Skip to main content

Advertisement

Log in

Trace elements in size-segregated urban aerosol in relation to the anthropogenic emission sources and the resuspension

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

Size segregated particulate samples of atmospheric aerosols in urban site of continental part of Balkans were collected during 6 months in 2008. Six stages impactor in the size ranges: Dp ≤ 0.49 μm, 0.49 < Dp ≤ 0.95 μm, 0.95 < Dp ≤ 1.5 μm, 1.5 < Dp ≤ 3.0 μm, 3.0 < Dp ≤ 7.2 μm, and 7.2 < Dp ≤ 10.0 μm was applied for sampling. ICP-MS was used to quantify elements: Al, As, Bi, Ca, Cd, Co, Cr, Cu, Fe, Ga, K, Li, Na, Ni, Mg, Mn, Pb, Sb, V, and Zn. Two main groups of elements were investigated: (1) K, V, Ni, Zn, Pb, As, and Cd with high domination in nuclei mode indicating the combustion processes as a dominant sources and (2) Al, Fe, Ca, Mg, Na, Cr, Ga, Co, and Li in coarse mode indicating mechanical processes as their main origin. The strictly crustal origin is for Mg, Fe, Ca, and Co while for As, Cd, K, V, Ni, Cu, Pb, and Zn dominates the anthropogenic influence. The PCA analysis has shown that main contribution is of resuspension (PC1, σ2 ≈ 30 %) followed by traffic (PC2, σ2 ≈ 20 %) that are together contributing around 50 % of elements in the investigated urban aerosol. The EF model shows that major origin of Cd, K, V, Ni, Cu, Pb, Zn, and As in the fine mode is from the anthropogenic sources while increase of their contents in the coarse particles indicates their deposition from the atmosphere and soil contamination. This approach is useful for the assessment of the local resuspension influence on element’s contents in the aerosol and also for the evaluation of the historical pollution of soil caused by deposition of metals from the atmosphere.

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

Access this article

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  • Allen AG, Nemitz E, Shi JP, Harrison RM, Greenwood JC (2001) Size distributions of trace metals in atmospheric aerosols in the United Kingdom. Atmos Environ 35:4581–4591

    Article  CAS  Google Scholar 

  • Aničić M, Tasić M, Frontasyeva MV, Tomašević M, Rajšić S, Mijić Z, Popović A (2009) Active moss biomonitoring of trace elements with Sphagnum girgensohnii Moss bags in relation to atmospheric bulk deposition in Belgrade, Serbia. Environ Pollut 157:673–679

    Article  Google Scholar 

  • Belis CA, Karagulian F, Larsen BR, Hopke PK (2013) Critical review and meta-analysis of ambient particulate matter source apportionment using receptor models in Europe. Atmos Environ 69:94–108

    Article  CAS  Google Scholar 

  • Brüggemann E, Gerwig H, Gnauk T, Müller K, Herrmann H (2009) Influence of seasons, air mass origin and day of the week on size-segregated chemical composition of aerosol particles at a kerbside. Atmos Environ 43:2456–2463

    Article  Google Scholar 

  • Buccolieri A, Buccolieri G, Cardellicchio N, Dell’Atti A, Florio ET (2005) Metals content in atmospheric particulate matter collected from an urban area of Abulia (Southern Italy). Ann Chim 95:15–25

    Article  CAS  Google Scholar 

  • Contini D, Belosi F, Gambaro A, Cesari D, Stortini AM, Bove MC (2012) Comparison of PM10 concentrations and metal content in three different sites of the Venice Lagoon: an analysis of possible aerosol sources. J Environ Sci 24:1954–1965

    Article  CAS  Google Scholar 

  • Contini D, Cesari D, Genga A, Siciliano M, Lelpo P, Guascito MR, Conte M (2014) Source apportionment of size-segregated atmospheric particles based on the major water-soluble components in Lecce (Italy). Sci Total Environ 472(2014):248–261

    Article  CAS  Google Scholar 

  • Đorđević D, Vukmirović Z, Tosić I, Unkasević M (2004a) Contribution of dust transport and resuspension to particulate matter levels in the Mediterranean atmosphere. Atmos Environ 38:3637–3645

    Article  Google Scholar 

  • Đorđević D, Radmanović D, Mihajlidi-Zelić A, Ilić M, Pfendt P, Vukmirović Z, Polić P (2004b) Associations of trace elements in aerosol at the south Adriatic coast. Environ Chem Lett 2:147–150

    Article  Google Scholar 

  • Đorđević D, Mihajlidi-Zelić A, Relić D, Lj I, Huremović J, Stortini AM, Gambaro A (2012) Size-segregated mass concentration and water soluble inorganic ions in an urban aerosol of the Central Balkans (Belgrade). Atmos Environ 46:309–317

    Article  Google Scholar 

  • Facchinelli A, Sacchi E, Mallen L (2001) Multivariate statistical and GIS-based approach to identify heavy metal sources in soils. Environ Pollut 114:313–324

    Article  CAS  Google Scholar 

  • Handler M, Puls C, Zbiral J, Marr I, Puxbaum H, Limbeck A (2008) Size composition of particulate emission from motor vehicles in the Kaisermühlen-Tunnel, Vienna. Atmos Environ 42:2173–2186

    Article  CAS  Google Scholar 

  • Hlavay J, Polyák K, Bódog I, Molnár Á, Mészáros E (1996) Distribution of trace elements in filter-collected aerosol samples. Fresenius J Anal Chem 354:227–232

    Article  CAS  Google Scholar 

  • Koulouri E, Saarikoski S, Theodosi C, Markaki Z, Gerasopoulos E, Kouvarakis G, Mäkelä T, Hillamo R, Mihalopoulus N (2008) Chemical composition and sources of fine and coarse aerosol particles in the Eastern Mediterranean. Atmos Environ 42:6542–6550

    Article  CAS  Google Scholar 

  • Lawrence S, Sokhi R, Ravindra K, Mao H, Prain HD, Bull ID (2013) Source apportionment of traffic emissions of particulate matter using tunnel measurements. Atmos Environ 77:548–557

    Article  CAS  Google Scholar 

  • Ning Z, Polidori A, Schauer JJ, Sioutas C (2008) Emission factors of PM species based on freeway measurements and comparison with tunnel and dynamometer studies. Atmos Environ 42:3099–3114

    Article  CAS  Google Scholar 

  • Ntziachristos L, Ning Z, Geller MD, Sheesley RJ, Schauer JJ, Sioutas C (2007) Fine, ultrafine and nanoparticle trace element compositions near a major freeway with a high heavy-duty diesel fraction. Atmos Environ 41:5684–5696

    Article  CAS  Google Scholar 

  • Moffet RC, Desyaterik Y, Hopkins RJ, Tivanski AV, Gilles MK, Wang Y, Shutthanandan V, Molina LT, Abraham RG, Johnson KS, Mugica V, Molina MJ, Laskin A, Prather KA (2008) Characterization of Aerosols Containing Zn, Pb and Cl from an Industrial Region of Mexico City. Environ Sci Technol 42:7091–7097

  • Murphy DM, Hudson PK, Cziczo DJ, Gallavardin S, Froyd KD, Johnston MV, Middlebrook AM, Reinard MS, Thomson DS, Thornberry T, Wexler AS (2007) Distribution of lead in single atmospheric particles. Atmos Chem Phys 7:3195–3210

  • Ondov JM, Wexler AS (1998) Where do particulate toxins reside? An improved paradigm for the structure and dynamics of the urban mid-Atlantic aerosol. Environ Sci Technol 32:2547–2555

    Article  CAS  Google Scholar 

  • Ondráček J, Schwarz J, Ždímal V, Andĕlová L, Vodička P, Bízek V, Tsai C-J, Chen S-C, Smolík J (2011) Contribution of the road traffic to air pollution in the Prague city (busy speedway and suburban crossroads). Atmos Environ 45:5090–5100

    Article  Google Scholar 

  • Pacyna JM (1998) Source inventories for atmospheric trace metals. In: Harrison RM, van Grieken RE (eds) Atmospheric particles, IUPAC series on analytical and physical chemistry of environmental systems, vol 5. Wiley, Chichester, pp 385–423

    Google Scholar 

  • Pan Y, Wang Y, Sun Y, Tian S, Cheng M (2013) Size-resolved aerosol trace elements at a rural mountainous site in Northern China: importance of regional transport. Sci Total Environ 461–462:761–771

  • Pietrodangelo A, Salzano R, Rantica E, Perrino C (2013) Characterisation of the local topsoil contribution to airborne particulate matter in the area of Rome (Italy). Atmos Environ 69:1–14

    Article  CAS  Google Scholar 

  • Pikridas M, Tasoglou A, Florou K, Pandis SN (2013) Characterization of the origin of fine particulate matter in a medium size urban area in the Mediterranean. Atmos Environ 80:264–274

  • Pio C, Mirante F, Oliveira C, Matos M, Caseiro A, Oliveira C, Querol X, Alves C, Martins N, Cerqueira M, Camões F, Silva H, Plana F (2013) Size segregated chemical composition of aerosol emissions in an urban road tunnel in Portugal. Atmos Environ 71:15–25

    Article  CAS  Google Scholar 

  • Public Utility Company Beogradske elektrane, www.beoelektrane.rs

  • Reponen T, Grinshpun SA, Trakumas S, Martuzevicius D, Wang ZM, LeMasters G, Lockey JE, Biswas P (2003) Concentration gradient patterns of aerosol particles near interstate highways in the Greater Cincinnati airshed. J Environ Monit 5:557–562

  • Salma I, Maenhaut W, Zemplén-Papp É, Záray G (2001) Comprehensive characterisation of atmospheric aerosols in Budapest, Hungary: physicochemical properties of inorganic species. Atmos Environ 35:4367–4378

    Article  CAS  Google Scholar 

  • Seinfeld JH, Pandis SN (1998) Atmospheric chemistry and physics: from air pollution to climate change. Wiley, New York

    Google Scholar 

  • Song F, Gao Y (2011) Size distributions of trace elements associated with ambient particular matter in the affinity of a major highway in the New Jersey—New York metropolitan area. Atmos Environ 45:6714–6723

    Article  CAS  Google Scholar 

  • Stortini AM, Freda A, Cesari D, Cairns WRL, Contini D, Barbante C, Prodi F, Cescon P, Gambaro A (2009) An evaluation of the PM2.5 trace elemental composition in the Venice lagoon area and an analysis of the possible sources. Atmos Environ 43:6296–6304

    Article  CAS  Google Scholar 

  • Suarez AE, Ondov JM (2002) Ambient aerosol concentrations of elements resolved by size and by source: contributions of some cytokine-active metals from coal- and oil-fired power plants. Energy Fuel 16:562–568

    Article  CAS  Google Scholar 

  • Tsitouridou R, Papazova P, Simeonova P, Simeonov V (2013) Chemical and statistical interpretation of sized aerosol particles collected at an urban site in Thessaloniki, Greece. J Environ Sci Health A Toxic/Hazard Subst Environ Eng 48(14):1815–1828

    Article  CAS  Google Scholar 

  • Witt MLI, Meheran N, Mather TA, de Hoog JCM, Pyle DM (2010) Aerosols trace metals, particle morphology and total gaseous mercury in the atmosphere of Oxford, UK. Atmos Environ 44:1524–1538

    Article  CAS  Google Scholar 

  • Zhao M, Zhang Y, Ma W, Fu W, Yang X, Li C, Zhou B, Yu Q, Chen L (2013) Characteristics and ship traffic source identification of air pollutants in China-s largest port. Atmos Environ 64:277–286

    Article  CAS  Google Scholar 

Download references

Acknowledgments

This work was supported by the INTERREG/CARDS-PHARE Adriatic New Neighbourhood Programme—Grant No. 06SER02/01/04. The authors are grateful to the Delegation of the European Union to Serbia. The authors were also grateful to the Ministry of education, Science and Technological Development which further supported financially this research within the projects 172001 and 43007.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dragana Đorđević.

Additional information

Responsible editor: Gerhard Lammel

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Đorđević, D., Stortini, A.M., Relić, D. et al. Trace elements in size-segregated urban aerosol in relation to the anthropogenic emission sources and the resuspension. Environ Sci Pollut Res 21, 10949–10959 (2014). https://doi.org/10.1007/s11356-014-2998-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-014-2998-1

Keywords