<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>GÃ¶ttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-10-10255-2010</article-id>
<title-group>
<article-title>The sensitivity of secondary organic aerosol component partitioning to  the predictions of component properties â€“ Part 1: A systematic evaluation of  some available estimation techniques</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>McFiggans</surname>
<given-names>G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Topping</surname>
<given-names>D. O.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Barley</surname>
<given-names>M. H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Centre for Atmospheric Sciences, School of Earth, Atmospheric and  Environmental Sciences, University of Manchester, Manchester, M13 9PL, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>03</day>
<month>11</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>21</issue>
<fpage>10255</fpage>
<lpage>10272</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/10255/2010/acp-10-10255-2010.html">This article is available from http://www.atmos-chem-phys.net/10/10255/2010/acp-10-10255-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/10255/2010/acp-10-10255-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/10255/2010/acp-10-10255-2010.pdf</self-uri>
<abstract>
<p>A large number of calculations of the absorptive partitioning of organic
compounds have been made using a number of methods to predict the component
vapour pressures, &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;0&lt;/sup&gt;, and activity coefficients, &lt;i&gt;Î³&lt;/i&gt;&lt;sub&gt;&lt;i&gt;i&lt;/i&gt;&lt;/sub&gt;, required in
the calculations. The sensitivities of the predictions in terms of the
condensed component masses, volatility, O:C ratio, molar mass and
functionality distributions to the choice of &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;0&lt;/sup&gt; and &lt;i&gt;Î³&lt;/i&gt;&lt;sub&gt;&lt;i&gt;i&lt;/i&gt;&lt;/sub&gt; models and
to the number of components to represent the organic mixture have been
systematically compared. The condensed component mass was found to be highly
sensitive to the vapour pressure model, and less sensitive to both the
activity coefficient model and the number of components used to represent the
mixture although the sensitivity to the change in property estimation method
increased substantially with increased simplification in the treatment of the
organic mixture. This was a general finding and was also clearly evident in
terms of the predicted component functionality, O:C ratio, molar mass and
volatility distributions of the condensed organic components. Within the
limitations of the study, this clearly demonstrates the requirement for more
accurate representation of the &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;0&lt;/sup&gt; and &lt;i&gt;Î³&lt;/i&gt;&lt;sub&gt;&lt;i&gt;i&lt;/i&gt;&lt;/sub&gt; of the semi-volatile
organic proxy components used in simplified models as the degree of
simplification increases. This presents an interesting paradox, since such
reduction in complexity necessarily leads to divergence from the complex
behaviour of real multicomponent atmospheric aerosol.</p>
</abstract>
<counts><page-count count="18"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Allan, J. D., Topping, D. O., Good, N., Irwin, M., Flynn, M., Williams, P. I., Coe, H., Baker, A. R., Martino, M., Niedermeier, N., Wiedensohler, A., Lehmann, S., MÃ¼ller, K., Herrmann, H., and McFiggans, G.: Composition and properties of atmospheric particles in the eastern Atlantic and impacts on gas phase uptake rates, Atmos. Chem. Phys., 9, 9299â€“9314, doi:10.5194/acp-9-9299-2009, 2009. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Aumont, B., Szopa, S., and Madronich, S.: Modelling the evolution of organic carbon during its gas-phase tropospheric oxidation: development of an explicit model based on a self generating approach, Atmos. Chem. Phys., 5, 2497â€“2517, doi:10.5194/acp-5-2497-2005, 2005. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Barley, M., Topping, D. O., Jenkin, M. E., and McFiggans, G.: Sensitivities of the absorptive partitioning model of secondary organic aerosol formation to the inclusion of water, Atmos. Chem. Phys., 9, 2919â€“2932, doi:10.5194/acp-9-2919-2009, 2009. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Barley, M. H. and McFiggans, G.: The critical assessment of vapour pressure estimation methods for use in modelling the formation of atmospheric organic aerosol, Atmos. Chem. Phys., 10, 749â€“767, doi:10.5194/acp-10-749-2010, 2010.  </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Bloss, C., Wagner, V., Bonzanini, A., Jenkin, M. E., Wirtz, K., Martin-Reviejo, M., and Pilling, M. J.: Evaluation of detailed aromatic mechanisms (MCMv3 and MCMv3.1) against environmental chamber data, Atmos. Chem. Phys., 5, 623â€“639, doi:10.5194/acp-5-623-2005, 2005.  </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bloss, C., Wagner, V., Jenkin, M. E., Volkamer, R., Bloss, W. J., Lee, J. D., Heard, D. E., Wirtz, K., Martin-Reviejo, M., Rea, G., Wenger, J. C., and Pilling, M. J.: Development of a detailed chemical mechanism (MCMv3.1) for the atmospheric oxidation of aromatic hydrocarbons, Atmos. Chem. Phys., 5, 641â€“664, doi:10.5194/acp-5-641-2005, 2005. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bloss, W., Lee, J., Johnson, G., Sommariva, R., Heard, D., Saiz-Lopez, A.,  Plane, J., McFiggans, G., Coe, H., Flynn, M., Williams, P., Rickard, A., and  Fleming, Z.: Impact of halogen monoxide chemistry upon boundary layer OH and  HO2 concentrations at a coastal site, Geophys. Res. Lett., 32, L06814,  \doi10.1029/2004GL022084, 2005. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Booth, A. M., Barley, M. H., Topping, D. O., McFiggans, G., Garforth, A., and Percival, C. J.: Solid state and sub-cooled liquid vapour pressures of substituted dicarboxylic acids using Knudsen Effusion Mass Spectrometry (KEMS) and Differential Scanning Calorimetry, Atmos. Chem. Phys., 10, 4879â€“4892, doi:10.5194/acp-10-4879-2010, 2010. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Camredon, M. and Aumont, B.: Assessment of vapor pressure estimation methods for secondary organic aerosol modeling, Atmos. Environ., 40, 2105â€“2116, 2006. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Capouet, M. and MÃ¼ller, J.-F.: A group contribution method for estimating the vapour pressures of ?-pinene oxidation products, Atmos. Chem. Phys., 6, 1455â€“1467, doi:10.5194/acp-6-1455-2006, 2006. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Clegg, S. L., Kleeman, M. J., Griffin, R. J., and Seinfeld, J. H.: Effects of uncertainties in the thermodynamic properties of aerosol components in an air quality model - Part 1: Treatment of inorganic electrolytes and organic compounds in the condensed phase, Atmos. Chem. Phys., 8, 1057â€“1085, doi:10.5194/acp-8-1057-2008, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Coe, H., Allan, J. D., Alfarra, M. R., Bower, K. N., Flynn, M. J., McFiggans, G. B., Topping, D. O., Williams, P. I., O&apos;Dowd, C. D., Dall&apos;Osto, M., Beddows, D. C. S., and Harrison, R. M.: Chemical and physical characteristics of aerosol particles at a remote coastal location, Mace Head, Ireland, during NAMBLEX, Atmos. Chem. Phys., 6, 3289â€“3301, doi:10.5194/acp-6-3289-2006, 2006. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Compernolle, S., Ceulemans, K., and Müller, J.-F.: Influence of non-ideality on condensation to aerosol, Atmos. Chem. Phys., 9, 1325â€“1337, doi:10.5194/acp-9-1325-2009, 2009.  </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Compernolle, S., Ceulemans, K., and MÃ¼ller, J.-F.: Technical Note: Vapor pressure estimation methods applied to secondary organic aerosol constituents from $\alpha$-pinene oxidation: an intercomparison study, Atmos. Chem. Phys., 10, 6271â€“6282, doi:10.5194/acp-10-6271-2010, 2010. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> DeCarlo, P F., Kimmel, J R., Trimborn, A., Northway, M J., Jayne, J T., Aiken, A C., Gonin, M., Fuhrer, K., Horvath, T., Docherty, K S., Worsnop, D R., and Jimenez, J L.: Field-deployable, high-resolution, time-of-ßight aerosol mass spectrometer, Anal. Chem., 78, 8281â€“8289, 2006. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Donahue, N M., Robinson, A L., Stanier, C O., and Pandis, S N.: Coupled partitioning, dilution, and chemical aging of semivolatile organics, Environ. Sci. Technol., 40, 2635â€“2643, 2006. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Emmerson, K. M., Carslaw, N., Carslaw, D. C., Lee, J. D., McFiggans, G., Bloss, W. J., Gravestock, T., Heard, D. E., Hopkins, J., Ingham, T., Pilling, M. J., Smith, S. C., Jacob, M., and Monks, P. S.: Free radical modelling studies during the UK TORCH Campaign in Summer 2003, Atmos. Chem. Phys., 7, 167â€“181, doi:10.5194/acp-7-167-2007, 2007.  </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> EPA: Estimation Programs Interface Suite for Microsoft Windows~v3.2, United States Environmental Protection Agency, Washington, DC, USA, 2009.  </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 1005â€“1013, 2004. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Fredenslund, A., Jones, R L., and Prausnitz, J M.: Group-Contribution Estimation of Activity-Coefficients in Nonideal Liquid-Mixtures, Aiche J., 21, 1086â€“1099, 1975. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Fuchs, N A. and Sutugin, A G.: Highly Dispersed Aerosols, Ann Arbor Science, Ann Arbor, Mich., 1971. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Goldstein, A H. and Galbally, I E.: Known and unexplored organic constituents in the earth&apos;s atmosphere, Envir. Sci. Tech., 41, 1514â€“1521, 2007. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Haggerstone, A., Carpenter, L., Carslaw, N., and McFiggans, G.: Improved model predictions of HO2 with gas to particle mass transfer rates calculated using aerosol number size distributions, J. Geophys. Res.-Atmos., 110, D04303, \doi10.1029/2004JD005282, 2005. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Hallquist, M., Wenger, J. C., Baltensperger, U., Rudich, Y., Simpson, D., Claeys, M., Dommen, J., Donahue, N. M., George, C., Goldstein, A. H., Hamilton, J. F., Herrmann, H., Hoffmann, T., Iinuma, Y., Jang, M., Jenkin, M. E., Jimenez, J. L., Kiendler-Scharr, A., Maenhaut, W., McFiggans, G., Mentel, Th. F., Monod, A., Prévôt, A. S. H., Seinfeld, J. H., Surratt, J. D., Szmigielski, R., and Wildt, J.: The formation, properties and impact of secondary organic aerosol: current and emerging issues, Atmos. Chem. Phys., 9, 5155â€“5236, doi:10.5194/acp-9-5155-2009, 2009. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Hamilton, J F., Lewis, A C., Carey, T J., and Wenger, J C.: Characterization of polar compounds and oligomers in secondary organic aerosol using liquid chromatography coupled to mass spectrometry, Anal. Chem., 80, 474â€“480, 2008. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 2352â€“2355, 1991. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C L., Jacob, D J., Park, R J., Russell, L M., Huebert, B J., Seinfeld, J H., Liao, H., and Weber, R J.: A large organic aerosol source in the free troposphere missing from current models, Geophys. Res. Lett., 32, L18809, \doi10.1029/2005GL023831, 2005. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, J. A., Docherty, K. S., Aiken, A. C., Cubison, M. J., Ulbrich, I. M., DeCarlo, P. F., Sueper, D., Jayne, J. T., Worsnop, D. R., Ziemann, P. J., and Jimenez, J. L.: Chemically-resolved aerosol volatility measurements from two megacity field studies, Atmos. Chem. Phys., 9, 7161â€“7182, doi:10.5194/acp-9-7161-2009, 2009. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Iinuma, Y., Boge, O., Gnauk, T., and Herrmann, H.: Aerosol-chamber study of the alpha-pinene/O-3 reaction: influence of particle acidity on aerosol yields and products, Atmos. Environ., 38, 761â€“773, 2004. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC: Intergovernmental Panel on Climate Change, Fourth Assessment Report, Working Group I Report &quot;The Physical Science Basis&quot; Chapter~2, Cambridge University Press, 2007. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Jang, M S. and Kamens, R M.: Atmospheric secondary aerosol formation by heterogeneous reactions of aldehydes in the presence of a sulfuric acid aerosol catalyst, Envir. Sci. Tech., 35, 4758â€“4766, 2001. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Joback, K G. and Reid, R C.: Estimation of Pure-Component Properties from Group-Contributions, Chem. Eng. Commun., 57, 233â€“243, 1987. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, D. and Marston, G.: The gas-phase ozonolysis of unsaturated volatile organic compounds in the troposphere, Chem. Soc. Rev., 37, 699â€“716, 2008. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Jonsson, A M., Hallquist, M., and Ljungstrom, E.: Impact of humidity on the ozone initiated oxidation of limonene, Delta(3)-carene, and alpha-pinene, Envir. Sci. Tech., 40, 188â€“194, 2006. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Kalberer, M., Paulsen, D., Sax, M., Steinbacher, M., Dommen, J., Prevot, A. S H., Fisseha, R., Weingartner, E., Frankevich, V., Zenobi, R., and Baltensperger, U.: Identification of polymers as major components of atmospheric organic aerosols, Science, 303, 1659â€“1662, 2004. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Kiss, G., Tombacz, E., Varga, B., Alsberg, T., and Persson, L.: Estimation of the average molecular weight of humic-like substances isolated from Þne atmospheric aerosol, Atmos. Environ., 37, 3783â€“3794, 2003. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Lewis, A C., Carslaw, N., Marriott, P J., Kinghorn, R M., Morrison, P., Lee, A L., Bartle, K D., and Pilling, M J.: A larger pool of ozone-forming carbon compounds in urban atmospheres, Nature, 405, 778â€“781, 2000. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Marcolli, C. and Peter, T.: Water activity in polyol/water systems: new UNIFAC parameterization, Atmos. Chem. Phys., 5, 1545â€“1555, doi:10.5194/acp-5-1545-2005, 2005. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Moller, B., Rarey, J., and Ramjugernath, D.: Estimation of the vapour pressure of non-electrolyte organic compounds via group contributions and group interactions, J. Mol. Liq., 143, 52â€“63, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Myrdal, P B. and Yalkowsky, S H.: Estimating pure component vapor pressures of complex organic molecules, Ind. Eng. Chem. Res., 36, 2494â€“2499, 1997. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Nannoolal, Y., Rarey, J., Ramjugernath, D., and Cordes, W.: Estimation of pure component properties Part 1. Estimation of the normal boiling point of non-electrolyte organic compounds via group contributions and group interactions, Fluid Phase Equilibr., 226, 45â€“63, 2004. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Nannoolal, Y., Rarey, J., and Ramjugernath, D.: Estimation of pure component properties. Part 3. Estimation of the vapor pressure of non-electrolyte organic compounds via group contributions and group interactions, Fluid Phase Equilibr., 269, 117â€“133, 2008. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 2580â€“2585, 1996. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow, J F.: An Absorption-Model of Gas-Particle Partitioning of Organic-Compounds in the Atmosphere, Atmos. Environ., 28, 185â€“188, 1994. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 2773â€“2796, 2008. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow, J F. and Chang, E I.: Variation in the sensitivity of predicted levels of atmospheric organic particulate matter (OPM), Environ. Sci. Technol., 42, 7321â€“7329, \doi10.1021/es8003377, 2008. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Pankow, J F., Seinfeld, J H., Asher, W E., and Erdakos, G B.: Modeling the formation of secondary organic aerosol, 1. Application of theoretical principles to measurements obtained in the alpha-pinene/, beta- pinene/, sabinene/, Delta(3)-carene/, and cyclohexene/ozone systems, Environ. Sci. Technol., 35, 1164â€“1172, 2001. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 4495â€“4501, 2001. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Raatikainen, T. and Laaksonen, A.: Application of several activity coefficient models to water-organic-electrolyte aerosols of atmospheric interest, Atmos. Chem. Phys., 5, 2475â€“2495, doi:10.5194/acp-5-2475-2005, 2005. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Schwartz, S E.: Mass-transport considerations pertinent to aqueous phase reactions of gases in liquid-water clouds, in: Chemistry of Multiphase Atmospheric Systems, edited by: Jaeschke, W., G6, NATO ASI Series, 1986. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> 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, Envir. Sci. Tech., 35, 1806â€“1817, 2001. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Sommariva, R., Bloss, W. J., Brough, N., Carslaw, N., Flynn, M., Haggerstone, A.-L., Heard, D. E., Hopkins, J. R., Lee, J. D., Lewis, A. C., McFiggans, G., Monks, P. S., Penkett, S. A., Pilling, M. J., Plane, J. M. C., Read, K. A., Saiz-Lopez, A., Rickard, A. R., and Williams, P. I.: OH and HO&lt;sub&gt;2&lt;/sub&gt; chemistry during NAMBLEX: roles of oxygenates, halogen oxides and heterogeneous uptake, Atmos. Chem. Phys., 6, 1135â€“1153, doi:10.5194/acp-6-1135-2006, 2006. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Stanier, C O., Pathak, R K., and Pandis, S N.: Measurements of the volatility of aerosols from alpha-piniene ozonolysis, Environ. Sci. Technol., 41, 2756â€“2763, 2007. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Stein, S E. and Brown, R L.: Estimation of Normal Boiling Points from Group Contributions, J. Chem. Inf. Comp. Sci., 34, 581â€“587, 1994. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Tong, C H., Clegg, S L., and Seinfeld, J H.: Comparison of activity coefficient models for atmospheric aerosols containing mixtures of electrolytes, organics, and water, Atmos. Environ., 42, 5459â€“5482, 2008. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Topping, D. O., McFiggans, G. B., and Coe, H.: A curved multi-component aerosol hygroscopicity model framework: Part 2 - Including organic compounds, Atmos. Chem. Phys., 5, 1223â€“1242, doi:10.5194/acp-5-1223-2005, 2005.  </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Wexler, A S. and Clegg, S L.: Atmospheric aerosol models for systems including the ions H$^+$, NH$_4^+$, Na+, SO$_4^2-$, NO$_3^-$,Cl$^-$, Br$^-$, and H&lt;sub&gt;2&lt;/sub&gt;O, J. Geophys. Res.-Atmos., 107, 4207, \doi10.1029/2001JD000451 , 2002. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Williams, B J., Goldstein, A H., Millet, D B., Holzinger, R., Kreisberg, N M., Hering, S V., White, A B., Worsnop, D R., Allan, J D., and Jimenez, J L.: Chemical speciation of organic aerosol during the International Consortium for Atmospheric Research on Transport and Transformation 2004: Results from in situ measurements, J. Geophys. Res.-Atmos., 112, D10S26, \doi10.1029/2006JD007601, 2007. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Yan, W D., Topphoff, M., Rose, C., and Gemhling, J.: Prediction of vapor-liquid equilibria in mixed-solvent electrolyte systems using the group contribution concept, Fluid Phase Equilibr., 162, 97â€“113, 1999. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Q., Jimenez, J L., Canagaratna, M R., Allan, J D., Coe, H., Ulbrich, I., Alfarra, M R., Takami, A., Middlebrook, A M., Sun, Y L., Dzepina, K., Dunlea, E., Docherty, K., DeCarlo, P F., Salcedo, D., Onasch, T., Jayne, J T., Miyoshi, T., Shimono, A., Hatakeyama, S., Takegawa, N., Kondo, Y., Schneider, J., Drewnick, F., Borrmann, S., Weimer, S., Demerjian, K., Williams, P., Bower, K., Bahreini, R., Cottrell, L., Griffin, R J., Rautiainen, J., Sun, J Y., Zhang, Y M., and Worsnop, D R.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes, Geophys. Res. Lett., 34, L13801, \doi10.1029/2007GL029979, 2007. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Zuend, A., Marcolli, C., Luo, B. P., and Peter, T.: A thermodynamic model of mixed organic-inorganic aerosols to predict activity coefficients, Atmos. Chem. Phys., 8, 4559â€“4593, doi:10.5194/acp-8-4559-2008, 2008.  </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Zuend, A., Marcolli, C., Peter, T., and Seinfeld, J. H.: Computation of liquid-liquid equilibria and phase stabilities: implications for RH-dependent gas/particle partitioning of organic-inorganic aerosols, Atmos. Chem. Phys., 10, 7795â€“7820, doi:10.5194/acp-10-7795-2010, 2010. </mixed-citation>
</ref>
</ref-list>
</back>
</article>