<?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>8</volume_number>
		<issue_number>5</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acpd-8-17061-2008</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/8/17061/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/8/17061/2008/acpd-8-17061-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/8/17061/2008/acpd-8-17061-2008.pdf</fulltext_pdf>
	<start_page>17061</start_page>
	<end_page>17093</end_page>
	<publication_date>2008-09-10</publication_date>
	<article_title content_type="html">Influence of non-ideality on aerosol growth</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>S. Compernolle</name>
			<email>steven.compernolle@aeronomie.be</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>K. Ceulemans</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>J.-F. Müller</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Belgian Institute for Space-aeronomy, Ringlaan 3, 1180 Brussels,  Belgium</affiliation>
	</affiliations>
	<abstract content_type="html">Secondary organic aerosol (SOA) is a complex mixture of water and
organic molecules. Its composition is determined by the presence of
semi-volatile or non-volatile compounds, their vapor pressure and
activity coefficient. The activity coefficient is a non-ideality effect
and is a complex function of SOA composition. In a previous publication,
the detailed chemical mechanism (DCM) for α-pinene oxidation
and subsequent aerosol formation BOREAM was presented. In this work,
we investigate with this DCM the impact of non-ideality by simulating
smog chamber experiments for α-pinene degradation and aerosol
formation. Several versions of the UNIFAC method are tested for this
purpose, and missing parameters for e.g. hydroperoxides and nitrates
are inferred from fittings to activity coefficient data generated
using the SPARC model. It turns out that for most experiments, non-ideality
has only a limited impact on the interaction between the organic molecules,
and therefore on SOA yields and composition, when water uptake is
ignored. Still, for ozonolysis experiments with low amounts of volatile
organic carbon (low-VOC), the UNIFAC parameterization of Raatikainen
et al. leads to significantly higher SOA yields (by up to a factor
1.6) compared to the ideal case and to other parameterizations. Water
uptake is model dependent, in the order: ideal&amp;gt;UNIFAC-Raatikainen&amp;gt;UNIFAC-Peng&amp;gt;UNIFAC-Hansen&amp;asymp;UNIFAC-Magnussen&amp;asymp;UNIFAC-Ming. In the absence of salt dissolution, phase splitting
from pure SOA is unlikely.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Asher, W E. and Pankow, J F.: Vapor pressure prediction for alkenoic and aromatic organic compounds by a UNIFAC-based group contribution method, Atmos. Environ., 40, 3588–3600, 2006. </reference>
		<reference numeration="2" content_type="text"> Asher, W E., Pankow, J F., Erdakos, G B., and Seinfeld, J H.: Estimating the vapor pressures of multi-functional oxygen-containing organic compounds using group contribution methods, Atmos. Environ., 36, 1483–1498, 2002. </reference>
		<reference numeration="3" content_type="text"> Benson, S.: Bond energies, J. Chem. Educ., 42, 502–18, 1965. </reference>
		<reference numeration="4" content_type="text"> Bondi, A.: Physical properties of molecular crystals, liquids, and glasses, Wiley, New York, 1968. </reference>
		<reference numeration="5" 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, \doi10.1029/2003GL019172, 2004. </reference>
		<reference numeration="6" content_type="text"> Bowman, F M. and Melton, J A.: Effect of activity coefficient models on predictions of secondary organic aerosol partitioning, J. Aerosol Sci., 35, 1415–1438, 2004. </reference>
		<reference numeration="7" content_type="text"> Capouet, M. and Müller, J.-F.: A group contribution method for estimating the vapour pressures of alpha-pinene oxidation products, Atmos. Chem. Phys., 6, 1455–1467, 2006. </reference>
		<reference numeration="8" content_type="text"> Capouet, M., Müller, J.-F., Ceulemans, K., Compernolle, S., Vereecken, L., and Peeters, J.: Modeling aerosol formation in alpha-pinene photooxidation experiments, J. Geophys. Res., 113, D02308, \doi10.1029/2007JD008995, 2008. </reference>
		<reference numeration="9" content_type="text"> Carreira, L A., Hilal, S., and Karickhoff, S W.: Estimation of chemical reactivity parameters and physical properties of organic molecules using SPARC, in: Theoretical and Computational Chemistry, Quantitative Treatment of Solute/Solvent Interactions, edited by Politzer, P. and Murray, J S., Elsevier Publishers, 1994. </reference>
		<reference numeration="10" content_type="text"> Chandramouli, B., Jang, M., and Kamens, R M.: Gas-particle partitioning of semi-volatile organics on organic aerosols using a predictive activity coefficient model: analysis of the effects of parameter choices on model performance, Atmos. Environ., 37, 853–864, 2003. </reference>
		<reference numeration="11" content_type="text"> Chang, E I. and Pankow, J F.: Prediction of activity coefficients in liquid aerosol particles containing organic compounds, dissolved inorganic salts, and water – Part 2: Consideration of phase separation effects by an X-UNIFAC model, Atmos. Environ., 40, 6422–6436, 2006. </reference>
		<reference numeration="12" content_type="text"> Chang, E I. and Pankow, J F.: Organic particulate matter formation at varying relative humidity using surrogate secondary and primary organic compounds with activity corrections in the condensed phase obtained using a method based on the Wilson equation, Atmos. Chem. Phys. Discuss., 8, 995–1039, 2008. </reference>
		<reference numeration="13" content_type="text"> Chattopadhyay, S. and Ziemann, P J.: Vapor pressures of substituted and unsubstituted monocarboxylic and dicarboxylic acids measured using an improved thermal desorption particle beam mass spectrometry method, Aerosol Sci. Tech., 39, 1085–1100, 2005. </reference>
		<reference numeration="14" content_type="text"> Cocker~III, D R., Clegg, S L., Flagan, R C., and Seinfeld, J H.: The effect of water on gas-particle partitioning of secondary organic aerosol. Part I: α-pinene/ozone system, Atmos. Environ., 35, 6049–6072, 2001. </reference>
		<reference numeration="15" content_type="text"> Cohen, M D., Flagan, R C., and Seinfeld, J H.: Studies of concentrated electrolyte-solutions using the electrodynamic balance .1. water activities for single-electrolyte solutions, J. Phys. Chem.-US, 91, 4563–4574, 1987. </reference>
		<reference numeration="16" content_type="text"> Cottrell, T L.: The strengths of chemical bonds, Butterworths Publications Ltd., London, http://www.wiredchemist.com/chemistry/data/bond_energies_lengths.html, 1958. </reference>
		<reference numeration="17" content_type="text"> Cruz, C. and Pandis, S.: Deliquescence and hygroscopic growth of mixed inorganic-organic atmospheric aerosol, Environ. Sci. Technol., 34, 4313–4319, 2000. </reference>
		<reference numeration="18" content_type="text"> Darwent, B.: Bond dissociation energies in simple molecules, Tech. rep., National Standard Reference Data System-National Bureau of Standards , No. 31, Washington, DC, 1970. </reference>
		<reference numeration="19" content_type="text"> Docherty, K S., Wu, W., Lim, Y B., and Ziemann, P J.: Contributions of organic peroxides to secondary aerosol formed from reactions of monoterpenes with O&lt;sub&gt;3&lt;/sub&gt;, Environ. Sci. Technol., 39, 4049–4059, 2005. </reference>
		<reference numeration="20" content_type="text"> Erdakos, G B. and Pankow, J F.: Gas/particle partitioning of neutral and ionizing compounds to single- and multi-phase aerosol particles. 2. Phase separation in liquid particulate matter containing both polar and low-polarity organic compounds, Atmos. Environ., 38, 1005–1013, 2004. </reference>
		<reference numeration="21" content_type="text"> Erdakos, G B., Asher, W E., Seinfeld, J H., and Pankow, J F.: Prediction of activity coefficients in liquid aerosol particles containing organic compounds, dissolved inorganic salts, and water - Part 1: Organic compounds and water by consideration of short- and long-range effects using X-UNIFAC.1, Atmos. Environ., 40, 6410–6421, 2006a. </reference>
		<reference numeration="22" content_type="text"> Erdakos, G B., Chang, E I., Pankow, J F., and Seinfeld, J H.: Prediction of activity coefficients in liquid aerosol particles containing organic compounds, dissolved inorganic salts, and water - Part 3: Organic compounds, water, and ionic constituents by consideration of short-, mid-, and long-range effects using X-UNIFAC.3, Atmos. Environ., 40, 6437–6452, 2006b. </reference>
		<reference numeration="23" content_type="text"> Fredenslund, A., Jones, R L., and Prausnitz, J M.: Group-contribution estimation of activity-coefficients in nonideal liquid-Mixtures, AICHE J., 21, 1086–1099, 1975. </reference>
		<reference numeration="24" content_type="text"> Hansen, H K., Rasmussen, P., Fredenslund, A., Schiller, M., and Gmehling, J.: Vapor-liquid-equilibria by unifac group contribution 5. Revision and extension, Ind. Eng. Chem. Res., 30, 2352–2355, 1991. </reference>
		<reference numeration="25" content_type="text"> Hilal, S H., Karickhoff, S W., and Carreira, L A.: Prediction of the vapor pressure boiling point, heat of vaporization and diffusion coefficient of organic compounds, QSAR Comb. Sci., 22, 565–574, 2003. </reference>
		<reference numeration="26" content_type="text"> Hilal, S H., Karickhoff, S W., and Carreira, L A.: Prediction of the solubility, activity coefficient and liquid/liquid partition coefficient of organic compounds, QSAR Comb. Sci., 23, 709–720, 2004. </reference>
		<reference numeration="27" content_type="text"> Hilal, S H., Bornander, L L., and Carreira, L A.: Hydration equilibrium constants of aldehydes, ketones and quinazolines, QSAR Comb. Sci., 24, 631–638, 2005.  </reference>
		<reference numeration="28" content_type="text"> Hilal, S H., Saravanaraj, A N., and Carreira, L A.: Air-liquid partition coefficient for a diverse set of organic compounds: Henry&apos;s law constant in water and hexadecane, Environ. Sci. Technol., in press, 2008. </reference>
		<reference numeration="29" content_type="text"> Jang, M. and Kamens, R M.: A thermodynamic approach for modeling partitioning of semivolatile organic compounds on atmospheric particulate matter: Humidity effects, Environ. Sci. Technol., 32, 1237–1243, 1998. </reference>
		<reference numeration="30" content_type="text"> Jenkin, M.: Modelling the formation and composition of secondary organic aerosol from alpha- and beta-pinene ozonolysis using MCM v3, Atmos. Chem. Phys., 4, 1741–1757, 2004. </reference>
		<reference numeration="31" content_type="text"> Kamens, R. and Jaoui, M.: Modeling aerosol formation from α-Pinene+NO$_\rm x$ in the presence of natural sunlight using gas-phase kinetics and gas-particle partitioning theory, Environ. Sci. Technol., 7, 1394–1405, 2001. </reference>
		<reference numeration="32" content_type="text"> Kamens, R., Jang, M., Chien, C.-J., and Leach, K.: Aerosol formation from the reaction of α-pinene and ozone using a gas-phase kinetics-aerosol partitioning model, Environ. Sci. Technol., 33, 1430–1438, 1999. </reference>
		<reference numeration="33" content_type="text"> Magnussen, T., Rasmussen, P., and Fredenslund, A.: Unifac parameter table for prediction of liquid-liquid equilibria, Ind. Eng. Chem. Proc. DD., 20, 331–339, 1981. </reference>
		<reference numeration="34" content_type="text"> Ming, Y. and Russell, L M.: Thermodynamic equilibrium of organic-electrolyte mixtures in aerosol particles, AICHE J., 48, 1331–1348, 2002. </reference>
		<reference numeration="35" content_type="text"> Ng, N L., Kroll, J H., Keywood, M D., Bahreini, R., Varutbangkul, V., Flagan, R C., Seinfeld, J H., Lee, A., and Goldstein, A H.: Contribution of first- versus second-generation products to secondary organic aerosols formed in the oxidation of biogenic hydrocarbons, Environ. Sci. Technol., 40, 2283–2297, 2006. </reference>
		<reference numeration="36" 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, 5159–5174, 2007. </reference>
		<reference numeration="37" content_type="text"> Nozière, B., Barnes, I., and Becker, K H.: Product study and mechanisms of the reactions of alpha-pinene and of pinonaldehyde with OH radicals, J. Geophys. Res., 104, 23 645–23 656, 1999. </reference>
		<reference numeration="38" content_type="text"> Odum, J R., Hoffmann, T., Bowman, F., Collins, D., Flagan, R C., and Seinfeld, J H.: Gas/particle partitioning and secondary organic aerosol yields, Environ. Sci. Technol., 30, 2580–2585, 1996.  </reference>
		<reference numeration="39" content_type="text"> Palen, E J., Allen, D T., Pandis, S N., Paulson, S E., Seinfeld, J H., and Flagan, R C.: Fourier transform infrared analysis of aerosol formed in the photo-oxidation of isoprene and β-pinene, Atmos. Environ., 26, 1239–1251, 1992. </reference>
		<reference numeration="40" content_type="text"> Pankow, J F.: An absorption model of gas/particle partitioning of organic compounds in the atmosphere., Atmos. Environ., 28, 185, \doi10.1016/1352-2310(94)90093-0, 1994.  </reference>
		<reference numeration="41" content_type="text"> Pankow, J. F. and Asher, W. E.: SIMPOL.1: a simple group contribution method for predicting vapor pressures and enthalpies of vaporization of multifunctional organic compounds, Atmos. Chem. Phys., 8, 2773–2796, 2008. </reference>
		<reference numeration="42" content_type="text"> Parsons, M T., Knopf, D A., and Bertram, A K.: Deliquescence and crystallization of ammonium sulfate particles internally mixed with water-soluble organic compounds, J. Phys. Chem. A, 108, 11 600–11 608, \doi10.1021/jp0462862, 2004. </reference>
		<reference numeration="43" content_type="text"> Peng, C., Chan, M N., and Chan, C K.: The hygroscopic properties of dicarboxylic and multifunctional acids: Measurements and UNIFAC predictions, Environ. Sci. Technol., 35, 4495–4501, 2001. </reference>
		<reference numeration="44" content_type="text"> Presto, A., HuffHartz, K., and Donahue, N.: Secondary organic aerosol production from terpene ozonolysis. 2. Effect of NO&lt;sub&gt;x&lt;/sub&gt; concentration, Environ. Sci. Technol., 39, 046–7054, 2005. </reference>
		<reference numeration="45" content_type="text"> Raatikainen, T. and Laaksonen, A.: Application of several activity coefficient models to water-organic-electrolyte aerosols of atmospheric interest, Atmos. Chem. Phys., 5, 2475–2495, 2005. </reference>
		<reference numeration="46" content_type="text"> Sandu, A. and Sander, R.: KPP-2.1 User&apos;s Manual, Tech. rep., Virginia Polytechnic Institute and State University Max-Planck Institute of Chemistry, 2005. </reference>
		<reference numeration="47" content_type="text"> Seinfeld, J H., Erdakos, G B., Asher, W E., and Pankow, J F.: Modeling the formation of secondary organic aerosol (SOA). 2. The predicted effects of relative humidity on aerosol formation in the alpha-pinene-, beta-pinene-, sabinene-, Delta(3)-Carene-, and cyclohexene-ozone systems, Environ. Sci. Technol., 35, 1806–1817, 2001. </reference>
		<reference numeration="48" content_type="text"> Shilling, J E., Chen, Q., King, S M., Rosenoern, T., Kroll, J H., Worsnop, D R., McKinney, K A., and Martin, S T.: Particle mass yield in secondary organic aerosol formed by the dark ozonolysis of α-pinene, Atmos. Chem. Phys., 8, 2073–2088, 2008. </reference>
		<reference numeration="49" content_type="text"> Takekawa, H., Minoura, H., and Yamazaki, S.: Temperature dependence of secondary organic aerosol formation by photo-oxidation of hydrocarbons, Atmos. Environ., 37, 3413–3424, 2003.  </reference>
		<reference numeration="50" content_type="text"> Tang, I.: Deliquescence properties and particle size change of hygroscopic aerosols, in: Symposium on biological studies of environmental pollutants: aerosol generation and exposure facilities, Honolulu, HI, USA, 1 April, 1979. </reference>
	</references>
</article>

