<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys-discuss.net/inc/acpd/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>7</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/acpd-7-9053-2007</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/7/9053/2007/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/7/9053/2007/acpd-7-9053-2007.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/7/9053/2007/acpd-7-9053-2007.pdf</fulltext_pdf>
	<start_page>9053</start_page>
	<end_page>9092</end_page>
	<publication_date>2007-06-26</publication_date>
	<article_title content_type="html">Secondary organic aerosol in the global aerosol &amp;ndash; chemistry transport model Oslo CTM2</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. R. Hoyle</name>
			<email>c.r.hoyle@geo.uio.no</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>T. Berntsen</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>G. Myhre</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>I. S. A. Isaksen</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Geosciences, University of Oslo, Norway</affiliation>
	</affiliations>
	<abstract content_type="html">The global chemical transport model Oslo CTM2 has been extended to include
the formation, transport and deposition of secondary organic aerosol (SOA).
Precursor hydrocarbons which are oxidised to form condensible species include
both biogenic species such as terpenes and isoprene, as well as species
emitted predominantly by anthropogenic activities (toluene, m-xylene,
methylbenzene and other aromatics). A model simulation for 2004 gives an
annual global SOA production of approximately 55 Tg. Of this total,
2.5 Tg is found to consist of the oxidation products of
anthropogenically emitted hydrocarbons, and about 15 Tg is formed by the
oxidation products of isoprene. The global production of SOA is increased to
about 76 Tg yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt; by allowing semi-volatile species to
condense on ammonium sulphate aerosol. This brings modelled organic aerosol
values closer to those observed, however observations in Europe remain
significantly underestimated, raising the possibility of an unaccounted for
SOA source. Allowing SOA to form on ammonium sulphate aerosol increases the
contribution of anthropogenic SOA from about 4.5% to almost 9% of the total
production.
 The importance of NO&lt;sub&gt;3&lt;/sub&gt; as an oxidant of SOA precursors is found to vary
 regionally, causing up to 50%&amp;ndash;60% of the total amount of SOA near the surface
 in polluted regions and less than 25% in more remote areas.
This study underscores the need for SOA to be represented in a more realistic
way in global aerosol models in order to better reproduce observations of
organic aerosol burdens in industrialised and biomass burning regions.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ackerman, A S., Toon, O B., Stevens, D E., Heymsfield, A J., Ramanathan, V., and Welton, E J.: Reduction of Tropical Cloudiness by Soot, Science, 288, 1042&amp;ndash;1047, 2000. </reference>
		<reference numeration="2" content_type="text"> Albrecht, B A.: Aerosols, Cloud Microphysics, and Fractional Cloudiness, Science, 245, 1227&amp;ndash;1230, 1989. </reference>
		<reference numeration="3" content_type="text"> Allan, B J., Plane, J. M C., Coe, H., and Shillito, J.: Observations of NO&lt;sub&gt;3&lt;/sub&gt; concentration profiles in the troposphere, J. Geophys. Res., 107, 4588, \doi10.1029/2002JD002112, 2002. </reference>
		<reference numeration="4" content_type="text"> Berglen, T F., Berntsen, T K., Isaksen, I. S A., and Sundet, J K.: A global model of the coupled sulfur/oxidant chemistry in the troposphere: The sulfur cycle, J. Geophys. Res., 109, D19310, \doi10.1029/2003JD003948, 2004. </reference>
		<reference numeration="5" content_type="text"> Berntsen, T K. and Isaksen, I S A.: A global three-dimensional chemical transport model for the troposphere 1. Model description and CO and ozone results, J. Geophys. Res., 102, 21 239&amp;ndash;21 280, \doi10.1029/97JD01140, 1997. </reference>
		<reference numeration="6" content_type="text"> Bond, T C., Streets, D G., Yarber, K F., Nelson, S M., Woo, J.-H., and Klimont, Z.: A technology-based global inventory of black and organic carbon emissions from combustion, J. Geophys. Res.-Atmos., 109, D14203, \doi10.1029/2003JD003697, 2004. </reference>
		<reference numeration="7" content_type="text"> Brown, S S., Osthoff, H D., Stark, H., DubÃ©, W P., Ryerson, T B., Warneke, C., de Gouw, J A., Wollny, A G., Parrish, D D., Fehsenfeld, F C., and Ravishankara, A R.: Aircraft observations of daytime NO&lt;sub&gt;3&lt;/sub&gt; and N&lt;sub&gt;2&lt;/sub&gt;O$_5$ and their implications for tropospheric chemistry, J. Photoch. Photobio. A, 176, 270&amp;ndash;278, 2005. </reference>
		<reference numeration="8" content_type="text"> Brunner, D., Staehelin, J., Rogers, H L., KÃ¶hler, M O., Pyle, J A., Hauglustaine, D., Jourdain, L., Berntsen, T K., Gauss, M., Isaksen, I. S A., Meijer, E., van Velthoven, P., Pitari, G., Mancini, E., Grew, V., and Sausen, R.: An evaluation of the performance of chemistry transport models by comparison with research aircraft observations. Part 1: Concepts and overall model performance, Atmos. Chem. Phys., 3, 1609&amp;ndash;1631, 2003. </reference>
		<reference numeration="9" content_type="text"> Chung, S H. and Seinfeld, J H.: Global distribution and climate forcing of carbonaceous aerosols, J. Geophys. Res.-Atmos., 107, 4407, \doi10.1029/2001JD001397, 2002. </reference>
		<reference numeration="10" content_type="text"> Cooke, W F., Liousse, C., Cachier, H., and Feichter, J.: Construction of a 1\degreex1\degree fossil fuel emission data set for carbonaceous aerosol and implementation and radiative impact in the ECHAM4 model, J. Geophys. Res., 104, 22 137&amp;ndash;22 162, \doi10.1029/1999JD900187, 1999. </reference>
		<reference numeration="11" content_type="text"> Derwent, R G., Collins, W J., Jenkin, M E., Johnson, C E., and Stevenson, D S.: The Global Distribution of Secondary Particulate Matter in a 3-D Lagrangian Chemistry Transport Model, J. Atmos. Chem., 44, 57&amp;ndash;95, 2003. </reference>
		<reference numeration="12" content_type="text"> Dindorf, T., Kuhn, U., Ganzeveld, L., Schebeske, G., Ciccioli, P., Holzke, C., KÃ¶ble, R., Seufert, G., and Kesselmeier, J.: Significant light and temperature dependent monoterpene emissions from European beech (Fagus sylvatica L.) and their potential impact on the European volatile organic compound budget, J. Geophys. Res.-Atmos., 111, D16305, \doi10.1029/2005JD006751, 2006. </reference>
		<reference numeration="13" content_type="text"> Granier, C., Lamarque, J F., Mieville, A., Muller, J F., Olivier, J., Orlando, J., Peters, J., Petron, G., Tyndall, G., and Wallens, S.: POET, a database of surface emissions of ozone precursors, available on internet at http://www.aero.jussieu.fr/projet/ACCENT/POET.php, 2005. </reference>
		<reference numeration="14" content_type="text"> Griffin, R J., Cocker, D R., Seinfeld, J H., and Dabdub, D.: Estimate of global atmospheric organic aerosol from oxidation of biogenic hydrocarbons, Geophys. Res. Lett., 26, 2721&amp;ndash;2724, \doi10.1029/1999GL900476, 1999a. </reference>
		<reference numeration="15" content_type="text"> Griffin, R J., Flagan, R C., and Seinfeld, J H.: Organic aerosol formation from the oxidation of biogenic hydrocarbons, J. Geophys. Res., 104, 3555&amp;ndash;3568, \doi10.1029/1998JD100049, 1999b. </reference>
		<reference numeration="16" content_type="text"> Guenther, A., Hewitt, C N., Erickson, D., Fall, R., Geron, C., Graedel, T., Harley, P., Klinger, L., Lerdau, M., McKay, W A., Pierce, T., Scholes, B., Steinbrecher, R., Tallamraju, R., Taylor, J., and Zimmerman, P.: A global model of natural volatile organic compound emissions, J. Geophys. Res., 100, 8873&amp;ndash;8892, \doi10.1029/94JD02950, 1995. </reference>
		<reference numeration="17" content_type="text"> Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P I., and Geron, C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181&amp;ndash;3210, 2006. </reference>
		<reference numeration="18" content_type="text"> Han, J S., Moon, K J., Kong, B J., Lee, S J., Kim, J E., and Kim, Y J.: Seasonal variation of chemical composition in fine particles at Gosan, Korea, Environ. Monit. Assess., 107, 221&amp;ndash;237, 2005. </reference>
		<reference numeration="19" content_type="text"> Hansen, J., Sato, M., and Ruedy, R.: Radiative forcing and climate response, J. Geophys. Res., 102, 6831&amp;ndash;6864, \doi10.1029/96JD03436, 1997. </reference>
		<reference numeration="20" content_type="text"> Haywood, J M. and Shine, K P.: The effect of anthropogenic sulfate and soot aerosol on the clear sky planetary radiation budget, Geophys. Res. Lett., 22, 603&amp;ndash;606, \doi10.1029/95GL00075, 1995. </reference>
		<reference numeration="21" content_type="text"> Henze, D K. and Seinfeld, J H.: Global secondary organic aerosol from isoprene oxidation, Geophys. Res. Lett., 33, \doi10.1029/2006GL025976, 2006. </reference>
		<reference numeration="22" content_type="text"> Hesstvedt, E., Hov, Ã˜., and Isaksen, I S A.: Quasi-Steady-State Approximations in Air-Pollution Modeling - Comparison of Two Numerical Schemes for Oxidant Prediction, Int. J. Chem. Kinet., 10, 971&amp;ndash;994, 1977. </reference>
		<reference numeration="23" content_type="text"> Hoffmann, T., Odum, J R., Bowman, F., D.Collins, Klockow, D., Flagan, R C., and Seinfeld, J H.: Formation of Organic Aerosols from the Oxidation of Biogenic Hydrocarbons, J. Atmos. Chem., 26, 189&amp;ndash;222, 1997. </reference>
		<reference numeration="24" content_type="text"> Holtslag, A. A M. and Ulden, A. P V.: A Simple Scheme for Daytime Estimates of the Surface Fluxes from Routine Weather Data, J. Clim. Appl. Meteorol., 22, 517&amp;ndash;529, 1983. </reference>
		<reference numeration="25" content_type="text"> IPCC: Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 881pp., 2001. </reference>
		<reference numeration="26" content_type="text"> Isaksen, I. S A., Zerefos, C., Kourtidis, K., Meleti, C., Dalsoren, S B., Sundet, J K., Grini, A., Zanis, P., and Balis, D.: Tropospheric ozone changes at unpolluted and semipolluted regions induced by stratospheric ozone changes, J. Geophys. Res., 110, D02302, doi:10.1029/2004JD004618, 2005. </reference>
		<reference numeration="27" content_type="text"> Jones, A P.: Indoor air quality and health, Atmos. Environ., 33, 4535&amp;ndash;4564, 1999. </reference>
		<reference numeration="28" content_type="text"> Kanakidou, M., Tsigaridis, K., Dentener, F J., and Crutzen, P J.: Human-activity-enhanced formation of organic aerosols by biogenic hydrocarbon oxidation, J. Geophys. Res., 105, 9243&amp;ndash;9254, \doi10.1029/1999JD901148, 2000. </reference>
		<reference numeration="29" content_type="text"> Kanakidou, M., Seinfeld, J H., Pandis, S N., Barnes, I., Dentener, F J., Facchini, M C., van Dingenen, R., Ervens, B., Nenes, A., Nielsen, C J., Swietlicki, E., Putaud, J P., Balkanski, Y., Fuzzi, S., Horth, J., Moortgat, G K., Winterhalter, R., Myhre, C E L., Tsigaridis, K., Vignati, E., Stephanou, E G., and Wilson, J.: Organic aerosol and global climate modelling: a review, Atmos. Chem. Phys., 5, 1053&amp;ndash;1123, 2005. </reference>
		<reference numeration="30" content_type="text"> Kesselmeier, J. and Staudt, M.: Biogenic Volatile Organic Compounds (VOC): An Overview on Emission, Physiology and Ecology, J. Atmos. Chem., 33, 23&amp;ndash;88, 1999. </reference>
		<reference numeration="31" content_type="text"> Kinne, S., Schulz, M., Textor, C., Guibert, S., Balkanski, Y., Bauer, S E., Berntsen, T., Berglen, T F., Boucher, O., Chin, M., Collins, W., Dentener, F., Diehl, T., Easter, R., Feichter, J., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Herzog, M., Horowitz, L., Isaksen, I., Iversen, T., Kirkev&amp;aring;g, A., Kloster, S., Koch, D., Kristjansson, J E., Krol, M., Lauer, A., Lamarque, J F., Lesins, G., Liu, X., Lohmann, U., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, O., Stier, P., Takemura, T., and Tie, X.: An AeroCom initial assessment - optical properties in aerosol component modules of global models, Atmos. Chem. Phys., 6, 1815&amp;ndash;1834, 2006. </reference>
		<reference numeration="32" content_type="text"> Kuhn, U., Rottenberger, S., Biesenthal, T., Wolf, A., Schebeske, G., Ciccioli, P., Brancaleoni, E., Frattoni, M., Tavares, T M., and Kesselmeier, J.: Isoprene and monoterpene emissions of Amaz\^onian tree species during the wet season: Direct and indirect investigations on controlling environmental functions, J. Geophys. Res.-Atmos., 107, 8069, doi:10.1029/2000JD000303, 2002. </reference>
		<reference numeration="33" content_type="text"> LathiÃ¨re, J., Hauglustaine, D A., Friend, A D., de Noblet-DucoudrÃ©, N., Viovy, N., and Folberth, G A.: Impact of climate variability and land use changes on global biogenic volatile organic compound emissions, Atmos. Chem. Phys., 6, 2129&amp;ndash;2146, 2006. </reference>
		<reference numeration="34" content_type="text"> Liousse, C., Penner, J E., Chuang, C., Walton, J J., Eddleman, H., and Cachier, H.: A global three-dimensional model study of carbonaceous aerosols, J. Geophys. Res., 101, 19 411&amp;ndash;19 432, \doi10.1029/95JD03426, 1996. </reference>
		<reference numeration="35" content_type="text"> Maria, S F., Russell, L M., Gilles, M K., and Myneni, S C B.: Organic Aerosol Growth Mechanisms and Their Climate-Forcing Implications, Science, 306, 1921&amp;ndash;1924, \doi10.1126/science.1103491, 2004. </reference>
		<reference numeration="36" content_type="text"> S.Moukhtar, S., Bessagnet, B., Rouil, L., and Simon, V.: Monoterpene emissions from Beech (Fagus sylvatica) in a French forest and impact on secondary pollutants formation at regional scale, Atmos. Environ., 39, 3535&amp;ndash;3547, 2005. </reference>
		<reference numeration="37" content_type="text"> Myhre, G., Berntsen, T K., Haywood, J M., Sundet, J K., Holben, B N., Johnsrud, M., and Stordal, F.: Modelling the solar radiative impact of aerosols from biomass burning during the Southern African Regional Science Initiative (SAFARI-2000) experiment, J. Geophys. Res.-Atmos., 108, 37&amp;ndash;1, \doi10.1029/2002JD002313, 2003. </reference>
		<reference numeration="38" content_type="text"> Myhre, G., Bellouin, N., Berglen, T F., Berntsen, T K., Boucher, O., Grini, A., Isaksen, I S A., Johnsrud, M., Mishchenko, M I., Stordal, F., and TanrÃ©, D.: Comparison of the radiative properties and direct radiative effect of aerosols from a global aerosol model and remote sensing data over ocean, Tellus B, 59, 115&amp;ndash;129, \doi10.1111/j.1600-0889.2006.00226.x, 2007. </reference>
		<reference numeration="39" content_type="text"> Ostro, B. and Chestnut, L.: Assessing the health benifits of reducing particulate matter air pollution in the United States, Environ. Res., 76, 94&amp;ndash;106, 1998. </reference>
		<reference numeration="40" content_type="text"> Penkett, S A., Blake, N J., Lightman, P., Marsh, A R W., Anwyl, P., and Butcher, G.: The seasonal variation of nonmethane hydrocarbons in the free troposphere over the North Atlantic Ocean - Possible evidence for extensive reaction of hydrocarbons with the nitrate radical, J. Geophys. Res., 98, 2865&amp;ndash;2885, 1993. </reference>
		<reference numeration="41" content_type="text"> Penner, J E., Chuang, C C., and Grant, K.: Climate forcing by carbonaceous and sulfate aerosols, Clim. Dynam., 14, 839&amp;ndash;851, 1998. </reference>
		<reference numeration="42" content_type="text"> Pun, B K., Wu, S.-Y., Seigneur, C., Seinfeld, J H., Griffin, R J., and Pandis, S N.: Uncertainties in Modeling Secondary Organic Aerosols: Three-Dimensional Modeling Studies in Nashville/Western Tennessee, Environ. Sci. Technol., 37, 3647&amp;ndash;3661, 2003. </reference>
		<reference numeration="43" content_type="text"> Puxbaum, H., Rendl, J., Allabashi, R., Otter, L., and Scholes, M C.: Mass balance of the atmospheric aerosol in a South African subtropical savanna (Nylsvley, May 1997), J. Geophys. Res., 105, 20 697&amp;ndash;20 706, \doi10.1029/2000JD900306, 2000. </reference>
		<reference numeration="44" content_type="text"> Robinson, A L., Donahue, N M., Shrivastava, M K., Weitkamp, E A., Sage, A M., Grieshop, A P., Lane, T E., Pierce, J R., and Pandis, S N.: Rethinking Organic Aerosols: Semivolatile Emissions and Photochemical Aging, Science, 315, 1262, \doi10.1126/science.1133061, 2007. %</reference>
		<reference numeration="45" content_type="text"> %Schultz, M G., Pulles, T., Brand, R., van~het Bolscher, M., and Dalsøren, % S B.: A global data set of anthropogenic CO, NOx, and NMVOC emissions for % 1960&amp;ndash;2000, in preparation, 2007. </reference>
		<reference numeration="46" content_type="text"> Schulz, M., Textor, C., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Dentener, F., Guibert, S., Isaksen, I S A., Iversen, T., Koch, D., Kirkev&amp;aring;g, A., Liu, X., Montanaro, V., Myhre, G., Penner, J E., Pitari, G., Reddy, S., Seland, Ã˜., Stier, P., and Takemura, T.: Radiative forcing by aerosols as derived from the AeroCom present-day and pre-industrial simulations, Atmos. Chem. Phys., 6, 5225&amp;ndash;5246, 2006. </reference>
		<reference numeration="47" content_type="text"> Smith, D. J T., Harrison, R M., Luhana, L., Pio, C A., Castro, L M., Tariq, M N., Hayat, S., and Quraishi, T.: Global modelling of secondary organic aerosol in the troposphere: A sensitivity analysis, Atmos. Environ., 30, 4031&amp;ndash;4040, 1996. </reference>
		<reference numeration="48" content_type="text"> Takami, A., Miyoshi, T., Shimono, A., and Hatakeyama, S.: Chemical composition of fine aerosol measured by AMS at Fukue Island, Japan during APEX period, Atmos. Environ., 39, 4913&amp;ndash;4924, 1995. </reference>
		<reference numeration="49" content_type="text"> Textor, C., Schulz, M., Guibert, S., Kinne, S., Balkanski, Y., Bauer, S., Berntsen, T., Berglen, T., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Feichter, H., Fillmore, D., Ghan, S., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I., Iversen, I., Kloster, S., Koch, D., Kirkev&amp;aring;g, A., Kristjansson, J E., Krol, M., Lauer, A., Lamarque, J F., Liu, X., Montanaro, V., Myhre, G., Penner, J., Pitari, G., Reddy, S., Seland, Ã˜., Stier, P., Takemura, T., and Tie, X.: Analysis and quantification of the diversities of aerosol life cycles within AeroCom, Atmos. Chem. Phys., 6, 1777&amp;ndash;1813, 2006. </reference>
		<reference numeration="50" content_type="text"> Tsigaridis, K. and Kanakidou, M.: Global modelling of secondary organic aerosol in the troposphere: A sensitivity analysis, Atmos. Chem. Phys., 3, 2879&amp;ndash;2929, 2003. </reference>
		<reference numeration="51" content_type="text"> Tsigaridis, K., LathiÃ¨re, J., Kanakidou, M., and Hauglustaine, D A.: Naturally driven variability in the global secondary organic aerosol over a decade, Atmos. Chem. Phys., 5, 1891&amp;ndash;1904, 2005. </reference>
		<reference numeration="52" content_type="text"> Twomey, S.: The Nuclei of Natural Cloud Formation Part II: The Supersaturation in Natural Clouds and the Variation of Cloud Droplet Concentration, Geofisica pura e applicata, 43, 243&amp;ndash;249, 1959. </reference>
		<reference numeration="53" content_type="text"> Twomey, S.: The Influence of Pollution on the Shortwave Albedo of Clouds, J. Atmos. Sci., 34, 1149&amp;ndash;1152, 1977. </reference>
		<reference numeration="54" content_type="text"> van der Werf, G R., Randerson, J T., Giglio, L., Collatz, G J., Kasibhatla, P S., and Arellano, Jr., A F.: Interannual variability in global biomass burning emissions from 1997 to 2004, Atmos. Chem. Phys., 6, 3423&amp;ndash;3441, 2006. </reference>
		<reference numeration="55" content_type="text"> van Noije, T P C., Eskes, H J., Dentener, F J., Stevenson, D S., Ellingsen, K., Schultz, M G., Wild, O., Amann, M., Atherton, C S., Bergmann, D J., Bey, I., Boersma, K F., Butler, T., Cofala, J., Drevet, J., Fiore, A M., Gauss, M., Hauglustaine, D A., Horowitz, L W., Isaksen, I S A., Krol, M C., Lamarque, J.-F., Lawrence, M G., Martin, R V., Montanaro, V., MÃ¼ller, J.-F., Pitari, G., Prather, M J., Pyle, J A., Richter, A., Rodriguez, J M., Savage, N H., Strahan, S E., Sudo, K., Szopa, S., and van Roozendael, M.: Multi-model ensemble simulations of tropospheric NO&lt;sub&gt;2&lt;/sub&gt; compared with GOME retrievals for the year 2000, Atmos. Chem. Phys., 6, 2943&amp;ndash;2979, 2006. </reference>
		<reference numeration="56" content_type="text"> Virkkula, A., TeinilÃ£, K., Hillamo, R., V.-M.Kerminen, Saarikoski, S., Aurela, M., J.Viidanoja, Paatero, J., Koponen, I K., and Kulmala, M.: Chemical composition of boundary layer aerosol over the Atlantic Ocean and at an Antarctic site, Atmos. Chem. Phys., 6, 3407&amp;ndash;3421, 2006. </reference>
		<reference numeration="57" content_type="text"> Volkamer, R., Jimenez, J L., San Martini, F., Dzepina, K., Zhang, Q., Salcedo, D., Molina, L T., Worsnop, D R., and Molina, M J.: Secondary organic aerosol formation from anthropogenic air pollution: Rapid and higher than expected, Geophys. Res. Lett., 33, L17811, \doi10.1029/2006GL026899, 2006. </reference>
		<reference numeration="58" content_type="text"> Vrekoussis, M., Kanakidou, M., Mihalopoulos, N., Crutzen, P J., Lelieveld, J., Perner, D., Berresheim, H., and Baboukas, E.: Role of the NO&lt;sub&gt;3&lt;/sub&gt; radicals in oxidation processes in the eastern Mediterranean troposphere during the MINOS campaign, Atmos. Chem. Phys., 4, 169&amp;ndash;182, 2004. </reference>
		<reference numeration="59" content_type="text"> Vrekoussis, M., Liakakou, E., Mihalopoulos, N., Kanakidou, M., Crutzen, P J., and Lelieveld, J.: Formation of HNO&lt;sub&gt;3&lt;/sub&gt; and NO$_3^-$ in the anthropogenically-influenced eastern Mediterranean marine boundary layer, Geophys. Res. Lett., 33, L05811, \doi10.1029/2005GL025069, 2006. </reference>
		<reference numeration="60" content_type="text"> Yang, H., Yu, J Z., Ho, S. S H., Xu, J., W.-S.Wu, Wan, C H., Wang, X., Wang, X., and Wang, L.: The chemical composition of inorganic and carbonaceous materials in PM$_2.5$ in Nanjing, China, Atmos. Environ., 39, 3735&amp;ndash;3749, 2005. </reference>
		<reference numeration="61" content_type="text"> Yttri, K E., Aas, W., Bjerke, A., Ceburnis, D., Dye, C., Emblico, L., Facchini, M C., Forster, C., Hanssen, J E., Hansson, H C., Jennings, S G., Maenhaut, W., Putaud, J P., , and Tørseth, K.: Elemental and organic carbon in PM$_10$: a one year measurement campaign within the European Monitoring and Evaluation Programme EMEP, Atmos. Chem. Phys. Discuss., 7, 3859&amp;ndash;3899, 2007. </reference>
		<reference numeration="62" content_type="text"> Zhang, Q., Worsnop, D R., Canagaratna, M R., and Jimenez, J L.: Hydrocarbon-like and oxygenated organic aerosols in Pittsburgh: insights into sources and processes of organic aerosols, Atmos. Chem. Phys., 5, 3289&amp;ndash;3311, 2005. </reference>
	</references>
</article>

