Preprints
https://doi.org/10.5194/egusphere-2026-2112
https://doi.org/10.5194/egusphere-2026-2112
20 May 2026
 | 20 May 2026
Status: this preprint is open for discussion and under review for Atmospheric Chemistry and Physics (ACP).

Chemical characterization and source apportionment of PM₁₀ in Belgrade, Serbia: influence of local and regional anthropogenic and natural sources

Bojana Petrović, Andres Alastuey, Karl E. Yttri, Marco Pandolfi, Maja Jovanović, Bojan Radović, Renata Kovačević, Danka B. Stojanović, Miloš Davidović, Stephen M. Platt, Alena Bartonova, and Milena Jovasević-Stojanović

Abstract. Substantial efforts and improvements in air quality across Europe lowered levels of air pollutants including particulate matter (PM) in the last decades. However, significant proportion of the European population still lives in areas exceeding WHO recommendations, especially in Northern Italy, Balkans and Eastern Europe, including Serbia. Targeted PM mitigation strategies require extensive air quality monitoring and modelling including source apportionment (SA) studies. In the past, numerous SA studies were conducted for Belgrade city, capital of Serbia. Nevertheless, comparisons across the results are difficult, as they encompass different datasets of pollutants contained in PM fractions such as elements and/or ions and/or PAHs. Here, the aim is to offer a broader insight on PM10 sources at an urban background site in Belgrade by including 34 species as input variables for SA (carbonous aerosols, elements, ions and specific organic tracers). For SA, the USEPA PMF 5.0 software was applied. The factor that dominated PM10 mass was biomass burning (21%), primarily during heating season, followed by ammonium sulphate (18%) and mineral dust (17%). A mixed traffic and industrial activity accounted for 15% of PM10 mass while contribution of factors from biological origin, primary biological aerosol particles and biogenic secondary organic aerosols from isoprene, was 10% each. Mixed factor of long-range transport and road salt/local combustion contributed to the PM10 mass 9%. This analysis provides more detailed perspective on the composition and sources of PM10 in Belgrade, both from anthropogenic and natural, including biological origin. These findings are valuable for defining targeted PM10 mitigation strategies.

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Bojana Petrović, Andres Alastuey, Karl E. Yttri, Marco Pandolfi, Maja Jovanović, Bojan Radović, Renata Kovačević, Danka B. Stojanović, Miloš Davidović, Stephen M. Platt, Alena Bartonova, and Milena Jovasević-Stojanović

Status: open (until 01 Jul 2026)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
Bojana Petrović, Andres Alastuey, Karl E. Yttri, Marco Pandolfi, Maja Jovanović, Bojan Radović, Renata Kovačević, Danka B. Stojanović, Miloš Davidović, Stephen M. Platt, Alena Bartonova, and Milena Jovasević-Stojanović

Data sets

OC/EC at Beograd Ada Marina Milena Jovasević-Stojanović et al. https://doi.org/10.48597/J32C-ZYJW

Inorganics in air and particle phase at Beograd Ada Marina Milena Jovasević-Stojanović et al. https://doi.org/10.48597/5JNE-638V

Heavy metals and inorganics in air and particle phase at Beograd Ada Marina Milena Jovasević-Stojanović et al. https://doi.org/10.48597/8TQV-HXDA

Organic tracers at Beograd Ada Marina Karl E. Yttri https://doi.org/10.48597/AJ4A-EZ64

Bojana Petrović, Andres Alastuey, Karl E. Yttri, Marco Pandolfi, Maja Jovanović, Bojan Radović, Renata Kovačević, Danka B. Stojanović, Miloš Davidović, Stephen M. Platt, Alena Bartonova, and Milena Jovasević-Stojanović
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Latest update: 20 May 2026
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Short summary
Source apportionment based on daily levels of organic and elemental carbon, metals, ions, and organic tracers identified 7 factors, interpreted as anthropogenic and natural sources at both regional and local scales. Mitigation measures would reduce the biomass burning factor, which contributes 21% to airborne particulate matter annually, primarily during the heating season. Two biogenic factors account for 20%, the remaining 4 factors are influenced by both anthropogenic and natural sources.
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