<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>9</volume_number>
		<issue_number>5</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acp-9-1747-2009</doi>
	<article_url>http://www.atmos-chem-phys.net/9/1747/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/9/1747/2009/acp-9-1747-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/9/1747/2009/acp-9-1747-2009.pdf</fulltext_pdf>
	<start_page>1747</start_page>
	<end_page>1766</end_page>
	<publication_date>2009-03-09</publication_date>
	<article_title content_type="html">Sensitivity of aerosol concentrations and cloud properties to nucleation and secondary organic distribution in ECHAM5-HAM global circulation model</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>R. Makkonen</name>
			<email>risto.makkonen@helsinki.fi</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>A. Asmi</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>H. Korhonen</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>H. Kokkola</name>
		</author>
		<author numeration="5" affiliations="4,8">
			<name>S. JÃ¤rvenoja</name>
		</author>
		<author numeration="6" affiliations="4">
			<name>P. RÃ¤isÃ¤nen</name>
		</author>
		<author numeration="7" affiliations="2,5">
			<name>K. E. J. Lehtinen</name>
		</author>
		<author numeration="8" affiliations="2,5">
			<name>A. Laaksonen</name>
		</author>
		<author numeration="9" affiliations="4">
			<name>V.-M. Kerminen</name>
		</author>
		<author numeration="10" affiliations="4">
			<name>H. JÃ¤rvinen</name>
		</author>
		<author numeration="11" affiliations="6">
			<name>U. Lohmann</name>
		</author>
		<author numeration="12" affiliations="7">
			<name>R. Bennartz</name>
		</author>
		<author numeration="13" affiliations="3">
			<name>J. Feichter</name>
		</author>
		<author numeration="14" affiliations="1">
			<name>M. Kulmala</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Physics, University of Helsinki, 00014, Helsinki, Finland</affiliation>
		<affiliation numeration="2" content_type="html">Department of Physics, University of Kuopio, 70211, Kuopio, Finland</affiliation>
		<affiliation numeration="3" content_type="html">Max Planck Institute for Meteorology, 20146, Hamburg, Germany</affiliation>
		<affiliation numeration="4" content_type="html">Finnish Meteorological Institute, 00101, Helsinki, Finland</affiliation>
		<affiliation numeration="5" content_type="html">Finnish Meteorological Institute, 70211, Kuopio, Finland</affiliation>
		<affiliation numeration="6" content_type="html">Institute of Atmospheric and Climate Science, ETH Zurich, 8092, Zurich, Switzerland</affiliation>
		<affiliation numeration="7" content_type="html">Department of Atmospheric and Oceanic Sciences, University of Wisconsin, Madison, Wisconsin, USA</affiliation>
		<affiliation numeration="8" content_type="html">deceased, October 2007</affiliation>
	</affiliations>
	<abstract content_type="html">The global aerosol-climate model ECHAM5-HAM was modified to improve the
representation of new particle formation in the boundary layer.
Activation-type nucleation mechanism was introduced to produce observed
nucleation rates in the lower troposphere. A simple and computationally
efficient model for biogenic secondary organic aerosol (BSOA) formation was
implemented. Here we study the sensitivity of the aerosol and cloud droplet
number concentrations (CDNC) to these additions. Activation-type nucleation
significantly increases aerosol number concentrations in the boundary layer.
Increased particle number concentrations have a significant effect also on
cloud droplet number concentrations and therefore on cloud properties. We
performed calculations with activation nucleation coefficient values of
2&amp;times;10&lt;sup&gt;&amp;minus;7&lt;/sup&gt;s&lt;sup&gt;&amp;minus;1&lt;/sup&gt;, 2&amp;times;10&lt;sup&gt;&amp;minus;6&lt;/sup&gt;s&lt;sup&gt;&amp;minus;1&lt;/sup&gt; and 2&amp;times;10&lt;sup&gt;&amp;minus;5&lt;/sup&gt;s&lt;sup&gt;&amp;minus;1&lt;/sup&gt; to evaluate the sensitivity to this parameter. For BSOA
we have used yields of 0.025, 0.07 and 0.15 to estimate the amount of
monoterpene oxidation products available for condensation. The hybrid BSOA
formation scheme induces large regional changes to size distribution of
organic carbon, and therefore affects particle optical properties and cloud
droplet number concentrations locally. Although activation-type nucleation
improves modeled aerosol number concentrations in the boundary layer, the
use of a global activation coefficient generally leads to overestimation of
aerosol number. Overestimation can also arise from underestimation of
primary emissions.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Aalto, P., HÃ¤meri, K., Becker, E., Weber, R., Salm, R., MÃ¤kelÃ¤, J. M., Hoell, C., O&apos;Dowd, C. D., Karlsson, H., Hansson, H.-C., VÃ¤kevÃ¤, M., Koponen, I. K., Buzorius, G., and Kulmala, M.: Physical characterization of aerosol particles during nucleation events, Tellus B, 53(4), 344â€“358, doi:10.1034/j.1600-0889.2001.530403.x, 2001. </reference>
		<reference numeration="2" content_type="text"> Baker, M. B. and Peter, T.: Small-scale cloud processes and climate, Nature, 451, 299â€“300, 2008. </reference>
		<reference numeration="3" content_type="text"> Bennartz, R.: Global assessment of marine boundary layer cloud droplet number concentration from satellite, J. Geophys. Res., 112, D02201, doi:10.1029/2006JD007547, 2007. </reference>
		<reference numeration="4" content_type="text"> Bennartz, R. and Harshvardhan: Correction to &quot;Global assessment of marine boundary layer cloud droplet number concentration from satellite&quot;, J. Geophys. Res., 112, D16302, doi:10.1029/2007JD008841, 2007. </reference>
		<reference numeration="5" content_type="text"> Birmili, W., Berresheim, H., Plass-DÃ¼lmer, C., Elste, T., Gilge, S., Wiedensohler, A., and Uhrner, U.: The Hohenpeissenberg aerosol formation experiment (HAFEX): a long-term study including size-resolved aerosol, H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt;, OH, and monoterpenes measurements, Atmos. Chem. Phys., 3, 361â€“376, 2003. </reference>
		<reference numeration="6" content_type="text"> Bonn, B., von Kuhlmann, R., and Lawrence, M. G.: High contribution of biogenic hydroperoxides to secondary organic aerosol formation, Geophys. Res. Lett., 31, L10108, doi:10.1029/2003GL019172, 2004. </reference>
		<reference numeration="7" content_type="text"> Camredon, M., Aumont, B., Lee-Taylor, J., and Madronich, S.: The SOA/VOC/NOx system: an explicit model of secondary organic aerosol formation, Atmos. Chem. Phys., 7, 5599â€“5610, 2007. </reference>
		<reference numeration="8" content_type="text"> Chen, J., Griffin, R. J., Grini, A., and Tulet, P.: Modeling secondary organic aerosol formation through cloud processing of organic compounds, Atmos. Chem. Phys., 7, 5343â€“5355, 2007. </reference>
		<reference numeration="9" content_type="text"> Chen, W.-T., Liao, H., and Seinfeld, J.: Future climate impacts of direct radiative forcing of anthropogenic aerosols, tropospheric ozone, J. Geophys. Res., 112, D14209, doi:10.1029/2006JD008051, 2007. </reference>
		<reference numeration="10" content_type="text"> Chung, S. H. and Seinfeld, J. H.: Global distribution and climate forcing of carbonaceous aerosols, J. Geophys. Res., 107(D19), 4407, doi:10.1029/2001JD001397, 2002. </reference>
		<reference numeration="11" content_type="text"> de Gouw, J. A.; Brock, C. A., Atlas, E. L.; Bates, T. S., Fehsenfeld, F. C., Goldan, P. D., Holloway, J. S., Kuster, W. C., Lerner, B. M., Matthew, B. M., Middlebrook, A. M., Onasch, T. B., Peltier, R. E., Quinn, P. K., Senff, C. J., Stohl, A., Sullivan, A. P., Trainer, M., Warneke, C., Weber, R. J., and Williams, E. J.: Sources of particulate matter in the northeastern United States in summer: 1. Direct emissions and secondary formation of organic matter in urban plumes, J. Geophys. Res., 113, D08301, doi:10.1029/2007JD009243, 2008. </reference>
		<reference numeration="12" content_type="text"> Engler, C., Rose, D., Wehner, B., Wiedensohler, A., BrÃ¼ggemann, E., Gnauk, T., Spindler, G., Tuch, T., and Birmili, W.: Size distributions of non-volatile particle residuals (Dp&lt;800 nm) at a rural site in Germany and relation to air mass origin, Atmos. Chem. Phys., 7, 5785â€“5802, 2007. </reference>
		<reference numeration="13" content_type="text"> Ervens, B. and Kreidenweis, S. M.: SOA formation by biogenic and carbonyl compounds: Data evaluation and application, Environ. Sci. Technol., 41, 3904â€“3910, 2007. </reference>
		<reference numeration="14" content_type="text"> Forster, P., Ramaswamy, V., Artaxo, P., Berntsen, T., Betts, R., Fahey, D. W., Haywood, J., Lean, J., Lowe, D. C., Myhre, G., Nganga, J., Prinn, R., Raga, G., Schulz, M., and Van Dorland, R.: Changes in Atmospheric Constituents and in Radiative Forcing, in: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </reference>
		<reference numeration="15" 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(D5), 8873â€“8892, 1995. </reference>
		<reference numeration="16" content_type="text"> Fuzzi, S., Andreae, M. O., Huebert, B. J., Kulmala, M., Bond, T. C., Boy, M., Doherty, S. J., Guenther, A., Kanakidou, M., Kawamura, K., Kerminen, V.-M., Lohmann, U., Russell, L. M., and PÃ¶schl, U.: Critical assessment of the current state of scientific knowledge, terminology, and research needs concerning the role of organic aerosols in the atmosphere, climate, and global change, Atmos. Chem. Phys., 6, 2017â€“2038, 2006. </reference>
		<reference numeration="17" content_type="text"> Gaydos, T. M., Stanier, C. O., and Pandis, S. N.: Modeling of in situ ultrafine atmospheric particle formation in the eastern United States, J. Geophys. Res., 110, D07S12, doi:10.1029/2004JD004683, 2005. </reference>
		<reference numeration="18" content_type="text"> Ghan, S. J. and Schwartz, S. E.: Aerosol properties and processes: A path from field and laboratory measurements to global climate models, Bull. Am. Meteor. Soc., 88, 1059â€“1083, 2007. </reference>
		<reference numeration="19" content_type="text"> Goto, D., Takemura, T., and Nakajima, T.: Importance of global aerosol modeling including secondary organic aerosol formed from monoterpene, J. Geophys. Res., 113, D07205, doi:10.1029/2007JD009019, 2008. </reference>
		<reference numeration="20" content_type="text"> Griffin, R. J., Cocker, D. R. III, Seinfeld, J. H., and Dabdud, D.: Estimate of global atmospheric organic aerosol from oxidation of biogenic hydrocarbons, Geophys. Res. Lett., 26, 2721â€“2724, 1999. </reference>
		<reference numeration="21" content_type="text"> Griffin, R. J., Dabdub, D., and Seinfeld, J. H.: Development and initial evaluation of a dynamic species-resolved model for gas phase chemistry and size-resolved gas/particle partitioning associated with secondary organic aerosol formation, J. Geophys. Res., 110, D05304, doi:10.1029/2004JD005219, 2005. </reference>
		<reference numeration="22" content_type="text"> Guillaume, B., Liousse, C., Rosset, R., Carchier, H., Van Velthoven, P., Bessagnet, B., and Poisson, N.: ORISAM-TM4: a new global sectional multi-component aerosol model including SOA formation â€“ Focus on carbonaceous BC and OC aerosols, Tellus, 59B, 283â€“302, 2007. </reference>
		<reference numeration="23" content_type="text"> Heald, C. L., Jacob, D. J., Park, R. J., Russell, L. M., Huebert, B. J., Seinfeld, J. H., Liao, J., and Weber, R. J.: A large organic aerosol source in the free troposphere missing from current models, Geophys. Res. Lett., 32, L18809, doi:10.1029/2005GL023831, 2005. </reference>
		<reference numeration="24" content_type="text"> Heintzenberg, J., Birmili, W., Wiedensohler, A., Nowak, A., and Tuch, T.: Structure, variability and persistence of the submicrometre marine aerosol, Tellus, 56B, 357â€“367, 2004. </reference>
		<reference numeration="25" content_type="text"> Henze, D. K. and Seinfeld, J. H.: Global secondary organic aerosol from isoprene oxidation. Geophys. Res. Lett., 33, L09812, doi:10.1029/2006GL025976, 2006. </reference>
		<reference numeration="26" content_type="text"> Hoose, C., Lohmann, U., Bennartz, R., Croft, B., and Lesins, G.: Global simulations of aerosol processing in clouds, Atmos. Chem. Phys., 8, 6939â€“6963, 2008. </reference>
		<reference numeration="27" content_type="text"> Hoyle, C. R., Berntsen, T., Myhre, G., and Isaksen, I. S. A.: Secondary organic aerosol in the global aerosol – chemical transport model Oslo CTM2, Atmos. Chem. Phys., 7, 5675â€“5694, 2007. </reference>
		<reference numeration="28" content_type="text"> Jones, A., Haywood, J. M., and Boucher, O.: Aerosol forcing, climate response and climate sensitivity in the Hadley Centre climate model, J. Geophys. Res., 112, D20211, doi:10.1029/2007JD008688, 2007. </reference>
		<reference numeration="29" content_type="text"> Kanakidou, M., Tsigaridis, K., Dentener, F., and Crutzen, P. J.: Human-activity-enhanced formation of organic aerosols by biogenic hydrocarbon oxidation, J. Geophys. Res., 105, 9243â€“9254, 2000. </reference>
		<reference numeration="30" 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, 1053â€“1123, 2005. </reference>
		<reference numeration="31" content_type="text"> Kazil, J., Lovejoy, E. R., Barth, M. C., and O&apos;Brien, K.: Aerosol nucleation over oceans and the role of galactic cosmic rays, Atmos. Chem. Phys., 6, 4905â€“4924, 2006. </reference>
		<reference numeration="32" content_type="text"> Kazil, J. and Lovejoy, E. R.: A semi-analytical method for calculating rates of new sulfate aerosol formation from the gas phase, Atmos. Chem. Phys., 7, 3447â€“3459, 2007. </reference>
		<reference numeration="33" content_type="text"> Kerminen, V.-M. and Kulmala, M.: Analytical formulae connecting the &quot;real&quot; and the &quot;apparent&quot; nucleation rate and the nuclei number concentration for atmospheric nucleation events, J. Aerosol Sci., 33, 609â€“622, 2002. </reference>
		<reference numeration="34" content_type="text"> Kerminen, V.-M., Anttila, T., Lehtinen, K. E. J., and Kulmala, M.: Parameterization for atmospheric new-particle formation: application to a system involving sulphuric acid and condensable water-soluble organic vapors, Aerosol Sci. Technol., 38, 1001â€“1008, 2004. </reference>
		<reference numeration="35" content_type="text"> Kerminen, V.-M., Lihavainen, H., Komppula, M., Viisanen, Y., and Kulmala, M.: Direct observational evidence linking atmospheric aerosol formation and cloud droplet activation. Geophys. Res. Lett. 32, L14803, doi:10.1029/2005GL023130, 2005. </reference>
		<reference numeration="36" content_type="text"> Komppula, M., Lihavainen, H., Hatakka, J., Paatero, J., Aalto, P., Kulmala, M., and Viisanen, Y.: Observations of new particle formation and size distributions at two different heights and surroundings in subarctic area in northern Finland, J. Geophys. Res., 108(D9), 4295, doi:10.1029/2002JD002939, 2003. </reference>
		<reference numeration="37" content_type="text"> Komppula M., Lihavainen, H., HyvÃ¤rinen, A.-P., Kerminen, V.-M., Panwar, T. S., Sharma, V. P., and Viisanen, Y.: Physical properties of aerosol particles at a Himalayan background site in India, submitted, J. Geophys. Res., 2008. </reference>
		<reference numeration="38" content_type="text"> Koponen, I. K., Virkkula, A., Hillamo, R., Kerminen, V.-M., and Kulmala, M.: Number size distributions and concentrations of the continental summer aerosols in Queen Maud Land, Antarctica, J. Geophys. Res., 108(D18), 4587, doi:10.1029/2003JD003614, 2003. </reference>
		<reference numeration="39" content_type="text"> Kuang, C., McMurry, P. H., McCormick, A. V., and Eisele, F. L.: Dependence of nucleation rates on sulfuric acid vapor concentration in diverse atmospheric locations, J. Geophys. Res., 113, D10209, doi:10.1029/2007JD009253, 2008. </reference>
		<reference numeration="40" content_type="text"> Kulmala, M., Pirjola, L., and MÃ¤kelÃ¤, J. M.: Stable sulphate clusters as a source of new atmospheric particles, Nature 404, 66â€“69, 2000. </reference>
		<reference numeration="41" content_type="text"> Kulmala, M., VehkamÃ¤ki, H., PetÃ¤jÃ¤, T., Dal Maso, M., Lauri, A., Kerminen, V.-M., Birmili, W., McMurry, P. H.: Formation and growth rates of ultrafine atmospheric particles: A review of observations, J. Aerosol Sci., 35, 143â€“176, 2004a. </reference>
		<reference numeration="42" content_type="text"> Kulmala, M., Kerminen, V.-M., Anttila, T., Laaksonen, A., and O&apos;Dowd, C. D.: Organic aerosol formation via sulphate cluster activation, J. Geophys. Res. 109(D4), 4205, doi:10.1029/2003JD003961, 2004b. </reference>
		<reference numeration="43" content_type="text"> Kulmala, M., Lehtinen, K. E. J., and Laaksonen, A.: Cluster activation theory as an explanation of the linear dependence between formation rate of 3nm particles and sulphuric acid concentration, Atmos. Chem. Phys., 6, 787â€“793, 2006. </reference>
		<reference numeration="44" content_type="text"> Kulmala, M., Riipinen, I., SipilÃ¤, M., Manninen, H. E., PetÃ¤jÃ¤, T., Junninen, H., Dal Maso, M., Mordas, G., Mirme, A., Vana, M., Hirsikko, A., Laakso, L., Harrison, R. M., Hanson, I., Leung, C., Lehtinen, K. E. J., and Kerminen, V.-M.: Toward direct measurement of atmospheric nucleation. Science 318, 89â€“92, doi:10.1126/science.1144124, 2007b. </reference>
		<reference numeration="45" content_type="text"> Laakso, L., Hussein, T., Aarnio, P., Komppula, M., Hiltunen, V., Viisanen, Y., and Kulmala, M..: Diurnal and annual characteristics of particle mass and number concentrations in urban, rural and Arctic environments in Finland. Atmos. Environ., 37, 2629â€“2641, doi:10.1016/S1352-2310(03)00206-1, 2003. </reference>
		<reference numeration="46" content_type="text"> Laaksonen, A. Hamed, A., Joutsensaari, J., Hiltunen, L., Cavalli, F., Junkermann, W., Asmi, A., Fuzzi, S., and Facchini, M. C.: Cloud condensation nucleus production from nucleation events at a highly polluted region. Geophys. Res. Lett., 32, L06812, doi:10.1029/2004GL022092, 2005. </reference>
		<reference numeration="47" content_type="text"> Lack, D. A., Tie, X. X., Bofinger, N. D., Wiegand, A. N., and Madronich, S.: Seasonal variability of secondary organic aerosol: A global modeling study, J. Geophys. Res., 109, D03203, doi:10.1029/2003JD003418, 2004. </reference>
		<reference numeration="48" content_type="text"> Lehtinen, K. E. J., Dal Maso, M., Kulmala, M., and Kerminen, V.-M.: Estimating nucleation rates from apparent particle formation rates and vice versa: Revised formulation of the Kerminen-Kulmala equation, J. Aerosol Sci., 38, 988â€“994, 2007. </reference>
		<reference numeration="49" content_type="text"> Lihavainen, H., Kerminen, V.-M., Komppula, M., Hatakka, J., Aaltonen, V., Kulmala, M., and Viisanen Y.: Production of &quot;potential&quot; cloud condensation nuclei associated with atmospheric newparticle formation in northern Finland, J. Geophys. Res., 108(D24), 4782, doi:10.1029/2003JD003887, 2003. </reference>
		<reference numeration="50" content_type="text"> Lin, H. and Leaitch, W. R.: Development of an in-cloud aerosol activation parameterization or climate modelling, in: Proceedings of the WMO Workshop on Measurement of Cloud Properties for Forecasts of Weather, Air Quality and Climate, World Meteorol. Organ., Geneva, 328â€“335, 1997. </reference>
		<reference numeration="51" content_type="text"> Liu, P. and Zhang, Y.: A computationally-efficient secondary organic aerosol module for three-dimensional air quality models, Atmos. Chem. Phys., 8, 3985â€“3998, 2008. </reference>
		<reference numeration="52" content_type="text"> Lohmann, U. and Feichter, J.: Global indirect aerosol effects: a review, Atmos. Chem. Phys., 5, 715â€“737, 2005. </reference>
		<reference numeration="53" content_type="text"> Lohmann, U., Stier, P., Hoose, C., Ferrachat, S., Kloster, S., Roeckner, E., and Zhang, J.: Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM, Atmos. Chem. Phys., 7, 3425â€“3446, 2007. </reference>
		<reference numeration="54" content_type="text"> Lucas, D. D. and Akimoto, H.: Evaluating aerosol nucleation parameterizations in a global atmospheric model, Geophys. Res. Lett., 33, L10808, doi:10.1029/2006GL025672, 2006. </reference>
		<reference numeration="55" content_type="text"> McMurry, P. H., Fink, M., Sakurai, H., Stolzenburg, M. R., Mauldin, R. L., Smith, J, Eisele, F., Moore, K., Sjostedt, S., Tanner, D., Huey, L. G., Nowak, J. B., Edgerton, E., and Voisin, D.: A criterion for new particle formation in the sulfur-rich Atlanta atmosphere, J. Geophys. Res., 110, D22S02, doi:10.1029/2005JD005901, 2005. </reference>
		<reference numeration="56" content_type="text"> Merikanto, J., Napari, I., VehkamÃ¤ki, H., Anttila, T., and Kulmala, M.: New parameterization of sulphuric acid-ammonia-water ternary nucleation rates at tropospheric conditions, J. Geophys. Res., 11, D15207, doi:10.1029/2006JD007977, 2007. </reference>
		<reference numeration="57" content_type="text"> Miles, N. L., Verlinde, J., and Clothiaux, E. E.: Cloud droplet size distributions in low-level stratiform clouds, J. Atmos. Sci. 57, 295â€“311, 2000. </reference>
		<reference numeration="58" content_type="text"> Modgil, M. S., Kumar S., Tripathi, S. N., and Lovejoy, E. R.: A parameterization of ion-induced nucleation of sulphuric acid and water for atmospheric conditions, J. Geophys. Res., 110, D19205, doi:10.1029/2004JD005475, 2005. </reference>
		<reference numeration="59" content_type="text"> Napari, I., Noppel, M., VehkamÃ¤ki, H., and Kulmala, M.: Parameterization of ternary nucleation rates for H2SO4-NH3-H2O vapors, J. Geophys. Res., 107(D19), 4381, doi:10.1029/2002JD002132, 2002. </reference>
		<reference numeration="60" content_type="text"> Ng, N. L., Chhabra, P. S., Chan, A. W. H., Surratt, J. D., Kroll, J. H., Kwan, A. J., McCabe, D. C., Wennberg, P. O., Sorooshian, A., Murphy, S. M., Dalleska, N. F., Flagan, R. C., and Seinfeld, J. H.: Effect of NO&lt;sub&gt;x&lt;/sub&gt; level on secondary organic aerosol (SOA) formation from the photooxidation of terpenes, Atmos. Chem. Phys., 7, 5159â€“5174, 2007. </reference>
		<reference numeration="61" content_type="text"> O&apos;Dowd, C. D., Geever, M., Hill, M. K., Smith, M. H., and Jennings S. G.: New Particle Formation: Nucleation Rates and Spatial Scales in the Clean Marine Coastal Environment, Geophys. Res. Lett., 25(10), 1661â€“1664, 1998. </reference>
		<reference numeration="62" content_type="text"> Penner, J. E., Quaas, J., Storelvmo, T., Takemura, T., Boucher, O., Guo, H., Kirkev&amp;aring;g, A., KristjÃ¡nsson, J. E., and Seland, Ã˜.: Model intercomparison of indirect aerosol effects, Atmos. Chem. Phys., 6, 3391â€“3405, 2006. </reference>
		<reference numeration="63" content_type="text"> Pierce, J. R., Chen, K., and Adams, P. J.: Contribution of primary carbonaceous aerosol to cloud condensation nuclei: processes and uncertainties evaluated with a global aerosol microphysics model, Atmos. Chem. Phys., 7, 5447â€“5466, 2007. </reference>
		<reference numeration="64" content_type="text"> Pun, B. K. and Seigneur, C.: Investigative modeling of new \mboxpathways for secondary organic aerosol formation, Atmos. Chem. Phys., 7, 2199â€“2216, 2007. </reference>
		<reference numeration="65" content_type="text"> Riipinen, I., Sihto, S.-L., Kulmala, M., Arnold, F., Dal Maso, M., Birmili, W., Saarnio, K., Teinilä, K., Kerminen, V.-M., Laaksonen, A., and Lehtinen, K. E. J.: Connections between atmospheric sulphuric acid and new particle formation during QUEST III–IV campaigns in Heidelberg and HyytiÃ¤lÃ¤, Atmos. Chem. Phys., 7, 1899â€“1914, 2007. </reference>
		<reference numeration="66" content_type="text"> Rissler, J., Vestin, A., Swietlicki, E., Fisch, G., Zhou, J., Artaxo, P., and Andreae, M. O.: Size distribution and hygroscopic properties of aerosol particles from dry-season biomass burning in Amazonia, Atmos. Chem. Phys., 6, 471â€“491, 2006. </reference>
		<reference numeration="67" 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, 1259â€“1262, 2007. </reference>
		<reference numeration="68" content_type="text"> Roelofs, G. J.: A GCM study of organic matter in marine aerosol and its potential contribution to cloud drop activation, Atmos. Chem. Phys., 8, 709â€“719, 2008. </reference>
		<reference numeration="69" content_type="text"> Shindell, D. T., Faluvegi, G., Bauer, S. E., Koch, D., Unger, N., Menon, S., Miller R. L., Schmidt, G. A, and Streets, D. G.: Climate response to projected changes in short-lived species under an A1B scenario from 2000â€“2050 in the GISS climate model, J. Geophys. Res., 112, D20103, doi:10.1029/2007JD008753, 2007. </reference>
		<reference numeration="70" content_type="text"> Sihto, S.-L., Kulmala, M., Kerminen, V.-M., Dal Maso, M., PetÃ¤jÃ¤, T., Riipinen, I., Korhonen, H., Arnold, F., Janson, R., Boy, M., Laaksonen, A., and Lehtinen, K. E. J.: Atmospheric sulphuric acid and aerosol formation: implications from atmospheric measurements for nucleation and early growth mechanisms, Atmos. Chem. Phys., 6, 4079â€“4091, 2006. </reference>
		<reference numeration="71" content_type="text"> Spracklen, D. V., Carslaw, K. S., Kulmala, M., Kerminen, V.-M., Mann, G. W., and Sihto, S.-L.: The contribution of boundary layer nucleation events to total particle concentrations on regional and global scales, Atmos. Chem. Phys., 6, 5631â€“5648, 2006. </reference>
		<reference numeration="72" content_type="text"> Spracklen, D. V., Carslaw, K. S., Kulmala, M., Kerminen, V.-M., Sihto, S.-L., Riipinen, I., Merikanto, J., Mann, G. W., Chipperfield, M. P., Wiedensohler, A., Birmili, W., and Lihavainen H.: Contribution of particle formation to global cloud condensation nuclei concentrations, Geophys. Res. Lett., 35, L06808, doi:10.1029/2007GL033038, 2008. </reference>
		<reference numeration="73" content_type="text"> Spracklen, D. V., Arnold, S. R., Sciare, J., Carslaw, K. S., and Pio, C. A.: Globally significant oceanic source of organic carbon aerosol, Geophys. Res. Lett., 35, L12811, doi:10.1029/2008GL033359, 2008b. </reference>
		<reference numeration="74" content_type="text"> Stier, P., Feichter, J., Kinne, S., Kloster, S., Vignati, E., Wilson, J., Ganzeveld, L., Tegen, I., Werner, M., Balkanski, Y., Schulz, M., Boucher, O., Minikin, A., and Petzold, A.: The aerosol-climate model ECHAM5-HAM, Atmos. Chem. Phys., 5, 1125â€“1156, 2005. </reference>
		<reference numeration="75" content_type="text"> StrÃ¶m, J., Umeg&amp;aring;rd, J., TÃ¸rseth, K., Tunved, P., Hansson, H.-C., HolmÃ©n, K., Wismann, V., Herber, A., and KÃ¶nig-Langlo, G.: One year of particle size distribution and aerosol chemical composition measurements at the Zeppelin Station, Svalbard, March 2000â€“March 2001, Phys. Chem. Earth, 28, 1181â€“1190, 2003. </reference>
		<reference numeration="76" content_type="text"> Suni, T., Kulmala, M., Hirsikko, A., Bergman, T., Laakso, L., Aalto, P. P., Leuning, R., Cleugh, H., Zegelin, S., Hughes, D., van Gorsel, E., Kitchen, M., Vana, M., HÃµrrak, U., Mirme, S., Mirme, A., Sevanto, S., Twining, J., and Tadros, C.: Formation and characteristics of ions and charged aerosol particles in a native Australian Eucalypt forest, Atmos. Chem. Phys., 8, 129â€“139, 2008. </reference>
		<reference numeration="77" content_type="text"> Svendby, T. M., Lazaridis, M., and Torseth, K.: Temperature dependent secondary organic aerosol formation from terpenes and aromatics, J. Atmos. Chem., 59, 25â€“46, 2008. </reference>
		<reference numeration="78" 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., Feichter, J., Fillmore, D., Ginoux, P., Gong, S., Grini, A., Hendricks, J., Horowitz, L., Huang, P., Isaksen, I. S. A., Iversen, T., 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. E., Pitari, G., Reddy, M. S., Seland, Ã˜., Stier, P., Takemura, T., and Tie, X.: The effect of harmonized emissions on aerosol properties in global models â€“ an AeroCom experiment, Atmos. Chem. Phys., 7, 4489â€“4501, 2007. </reference>
		<reference numeration="79" content_type="text"> Tulet, P., Grini, A., Grifin, R., J., and Peticol, S.: ORILAM-SOA: A computationally efficient model for predicting secondary organic aerosols in three-dimensional atmospheric models, J. Geophys. Res., 111, D23208, doi:10.1029/2006JD007152, 2006. </reference>
		<reference numeration="80" content_type="text"> Tsigaridis, K. and Kanakidou, M.: Global modelling of secondary organic aerosol in the troposphere: a sensitivity analysis, Atmos. Chem. Phys., 3, 1849â€“1869, 2003. </reference>
		<reference numeration="81" content_type="text"> VehkamÃ¤ki, H., Kulmala, M., Napari, I., Lehtinen, K. E. J., Timmreck, C., Noppel, M., and Laaksonen, A.: An improved parameterization for sulphuric acid-water nucleation rates for tropospheric and stratospheric conditions, J. Geophys. Res., 107(D22), 4622, doi:10.1029/2002JD2184, 2002. </reference>
		<reference numeration="82" content_type="text"> Vignati, E., Wilson, J., and Stier, P.: M7: An efficient size-resolved aerosol microphysics module for large-scale aerosol transport models, J. Geophys. Res., 109, D22202, doi:10.1029/2003JD004485, 2004. </reference>
		<reference numeration="83" 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, doi:10.1029/2006GL026899, 2006. </reference>
	</references>
</article>

