The size distribution data obtained during the summer and heating season campaigns are presented in Fig. 2a, b, respectively, while Fig. 2c shows the averaged seasonal results.
Analyzing Fig. 2 it can be seen that in summer season the two-modal mass-size distribution, typical for the urban areas, has appeared. In winter, however, the size-distribution curve has been changed significantly. First of all, the peak for the fine particles is much higher in winter than in summer, indicating the increase of the emission level of fine particles in winter, certainly due to the heating, based in Poland on the coal combustion. It should also be noted that the second peak of the size-distribution, obtained in summer for the coarse particles—disappeared in winter. Such result can be related with the decay of the resuspension of the roadside dust in winter because the settled particles are covered by snow.
Significantly elevation of the concentration level of airborne particles in winter can also be seen from Table 1. Besides, Table 1 shows the increasing contribution of fine particles in PM10 in winter compared to summer. The ratio of PM1/PM10 was equal to 52 and 71% in June and in December, respectively. It should also be noted that the concentration levels of PM10 and PM2.5 in Zabrze reaching in June (summer season) about 20 and 14 μg/m3, respectively, are similar to the data obtained in other urban areas in Europe but the December PM10 and PM2.5 levels (57 and 51 μg/m3) are distinctly higher compared to another sites. For example, in Melpitz, located in the east of the German lowlands, from 1999 until 2008 the PM10 mass concentration shows an inter-annual spread between 17 and 24 μg/m3 in summer, and 21 and 34 μg/m3 in winter (Spindler et al. 2010). Besides, the average contribution of PM2.5 in PM10 in Melpitz was 72% in summer and 82% in winter (Spindler et al. 2010) i.e. significantly higher compared to Zabrze. In Palermo, Italy, the mean concentration of PM10 was between 33 and 41 μg/m3 in summer and 34–46 μg/m3 in winter while PM2.5 mean levels ranged from 24 to 32 μg/m3 in summer and from 23 to 34 μg/m3 in winter (Dongarra et al. 2010).
Table 1 Mean levels of PM1, PM2.5, PM10 in June (summer season) and in December (winter season) in Zabrze, Upper Silesia, Poland
The relative content of the elements determined from XPS analysis is presented in Table 2.
Table 2 Relative concentration of elements detected in the surface layer of PM1, PM2.5 and PM10 in June (summer season) and in December (winter season) in Zabrze, Upper Silesia, Poland
It can be seen that the particulate surface was clearly dominated by carbon and oxygen. The average distributions of the detected elements were ranked as follows: carbon represented about 78%–80% (atomic mass) of all detected elements, oxygen: 13%–16%, silicon and aluminum: 2%–4%, nitrogen and sulfur: 0.4%–1.1%, calcium and chloride: 0.1%–0.4%.
It should be noted that the surface layer of PM10, PM2.5 and PM1 sampled in December contains slightly more carbon, nitrogen and chlorine than the airborne particles collected in June which might be explained by the intensive coal combustion in both, industrial heating plants and in the individual home stoves in winter. It has been previously documented that this process is related with the high emission of carbon, mainly soot, as well as significant emission of N and Cl elevating the relative concentration of these elements in the surface layer of airborne particles (Rogula-Kozłowska et al. 2008). Previous chemical and morphological analysis of the atmospheric aerosol in Upper Silesia region showed that aerosol particles there, originated from both natural environment and anthropogenic activity (Wawroś et al. 2003). Certainly, the contribution of the second group of the emission sources (anthropogenic sources) distinctly increases in winter elevating the relative concentration of these, mentioned above, elements as well as some others, for example aluminum. It is known that fly ash, produced during coal combustion, is composed of metal oxides such as aluminium oxides and iron oxides (Grassian 2009). On the other hand, the relative concentration of elements of probably crustal origin like silicon and calcium significantly decreases during the heating season.
Summarising the obtained results it can be stated that in the studied area the winter atmospheric aerosol seems to be more dangerous than the summer aerosol because of both: higher concentration level of PM and higher contribution of fine particles in winter season compared to summer. The slightly higher content of carbon in the surface layer of airborne particles in winter than in summer can also magnify the toxicity of these winter particles.