Skip to main content

Advertisement

Log in

Airborne mineral components and trace metals in Paris region: spatial and temporal variability

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

Abstract

A variety of mineral components (Al, Fe) and trace metals (V, Cr, Mn, Ni, Cu, Zn, Cd, Pb) were simultaneously measured in PM2.5 and PM10 fractions at three different locations (traffic, urban, and suburban) in the Greater Paris Area (GPA) on a daily basis throughout a year. Mineral species and trace metal levels measured in both fractions are in agreement with those reported in the literature and below the thresholds defined by the European guidelines for toxic metals (Cd, Ni, Pb). Size distribution between PM2.5 and PM10 fractions revealed that mineral components prevail in the coarse mode, while trace metals are mainly confined in the fine one. Enrichment factor analysis, statistical analysis, and seasonal variability suggest that elements such as Mn, Cr, Zn, Fe, and Cu are attributed to traffic, V and Ni to oil combustion while Cd and Pb to industrial activities with regional origin. Meteorological parameters such as rain, boundary layer height (BLH), and air mass origin were found to significantly influence element concentrations. Periods with high frequency of northern and eastern air masses (from high populated and industrialized areas) are characterized by high metal concentrations. Finally, inner city and traffic emissions were also evaluated in PM2.5 fraction. Significant contributions (>50 %) were measured in the traffic site for Mn, Fe, Cr, Zn, and Cu, confirming that vehicle emissions contribute significantly to their levels, while in the urban site, the lower contributions (18 to 33 %) for all measured metals highlight the influence of regional sources on their levels.

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
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • AIRPARIF: source apportionment of airborne particles in the ile-de-France region, available at: http://www.airparif.asso.fr/_pdf/publications/rapport-particules-anglais-120829.pdf, 2012

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

    Article  CAS  Google Scholar 

  • Ayrault A, Senhou A, Moskura M, Gaudry A (2010) Atmospheric trace element concentrations in total suspended particles near Paris, France. Atmos Environ 44:3700–3707

    Article  CAS  Google Scholar 

  • Azimi S, Rocher V, Garnaud S, Varrault G, Thevenot R (2005) Decrease of atmospheric deposition of heavy metals in an urban area from 1994 to 2002 (Paris, France). Chemosphere 61:645–651

    Article  CAS  Google Scholar 

  • Bilos C, Colombo JC, Skorupka CN, Rodriguez Presa MJ (2001) Sources, distribution and variability of airborne trace metals in La Plata City area, Argentina. Environ Pollut 111:149–158

    Article  CAS  Google Scholar 

  • Bressi M, Sciare J, Ghersi V, Mihalopoulos N, Petit J-E, Nicolas JB, Moukhtar S, Rosso A, Féron A, Bonnaire N, Poulakis E, Theodosi C (2014) Sources and geographical origins of fine aerosols in Paris (France). Atmos Chem Phys 14(8813–8839):2014

    Google Scholar 

  • Bressi M, Sciare J, Ghersi V, Bonnaire N, Nicolas JB, Petit J-E, Moukhtar S, Rosso A, Mihalopoulos N, Féron A (2013) A one-year comprehensive chemical characterization of fine aerosol (PM2.5) at urban, suburban and rural background sites in the region of Paris (France). Atmos Chem Phys 13:7825–7844. doi:10.5194/acp-13-7825-2013

    Article  CAS  Google Scholar 

  • Chapman RS, Watkinson WP, Dreher KL, Costa DL (1997) Ambient particulate matter and respiratory and cardiovascular illness in adults: particle-borne transition metals and the heart-lung axis. Environ Mental Toxicol Pharmacol 4(3–4):331–338

    Article  CAS  Google Scholar 

  • Draxler, R.R. and Rolph, G.D.: HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) Model access via NOAA ARL READY Website (http://ready.arl.noaa.gov/HYSPLIT.php), NOAA Air Resources Laboratory, Silver Spring, MD, 2011

  • Eurostat: retrieved on the 01/09/2011 at http://epp.eurostat.ec.europa.eu

  • Ghersi, V., Rosso, A., Moukhtar, S., Lameloise, P., Sciare, J., Bressi, M., Nicolas, J., Féron, A., Bonnaire, N., 2010. A comprehensive source apportionment study of fine aerosols (PM2.5) in the region of Paris, France, Pollution Atmospherique, 63–72

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

    Article  CAS  Google Scholar 

  • Harrison RM, Tilling R, Callen Romero MS, Harrad S, Jarvis K (2003) A study of trace metals and polycyclic aromatic hydrocarbons in the roadside environment. Atmos Environ 37:2391–2402

    Article  CAS  Google Scholar 

  • Heal MR, Hibbs LR, Agius RM, Beverland IJ (2005) Total and water soluble trace metal content of urban background PM10, PM2.5 and black smoke in Edinburgh, UK. Atmos Environ 39:1417–1430

    Article  CAS  Google Scholar 

  • John AC, Kuhlbusch TAJ, Fissan H, Schmidt KG (2001) Size fractionated sampling and chemical analysis by total reflection X-ray fluorescence spectrometry of PMx in ambient air and emissions. Spectrochim Acta B 56:2137–2146

    Article  Google Scholar 

  • Karanasiou AA, Sitaras IA, Siskos PA, Eleftheriadis K (2007) Size distribution and sources of trace metals and n-alkanes in the Athens urban aerosol during summer. Atmos Environ 41:2368–2381

    Article  CAS  Google Scholar 

  • Kulshrestha A, Satsangi PG, Masih J, Taneja A (2009) Metal concentration of PM 2.5 and PM 10 particles and seasonal variations in urban and rural environment of Agra, India. Sci Total Environ 407:6196–6204

    Article  CAS  Google Scholar 

  • Lenschow P, Abraham HJ, Kutzner K, Lutz M, Preuss JD, Reichnbächer W (2001) Some ideas about the sources of PM 10. Atmos Environ 1:S23–S33

    Article  Google Scholar 

  • Lepel EA, Stefansson KM, Zoller WH (1978) The enrichment of volatile elements in the atmosphere by volcanic activity: Augustine volcano 1976. J Geophys Res 83:6213–6220

    Article  CAS  Google Scholar 

  • Limbeck A, Handler M, Puls C, Zbiral J, Bauer H, Puxbaum H (2009) Impact of mineral components and selected trace metals on ambient PM10 concentrations. Atmos Environ 43:530–538

    Article  CAS  Google Scholar 

  • Mason B (1966) Principles of geochemistry. Wiley, New York

    Google Scholar 

  • Mijić Z, Stojić A, Periśić M, Rajśić S, Tasić M, Radenković M, Joksić J (2010) Seasonal variability and source apportionment of metals in the atmospheric deposition in Belgrade. Atmos Environ 44:3630–3637

    Article  Google Scholar 

  • Ntziachristos L, Ning Z, Geller MD, Sheesley R, Schauer JJ, Fine SC (2007) Ultrafine and nanoparticles trace element compositions near a freeway with heavy duty diesel traffic. Atmos Environ 41(27):5684–5696

    Article  CAS  Google Scholar 

  • Pacyna JM, Pacyna EG (2001) As assessment of global and regional emissions of trace metals to the atmosphere from anthropogenic sources worldwide. Environ Rev 9:269–298

    Article  CAS  Google Scholar 

  • Pacyna EG, Pacyna JM, Fudala J, Strzelecka-Jastrzab E, Hlawiczka S, Panasiuk D, Nitter S, Pregger T, Pfeiffer H, Friedrich R (2007) Current and future emissions of selected heavy metals to the atmosphere from anthropogenic sources in Europe. Atmos Environ 41:8557–8566

    Article  CAS  Google Scholar 

  • Pope CA III, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K (2002) Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA, J Am Med Assoc 287:1132–1141

    Article  CAS  Google Scholar 

  • Querol XA, Alastuey Rodriguez S, Plana F, Ruiz CR, Cots N, Massague G, Puig O (2001) PM 10 and PM 2.5 source apportionment in the Barcelona Metropolitan area, Catalonia, Spain. Atmos Environ 35:6407–6419

    Article  CAS  Google Scholar 

  • Rocher V, Azimi S, Gasperi J, Beuvin L, Muller M, Moilleron R, Chebbo G (2004) Hydrocarbons and metals in atmospheric deposition and roof runoff in central Paris. Water Air Soil Pollut 159:67–86

    Article  CAS  Google Scholar 

  • Samara C, Voutsa D (2005) Size distribution of airborne particulate matter and associated heavy metals in the roadside environment. Chemosphere 59:1197–1206

    Article  CAS  Google Scholar 

  • Schauer JJ, Rogge WF, Hildemann LM, Mazurek MA, Cass GR, Simoneit BRT (1996) Source apportionment of airborne particulate matter using organic compounds as tracers. Atmos Environ 30:3837–3855

    Article  CAS  Google Scholar 

  • Sciare J, Oikonomou K, Favez O, Liakakou E, Markaki Z, Cachier H, Mihalopoulos N (2008) Long-term measurements of carbonaceous aerosols in the Eastern Mediterranean: evidence of long-range transport of biomass burning. Atmos Chem Phys 8:5551–5563. doi:10.5194/acp-8-5551-2008

    Article  CAS  Google Scholar 

  • Singh M, Jaques P, Sioutas C (2002) Size distribution and diurnal characteristics of particle-bound metals in source and receptor sites of the Los Angeles Basin. Atmos Environ 36:1675–1689

    Article  CAS  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 

  • Sternbeck J, Sjödin Å, Andréasson K (2002) Metal emissions from road traffic and the influence of resuspension results from two tunnel studies. Atmos Environ 36:4735–4744

    Article  CAS  Google Scholar 

  • Stiebet DM, Judek S, Burnett RT (2002) Meta-analysis of time-series studies of air pollution and mortality: effects of gases and particles and the influence of cause of death, age, and season. J Air Waste Manag Assoc 52:470–484

    Article  Google Scholar 

  • Theodosi C, Markaki Z, Tselepides A, Mihalopoulos N (2010) The significance of atmospheric inputs of soluble and particulate major and trace metals to the eastern Mediterranean Sea. Mar Chem 120:154–163

    Article  CAS  Google Scholar 

  • Theodosi C, Grivas G, Zarmpas P, Chaloulakou A, Mihalopoulos N (2011) Mass and chemical composition of size-segregated aerosols (PM1, PM2.5, PM10) over Athens, Greece: local versus regional sources. Atmos Chem Phys 11:11895–11911. doi:10.5194/acp-11-11895-2011

    Article  CAS  Google Scholar 

  • Thorpe A, Harrison RM (2008) Sources and properties of non-exhaust particulate matter from road traffic: a review. Sci Total Environ. doi:10.1016/j.scitotenv.2008.06.007

    Google Scholar 

  • Weisel CP, Duce RA, Fasching JL, Heaton RW (1984) Estimates of the transport of trace metals from the ocean to the atmosphere. J Geophys Res 89(D7):11,607–11,618

    Article  CAS  Google Scholar 

  • Wichmann HE, Peters A (2000) Epidemiological evidence of the effects of ultrafine particle exposure. Philosophical Trans Royal Soc London A 358:2751–2769

    Article  CAS  Google Scholar 

Download references

Acknowledgments

The authors wish to thank the two anonymous reviewers as well as the associate editor Prof. G. Lammel for their helpful remarks.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to N. Mihalopoulos.

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

Poulakis, E., Theodosi, C., Bressi, M. et al. Airborne mineral components and trace metals in Paris region: spatial and temporal variability. Environ Sci Pollut Res 22, 14663–14672 (2015). https://doi.org/10.1007/s11356-015-4679-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-015-4679-0

Keywords

Navigation