Skip to main content
Log in

Aerosol and ozone observations during six cruise campaigns across the Mediterranean basin: temporal, spatial, and seasonal variability

  • Heavy Metals in the Environment : Sources, Interactions and Human Health
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

The Mediterranean basin, because of its semi-enclosed configuration, is one of the areas heavily affected by air pollutants. Despite implications on both human health and radiative budget involving an increasing interest, monitoring databases measuring air pollution directly over this area are yet relatively limited. Owing to this context, concentrations of fine (PM2.5) and coarse (PM2.5–10) particles along with other ancillary data, such as ozone levels and meteorological parameters, were measured during six cruise campaigns covering almost the whole Mediterranean basin. Elemental composition of both PM2.5 and PM2.5–10 was also determined to identify specific tracers for different classes of particles that can be found in the Mediterranean atmosphere. Outcomes resulting from the integration of a preliminary qualitative examination with a more quantitative analysis, based on receptor modelling, suggested that European continental influence, Saharan dust outbreaks, wildfire events, sea spray and fossil fuel combustion were the leading causes of the aerosol-ozone variations within the Mediterranean basin. Shipping emissions, consisting in both local harbours and maritime traffic across the basin, were also tested using the marker ratio of V/Ni. Peak values observed for coarse fraction have shown to be driven by the occurrence of African dust events. Considering the major influence of Continental pollution and wildfire events, the spatial variability resulted in larger fine particle concentrations and higher ozone levels over the Eastern Mediterranean side in comparison to the Western one.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Air Resources Laboratory (2010) Hybrid Single Particle Lagrangian Integrated Trajectory Model. http://www.arl.noaa.gov/ready/hysplit4.html. Accessed 1 January 2012

  • Andersen ZJ, Wåhlin P, Raaschou-Nielsen O, Scheike T, Loft S (2007) Ambient particle source apportionment and daily hospital admissions among children and elderly in Copenhagen. J Expo Anal Env Epid 17:625–636

    Article  CAS  Google Scholar 

  • Becagli S, Sferlazzo DM, Pace G, di Sarra A, Bommarito C, Calzolai G, Ghedini C, Lucarelli F, Meloni D, Monteleone F, Severi M, Traversi R, Udisti R (2001) Evidence for ships emissions in the Central Mediterranean Sea from aerosol chemical analyses at the island of Lampedusa. Atmos Chem Phys 12:3479–3492

    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

    Google Scholar 

  • Bencardino M, Sprovieri F, Cofone F, Pirrone N (2011) Variability of Atmospheric Aerosol and Ozone Concentrations at Marine, Urban, and High-Altitude Monitoring Stations in Southern Italy during the 2007 Summer Saharan Dust Outbreaks and Wildfire Episodes. J Air Waste Ma 61:952–967

    Article  CAS  Google Scholar 

  • Bolle HJ (2003) Climate, climate variability, and impacts in the Mediterranean area: an overview. In: Bolle HJ (ed) Mediterranean climate: variability and trends. Springer, Berlin, pp 5–86

    Chapter  Google Scholar 

  • Christensen JH (1997) The Danish Eulerian hemispheric model—a three-dimensional air pollution model used for the Arctic. Atmos Environ 31:4169–4191

    Article  CAS  Google Scholar 

  • Covelli S, Faganeli J, Horvat M, Brambati A (1999) Porewater distribution and benthic flux measurements of mercury and methylmercury in the Gulf of Trieste (Northern Adriatic Sea). Estuar Coast Shelf S 48:415–428

    Article  CAS  Google Scholar 

  • Covelli S, Faganeli J, Horvat M, Brambati A (2001) Mercury contamination of coastal sediments as the result of long-term cinnabar mining activity (Gulf of Trieste, northern Adriatic sea). Appl Geochem 16:541–558

    Article  CAS  Google Scholar 

  • Cusack M, Pérez N, Pey J, Alastuey A, Querol X (2013) Source apportionment of fine PM and sub-micron particle number concentrations at a regional background site in the western Mediterranean: a 2.5 year study. Atmos Chem Phys 13:5173–5187

    Article  CAS  Google Scholar 

  • Draxler RR, Rolph GD (2003) HYSPLIT (HYbrid SingleParticle Lagrangian Integrated Trajectory) Model. Access via NOAA ARL READY. NOAA Air Resources Laboratory, Silver Spring

    Google Scholar 

  • EC (2004) Directive 2004/107/EC of the European Parliament and of the Council of 15 December 2004 relating to arsenic, cadmium, mercury, nickel and polycyclic aromatic hydrocarbons in ambient air. EC Off J L 23 of 26.01.2005

  • EC (2008) Directive 2008/50/CE of the European Parliament and of the Council of 21 May 2008 on Ambient Air Quality and Cleaner Air for Europe. Official Journal of the European Communities L152/1, 11 June 2008

  • EEA (2007) Technical report No 5/2008 Air pollution by ozone across Europe during summer 2007. Overview of exceedances of EC ozone threshold values for April–September 2007 ISSN 1725-2237 Luxembourg: Office for Official Publications of the European Communities, 2008

  • Faganeli J, Horvat M, Covelli S, Fajon V, Logar M, Lipej L, Cermelj B (2003) Mercury and methylmercury in the Gulf of Trieste (northern Adriatic Sea). Sci Total Environ 304:315–326. doi:10.1016/S0048-9697(02)00578-8

    Article  CAS  Google Scholar 

  • Fantozzi L, Manca G, Ammoscato I, Pirrone N, Sprovieri F (2013) The cycling and sea-air exchange of mercury in the waters of the Eastern Mediterranean during the 2010 MED-OCEANOR cruise campaign. Sci Total Environ 448:151–162

    Article  CAS  Google Scholar 

  • Federico S, Dalu GA, Bellecci C, Colacino M (2000) Meso-scale energetics and flows induced by the sea-land and mountain-valley contrast. Ann Geophys 18:235–246

    Article  Google Scholar 

  • Gerasopoulos E, Kouvarakis G, Vrekoussis M, Kanakidou M, Mihalopoulos N (2005) Ozone variability in the marine boundary layer of the eastern Mediterranean based on 7-year observations. J Geophys Res 110:D15309. doi:10.1029/2005JD005991

  • Healy R, O’Connor I, Hellebust S, Allanic A, Sodeaou J, Wenger J (2009) Characterisation of single particles from in port emissions. Atmos Environ 43:6408–6414

    Article  CAS  Google Scholar 

  • Hopke PK (2003) Recent developments in receptor modelling. J Chemometr 17:255–265

    Article  CAS  Google Scholar 

  • Huggins FE, Shah N, Huffman GP, Robertson JD (2000) Fuel Process Technol 66:203–208

    Article  Google Scholar 

  • IMO (2008) International shipping and world trade: facts and figures, pp 1–29

  • Kallos G, Astitha M, Katsafados P, Spyrou C (2007) Long-range transport of anthropogenically and naturally produced particulate matter in the Mediterranean and north Atlantic: current State of Knowledge. J Appl Meteorol 46(8):1230–1251. doi:10.1175/JAM2530.1

    Article  Google Scholar 

  • Kljakovic-Gaspic Z, Odzak N, Ujevic I, Zvonaric T, Horvat M, Baric A (2006) Biomonitoring of mercury in polluted coastal area using transplanted mussels. Sci Total Environ 368:199–209. doi:10.1016/j.scitotenv.2005.09.080

    Article  CAS  Google Scholar 

  • Kotnik J, Horvat M, Tessier E, Ogrinc N, Monperrus M, Amouroux D, Fajon V, Gibicar D, Zizek S, Sprovieri F, Pirrone N (2007) Mercury speciation in surface and deep waters of the Mediterranean Sea. Mar Chem 107:13–30

    Article  CAS  Google Scholar 

  • Kouvarakis G, Tsigaridis K, Kanakidou M, Mihalopous N (2000) Temporal variations of surface regional background ozone over Crete Island in the southeast Mediterranean. J Geophys Res 105:4399–4407

    Article  CAS  Google Scholar 

  • Kovats RS, Jendritzky G, Menne B, Ebi K (2006) Heatwaves and Human Health. In: Menne B, Ebi KL (eds) In Climate Change and Adaptation Strategies for Human Health. Steinkopff-Verlag, Darmstadt, Germany, pp 63–97

  • Lelieveld J, Dentener FJ (2000) What controls tropospheric ozone? J Geophys Res 105:3531–3551

    Article  CAS  Google Scholar 

  • Lelieveld J, Berresheim H, Borrmann S, Crutzen PJ, Dentener FJ, Fischer H, Feichter J, Flatau PJ, Heland J, Holzinger R, Korrmann R, Lawrence MG, Levin Z, Markowicz KM, Mihalopoulos N, Minikin A, Ramanathan V, de Reus M, Roelofs GJ, Scheeren HA, Sciare J, Schlager H, Schultz M, Siegmund P, Steil B, Stephanou EG, Stier P, Traub M, Warneke C, Williams J, Ziereis H (2002) Global air pollution crossroads over the Mediterranean. Science 298:794–799. doi:10.1126/science.1075457

    Article  CAS  Google Scholar 

  • Marmer E, Lanmann B (2005) Impact of ship emissions on Mediterranean summertime pollution and climate: a regional model study. Atmos Environ 39:4659–4669

    Article  CAS  Google Scholar 

  • Millan M, Sanz J, Salvador R, Mantilla E (2006) Atmospheric dynamics and ozone cycles related to nitrogen deposition in the western Mediterranean. Environ Pollut 118:167–186

    Article  Google Scholar 

  • Pace G, Meloni D, di Sarra A (2005) Forest fire aerosol over the Mediterranenan basin during summer 2003. J Geophys Res 110:D21202. doi:10.1029/2005JD005986

  • Pace G, di Sarra A, Meloni D, Piacentino S, Chamard P (2006) Aerosol optical properties at Lampedusa (Central Mediterranean). Influence of transport and identification of different aerosol types. Atmos Chem Phys 6:697–713

    Article  CAS  Google Scholar 

  • Pandolfi M, Gonzalez-Castanedo Y, Alastuey A, de la Rosa J, Mantilla E, Sanchez de la Campa A, Querol X, Pey J, Amato F, Moreno T (2011) Source apportionment of PM10 and PM2.5 at multiple sites in the strait of Gibraltar by PMF: impact of shipping emissions. Environ Sci Pollut R 18(2):260–269

    Article  CAS  Google Scholar 

  • Perrone MR, Becagli S, Garcia Orza JA, Vecchi R, Dinoi A, Udisti R, Cabello M (2013) The impact of long-range-transport on PM1 and PM2.5 at a Central Mediterranean site. Atmos Environ 71:176–186

    Article  CAS  Google Scholar 

  • Pey J, Alastuey A, Querol X, Rodriguez S (2010) Monitoring of sources and atmospheric processes controlling air quality in an urban Mediterranean environment. Atmos Environ 44:4879–4890

    Article  CAS  Google Scholar 

  • Pirrone N, Ferrara R, Hedgecock IM, Kallos G, Mamane Y, Munthe J, Pacyna JM, Pytharoulis I, Sprovieri F, Voudouri A, Wangberg I (2003) Dynamic processes of atmospheric mercury over the Mediterranean region. Atmos Environ 37–1:21–39

    Article  Google Scholar 

  • Querol X, Peya J, Pandolfi M, Alastuey A, Cusack M, Pérez N, Moreno T, Viana M, Mihalopoulos N, Kallos G, Kleanthous S (2009) African dust contributions to mean ambient PM10 mass-levels across the Mediterranean Basin. Atmos Environ 43:4266–4277

    Article  CAS  Google Scholar 

  • Rodríguez S (2002) Sources and processes affecting levels and composition of atmospheric particulate matter in the Western Mediterranean. Ph.D. thesis, Universitat Politècnica de Catalunya

  • Sprovieri F, Pirrone N, Ebinghaus R, Kock H, Dommergue A (2010a) A review of worldwide atmospheric mercury measurements. Atmos Chem Phys 10:8245–8265

    Article  CAS  Google Scholar 

  • Sprovieri F, Hedgecock IM, Pirrone N (2010b) An investigation of the origins of reactive gaseous mercury in the Mediterranean marine boundary layer. Atmos Chem Phys 10:3985–3997

    Article  CAS  Google Scholar 

  • Trigo IF, Grant RB, Davies TD (2002) Climatology of cyclo-genesis mechanisms in the Mediterranean. Mon Weather Rev 130:549–569

    Article  Google Scholar 

  • Vedal S, Dutton SJ (2006) Wildfire air pollution and daily mortality in a large urban area. Environ Res 102:29–35

    Article  CAS  Google Scholar 

  • Velchev K, Cavalli F, Hjorth J, Marmer E, Vignati E, Dentener F, Raes F (2010) Ozone over the Western Mediterranean Sea—results from two years of shipborne measurements. Atmos Chem Phys 10:6129–6165

    Article  Google Scholar 

  • Viana M, Amato F, Alastuey A, Querol X, Moreno T, Dos Santos SG, Herce MD, Fernàndez-Patier R (2009) Emissions from commercial shipping. EnviroSciTechnol 43:7472–7477

    CAS  Google Scholar 

  • Viana MM, Querol X, Alastuey A, Ibarguchi JI, Menendez M (2006) Identification of PM sources by principal component analysis (PCA) coupled with meteorological data. Chemosphere 65(12):2411–2418

    Google Scholar 

  • Watson JG, Zhu T, Chow JC, Engelbrecht J, Fujita EM, Wilson WE (2002) Receptor modeling application framework for particle source apportionment. Chemosphere 49–9:1093–1136

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mariantonia M. Bencardino.

Additional information

Responsible editor: Gerhard Lammel

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bencardino, M.M., Pirrone, N.N. & Sprovieri, F.F. Aerosol and ozone observations during six cruise campaigns across the Mediterranean basin: temporal, spatial, and seasonal variability. Environ Sci Pollut Res 21, 4044–4062 (2014). https://doi.org/10.1007/s11356-013-2196-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-013-2196-6

Keywords

Navigation