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Metal content in street dust as a reflection of atmospheric dust emissions from coal power plants, metal smelters, and traffic

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Abstract

Resuspended street dust is a source of inhalable particles in urban environments. Despite contaminated street dust being a possible health risk factor for local population, little is known about the contribution of atmospheric dust emissions and other factors to the content of toxic metals in street dust. The impact of smelting, traffic, and power plants on metal contaminates in street dust is the focus of street dust sampling at 46 locations in the Witbank area (Republic of South Africa). This area is characterized by numerous open-pit coal mines in the Karoo coal basin, which provides a cheap source of energy to numerous metallurgical smelters and ironworks and supplies coal to the coal-fired power plants located nearby. Street dust was collected on asphalt or concrete surfaces with hard plastic brushes, avoiding collecting of possible sand, soil, or plant particles. Chemical analysis was done on the <0.125 mm fraction using inductively coupled plasma mass spectrometry subsequent to total digestion. Exceptionally high concentrations of metals were detected with concentrations of Fe reaching 17.7 %, Cr 4.3 %, Mn 2 %, Ni 366 mg/kg, and V 4,410 mg/kg. Factor analysis indicates three sources for the pollution. Road traffic which contributes to the high concentrations of Cu, Pb, Sb, and Sn, with the highest impacts detected in the town of Witbank. The second source is associated with the metal smelting industry, contributing to Fe, Co, Mn, and V emissions. The highest factor scores were observed around four metallurgical smelter operations, located in the Ferrobank, Highveld, and Clewer industrial areas. Impact of vanadium smelter to street dust composition could still be detected some 20 km away from the sources. Exceptionally high concentrations of Cr were observed in four samples collected next to the Ferrobank industrial area, despite Cr not being loaded in factor 2. The last source of the pollution is most probably fly ash associated with the coal-fired power plants and fly ash dumps. Elements which are associated with this source are Al, Sr, and Li. This factor is abundant in the coal mining part of the study area.

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References

  • Adachi K, Tainosho Y (2004) Characterization of heavy metal particles embedded in tire dust. Environ Int 30:1009–1017

    Article  CAS  Google Scholar 

  • Alijagić J, Šajn R (2011) Distribution of chemical elements in an old metallurgical area, Zenica (Bosnia and Herzegovina). Geoderma 162:71–85

    Article  Google Scholar 

  • Al-Khashman OA (2004) Heavy metal distribution in dust, street dust and soils from the work place in Karak Industrial Estate. Jordan Atmos Environ 38:6803–6812

    Article  CAS  Google Scholar 

  • Amato F, Pandolfi M, Viana M, Querol X, Alastuey A, Moreno T (2009) Spatial and chemical patterns of PM10 in road dust deposited in urban environment. Atmos Environ 43:1650–1659

    Article  CAS  Google Scholar 

  • Apeagyei E, Bank MS, Spengler JD (2011) Distribution of heavy metals in road dust along an urban-rural gradient in Massachusetts. Atmos Environ 45:2310–2323

    Article  CAS  Google Scholar 

  • Bačeva K, Stafilov T, Šajn R, Tanaselina C, Popov SI (2011) Distribution of chemical elements in attic dust in the vicinity of a ferronickel smelter plant. Fresen Environ Bull 20:2306–2314

    Google Scholar 

  • Bell FG, Bullock SET, Hälbich TFJ, Lindsay P (2001) Environmental impacts associated with an abandoned mine in the Witbank Coalfield, South Africa. Int J Coal Geol 45:195–216

    Article  CAS  Google Scholar 

  • Charlesworth S, Everett M, McCarthy R, Ordóñez A, de Miguel E (2003) A comparative study of heavy metal concentration and distribution in deposited street dusts in a large and a small urban area: Birmingham and Coventry, West Midlands. UK Environ Int 29:563–573

    Article  CAS  Google Scholar 

  • DEA (2010) Air quality baseline assessment for the Highveld priority area. uMoya-NILU consortium, Durban

  • Duong TTT, Lee BK (2009) Partitioning and mobility behavior of metals in road dusts from national-scale industrial areas in Korea. Atmos Environ 43:3502–3509

    Article  CAS  Google Scholar 

  • EA (2010) Framework for the management of contaminated land. Environmental Affairs, Republic of South Africa, pp. 79

  • Fujiwara F, Rebagliati RJ, Marrero J, Gómez D, Smichowski P (2011) Antimony as a traffic-related element in size-fractionated road dust samples collected in Buenos Aires. Microchem J 97:62–67

    Article  CAS  Google Scholar 

  • Gosar M, Šajn R (2001) Mercury in soil and attic dust as a reflection of Idrija mining and mineralisation (Slovenia). Geologija 44:137–159. doi:10.5474/geologija.2001.010

    Google Scholar 

  • Gosar M, Šajn R, Biester H (2006) Binding of mercury in soils and attic dust in the Idrija mercury mine area (Slovenia). Sci Total Environ 369:150–162

    Article  CAS  Google Scholar 

  • Gunawardana C, Goonetilleke A, Egodawatta P, Dawes L, Kokot S (2012) Source characterisation of road dust based on chemical and mineralogical composition. Chemosphere 87:163–170

    Article  CAS  Google Scholar 

  • Held G, Pienaar JJ, Snyman GM, Lachmann G, Osborne J, Turner CR (1996) Vertical distribution of water soluble pollutants and particulates over the Highveld. Eskom Report TRR/S95206, Johannesburg, pp. 1–29

  • Herngren L, Goonetilleke A, Ayoko GA (2006) Analysis of heavy metals in road-deposited sediments. Anal Chim Acta 571:270–278

    Article  CAS  Google Scholar 

  • Kabadayi F, Cesur H (2010) Determination of Cu, Pb, Zn, Ni, Co, Cd, and Mn in road dusts of Samsun City. Environ Monit Assess 168:241–253

    Article  CAS  Google Scholar 

  • Kemppainen S, Tervahattu H, Kikuchi R (2003) Distribution of airborne particles from multi-emission source. Environ Monit Assess 85:99–113

    Article  CAS  Google Scholar 

  • Khairy MA, Barakat AO, Mostafa AR, Wade TL (2011) Multielement determination by flame atomic absorption of road dust samples in Delta Region, Egypt. Microchem J 97:234–242

    Article  CAS  Google Scholar 

  • Kong S, Lu B, Bai Z, Zhao X, Chen L, Han B, Li Z, Ji Y, Xu Y, Liu Y, Jiang H (2011) Potential threat of heavy metals in re-suspended dusts on building surfaces in oilfield city. Atmos Environ 45:4192–4204

    Article  CAS  Google Scholar 

  • Lu X, Wang L, Li LY, Lei K, Huang L, Kang D (2010) Multivariate statistical analysis of heavy metals in street dust of Baoji, NW China. J Hazard Mater 173:744–749

    Article  CAS  Google Scholar 

  • Manno E, Varrica D, Dongarrá G (2006) Metal distribution in road dust samples collected in an urban area close to a petrochemical plant at Gela, Sicily. Atmos Environ 40:5929–5941

    Article  CAS  Google Scholar 

  • McQueen AD, Johnson BM, Rodgers JH Jr, English WR (2010) Campus parking lot stormwater runoff: physicochemical analyses and toxicity tests using Ceriodaphnia dubia and Pimephales promelas. Chemosphere 79:561–569

    Article  CAS  Google Scholar 

  • Piña AA, Torres GV, Monroy MF, Luszczewski AK, Leyva RR (2000) Scanning electron microscope and statistical analysis of suspended heavy metal particles in San Luis Potosi, Mexico. Atmos Environ 34:4103–4112

    Article  Google Scholar 

  • Pinetown KL, Ward CR, van der Westhuizen WA (2007) Quantitative evaluation of minerals in coal deposits in the Witbank and Highveld Coalfields, and the potential impact on acid mine drainage. Int J Coal Geol 70:166–183

    Article  CAS  Google Scholar 

  • Pone JDN, Hein KAA, Stracher GB, Annegarn HJ, Finkleman RB, Blake DR, McCormack JK, Schroeder P (2007) The spontaneous combustion of coal and its by-products in the Witbank and Sasolburg coalfields of South Africa. Int J Coal Geol 72:124–140

    Article  CAS  Google Scholar 

  • Preston-Whyte RA, Tyson PD (1988) The atmosphere and weather of Southern Africa. Oxford University Press, Cape Town

    Google Scholar 

  • Reimann C, de Caritat P (2005) Distinguishing between natural and anthropogenic sources for elements in the environment: regional geochemical surveys versus enrichment factors. Sci Total Environ 337:91–107

    Article  CAS  Google Scholar 

  • Reimann C, Flem B, Fabian K, Birke M, Ladenberger A, Négrel P, Demetriades A, Hoogewerff J, Gosar M (2012) Lead and lead isotopes in agricultural soils of Europe—the continental perspective. Appl Geochem 27:532–542

    Article  CAS  Google Scholar 

  • Rudnick RL, Gao S (2003) The composition of the continental crust. In: Rudnick RL (ed) The Crust. Treatise on Geochemistry 3. Elsevier-Pergamon, Oxford, pp 1–64

    Chapter  Google Scholar 

  • Šajn R (2002) Influence of mining and metallurgy on chemical composition of soil and attic dust in Meža valley, Slovenia. Geologija 45:547–552. doi:10.5474/geologija.2002.063

    Article  Google Scholar 

  • Šajn R (2005) Using attic dust and soil for the separation of anthropogenic and geogenic elemental distributions in an old metallurgic area (Celje, Slovenia). Geochem-Explor Env A 5:59–67

    Article  Google Scholar 

  • Šajn R (2006) Factor analysis of soil and attic-dust to separate mining and metallurgy influence, Meža Valley, Slovenia. Math Geol 38:735–747

    Google Scholar 

  • Šajn R, Halamić J, Peh Z, Galović L, Alijagić J (2011) Assessment of the natural and anthropogenic sources of chemical elements in alluvial soils from the Drava River using multivariate statistical methods. J Geochem Explor 110:278–289

    Article  Google Scholar 

  • Scheifinger H (1997) Aerosol behaviour on the South African Highveld. Atmos Environ 31:3497–3509

    Article  CAS  Google Scholar 

  • Shi G, Chen Z, Bi C, Wang L, Teng J, Li Y, Xu S (2011) A comparative study of health risk of potentially toxic metals in urban and suburban road dust in the most populated city of China. Atmos Environ 45:64–771

    Google Scholar 

  • Stafilov T, Šajn R, Boev B, Cvetković J, Mukaetov D, Andreevski M, Lepitkova S (2010a) Distribution of some elements in surface soil over the Kavadarci region, Republic of Macedonia. Environ Earth Sci 61:1515–1530

    Article  CAS  Google Scholar 

  • Stafilov T, Šajn R, Pančevski Z, Boev B, Frontasyeva MV, Strelkova L (2010b) Heavy metal contamination of topsoils around a lead and zinc smelter in the Republic of Macedonia. J Hazard Mater 175:896–914

    Article  CAS  Google Scholar 

  • Sutherland RA (2003) Lead in grain size fractions of road-deposited sediment. Environ Pollut 121:229–237

    Article  CAS  Google Scholar 

  • Swartjes FA (1999) Risk-based assessment of soil and groundwater quality in the Netherlands: standards and remediation urgency. Risk Anal 19:1235–1249

    CAS  Google Scholar 

  • Takuwa T, Mkilaha ISN, Naruse I (2006) Mechanisms of fine particulates formation with alkali metal compounds during coal combustion. Fuel 85:671–678

    Article  CAS  Google Scholar 

  • Teršič T, Gosar M, Šajn R (2009) Impact of mining activities on soils and sediments at the historical mining area in Podljubelj, NW Slovenia. J Geochem Explor 100:1–10

    Article  Google Scholar 

  • Tokalıoğlu Ş, Kartal Ş (2006) Multivariate analysis of the data and speciation of heavy metals in street dust samples from the Organized Industrial District in Kayseri (Turkey). Atmos Environ 40:2797–2805

    Article  Google Scholar 

  • Wagner NJ, Hlatshwayo B (2005) The occurrence of potentially hazardous trace elements in five Highveld coals, South Africa. Int J Coal Geol 63:228–246

    Article  CAS  Google Scholar 

  • Wang WH, Wong MH, Leharne S, Fisher B (1998) Fractionation and biotoxicity of heavy metals in urban dusts collected from Hong Kong in London. Environ Geochem Hlth 20:185–198

    Article  CAS  Google Scholar 

  • Wang G, Oldfield F, Xia D, Chen F, Liu X, Zhang W (2012) Magnetic properties and correlation with heavy metals in urban street dust: a case study from the city of Lanzhou, China. Atmos Environ 46:289–298

    CAS  Google Scholar 

  • Watanabe H, Nakajima F, Kasuga I, Furumai H (2011) Toxicity evaluation of road dust in the runoff process using a benthic ostracod Heterocypris incongruens. Sci Total Environ 409:2366–2372

    Article  CAS  Google Scholar 

  • Wei B, Jiang F, Li X, Mu S (2009) Spatial distribution and contamination assessment of heavy metals in urban road dusts from Urumqi, NW China. Microchem J 93:147–152

    Article  CAS  Google Scholar 

  • Whiteley JD, Murray F (2003) Anthropogenic platinum group element (Pt, Pd and Rh) concentrations in road dusts and roadside soils from Perth, Western Australia. Sci Total Environ 317:121–135

    Article  CAS  Google Scholar 

  • Yang T, Liu Q, Li H, Zeng Q, Chan L (2010) Anthropogenic magnetic particles and heavy metals in the road dust: magnetic identification and its implications. Atmos Environ 44:1175–1185

    Article  CAS  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 

  • Zheng N, Liu J, Wang Q, Liang Z (2010) Health risk assessment of heavy metal exposure to street dust in the zinc smelting district, Northeast of China. Sci Total Environ 408:726–733

    Article  CAS  Google Scholar 

  • Žibret G (2012) Impact of dust filter installation in ironworks and construction on brownfield area on the toxic metal concentration in street and house dust (Celje, Slovenia). Ambio 41:292–301

    Google Scholar 

  • Žibret G, Rokavec D (2010) Household dust and street sediment as an indicator of recent heavy metals in atmospheric emissions: a case study on a previously heavily contaminated area. Environ Earth Sci 61:443–453

    Article  Google Scholar 

  • Žibret G, Šajn R (2010) Hunting for geochemical associations of elements: factor analysis and self-organising maps. Math Geol 42:681–703

    Google Scholar 

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Acknowledgments

This study was made within the scope of the EO-MINERS (Earth Observation for Monitoring and Observing Environmental and Societal Impacts of Mineral Resources Exploration and Exploitation) project, grant agreement no. 244242, funded by EC Commission. Slovenian Research Agency also contributes to the funds by funding the P1-0025: Sedimentology and Mineral Resources research program. Authors would also like to thank Ms. Maphuti Kwata from the Council for Geoscience, Pretoria, for her valuable help at the field work campaign.

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Correspondence to Gorazd Žibret.

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Žibret, G., Van Tonder, D. & Žibret, L. Metal content in street dust as a reflection of atmospheric dust emissions from coal power plants, metal smelters, and traffic. Environ Sci Pollut Res 20, 4455–4468 (2013). https://doi.org/10.1007/s11356-012-1398-7

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