Five primary sources of organic aerosols in the urban atmosphere of Belgrade (Serbia)
Graphical abstract
Introduction
Primary sources emit water-soluble organic compounds directly into the atmosphere; the contributions of biomass burning and biological material are among the most relevant ones.
Biomass burning represents the largest source of primary fine carbonaceous matter, the second most important source of gases (Akagi et al., 2011, Calvo et al., 2013) and an important emitter of toxic compounds in the atmosphere (Lemieux et al., 2004, Naeher et al., 2007, Torres-Duque et al., 2008). In addition, biomass burning aerosols influence the climate by affecting the solar balance of the Earth (Hobbs et al., 1997, Carmichael et al., 2009), by influencing snow albedo (Stocker et al., 2013, Flanner et al., 2007, Ramanathan and Carmichael, 2008), and by acting as cloud condensation nuclei (Novakov and Corrigan, 1996, Vestin et al., 2007).
Biomass burning includes both natural and anthropogenic (Akagi et al., 2011, Calvo et al., 2013) sources: open fires in forests, savannas, deforestation, shifting cultivation, and burning of agricultural waste. Although volcanic activities and lightning may cause the ignition of forest fires, humans are generally the starting source of ignition, whether deliberately or accidentally (Taylor, 2010). Moreover, biomass represents an energy source exploited by humans for domestic heating and cooking.
In the atmosphere, sources of primary biological aerosol particles (PBAPs) include biological materials such as microorganisms, fungal spores, bacteria, viruses, pollen, dispersal units, fragments of plants, cells and animals, and excretions from biological organisms (Despres et al., 2012). PBAPs are ubiquitous and are emitted directly into the atmosphere. Bioaerosol can contribute 20–30% of the total atmospheric particulate matter (> 0.2 μm) (Chen et al., 2013) and, in the Amazonian region, it can represent 85% of the mass of coarse particles (Poeschl et al., 2010).
PBAPs influence the climatic system by acting as cloud condensation nuclei and as ice nuclei. There are also indications of their importance in the cloud water cycle (Manninen et al., 2014) (and references therein). Bioaersols are aerodynamically buoyant and can be transported over long distances (Despres et al., 2012), thereby contributing to the diffusion of trace elements and pathogens far from their original location (Yang et al., 2012) (and references therein).
PBAPs also affect humans, animals and vegetation. Pollen and fungal spores are responsible for allergies in humans (Manninen et al., 2014), especially in the spring. The composition and abundance of PBAPs in the atmosphere are related to season, meteorological conditions (temperature and humidity are the most important factors), geographical location and human activities (Manninen et al., 2014, Yang et al., 2012) (and references therein).
In the present work, we determined the atmospheric concentration of organic tracers that are specific of biomass burning: phenolic compounds (syringic acid (SyA), isovanillic acid, homovanillic acid (HA), p-coumaric acid (PA), coniferyl aldehyde (CAH), vanillic acid (VA), vanillin (VAN), syringaldehyde (SyAH) and ferulic acid (FA)) (Simoneit, 2002) and anhydrosugars (levoglucosan, mannosan and galactosan). We also determined other compounds related to PBAPs as sugars (arabinose, mannose, xylose, galactose, glucose, fructose and sucrose), alcohol sugars (xylitol, arabitol, ribitol, sorbitol and galactitol, mannitol, glycerol, erythritol, maltitol) (Medeiros et al., 2006, Simoneit et al., 2004) and D- and L-AAs (L-Ala, L-Asp, L-Asn, L-Arg, L-Glu, L-Phe, L-Pro, L-Tyr, L-Thr, L-Hys, L-Lys, L-Leu/Ile, L-Orn, L-Ser, L-Gln, L-Val, Gly, D-Ala, D-Asp, D-Phe, D-Ser, and D-Thr) (Ge et al., 2011). Although biomass combustion often produces compounds such as sugars and alcoholsugars, these are also related to PBPAs (Jia et al., 2010b) (and references therein).
Phenolic compounds (PCs) are produced during biomass burning processes based on lignin combustion (Simoneit, 2002). Lignin is a biopolymer that is composed of three different aromatic alcohols: p-coumaryl, coniferyl and sinapyl alcohols. Their proportions differ among the major plant classes. The degradation products from the oxidation or burning of lignin are classified as coumaryl, vanillyl and syringyl moieties (Simoneit, 2002). In atmospheric aerosols, PCs may indicate the types of burned plants. Softwoods (gymnosperms) (Oros and Simoneit, 2001a) contain high proportions of coniferyl alcohol and minor proportions of sinapyl alcohol, and wood combustion produces primarily vanillyl moieties. The dominant PCs produced are vanillin, homovanillic acid, vanillic acid, and homovanillyl alcohol. Hardwood (angiosperm) lignin (Oros and Simoneit, 2001b) is enriched in sinapyl alcohol precursors, the combustion of these plants principally produces syringyl and vanillyl moieties. In deciduous tree smoke, the main methoxy phenols produced include homovanillyl alcohol, vanillic acid, vanillin, and syringic acid. In grasses (gramineae) (Oros et al., 2006), p-coumaryl alcohol is the prevalent lignin unit. Other significant products from burning grasses are acetosyringone, syringic acid, vanillin and vanillic acid.
Sugars can derive from numerous sources. Cellulosic material combustion produces anhydrosugars, which are specific markers of biomass burning (Simoneit, 2002) in the atmosphere. The combustion of hemicellulose generates high quantities of levoglucosan (from cellulose) and lower amounts of mannosan and galactosan.
Primary saccharides are produced from microorganisms, plants, animals, lichens, and bacteria (Dahlman et al., 2003, Simoneit et al., 2004, Yttri et al., 2007), while alcohol sugars come from fungal spores, bacteria, and lower plants (Bauer et al., 2008, Medeiros et al., 2006). Biomass burning is a source of saccharides (Di Filippo et al., 2013, Medeiros and Simoneit, 2008, Pio et al., 2008) due to the breakdown of polysaccharides and to the hydrolysis of anhydrosugars (Pio et al., 2008). It was also proposed as potential origin of fungal spores in urban areas. Sugars from soils and associated biota can be emitted in the atmosphere through re-suspension, erosion and agricultural activities (Jia et al., 2010a, Medeiros and Simoneit, 2007, Simoneit et al., 2004). Glucose, fructose and sucrose may derive from plant pollen and developing leaves (Fu et al., 2012, Graham et al., 2003, Pashynska et al., 2002). Arabitol and mannitol are described as molecular markers for fungal spores (Bauer et al., 2008, Burshtein et al., 2011, Di Filippo et al., 2013, Elbert et al., 2007) reflecting the contribution of microbially degraded material during the leaf senescence period and the fungal reproduction season (Medeiros et al., 2006, Pashynska et al., 2002). Their concentrations can be enhanced by biomass burning (Di Filippo et al., 2013).
AAs are an important class of compounds originating from biological, terrestrial and marine organisms (Ge et al., 2011). In general, L-AAs are associated to animals, terrestrial plants and phytoplankton (Cowie and Hedges, 1992), and are used as primary production molecular markers. Gly is one of the most stable AAs (McGregor and Anastasio, 2001). In the atmosphere, Gly suggests a more aged aerosol (Samy et al., 2013) correlated to long-range transport (Barbaro et al., 2011, Samy et al., 2013). D-AAs are used as markers of bacterial material both in terrestrial and marine environments (bacterioplankton) (Friedman, 2010, Kaiser and Benner, 2008, McCarthy et al., 1998). Enantiomeric D/L ratios are used as indicators of bacterial origin. Indeed, peptidoglycan in microbial cellular walls contains a high proportion of D-Ala, D-Asp, D-Glu and D-Ser (Dittmar et al., 2001, McCarthy et al., 1998). Due to their low volatility, AAs have been observed in condensed phases such as particulate matter (Barbaro et al., 2011, Barbaro et al., 2015, Di Filippo et al., 2014, Matsumoto and Uematsu, 2005, Scalabrin et al., 2012), dew (Scheller, 2001), rain (Mace et al., 2003b, Mace et al., 2003c), fog (Zhang and Anastasio, 2003), microlayer (Kuznetsova et al., 2004, Matrai et al., 2008), lakes (Barbaro et al., 2014) and marine waters (Kuznetsova et al., 2004, Matrai et al., 2008, Sommerville and Preston, 2001).
In this study we developed two new analytical methods to determine anhydrosugars and PCs using HPLC-orbitrap MS. The aim of this work was to better understand how primary sources, such as biomass burning and PBAPs, affect the chemical composition of particulate matter during the seasonal transition from late summer to early winter in an urban environment. We performed this task by determining organic biomarkers. Moreover, we performed a source apportionment in order to assess the contribution of the studied primary sources and to highlight possible differences in the origins of the contributors to the particulate matter. We performed this study in Belgrade, an urban site where information on water-soluble organic compounds are scarce despite the importance of a source such as biomass burning (Glavonjic, 2011, Glavonjic and Oblak, 2012).
Section snippets
Aerosol sampling
Because the aim of this work was to study biomass burning, PBAPs sources and their changes during the transition between last summer and winter, aerosols samples were collected between September and December 2008 in the urban area of Belgrade, Serbia (44°49′14″N, 20°27′44″E) in order to cover the seasonal change. The sampling was performed over a 24 h period, every 6 days, from 1 September to 30 November. From 1 to 12 December, the sampling was performed every 12 h. In order to compare December
Phenolic compounds
A limited number of papers report PC concentrations in the atmosphere, usually in urban environments and during smoke events. Mean concentrations for SyAH, SyA, VA and VAN were 4.4, 1.8, 1.3 and 1.3 ng m− 3 respectively. These results are similar to those reported in the literature (Table 1 and references therein). During the sampling period, the major compounds determined were VA (11%), VAN (11%), SyA (16%), SyAH (38%) and CAH (10%). PA, FA, HA and IVA accounted for 14%. PA (2%) was observed only
Discussion
The temporal trends studied in Belgrade's atmosphere (Table S4) are characterized as follows: higher concentrations are registered for the samples of 7, 13, 25 October, 12 November and 3 December for anhydrosugars (Figs. 1 and S3), mono- and disaccharides, (Fig. S4), alcohol sugars (Figs. 1, S5 and S6) and AAs (Figs. 1, S7_S13) in comparison to the levels registered in September, and to the other samples collected in November and December.
Relevant concentrations of PCs were observed in October,
Conclusions
In this work we applied two new methods. A HPAEC-(−)-APCI-OrbitrapMS for the determination of levoglucosan, mannosan and galactosan and a HPLC-(−)-ESI-OrbitrapMS for PCs in particulate matter. We also applied two additional, previously validated methods for the determination of sugars, alcohol sugars and D and L-AAs using these compounds as tracers of primary sources in Belgrade aerosols collected from September to December 2008 during the seasonal transition.
This study contributes to improving
Acknowledgments
These results were obtained within the SIMCA project (INTERREG/CARDS-PHARE Adriatic New Neighborhood Program) grant no. 06SER02/01/04. The present work was supported by the National Research Council of Italy (CNR) and by the ERC advanced grant no 267696, contribution n° 18. The authors gratefully acknowledge the help of ELGA LabWater in providing the Chorus system, which produced the ultra-pure water used in these experiments.
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2022, Atmospheric EnvironmentCitation Excerpt :It is likely that the natural source referred in factor 2 are fresh sources, since the contribution of Gly is very low in this factor (16.9%) compared to that of factor 3 (73.0%). We can thus infer that numerous reactive AAs (e.g., Pro, Ser and Thr), which account for larger proportion in natural sources (including plants, pollens and phytoplankton) are not destroyed by photochemical reactions in these “fresh” aerosols (Abe et al., 2016; Mashayekhy Rad et al., 2019; Zangrando et al., 2016; Zhu et al., 2020b). Thus, the much higher contribution of the mixture of natural and biomass burning sources to the aerosol total FAAs than free Gly was observed in this study.