D, Mondal A (2017) Landuse change impact on sub-watersheds prioritization by analytical hierarchy process (AHP). Ecol Inform 42:100–113

    Article  Google Scholar 

  • Li J, Lu Y, Yin W, Gan H, Zhang C, Deng X, Lian J (2009) Distribution of heavy metals in agricultural soils near a petrochemical complex in Guangzhou, China. Environ Monit Assess 153(1-4):365–375

    Article  Google Scholar 

  • Lindsay WL, Norvell WA (1978) Development of a DTPA soil test for zinc, iron, manganese, and copper. Soil Sci Soc Am J 42(3):421–428

    Article  Google Scholar 

  • Liu WH, Zhao JZ, Ouyang ZY, Söderlund L, Liu GH (2005) Impacts of sewage irrigation on heavy metal distribution and contamination in Beijing, China. Environ Int 31(6):805–812

    Article  Google Scholar 

  • Mandeng EP, Bidjeck LM, Bessa AZ et al (2019) Contamination and risk assessment of heavy metals, and uranium of sediments in two watersheds in Abiete-Toko gold district, Southern Cameroon. Heliyon 5(10):e02591

    Article  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 analysis. Chemosphere 65(5):863–872

    Article  Google Scholar 

  • Mirzaei R, Ghorbani H, Moghaddas NH, Martín JA (2014) Ecological risk of heavy metal hotspots in topsoils in the Province of Golestan, Iran. J Geochem Explor 147:268–276

    Article  Google Scholar 

  • Mohammadi MJ, Yari AR, Saghazadeh M, Sobhanardakani S, Geravandi S, Afkar A, Salehi SZ, Valipour A, Biglari H, Hosseini SA, Rastegarimehr B, Vosoughi M, Omidi Khaniabadi Y (2018) A health risk assessment of heavy metals in people consuming Sohan in Qom, Iran. Toxin Rev 37(4):278–286

    Article  Google Scholar 

  • Mohammadi RM, Sobhanardakani S, Karimi H, Sorooshnia R (2015) Natural and anthropogenic source of heavy metals pollution in the soil samples of an industrial complex; a case study. Iran J Toxicol 29:1336–1341

    Google Scholar 

  • Mokhtarzadeh Z, Keshavarzi B, Moore F, Marsan FA, Padoan E (2020) Potentially toxic elements in the Middle East oldest oil refinery zone soils: source apportionment, speciation, bioaccessibility and human health risk assessment. Environ Sci Pollut Res 27:40573–40591

    Article  Google Scholar 

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

    Google Scholar 

  • Nadal M, Schuhmacher M, Domingo JL (2007) Levels of metals, PCBs, PCNs and PAHs in soils of a highly industrialized chemical/petrochemical area: temporal trend. Chemosphere 66(2):267–276

    Article  Google Scholar 

  • Naimi S, Ayoubi S (2013) Vertical and horizontal distribution of magnetic susceptibility and metal contents in an industrial district of central Iran. J Appl Geophys 96:55–66

    Article  Google Scholar 

  • Nazarpour A, Ghanavati N, Babaenejad T (2017) Evaluation of the level of pollution and potential ecological risk of some heavy metals in surface soils in the Ahvaz oil-field. Iran Health Environ 10(3):391–400

    Google Scholar 

  • Nguyen HL, Leermakers M, Elskens M, de Ridder F, Doan TH, Baeyens W (2005) Correlations, partitioning and bioaccumulation of heavy metals between different compartments of Lake Balaton. Sci Total Environ 341(1-3):211–226

    Article  Google Scholar 

  • Nicholson FA, Smith SR, Alloway BJ, Carlton-Smith C, Chambers BJ (2003) An inventory of heavy metals inputs to agricultural soils in England and Wales. Sci Total Environ 311(1-3):205–219

    Article  Google Scholar 

  • Pourang N, Noori AS (2014) Heavy metals contamination in soil, surface water and groundwater of an agricultural area adjacent to Tehran oil refinery, Iran. Int J Environ Res 8(4):871–886

    Google Scholar 

  • Qingjie G, Jun D, Yunchuan X, Qingfei W, Liqiang Y (2008) Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. J China Univ Geosci 19(3):230–241

    Article  Google Scholar 

  • Reza SK, Baruah U, Singh SK (2014) Soil risk assessment of heavy metal contamination near Oil Refinery area, Northeastern India. Int J Agric Environ Biotechnol 7(4):787–795

    Article  Google Scholar 

  • Rezaei Raja O, Sobhanardakani S, Cheraghi M (2016) Health risk assessment of citrus contaminated with heavy metals in Hamedan City, potential risk of Al and Cu. Environ Health Eng Manage J 3(3):131–135

    Article  Google Scholar 

  • Rhoades JD (1996) Salinity: electrical conductivity and total dissolved solids. Methods Soil Anal: Part 3 Chem Methods 5:417–435

    Google Scholar 

  • Rodriguez JA, Nanos N, Grau JM, Gil L, Lopez-Arias M (2008) Multiscale analysis of heavy metal contents in Spanish agricultural topsoils. Chemosphere 70(6):1085–1096

    Article  Google Scholar 

  • Sabet Aghlidi P, Cheraghi M, Lorestani B, Sobhanardakani S, Merrikhpour H (2020) Analysis, spatial distribution and ecological risk assessment of arsenic and some heavy metals of agricultural soils, Case study: South of Iran. J Environ Health Sci Eng 18(2):665–676

    Article  Google Scholar 

  • Schaeffer A, Amelung W, Hollert H, Kaestner M, Kandeler E, Kruse J, Miltner A, Ottermanns R, Pagel H, Peth S, Poll C, Rambold G, Schloter M, Schulz S, Streck T, Roß-Nickoll M (2016) The impact of chemical pollution on the resilience of soils under multiple stresses: a conceptual framework for future research. Sci Total Environ 568:1076–1085

    Article  Google Scholar 

  • Seilsepour M, Bigdeli M (2008) Investigation of metal accumulation in some vegetables irrigated with waste water in Shahre Rey-Iran and toxicological implications, Am-Euras. Am-Eurasian J Agric Environ Sci 4(1):86–92

    Google Scholar 

  • Sobhanardakani S (2017) Potential health risk assessment of heavy metals via consumption of caviar of Persian sturgeon. Mar Pollut Bull 123(1-2):34–38

    Article  Google Scholar 

  • Sobhanardakani S (2018) Ecological risk assessment of heavy metals in the atmospheric dry deposition of Hamedan City. J Kerman Univ Med Sci 22(1):e69642

    Article  Google Scholar 

  • Sobhanardakani S (2019) Ecological and human health risk assessment of heavy metal content of atmospheric dry deposition, a case study: Kermanshah, Iran. Biol Trace Elem Res 187(2):602–610

    Article  Google Scholar 

  • Sobhanardakani S, Mohammadi-Roozbahani M, Sorooshnia R, Karimi H (2016) Assessment of heavy metal contamination in surface soils of Ahvaz IV industrial estate, Khuzestan province, Iran. Iran J Health Sci 4(1):53–61

    Article  Google Scholar 

  • Sobhanardakani S, Tayebi L, Hosseini SV (2018) Health risk assessment of arsenic and heavy metals (Cd, Cu, Co, Pb, and Sn) through consumption of Caviar of Acipenser persicus from Southern Caspian Sea. Environ Sci Pollut Res 25(3):2664–2671

    Article  Google Scholar 

  • Soleimani M, Farhoudi M, Christensen JH (2013) Chemometric assessment of enhanced bioremediation of oil contaminated soils. J Hazard Mater 254:372–381

    Article  Google Scholar 

  • Spencer KL (2002) Spatial variability of metals in the inter-tidal sediments of the Medway Estuary, Kent, UK. Mar Pollut Bull 44(9):933–944

    Article  Google Scholar 

  • Taati A, Salehi MH, Mohammadi J, Mohajer R, Díez S (2020) Pollution assessment and spatial distribution of trace elements in soils of Arak industrial area, Iran: Implications for human health. Environ Res 187:109577

    Article  Google Scholar 

  • Thomas GW (1996) Soil pH and soil acidity. Methods Soil Anal: Part 3 Chem Method 5:475–490

    Google Scholar 

  • Tiwari JN, Chaturvedi P, Ansari NG, Patel DK, Jain SK, Murthy RC (2011) Assessment of polycyclic aromatic hydrocarbons (PAH) and heavy metals in the vicinity of an oil refinery in India. Soil Sediment Contam 20(3):315–328

    Article  Google Scholar 

  • Tripathee L, Kang S, Rupakheti D, Zhang Q, Bajracharya RM, Sharma CM, Huang J, Gyawali A, Paudyal R, Sillanpää M (2016) Spatial distribution, sources and risk assessment of potentially toxic trace elements and rare earth elements in soils of the Langtang Himalaya, Nepal. Environ Earth Sci 75(19):1332

    Article  Google Scholar 

  • Walkley A, Black IA (1934) An examination of the Degtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Sci 37(1):29–38

    Article  Google Scholar 

  • Wang XS, Qin Y (2006) Spatial distribution of metals in urban topsoils of Xuzhou (China): controlling factors and environmental implications. Environ Geol 49(6):905–914

    Article  Google Scholar 

  • Yang Z, Lu W, Long Y, Bao X, Yang Q (2011) Assessment of heavy metals contamination in urban topsoil from Changchun City, China. J Geochem Explor 108(1):27–38

    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(1-3):176–186

    Article  Google Scholar 

  • Zajusz-Zubek E, Kaczmarek K, Mainka A (2015) Trace elements speciation of submicron particulate matter (PM1) collected in the surroundings of power plants. Int J Environ Res Public Health 12(10):13085–13103

    Article  Google Scholar 

  • Zhang XY, Yue-Yu SU, Zhang XD, Kai ME, Herbert SJ (2007) Spatial variability of nutrient properties in black soil of northeast China. Pedosphere 17(1):19–29

    Article  Google Scholar 

  • Zhang Z, Wang JJ, Tang C, DeLaune RD (2015) Heavy metals and metalloids content and enrichment in Gulf Coast sediments in the vicinity of an oil refinery. J Geochem Explor 159:93–100

    Article  Google Scholar 

Download references

Acknowledgements

The authors appreciate the Science and Research Branch, Islamic Azad University, and Lorestan University for providing instruments to conduct and complete this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lobat Taghavi.

Ethics declarations

Ethical approval and consent to participate

This article does not contain any studies with animals and human subjects. The authors confirm that all the research meets ethical guidelines and adheres to the legal requirements of the study country.

Consent for publication

The authors declare that this manuscript does not contain any individual person’s data and material in any form.

Conflict of interest

The authors declare no competing interests.

Additional information

Responsible Editor: Amjad Kallel

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mohebian, M., Sobhanardakani, S., Taghavi, L. et al. Analysis and potential ecological risk assessment of heavy metals in the surface soils collected from various land uses around Shazand Oil Refinery Complex, Arak, Iran. Arab J Geosci 14, 2019 (2021). https://doi.org/10.1007/s12517-021-08349-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12517-021-08349-9

Keywords

Navigation