Skip to main content
Log in

Is PM10 mass measurement a reliable index for air quality assessment? An environmental study in a geographical area of north-eastern Italy

  • Published:
Environmental Monitoring and Assessment Aims and scope Submit manuscript

Abstract

The aim of this study was to measure the concentration of some metals (Cd, Cr, Cu, Fe, Mn, Ni, Pb, and Ti) in PM10 samples collected in one urban and one industrial site and to assess that PM10 total mass measurement may be not sufficient as air quality index due to its complex composition. Metals were determined by inductively coupled plasma-atomic emission spectroscopy (ICP-AES) and differential pulsed anodic stripping voltammetry (DPASV). The measured concentrations were used to calculate the content of metals in the PM10 total mass, and to estimate the enrichment factors and the correlations between PM10, metal concentrations and meteorological data for the two sites. The mean PM10 concentration during the sampling period in the urban site exceeded the annual European Union (EU) standard (40 µg/m3) and, for some sampling days, the daily EU standard (50 µg/m3) was also exceeded. In opposite, both EU standards were never exceeded in the industrial site. The overall metal content was nearly double in the industrial site compared to the urban one, and the mean Ni concentration exceeded the EU annual limit value (10 ng/m3). The metals with the highest enrichment factor were Cd, Cu, Ni and Pb for both sites, suggesting a dominant anthropogenic source for these metals. Metal concentrations were very low and typical of rural background during Christmas holidays, when factories were closed. PM10 total mass measurement is not a sufficient air quality index since the metal content of PM10 is not related to its total mass, especially in sites with industrial activities. This measurement should be associated with the analysis of toxic 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.

Similar content being viewed by others

References

  • Allen, A. G., Nemitz, E., Shia, J. P., Harrison, R. M., & Greenwood, J. C. (2001). Size distributions of trace metals in atmospheric aerosols in the UK. Atmospheric Environment, 35, 4581–4591.

    Article  CAS  Google Scholar 

  • Bilos, C., Colombo, J. C., Skorupka, C., & Rodriguez Presa, M. J. (2001). Sources, distribution and variability of airborne trace metals in La Plata City area, Argentina. Environmental Pollution, 111, 149–158.

    Article  CAS  Google Scholar 

  • Brunekreef, B., & Holgate, S. T. (2002). Air pollution and health. The Lancet, 360, 1233–1242.

    Article  CAS  Google Scholar 

  • Espinosa, A. J. F., Rodriguez, M. T., de la Rosa, F. J. B., & Sanchez, J. C. J. (2001). Size distribution of metals in urban aerosols in Seville (Spain). Atmospheric Environment, 35, 2595–2601.

    Article  CAS  Google Scholar 

  • EU Council (1999). EU Council Directive 1999/30/EC of 22 April 1999 relating to limit values for sulphur dioxide, nitrogen dioxide and oxides of nitrogen, particulate matter and lead in ambient air. Official Journal of the European Communities, 163, 41–60. Retrieved from: http://eur-lex.europa.eu/LexUriServ/site/en/oj/1999/l_163/l_16319990629en00410060.pdf

  • EU Commission DG XI (1997). Air quality daughter directives. Position paper on lead. European Commission DG Environment, Working Group on Lead. Retrieved from: http://ec.europa.eu/environment/air/pdf/pp_pb.pdf

  • EU Commission DG Environment (2000). Ambient air pollution by As, Cd And Ni compounds. Position paper. Retrieved from: http://ec.europa.eu/environment/air/pdf/pp_as_cd_ni.pdf

  • Gaines Wilson, J., Kingham, S., Pearce, J., Andrew, P., & Sturman, A. P. (2005). A review of intraurban variations in particulate air pollution Implications for epidemiological research. Atmospheric Environment, 39, 6444–6462.

    Article  CAS  Google Scholar 

  • Gao, Y., Nelson, E. D., Fielda, M. P., Ding, Q., Lia, H., & Sherrella, R. M., et al. (2002). Characterization of atmospheric trace elements on PM2.5 over the New York–New Jersey harbor estuary. Atmospheric Environment, 30, 1077–1086.

    Article  Google Scholar 

  • Hileman, B. (1981). Particulate Matter: The inhalable variety. Environmental Science & Technology, 15, 983–986.

    Article  Google Scholar 

  • Hjortenkrans, D., Bergbäck, B., & Häggerud, A. (2006). New metal emission patterns in road traffic environments. Environmental Monitoring and Assessment, 117, 85–89.

    Article  CAS  Google Scholar 

  • Hutchison, G. R., Brown, D. M., Hibbs, L. R., Heal, M. R., Donaldson, K., & Maynard, R. L., et al. (2005). The effect of refurbishing a UK steel plant on PM10 metal composition and ability to induce inflammation. Respiratory Research, 6(1), 43.

    Article  CAS  Google Scholar 

  • Jimenez, L. A., Thompson, J., Brown, D. A., Rahman, I., Antonicelli, F., & Duffin, R., et al. (2000). Activation of Nf-kappaB by PM10 occurs via an iron-mediated mechanism in the absence of IkappaB degradation. Toxicology and Applied Pharmacology, 166, 101–110.

    Article  CAS  Google Scholar 

  • Kim, M. K., & Jo, W. K. (2006). Elemental composition and source characterization of airborne PM10 at residences with relative proximities to metal-industrial complex. International Archives of Occupational and Environmental Health, 80, 40–50.

    Article  CAS  Google Scholar 

  • Kathuria, V. (2002). Vehicular pollution control in Delhi. Transportation Research Part D: Transport and Environment, 7, 373–387.

    Article  Google Scholar 

  • Lagerwerff, J. V., & Specht, A. W. (1970). Contamination of roadside soil and vegetation with cadmium, nickel, lead and zinc. Environmental Science & Technology, 4, 583–586.

    Article  CAS  Google Scholar 

  • Lopez, J. M., Callen, M. S., Murillo, R., Garcia, T., Navarro, M. V., & de la Cruz, M. T., et al. (2005). Levels of selected metals in ambient air PM10 in an urban site of Zaragoza (Spain). Environmental Research, 99, 58–67.

    Article  CAS  Google Scholar 

  • Manoli, E., Voutsa, D., & Samara, C. (2002). Chemical characterization and source identification/appointment of fine and coarse particles in Thessaloniki, Greece. Atmospheric Environment, 36, 949–961.

    Article  CAS  Google Scholar 

  • Medina, S., Boldo, E., Saklad, M., Niciu, E. M., Krzyzanowski, M., Frank, F., et al. (2005). APHEIS (Air Pollution and Health: A European Information System) Health impact assessment of air pollution and communication strategy. Third Year Report 2002–2003. Retrieved from: http://www.apheis.net. (June).

  • Radojević, M., & Bashkin, V. N. (1999). Practical environmental analysis. (London: Royal Society of Chemistry).

    Google Scholar 

  • Rudnick, R. L., & Gao, S. (2003). The composition of the continental crust. In R. L. Rudnick (Ed.), The Crust (pp. 1–64). In H. D. Holland & K. K. Turekian (Eds.) Treatise on Geochemistry, Vol 3. Oxford: Elsevier-Pergamon.

  • Sweet, C. W., & Vermette, S. J. (1993). Sources of trace elements in urban air in Illinois. Environmental Science & Technology, 27, 2502–2510.

    Article  CAS  Google Scholar 

  • Swietlicki, E., Puri, S., Hansson, H., & Edner, H. (1996). Urban air pollution appointment using a combination of aerosol and gas monitoring techniques. Atmospheric Environment, 30, 2795–2809.

    Article  CAS  Google Scholar 

  • UNFPA—United Nations Population Fund (2001). The state of world population. Retrieved from: http://www.unfpa.org/swp/2001/english/contents.html

  • Van der Zee, S. C., Hoek, G., Harssema, H., & Brunekreef, B. (1998). Characterization of particulate air pollution in urban and non-urban areas in the Netherlands. Atmospheric Environment, 32, 3717–3729.

    Article  Google Scholar 

  • Wongphatarakul, V., Friedlander, S. K., & Pinto, J. P. (1998). A comparative study of PM2.5 ambient aerosol chemical databases. Environmental Science &Technology, 32, 3926–3934.

    Article  CAS  Google Scholar 

  • WHO—World Health Organisation (2000). Air quality guidelines for Europe, 2nd edition. WHO Regional Publications, European Series, 91. Retrieved from: http://www.euro.who.int/document/e71922.pdf

  • WHO—World Health Organisation (2005). WHO Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide. Retrieved from: http://whqlibdoc.who.int/hq/2006/WHO_SDE_PHE_OEH_06.02_eng.pdf

  • Zereini, F., Alt, F., Messerschmidt, J., Wiseman, C., Feldmann, I., & von Bohlen, A., et al. (2005). Concentration and distribution of heavy metals in urban airborne particulate matter in Frankfurt am Main, Germany. Environmental Science & Technology, 39, 2983–2989.

    Article  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to F. Cozzi.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cozzi, F., Adami, G., Barbieri, P. et al. Is PM10 mass measurement a reliable index for air quality assessment? An environmental study in a geographical area of north-eastern Italy. Environ Monit Assess 144, 389–401 (2008). https://doi.org/10.1007/s10661-007-0002-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10661-007-0002-y

Keywords

Navigation