Source apportionment of the carbonaceous aerosol in Norway – quantitative estimates based on 14 C, thermal-optical and organic tracer analysis

In the present study, source apportionment of the ambient summer and winter time particulate carbonaceous matter (PCM) in aerosol particles (PM(1) and PM(10)) has been conducted for the Norwegian urban and rural background environment. Statistical treatment of data from thermal-optical, (14)C and organic tracer analysis using Latin Hypercube Sampling has allowed for quantitative estimates of seven different sources contributing to the ambient carbonaceous aerosol. These are: elemental carbon from combustion of biomass (EC(bb)) and fossil fuel (EC(ff)), primary and secondary organic carbon arising from combustion of biomass (OC(bb)) and fossil fuel (OC(ff)), primary biological aerosol particles (OC(PBAP), which includes plant debris, OC(pbc), and fungal spores, OC(pbs)), and secondary organic aerosol from biogenic precursors (OC(BSOA)). Our results show that emissions from natural sources were particularly abundant in summer, and with a more pronounced influence at the rural compared to the urban background site. 80% of total carbon (TC(p), corrected for the positive artefact) in PM(10) and ca. 70% of TC(p) in PM(1) could be attributed to natural sources at the rural background site in summer. Natural sources account for about 50% of TC(p) in PM(10) at the urban background site as well. The natural source contribution was always dominated by OC(BSOA), regardless of season, site and size fraction. During winter anthropogenic sources totally dominated the carbonaceous aerosol (80-90 %). Combustion of biomass contributed slightly more than fossil-fuel sources in winter, whereas emissions from fossil-fuel sources were more abundant in summer. Mass closure calculations show that PCM made significant contributions to the mass concentration of the ambient PM regardless of size fraction, season, and site. A larger fraction of PM(1) (ca. 40-60 %) was accounted for by carbonaceous matter compared to PM(10) (ca. 40-50 %), but only by a small margin. In general, there were no pronounced differences in the relative contribution of carbonaceous matter to PM with respect to season or between the two sites.

[1]  Jennifer M. Logue,et al.  Laboratory investigation of photochemical oxidation of organic aerosol from wood fires 1: measurement and simulation of organic aerosol evolution , 2008 .

[2]  Sönke Szidat,et al.  Contributions of fossil fuel, biomass-burning, and biogenic emissions to carbonaceous aerosols in Zurich as traced by 14C , 2006 .

[3]  Francesca Dominici,et al.  Hospital admissions and chemical composition of fine particle air pollution. , 2009, American journal of respiratory and critical care medicine.

[4]  A. Robinson,et al.  Laboratory investigation of photochemical oxidation of organic aerosol from wood fires 2: analysis of aerosol mass spectrometer data , 2008 .

[5]  Allen L Robinson,et al.  Critical factors determining the variation in SOA yields from terpene ozonolysis: a combined experimental and computational study. , 2005, Faraday discussions.

[6]  L. A. Currie,et al.  The power of (super 14) C measurements combined with chemical characterization for tracing urban aerosol in Norway. , 1986 .

[7]  F. Achard,et al.  The effect of climate anomalies and human ignition factor on wildfires in Russian boreal forests , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[8]  P. DeCarlo,et al.  Investigations of primary and secondary particulate matter of different wood combustion appliances with a high-resolution time-of-flight aerosol mass spectrometer , 2011 .

[9]  P. DeCarlo,et al.  Impact of aftertreatment devices on primary emissions and secondary organic aerosol formation potential from in-use diesel vehicles: results from smog chamber experiments , 2010 .

[10]  P. Bhave,et al.  To what extent can biogenic SOA be controlled? , 2008, Environmental science & technology.

[11]  Allen L Robinson,et al.  Rethinking Organic Aerosols: Semivolatile Emissions and Photochemical Aging , 2007, Science.

[12]  D. Ceburnis,et al.  Elemental and organic carbon in PM 10 : a one year measurement campaign within the European Monitoring and Evaluation Programme , 2007 .

[13]  J. Seinfeld,et al.  Global distribution and climate forcing of carbonaceous aerosols , 2002 .

[14]  C. O'Dowd,et al.  Quantification of the carbonaceous matter origin in submicron marine aerosol by 13 C and 14 C isotope analysis , 2011 .

[15]  Tommy Edeskär Technical and environmental properties of tyre shreds focusing on ground engineering applications , 2004 .

[16]  H. Puxbaum,et al.  Size distribution and seasonal variation of atmospheric cellulose , 2003 .

[17]  B. Simoneit,et al.  Biomass burning — a review of organic tracers for smoke from incomplete combustion , 2002 .

[18]  P. DeCarlo,et al.  Aerosol and trace gas vehicle emission factors measured in a tunnel using an Aerosol Mass Spectrometer and other on-line instrumentation , 2011 .

[19]  Allen L. Robinson,et al.  Atmospheric organic particulate matter: From smoke to secondary organic aerosol , 2009 .

[20]  G. Kiss,et al.  Characterization of water-soluble organic matter isolated from atmospheric fine aerosol , 2002 .

[21]  R Zenobi,et al.  Secondary organic aerosols from anthropogenic and biogenic precursors. , 2005, Faraday discussions.

[22]  A L Robinson,et al.  Coupled partitioning, dilution, and chemical aging of semivolatile organics. , 2006, Environmental science & technology.

[23]  P. Reimer,et al.  Discussion: Reporting and Calibration of Post-Bomb 14C Data , 2004, Radiocarbon.

[24]  Franz X. Meixner,et al.  Composition and diurnal variability of the natural Amazonian aerosol , 2003 .

[25]  Barbara Zielinska,et al.  Relationship between Composition and Toxicity of Motor Vehicle Emission Samples , 2004, Environmental health perspectives.

[26]  A. Stohl,et al.  Source Apportionment of Carbonaceous Aerosol Printer-friendly Version Interactive Discussion Source Apportionment of the Summer Time Carbonaceous Aerosol at Nordic Rural Background Sites Acpd Source Apportionment of Carbonaceous Aerosol Printer-friendly Version Interactive Discussion Acpd Source App , 2022 .

[27]  Kaarle Kupiainen,et al.  Modeling carbonaceous aerosol over Europe: Analysis of the CARBOSOL and EMEP EC/OC campaigns , 2007 .

[28]  Christer Johansson,et al.  Is Levoglucosan a Suitable Quantitative Tracer for Wood Burning? Comparison with Receptor Modeling on Trace Elements in Lycksele, Sweden , 2006, Journal of the Air & Waste Management Association.

[29]  F. Palmgren,et al.  Impact of wood combustion on particle levels in a residential area in Denmark , 2006 .

[30]  S. Madronich,et al.  Can 3-D models explain the observed fractions of fossil and non-fossil carbon in and near Mexico City? , 2010 .

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

[32]  Ulrich Pöschl,et al.  Atmospheric aerosols: composition, transformation, climate and health effects. , 2005, Angewandte Chemie.

[33]  Leiv Håvard Slørdal,et al.  Quantification of Monosaccharide Anhydrides by Liquid Chromatography Combined with Mass Spectrometry: Application to Aerosol Samples from an Urban and a Suburban Site Influenced by Small-Scale Wood Burning , 2005, Journal of the Air & Waste Management Association.

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

[35]  Helmut Haberl,et al.  On the boundary between man-made and natural emissions : Problems in defining European ecosystems , 1999 .

[36]  Ramana V. Grandhi,et al.  Improved Distributed Hypercube Sampling , 2002 .

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

[38]  Charles W. Lewis,et al.  Radiocarbon measurement of the biogenic contribution to summertime PM-2.5 ambient aerosol in Nashville, TN , 2004 .

[39]  Eiliv Steinnes,et al.  Carbonaceous aerosols in Norwegian urban areas , 2009 .

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

[41]  Sönke Szidat,et al.  Dominant impact of residential wood burning on particulate matter in Alpine valleys during winter , 2007 .

[42]  G. Skog The single stage AMS machine at Lund University: Status report , 2007 .

[43]  John H. Seinfeld,et al.  Chemistry of secondary organic aerosol: Formation and evolution of low-volatility organics in the atmosphere , 2008 .

[44]  Alexandre Caseiro,et al.  Levoglucosan levels at background sites in Europe for assessing the impact of biomass combustion on the European aerosol background , 2007 .

[45]  R. Harrison,et al.  Application of 14 C analyses to source apportionment of carbonaceous PM 2.5 in the UK , 2011 .

[46]  L. A. Currie,et al.  A Critical Evaluation of Interlaboratory Data on Total, Elemental, and Isotopic Carbon in the Carbonaceous Particle Reference Material, NIST SRM 1649a , 2002, Journal of research of the National Institute of Standards and Technology.

[47]  Kostas Tsigaridis,et al.  Atmospheric Chemistry and Physics Global Modelling of Secondary Organic Aerosol in the Troposphere: a Sensitivity Analysis , 2003 .

[48]  Z. Klimont,et al.  Modeling of elemental carbon over Europe , 2007 .

[49]  Dowd,et al.  Quantification of the carbonaceous matter origin in submicron marine aerosol particles by dual carbon isotope analysis , 2011 .

[50]  D. Simpson,et al.  Source apportionment of carbonaceous aerosol in southern Sweden , 2011 .

[51]  G. Kiss,et al.  Ambient aerosol concentrations of sugars and sugar-alcohols at four different sites in Norway , 2007 .

[52]  Michel Legrand,et al.  Summary of the CARBOSOL project: Present and retrospective state of organic versus inorganic aerosol over Europe , 2007 .

[53]  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.

[54]  C. Lohse,et al.  Fossil and nonfossil carbon in fine particulate matter: A study of five European cities , 2011 .

[55]  Erik Swietlicki,et al.  Organic aerosol and global climate modelling: a review , 2004 .

[56]  Z. Klimont,et al.  Primary emissions of fine carbonaceous particles in Europe , 2007 .

[57]  C. Pio,et al.  Water-soluble hydroxylated organic compounds in German and Finnish aerosols , 2003 .

[58]  J. Huntzicker,et al.  Vapor adsorption artifact in the sampling of organic aerosol: Face velocity effects , 1986 .

[59]  John H. Seinfeld,et al.  The formation, properties and impact of secondary organic aerosol: current and emerging issues , 2009 .

[60]  H. Bauer,et al.  Arabitol and mannitol as tracers for the quantification of airborne fungal spores , 2008 .

[61]  Concentration of atmospheric cellulose: A proxy for plant debris across a west-east transect over Europe , 2007 .

[62]  I. Marr,et al.  Significant contributions of fungal spores to the organic carbon and to the aerosol mass balance of the urban atmospheric aerosol , 2008 .

[63]  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.

[64]  Ulrich Poeschl,et al.  Atmospheric Aerosols: Composition, Transformation, Climate and Health Effects , 2006 .

[65]  H. Hansson,et al.  High Natural Aerosol Loading over Boreal Forests , 2006, Science.

[66]  V. Weisskopf THE INTERNATIONAL INSTITUTE FOR APPLIED SYSTEMS ANALYSIS , 2022 .

[67]  Bertrand Bessagnet,et al.  Impact of dry deposition of semi-volatile organic compounds on secondary organic aerosols , 2010 .

[68]  L. A. Currie,et al.  A critical evaluation of inter-laboratory data on total, elemental and isotopic carbon in the carbonaceous particle reference material , 2002 .

[69]  Yvonne Andersson-Sköld,et al.  Secondary organic aerosol formation in northern Europe: A model study , 2001 .

[70]  K. Yttri,et al.  Determination of monosaccharide anhydrides in atmospheric aerosols by use of high-performance liquid chromatography combined with high-resolution mass spectrometry. , 2005, Analytical chemistry.

[71]  E. Vignati,et al.  Better constraints on sources of carbonaceous aerosols using a combined 14 C – macro tracer analysis in a European rural background site , 2011 .

[72]  J. Penner,et al.  Large contribution of organic aerosols to cloud-condensation-nuclei concentrations , 1993, Nature.

[73]  M. Rundgren,et al.  Status of the Single Stage AMS machine at Lund University after 4 years of operation , 2010 .

[74]  Roy M. Harrison,et al.  Carbonaceous aerosol in urban and rural European atmospheres: estimation of secondary organic carbon concentrations , 1999 .

[75]  H. Bauer,et al.  The contribution of bacteria and fungal spores to the organic carbon content of cloud water, precipitation and aerosols , 2002 .

[76]  Ivan Kourtchev,et al.  Polar organic compounds in rural PM2.5 aerosols from K-puszta, Hungary, during a 2003 summer field campaign: sources and diurnal variations , 2005 .

[77]  Richard J. Beckman,et al.  A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code , 2000, Technometrics.

[78]  Qi Zhang,et al.  O/C and OM/OC ratios of primary, secondary, and ambient organic aerosols with high-resolution time-of-flight aerosol mass spectrometry. , 2008, Environmental science & technology.

[79]  Hilkka Timonen,et al.  Sources of organic carbon in fine particulate matter in northern European urban air , 2008 .

[80]  Alexandre Caseiro,et al.  Source apportionment of PM2.5 organic aerosol over Europe: Primary/secondary, natural/anthropogenic, and fossil/biogenic origin , 2007 .

[81]  J. Chow,et al.  Results of the "Carbon Conference" International Aerosol Carbon Round Robin Test Stage I , 2001 .

[82]  Allen L. Robinson,et al.  Estimating the Secondary Organic Aerosol Contribution to PM2.5 Using the EC Tracer Method Special Issue of Aerosol Science and Technology on Findings from the Fine Particulate Matter Supersites Program , 2004 .

[83]  James E. Campbell,et al.  An Approach to Sensitivity Analysis of Computer Models: Part I—Introduction, Input Variable Selection and Preliminary Variable Assessment , 1981 .

[84]  A. S. Shannigrahi,et al.  Fossil and non-fossil sources of organic carbon (OC) and elemental carbon (EC) in Göteborg, Sweden , 2008 .

[85]  H. Puxbaum,et al.  Enzymatic determination of the cellulose content of atmospheric aerosols , 1996 .

[86]  J. Chow,et al.  Quantification of PM 2.5 organic carbon sampling artifacts in US networks , 2010 .

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