Pollution indices as useful tools for comprehensive evaluation of the soil contamination degree in the vicinity of mining and metallurgical complexes Original scientific paper

Main Article Content

Jelena Kalinović
https://orcid.org/0000-0003-0088-2683
Snežana Šerbula
https://orcid.org/0000-0001-7560-4130
Tanja Kalinović
https://orcid.org/0000-0003-0161-0065
Ana Radojević
https://orcid.org/0000-0003-3138-154X
Jelena Jordanović
https://orcid.org/0000-0002-8145-640X

Abstract

Soil pollution levels in the copper mining and metallurgical area were evaluated at 14 sampling sites in the City of Bor and its surroundings in regard to Al, As, Cu, Fe, Pb and Zn contents, as well as single and integrated pollution indices. The significance of single pollution indices provides information about pollution by a specific element, while integrated pollution indices offer an insight into cumulative pollution by the examined elements. The mean soil concentrations of As, Cu, Pb and Zn were several times higher than the world average values. The exceedances of soil remediation values were most pronounced for As (at seven sites) and Cu (at eleven sites), more than 3 and 13 times, respectively. According to the geoaccumulation index, the enrichment factor and the contamination factor, the highest soil contamination was with As and Cu, especially at the urban-industrial site. Pollution load index, Nemerow pollution index and the improved Nemerow index confirmed that the most contaminated soils were from the sites in the vicinity of the metallurgical complex and flotation tailing ponds, as well as from the sites in the prevailing wind directions compared to the less polluted soils affected by the ore mining processes. The areas affected by the serious cumulative contamination from the pyrometallurgical copper production need continuous pollution prevention, monitoring and remediation measures.

Article Details

How to Cite
[1]
J. Kalinović, S. . Šerbula, T. . Kalinović, A. . Radojević, and J. . Jordanović, “Pollution indices as useful tools for comprehensive evaluation of the soil contamination degree in the vicinity of mining and metallurgical complexes : Original scientific paper”, Hem Ind, vol. 78, no. 3, pp. 265–279, May 2024, doi: 10.2298/HEMIND23053007K.
Section
Multiphase Systems in Chemical Engineering

How to Cite

[1]
J. Kalinović, S. . Šerbula, T. . Kalinović, A. . Radojević, and J. . Jordanović, “Pollution indices as useful tools for comprehensive evaluation of the soil contamination degree in the vicinity of mining and metallurgical complexes : Original scientific paper”, Hem Ind, vol. 78, no. 3, pp. 265–279, May 2024, doi: 10.2298/HEMIND23053007K.

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References

Pollard AS, Williamson BJ, Taylor M, Purvis WO, Goossens M, Reis S, Aminov P, Udachin V, Osborne NJ. Integrating dispersion modelling and lichen sampling to assess harmful heavy metal pollution around the Karabash copper smelter, Russian Federation. Atmos Pollut Res. 2015; 6: 939-945. http://dx.doi.org/10.1016/j.apr.2015.04.003

Oyebamiji A, Odebunmi A, Ruizhong H, Rasool A. Assessment of trace metals contamination in stream sediments and soils in Abuja leather mining, southwestern Nigeria. Acta Geochim. 2018; 37(4): 592-613. https://doi.org/10.1007/s11631-017-0256-1

Kalinovic JV, Serbula SM, Radojevic AA, Milosavljevic JS, Kalinovic TS, Steharnik MM. Assessment of As, Cd, Cu, Fe, Pb, and Zn concentrations in soil and parts of Rosa spp. sampled in extremely polluted environment. Environ Monit Assess. 2019; 191: 15. https://doi.org/10.1007/s10661-018-7134-0

Cowden P, Aherne J. Assessment of atmospheric metal deposition by moss biomonitoring in a region under the influence of a long standing active aluminium smelter. Atmos Environ. 2019; 201: 84-91. https://doi.org/10.1016/j.atmosenv.2018.12.022

Mazurek R, Kowalska JB, Gąsiorek M, Zadrożny P, Wieczorek J. Pollution indices as comprehensive tools for evaluation of the accumulation and provenance of potentially toxic elements in soils in Ojców National Park. J Geochem Explor. 2019; 201: 13-30. https://doi.org/10.1016/j.gexplo.2019.03.001

Alexandrino A, Viteri F, Rybarczyk Y, Andino JEG, Zalakeviciute R. Biomonitoring of metal levels in urban areas with different vehicular traffic intensity by using Araucaria heterophylla needles. Ecol Indic. 2020; 117: 106701. https://doi.org/10.1016/j.ecolind.2020.1067014

Cai C, Xiong B, Zhang Y, Li X, Nunes LM. Critical Comparison of Soil Pollution Indices for Assessing Contamination with Toxic Metals. Water Air Soil Pollut. 2015; 226: 352. https://link.springer.com/article/10.1007/s11270-015-2620-2

Bayouli IT, Bayouli HT, Dell’Oca A, Meers E, Sun J. Ecological indicators and bioindicator plant species for biomonitoring industrial pollution: Eco-based environmental assessment. Ecol Indic. 2021; 125: 107508. https://doi.org/10.1016/j.ecolind.2021.107508

Fry KL, Wheeler CA, Gillings MM, Flegal AR, Taylor MP. Anthropogenic contamination of residential environments from smelter As, Cu and Pb emissions: Implications for human health. Environ Pollut. 2020; 262: 114235. https://doi.org/10.1016/j.envpol.2020.114235

Forghani G, Kelm U, Mazinania V. Spatial distribution and chemical partitioning of potentially toxic elements in soils around Khatoon-Abad Cu Smelter, SE Iran. J Geochem Explor. 2019; 196: 66-80. https://doi.org/10.1016/j.gexplo.2018.09.012

Kalinovic TS, Serbula SM, Radojevic AA, Kalinovic JV, Steharnik MM, Petrovic JV. Elder, linden and pine biomonitoring ability of pollution emitted from the copper smelter and the tailings ponds. Geoderma. 2016; 262: 266-275. https://doi.org/10.1016/j.geoderma.2015.08.027

Radojevic AA, Serbula SM, Kalinovic TS, Kalinovic JV, Steharnik MM, Petrovic JV, Milosavljevic JS. Metal/metalloid content in plant parts and soils of Corylus spp. influenced by mining-metallurgical production of copper. Environ Sci Pollut R. 2017; 24 (11): 10326-10340. https://link.springer.com/article/10.1007/s11356-017-8520-9

Serbula SM, Milosavljevic JS, Radojevic AA, Kalinovic JV, Kalinovic TS, Extreme air pollution with contaminants originating from the mining-metallurgical processes. Sci Total Environ. 2017; 586: 1066-1075. https://doi.org/10.1016/j.scitotenv.2017.02.091

Milosavljevic JS, Serbula SM, Cokesa DjM, Milanovic DB, Radojevic AA, Kalinovic TS, Kalinovic JV. Soil enzyme activities under the impact of long-term pollution from mining-metallurgical copper production. Eur J Soil Biol. 2020; 101: 103232. https://doi.org/10.1016/j.ejsobi.2020.103232

Serbula SM, Milosavljevic JS, Kalinovic JV, Kalinovic TS, Radojevic AA, Apostolovski Trujic TLj, Tasic VM. Arsenic and SO2 hotspot in South-Eastern Europe: An overview of the air quality after the implementation of the flash smelting technology for copper production, Sci Total Environ. 2021; 777: 145981. https://doi.org/10.1016/j.scitotenv.2021.145981

Kusin FM, Awang NHC, Hasan SNMS, Rahim HAA, Azmin N, Jusop S, Kim K-W. Geo-ecological evaluation of mineral, major and trace elemental composition in waste rocks, soils and sediments of a gold mining area and potential associated risks. Catena. 2019; 183: 104229. https://doi.org/10.1016/j.catena.2019.104229

El Azhari A, Rhoujjati A, El Hachimib ML, Ambrosi J.Pollution and ecological risk assessment of heavy metals in the soil-plant system and the sediment-water column around a former Pb/Zn-mining area in NE Morocco. Ecotox Environ Safe. 2017; 144: 464-474. http://dx.doi.org/10.1016/j.ecoenv.2017.06.051

Izquierdo T, Bonnail E, Abad M, Dias MI, Prudêncio MI, Marques R, Rodríguez-Vidal J, Ruiz F. Pollution and potential risk assessment of flood sediments in the urban area of the mining Copiapó basin (Atacama Desert). J S Am Earth Sci. 2020; 103: 102714. https://doi.org/10.1016/j.jsames.2020.102714

Okonkwo SI, Idakwo SO, Ameh EG. Heavy metal contamination and ecological risk assessment of soils around the pegmatite mining sites at Olode area, Ibadan southwestern Nigeria. Environ Nanotechnol. 2021; 15: 100424. https://doi.org/10.1016/j.enmm.2020.100424

Cui X, Geng Y, Sun R, Xie M, Feng X, Li X, Cui Z. Distribution, speciation and ecological risk assessment of heavy metals in Jinan Iron & Steel Group soils from China. J Clean Prod. 2021; 295: 126504. https://doi.org/10.1016/j.jclepro.2021.126504

Gorena T, Fadic X, Cereceda-Balic F. Cupressus macrocarpa leaves for biomonitoring the environmental impact of an industrial complex: The case of Puchuncaví-Ventanas in Chile. Chemosphere. 2020; 260: 127521. https://doi.org/10.1016/j.chemosphere.2020.127521

Kowalska JB, Mazurek R, Gąsiorek M, Zaleski T. Pollution indices as useful tools for the comprehensive evaluation of the degree of soil contamination-A review. Environ Geochem Health. 2018; 40: 2395-2420. https://doi.org/10.1007/s10653-018-0106-z

Kumar S, Zhao M, Zhang H, Rahman MA, Luo C, Rahman MM. Distribution, contamination status and source of trace elements in the soil around brick kilns. Chemosphere. 2021; 263: 127882. https://doi.org/10.1016/j.chemosphere.2020.127882

Varol M, Sünbül MR, Aytop H, Yılmaz CH. Environmental, ecological and health risks of trace elements, and their sources in soils of Harran Plain, Turkey. Chemosphere. 2020; 245: 125592. https://doi.org/10.1016/j.chemosphere.2019.125592

Mazurek R, Kowalska J, Gąsiorek M, Zadrożny P, Józefowska A, Zaleski T, Kępka W, Tymczuk M, Orłowska K. Assessment of heavy metals contamination in surface layers of Roztocze National Park forest soils (SE Poland) by indices of pollution. Chemosphere. 2017; 168: 839-850. http://dx.doi.org/10.1016/j.chemosphere.2016.10.126

Memoli V, Francesco Esposito F, Panico SC, DeMarcoa A, Barile R, Maisto G. Evaluation of tourism impact on soil metal accumulation through single and integrated indices. Sci Total Environ. 2019; 682: 685-691. https://doi.org/10.1016/j.scitotenv.2019.05.211

El-Magd SAA, Taha TH, Pienaar HH, Breil P, Amer RA, Namour P. Assessing heavy metal pollution hazard in sediments of Lake Mariout, Egypt. J Afr Earth Sci. 2021; 176: 104116. https://doi.org/10.1016/j.jafrearsci.2021.104116

Kalinovic TS, Serbula SM, Kalinovic JV, Radojevic AA, Petrovic JV, Steharnik MM, Milosavljevic JS, Suitability of linden and elder in the assessment of environmental pollution of Brestovac spa and Bor lake (Serbia). Environ Earth Sci. 2017; 76: 178. https://link.springer.com/article/10.1007/s12665-017-6485-0

Wang Z, Liu X, Qin H. Bioconcentration and translocation of heavy metals in the soil-plants system in Machangqing copper mine, Yunnan Province, China. J Geochem Explor. 2019; 200: 159-166. https://doi.org/10.1016/j.gexplo.2019.02.005

Chai L, Wang Y, Wang X, Ma L, Cheng Z, Su L. Pollution characteristics, spatial distributions, and source apportionment of heavy metals in cultivated soil in Lanzhou, China. Ecol Indic. 2021; 125: 107507. https://doi.org/10.1016/j.ecolind.2021.107507

Cruzado-Tafur E, Torró L, Bierla K, Szpunar J, Tauler E. Heavy metal contents in soils and native flora inventory at mining environmental liabilities in the Peruvian Andes. J S Am Earth Sci. 2021; 106: 103107. https://doi.org/10.1016/j.jsames.2020.103107

Nadgórska-Socha A, Kandziora-Ciupa M, Ciepał R. Element accumulation, distribution, and phytoremediation potential in selected metallophytes growing in a contaminated area. Environ Monit Assess. 2015; 187: 441. https://pubmed.ncbi.nlm.nih.gov/26088758/

Taati A, Salehi MH, Mohammadi J, Mohajer R, Díez S. Pollution assessment and spatial distribution of trace elements in soils of Arak industrial area, Iran: Implications for human health. Environ Res. 2020; 187: 109577. https://doi.org/10.1016/j.envres.2020.109577

Gujre N, Rangan L, Mitra S. Occurrence, geochemical fraction, ecological and health risk assessment of cadmium, copper and nickel in soils contaminated with municipal solid wastes. Chemosphere. 2021; 271: 129573. https://doi.org/10.1016/j.chemosphere.2021.129573

Hołtra A, Zamorska-Wojdyła D. The pollution indices of trace elements in soils and plants close to the copper and zinc smelting works in Poland’s Lower Silesia. Environ Sci Pollut R. 2020; 27: 16086-16099. https://doi.org/10.1007/s11356-020-08072-0

Liénard A, Brostaux Y, Colinet G. Soil contamination near a former Zn-Pb ore-treatment plant: Evaluation of deterministic factors and spatial structures at the landscape scale. J Geochem Explor. 2014; 147: 107-116. http://dx.doi.org/10.1016/j.gexplo.2014.07.014

Li L, Wu J, Lu J, Min X, Xue J, Yang L. Distribution, pollution, bioaccumulation, and ecological risks of trace elements in soils of the northeastern Qinghai-Tibet Plateau. Ecotox Environ Safe. (2018); 166: 345-353. https://doi.org/10.1016/j.ecoenv.2018.09.110

Yang H, Wang F, Yu J, Huang K, Zhang H, Fu Z. An improved weighted index for the assessment of heavy metal pollution in soils in Zhejiang, China. Environ Res. 2021; 192: 110246. https://doi.org/10.1016/j.envres.2020.110246

Li S, Zhao B, Jin M, Hu L, Zhong H, He Z. A comprehensive survey on the horizontal and vertical distribution of heavy metals and microorganisms in soils of a Pb/Zn smelter. J Hazard Mater. 2020; 400: 123255. https://doi.org/10.1016/j.jhazmat.2020.123255

Serbula SM, Ilic AA, Kalinovic JV, Kalinovic TS, Petrovic NB, Assessment of air pollution originating from copper smelter in Bor (Serbia), Environ Earth Sci. 2014; 71 (4): 1651-1661. https://link.springer.com/article/10.1007/s12665-013-2569-7#page-1

USEPA, 1996; United States Environmental Protection Agency, Acid Digestion of Sediments, Sludges, and Solids (3050B), Washington, DC, 1996.

Official Gazette of Republic of Serbia, Regulation on Limit Values for Polluting, Harmful and Hazardous Substances in the Soil, No 30/2018, 2018 (in Serbian).

Kabala C, Galka B, Jezierski P. Assessment and monitoring of soil and plant contamination with trace elements around Europe's largest copper ore tailings impoundment. Sci Total Environ. 2020; 738: 139918. https://doi.org/10.1016/j.scitotenv.2020.139918

Qiao D, Wang G, Li X, Wang S, Zhao Y. Pollution, sources and environmental risk assessment of heavy metals in the surface AMD water, sediments and surface soils around unexploited Rona Cu deposit, Tibet, China. Chemosphere. 2020; 248: 125988. https://doi.org/10.1016/j.chemosphere.2020.125988

Fiori CdS, Rodrigues APdC, Santelli RE, Cordeiro RC, Carvalheira RG, Araújo PC, Castilhos ZC, Bidone ED. Ecological risk index for aquatic pollution control: a case study of coastal water bodies from the Rio de Janeiro State, southeastern Brazil. Geochim. Bras. 2013; 27(1): 24-36. https://www.geobrasiliensis.org.br/geobrasiliensis/article/view/386

Shaheen SM, Antoniadis V, Kwon E, Song H, Wang S-L, Hseu Z-Y, Rinklebe J. Soil contamination by potentially toxic elements and the associated human health risk in geo- and anthropogenic contaminated soils: A case study from the temperate region (Germany) and the arid region (Egypt). Environ Pollut. 2020; 262: 114312. https://doi.org/10.1016/j.envpol.2020.114312

Hasan M, Kausar D, Akhter G, Shaha MH. Evaluation of the mobility and pollution index of selected essential/toxic metals in paddy soil by sequential extraction method. Ecotox Environ Safe. 2018; 147: 283-291. http://dx.doi.org/10.1016/j.ecoenv.2017.08.054

Santos-Francés F, Martínez-Graña A, Rojo PA, Sánchez AG. Geochemical Background and Baseline Values Determination and Spatial Distribution of Heavy Metal Pollution in Soils of the Andes Mountain Range (Cajamarca-Huancavelica, Peru). Int J Env Res Pub He. 2017; 14: 859. https://www.mdpi.com/1660-4601/14/8/859

Kabata-Pendias A. Trace elements in soils and plants. 4th ed. Boca Raton, Florida: CRC Press; 2011.

Li C, Sun G, Wu Z, Zhong H, Wang R, Liu X, Guo Z, Cheng J. Soil physiochemical properties and landscape patterns control trace metal contamination at the urban-rural interface in southern China. Environ Pollut. 2019; 250: 537-545. https://doi.org/10.1016/j.envpol.2019.04.065

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