Source apportionment of size and time resolved trace elements and organic aerosols from an urban courtyard site in Switzerland

Abstract. Time and size resolved data of trace elements were obtained from measurements with a rotating drum impactor (RDI) and subsequent X-ray fluorescence spectrometry. Trace elements can act as indicators for the identification of sources of particulate matter 10 ) in ambient air. Receptor modeling was performed with positive matrix factorization (PMF) for trace element data from an urban background site in Zurich, Switzerland. Eight different sources were identified for the three examined size ranges (PM 1−0.1 , PM 2.5−1 and PM 10−2.5 ): secondary sulfate, wood combustion, fire works, road traffic, mineral dust, de-icing salt, industrial and local anthropogenic activities. The major component was secondary sulfate for the smallest size range; the road traffic factor was found in all three size ranges. This trace element analysis is complemented with data from an Aerodyne high-resolution time-of-flight aerosol mass spectrometer (AMS), assessing the PM 1 fraction of organic aerosols. A separate PMF analysis revealed three factors related to three of the sources found with the RDI: oxygenated organic aerosol (OOA, related to inorganic secondary sulfate), hydrocarbon-like organic aerosol (HOA, related to road traffic) and biomass burning organic aerosol (BBOA), explaining 60 %, 22 % and 17 % of total measured organics, respectively. Since different compounds are used for the source classification, a higher percentage of the ambient PM 10 mass concentration can be apportioned to sources by the combination of both methods.

[1]  A.J.H. Visschedijk,et al.  General overview: European Integrated project on Aerosol Cloud Climate and Air Quality interactions (EUCAARI) - integrating aerosol research from nano to global scales , 2011 .

[2]  P. DeCarlo,et al.  Spatial variation of chemical composition and sources of submicron aerosol in Zurich during wintertime using mobile aerosol mass spectrometer data , 2011 .

[3]  P. DeCarlo,et al.  Spatial variation of chemical composition and sources of submicron aerosol in Zurich: factor analysis of mobile aerosol mass spectrometer data , 2011 .

[4]  N. Kuenzli,et al.  Effect of fireworks events on urban background trace metal aerosol concentrations: is the cocktail worth the show? , 2010, Journal of hazardous materials.

[5]  M. Minguillón,et al.  Quantitative sampling and analysis of trace elements in atmospheric aerosols: impactor characterization and Synchrotron-XRF mass calibration. , 2010 .

[6]  R. Harrison,et al.  Particulate oxidative burden associated with firework activity. , 2010, Environmental science & technology.

[7]  J M Baldasano,et al.  A comprehensive assessment of PM emissions from paved roads: real-world Emission Factors and intense street cleaning trials. , 2010, The Science of the total environment.

[8]  R. Gehrig,et al.  PM10 emission factors for non-exhaust particles generated by road traffic in an urban street canyon and along a freeway in Switzerland , 2010 .

[9]  U. Fittschen,et al.  Picoliter droplet deposition using a prototype picoliter pipette: control parameters and application in micro X-ray fluorescence. , 2010, Analytical chemistry.

[10]  D. R. Worsnop,et al.  Evolution of Organic Aerosols in the Atmosphere , 2009, Science.

[11]  P. DeCarlo,et al.  Characterization of aerosol chemical composition with aerosol mass spectrometry in Central Europe: An overview , 2009 .

[12]  Eliseo Monfort,et al.  Application of Optimally Scaled Target Factor Analysis for Assessing Source Contribution of Ambient PM10 , 2009, Journal of the Air & Waste Management Association.

[13]  Howard A. Padmore,et al.  The optics beamline at the Swiss Light Source , 2009 .

[14]  Gerald Falkenberg,et al.  Real-world emission factors for antimony and other brake wear related trace elements: size-segregated values for light and heavy duty vehicles. , 2009, Environmental science & technology.

[15]  James D. Lee,et al.  Contributions from transport, solid fuel burning and cooking to primary organic aerosols in two UK cities , 2009 .

[16]  P. Siskos,et al.  Assessment of source apportionment by Positive Matrix Factorization analysis on fine and coarse urban aerosol size fractions , 2009 .

[17]  Markus Furger,et al.  Deposition Uniformity and Particle Size Distribution of Ambient Aerosol Collected with a Rotating Drum Impactor , 2009 .

[18]  Michael Hannigan,et al.  Characterization of primary organic aerosol emissions from meat cooking, trash burning, and motor vehicles with high-resolution aerosol mass spectrometry and comparison with ambient and chamber observations. , 2009, Environmental science & technology.

[19]  M. Facchini,et al.  Introduction: European Integrated Project on Aerosol Cloud Climate and Air Quality interactions (EUCAARI) – integrating aerosol research from nano to global scales , 2009 .

[20]  P. Hopke,et al.  Source apportionment of particulate matter in Europe: A review of methods and results , 2008 .

[21]  Daniel Grolimund,et al.  X-ray fluorescence spectrometry for high throughput analysis of atmospheric aerosol samples: The benefits of synchrotron X-rays , 2008 .

[22]  J. Jimenez,et al.  Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data , 2008 .

[23]  Christoph Hueglin,et al.  Source attribution of submicron organic aerosols during wintertime inversions by advanced factor analysis of aerosol mass spectra. , 2008, Environmental science & technology.

[24]  Eliseo Monfort,et al.  Source origin of trace elements in PM from regional background, urban and industrial sites of Spain , 2007 .

[25]  M. Viana,et al.  PM speciation and sources in Mexico during the MILAGRO-2006 Campaign , 2007 .

[26]  Martin Mohr,et al.  Identification of the mass spectral signature of organic aerosols from wood burning emissions. , 2007, Environmental science & technology.

[27]  Qi Zhang,et al.  Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically‐influenced Northern Hemisphere midlatitudes , 2007 .

[28]  Christoph Hueglin,et al.  Source apportionment of submicron organic aerosols at an urban site by factor analytical modelling of aerosol mass spectra , 2007 .

[29]  C E Kolb,et al.  Guest Editor: Albert Viggiano CHEMICAL AND MICROPHYSICAL CHARACTERIZATION OF AMBIENT AEROSOLS WITH THE AERODYNE AEROSOL MASS SPECTROMETER , 2022 .

[30]  M. Minguillón,et al.  Recreational atmospheric pollution episodes: Inhalable metalliferous particles from firework displays , 2007 .

[31]  Prakash V. Bhave,et al.  Receptor Modeling of Ambient Particulate Matter Data Using Positive Matrix Factorization: Review of Existing Methods , 2007, Journal of the Air & Waste Management Association.

[32]  M. Andreae,et al.  Mass spectrometric analysis and aerodynamic properties of various types of combustion-related aerosol particles , 2006 .

[33]  Katrin Fuhrer,et al.  Field-deployable, high-resolution, time-of-flight aerosol mass spectrometer. , 2006, Analytical chemistry.

[34]  G. Falkenberg,et al.  A new technique for the deposition of standard solutions in total reflection X-ray fluorescence spectrometry (TXRF) using pico-droplets generated by inkjet printers and its applicability for aerosol analysis with SR-TXRF ☆ , 2006 .

[35]  W. Maenhaut,et al.  Changes in elemental composition and mass of atmospheric aerosol pollution between 1996 and 2002 in a Central European city. , 2006, Environmental pollution.

[36]  J. M. Ondova,et al.  Baltimore Supersite : Highly time-and size-resolved concentrations of urban PM 2 . 5 and its constituents for resolution of sources and immune responses , 2006 .

[37]  P. Hopke,et al.  Baltimore Supersite: Highly time- and size-resolved concentrations of urban PM2.5 and its constituents for resolution of sources and immune responses , 2006 .

[38]  J. Jaffrezo,et al.  Size distribution of EC and OC in the aerosol of Alpine valleys during summer and winter , 2005 .

[39]  R. Gehrig,et al.  Trace metals in ambient air: Hourly size-segregated mass concentrations determined by synchrotron-XRF. , 2005, Environmental science & technology.

[40]  Jin-Seok Han,et al.  Source estimation of anthropogenic aerosols collected by a DRUM sampler during spring of 2002 at Gosan, Korea , 2005 .

[41]  Qi Zhang,et al.  Deconvolution and quantification of hydrocarbon-like and oxygenated organic aerosols based on aerosol mass spectrometry. , 2005, Environmental science & technology.

[42]  Martin Gysel,et al.  Chemical characterisation of PM2.5, PM10 and coarse particles at urban, near-city and rural sites in Switzerland , 2005 .

[43]  J. Jimenez,et al.  Characterization of urban and rural organic particulate in the Lower Fraser Valley using two Aerodyne Aerosol Mass Spectrometers , 2004 .

[44]  J. Jimenez,et al.  A generalised method for the extraction of chemically resolved mass spectra from aerodyne aerosol mass spectrometer data , 2004 .

[45]  Peter Wåhlin,et al.  A European aerosol phenomenology—1: physical characteristics of particulate matter at kerbside, urban, rural and background sites in Europe , 2004 .

[46]  M. Schnaiter,et al.  Absorption of light by soot particles: determination of the absorption coefficient by means of aethalometers , 2003 .

[47]  Philip K. Hopke,et al.  Discarding or downweighting high-noise variables in factor analytic models , 2003 .

[48]  D. Worsnop,et al.  Correction to Quantitative sampling using an Aerodyne aerosol mass spectrometer: 1. Techniques of d , 2003 .

[49]  Hugh Coe,et al.  Quantitative sampling using an Aerodyne aerosol mass spectrometer 1. Techniques of data interpretation and error analysis , 2003 .

[50]  R. Vecchi,et al.  Hourly elemental composition and sources identification of fine and coarse PM10 particulate matter in four Italian towns , 2003 .

[51]  Ernest Weingartner,et al.  A mobile pollutant measurement laboratory—measuring gas phase and aerosol ambient concentrations with high spatial and temporal resolution , 2002 .

[52]  G R Cass,et al.  Measurement of emissions from air pollution sources. 3. C1-C29 organic compounds from fireplace combustion of wood. , 2001, Environmental science & technology.

[53]  Barbara J. Turpin,et al.  Species Contributions to PM2.5 Mass Concentrations: Revisiting Common Assumptions for Estimating Organic Mass , 2001 .

[54]  Chang-Yu Wu,et al.  Combustion Aerosols: Factors Governing Their Size and Composition and Implications to Human Health , 2000, Journal of the Air & Waste Management Association.

[55]  P. Paatero The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including the n-Way Parallel Factor Analysis Model , 1999 .

[56]  Suilou Huang,et al.  Testing and optimizing two factor-analysis techniques on aerosol at Narragansett, Rhode Island , 1999 .

[57]  P. Paatero,et al.  Atmospheric aerosol over Alaska: 2. Elemental composition and sources , 1998 .

[58]  P. Paatero Least squares formulation of robust non-negative factor analysis , 1997 .

[59]  K. H. Wedepohl,et al.  The Composition of the Continental Crust , 1995 .

[60]  P. Paatero,et al.  Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values† , 1994 .

[61]  J. Nriagu,et al.  Quantitative assessment of worldwide contamination of air, water and soils by trace metals , 1988, Nature.

[62]  K. Rahn,et al.  Silicon and aluminum in atmospheric aerosols: Crust-air fractionation? , 1976 .