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<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>
<abbrev-journal-title abbrev-type="nlm-ta">Atmos. Chem. Phys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-10-5047-2010</article-id>
<title-group>
<article-title>The hygroscopicity parameter (κ) of ambient organic aerosol at a field site subject to biogenic and anthropogenic influences: relationship to degree of aerosol oxidation</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Chang</surname>
<given-names>R. Y.-W.</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>Slowik</surname>
<given-names>J. 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>Shantz</surname>
<given-names>N. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vlasenko</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Liggio</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sjostedt</surname>
<given-names>S. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Leaitch</surname>
<given-names>W. R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Abbatt</surname>
<given-names>J. P. D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Chemistry, University of Toronto, Toronto, Canada</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Science and Technology Branch, Environment Canada, Downsview, Canada</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>now at: Science and Technology Branch, Environment Canada,  Downsview, Canada</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>06</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>11</issue>
<fpage>5047</fpage>
<lpage>5064</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2010 R. Y.-W. Chang et al.</copyright-statement>
<copyright-year>2010</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://acp.copernicus.org/articles/10/5047/2010/acp-10-5047-2010.html">This article is available from https://acp.copernicus.org/articles/10/5047/2010/acp-10-5047-2010.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/10/5047/2010/acp-10-5047-2010.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/10/5047/2010/acp-10-5047-2010.pdf</self-uri>
<abstract>
<p>Cloud condensation nuclei (CCN) concentrations were measured at Egbert, a
rural site in Ontario, Canada during the spring of 2007. The CCN
concentrations were compared to values predicted from the aerosol chemical
composition and size distribution using κ-Köhler theory, with the
specific goal of this work being to determine the hygroscopic parameter
(κ) of the oxygenated organic component of the aerosol, assuming that
oxygenation drives the hygroscopicity for the entire organic fraction of the
aerosol. The hygroscopicity of the oxygenated fraction of the organic
component, as determined by an Aerodyne aerosol mass spectrometer (AMS), was
characterised by two methods. First, positive matrix factorization (PMF) was
used to separate oxygenated and unoxygenated organic aerosol factors. By
assuming that the unoxygenated factor is completely non-hygroscopic and by
varying κ of the oxygenated factor so that the predicted and measured
CCN concentrations are internally consistent and in good agreement, κ
of the oxygenated organic factor was found to be 0.22&amp;plusmn;0.04 for the
suite of measurements made during this five-week campaign. In a second,
equivalent approach, we continue to assume that the unoxygenated component of
the aerosol, with a mole ratio of atomic oxygen to atomic carbon (O/C)
≈ 0, is completely non-hygroscopic, and we postulate a simple linear
relationship between κ&lt;sub&gt;org&lt;/sub&gt; and O/C. Under these assumptions, the
κ of the entire organic component for bulk aerosols measured by the
AMS can be parameterised as κ&lt;sub&gt;org&lt;/sub&gt;=(0.29&amp;plusmn;0.05)·(O/C), for the range of O/C observed in
this study (0.3 to 0.6). These results are averaged over our five-week study
at one location using only the AMS for composition analysis. Empirically, our
measurements are consistent with κ&lt;sub&gt;org&lt;/sub&gt; generally increasing with
increasing particle oxygenation, but high uncertainties preclude us from
testing this hypothesis. Lastly, we examine select periods of different
aerosol composition, corresponding to different air mass histories, to
determine the generality of the campaign-wide findings described above.</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">Abbatt, J., Broekhuizen, K., and Pradeep&amp;nbsp;Kumar, P.: Cloud condensation nucleus activity of internally mixed ammonium sulfate/organic acid aerosol particles, Atmos. Environ., 39, 4767–4778, 2005.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Aiken, A.&amp;nbsp;C., DeCarlo, P.&amp;nbsp;F., and Jimenez, J.&amp;nbsp;L.: Elemental Analysis of Organic Species with Electron Ionization High-Resolution Mass Spectrometry, Anal. Chem., 79, 8350–8353, 2007.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Aiken, A.&amp;nbsp;C., Decarlo, P.&amp;nbsp;F., Kroll, J.&amp;nbsp;H., Worsnop, D.&amp;nbsp;R., Huffman, J.&amp;nbsp;A., Docherty, K.&amp;nbsp;S., Ulbrich, I.&amp;nbsp;M., Mohr, C., Kimmel, J.&amp;nbsp;R., Sueper, D., Sun, Y., Zhang, Q., Trimborn, A., Northway, M., Ziemann, P.&amp;nbsp;J., Canagaratna, M.&amp;nbsp;R., Onasch, T.&amp;nbsp;B., Alfarra, M.&amp;nbsp;R., Prévôt, A. S.&amp;nbsp;H., Dommen, J., J., D., Metzger, A., Baltensperger, U., and Jimenez, J.&amp;nbsp;L.: O/C and OM/OC ratios of primary, secondary, and ambient organic aerosols with high-resolution time-of-flight aerosol mass spectrometry, Environ. Sci. Technol., 42, 4478–4485, 2008.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Albrecht, B.: Aerosols, Cloud Microphysics, and Fractional Cloudiness, Science, 245, 1227–1230, 1989.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Allan, J. D., Williams, P. I., Morgan, W. T., Martin, C. L., Flynn, M. J., Lee, J., Nemitz, E., Phillips, G. J., Gallagher, M. W., and Coe, H.: Contributions from transport, solid fuel burning and cooking to primary organic aerosols in two UK cities, Atmos. Chem. Phys., 10, 647–668, https://doi.org/10.5194/acp-10-647-2010, 2010.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Bilde, M. and Svenningsson, B.: CCN activation of slightly soluble organics: the importance of small amounts of inorganic salt and particle phase, Tellus B, 56, 128–134, 2004.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Broekhuizen, K., Pradeep&amp;nbsp;Kumar, P., and Abbatt, J. P.&amp;nbsp;D.: Partially soluble organics as cloud condensation nuclei: Role of trace soluble and surface active species, Geophys. Res. Lett., 31, L01107, https://doi.org/10.1029/2003GL018203, 2004{a}.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Broekhuizen, K., Chang, R.Y.-W., Leaitch, W. R., Li, S.-M., and Abbatt, J. P. D.: Closure between measured and modeled cloud condensation nuclei (CCN) using size-resolved aerosol compositions in downtown Toronto, Atmos. Chem. Phys., 6, 2513–2524, https://doi.org/10.5194/acp-6-2513-2006, 2006.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Broekhuizen, K.&amp;nbsp;E., Thornberry, T., Pradeep&amp;nbsp;Kumar, P., and Abbatt, J. P.&amp;nbsp;D.: Formation of cloud condensation nuclei by oxidative processing: Unsaturated fatty acids, J. Geophys. Res., 109, D24206, https://doi.org/10.1029/2004JD005298, 2004{b}.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Chan, T. W., Huang, L., Leaitch, W. R., Sharma, S., Brook, J. R., Slowik, J. G., Abbatt, J. P. D., Brickell, P. C., Liggio, J., Li, S.-M., and Moosmüller, H.: Observations of OM/OC and specific attenuation coefficients (SAC) in ambient fine PM at a rural site in central Ontario, Canada, Atmos. Chem. Phys., 10, 2393–2411, https://doi.org/10.5194/acp-10-2393-2010, 2010.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Chang, R.-W., Liu, P., Leaitch, W., and Abbatt, J.: Comparison between measured and predicted CCN concentrations at Egbert, Ontario: Focus on the organic aerosol fraction at a semi-rural site, Atmos. Environ., 41, 8172–8182, 2007.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Chung, S.&amp;nbsp;H. and Seinfeld, J.&amp;nbsp;H.: Global distribution and climate forcing of carbonaceous aerosols, J. Geophys. Res., 107(D19), 4407, https://doi.org/10.1029/2001JD001397, 2002.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Clegg, S., Milioto, S., and Palmer, D.: Osmotic and Activity Coefficients of Aqueous (NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; as a Function of Temperature, and Aqueous (NH&lt;sub&gt;4&lt;/sub&gt;)&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt;-H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt; Mixtures at 298.15 K and 323.15 K, J. Chem. Eng. Data, 41, 455–467, 1996.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Clegg, S., Brimblecombe, P., and Wexler, A.: A thermodynamic model of the system H&lt;sup&gt;+&lt;/sup&gt;-NH&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;+&lt;/sup&gt;-Na&lt;sup&gt;+&lt;/sup&gt;-SO&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;2-&lt;/sup&gt;-NO&lt;sub&gt;3&lt;/sub&gt;&lt;sup&gt;-&lt;/sup&gt;-Cl&lt;sup&gt;-&lt;/sup&gt;-H$_{% 2}$O at 298.15 K, J. Phys. Chem. A, 102, 2155–2171, 1998.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Cooke, W.&amp;nbsp;F. and Wilson, J. J.&amp;nbsp;N.: A global black carbon aerosol model, J. Geophys. Res., 101, 19395–19409, 1996.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Cubison, M. J., Ervens, B., Feingold, G., Docherty, K. S., Ulbrich, I. M., Shields, L., Prather, K., Hering, S., and Jimenez, J. L.: The influence of chemical composition and mixing state of Los Angeles urban aerosol on CCN number and cloud properties, Atmos. Chem. Phys., 8, 5649–5667, https://doi.org/10.5194/acp-8-5649-2008, 2008.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Cylinder Lube 1000: Cylinder Lube 1000, MSDS NO. NOC7485, NOCO Energy Corp., online available at: \urlprefix&lt;a href=&quot;http://www.noco.com/NOCO-MSDS/Cylinder_Lube_1000.htm&quot;&gt;http://www.noco.com/NOCO-MSDS/Cylinder_Lube_1000.htm&lt;/a&gt;, access: 16 February 2010, 2008.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">de&amp;nbsp;Gouw, J. and Warneke, C.: Measurements of volatile organic compounds in the earths atmosphere using proton-transfer-reaction mass spectrometry, Mass Spec. Rev., 26, 223–257, 2007.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">de&amp;nbsp;Gouw, J.&amp;nbsp;A., Middlebrook, A.&amp;nbsp;M., Warneke, C., Goldan, P.&amp;nbsp;D., Kuster, W.&amp;nbsp;C., Roberts, J.&amp;nbsp;M., Fehsenfeld, F.&amp;nbsp;C., Worsnop, D.&amp;nbsp;R., Canagaratna, M.&amp;nbsp;R., Pszenny, A. A.&amp;nbsp;P., Keene, W.&amp;nbsp;C., Marchewka, M., Bertman, S.&amp;nbsp;B., and Bates, T.&amp;nbsp;S.: Budget of organic carbon in a polluted atmosphere: Results from the New England Air Quality Study in 2002, J. Geophys. Res., 110, D16305, https://doi.org/10.1029/2004JD005623, 2005.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Draxler, R.&amp;nbsp;R. and Rolph, G.&amp;nbsp;D.: HYSPLIT (HYbrid Single-Particle Lagrangian Integrated Trajectory) Model access via NOAA ARL READY Website (&lt;a href=&quot;http://www.arl.noaa.gov/ready/hysplit4.html&quot;&gt;http://www.arl.noaa.gov/ready/hysplit4.html&lt;/a&gt;), access: 21 September 2009, 2003.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Drewnick, F., Hings, S.&amp;nbsp;S., DeCarlo, P., Jayne, J.&amp;nbsp;T., Gonin, M., Fuhrer, K., Weimer, S., Jimenez, J.&amp;nbsp;L., Demerjian, K.&amp;nbsp;L., Borrmann, S., and Worsnop, D.&amp;nbsp;R.: A new time-of-flight aerosol mass spectrometer (TOF-AMS) - Instrument description and first field deployment, Aerosol Sci. Technol., 39, 637–658, 2005.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Duplissy, J., Gysel, M., Alfarra, M.&amp;nbsp;R., Dommen, J., Metzger, A., Prévôt, A. S.&amp;nbsp;H., Weingartner, E., Laaksonen, A., Raatikainen, T., Good, N., Turner, S.&amp;nbsp;F., McFiggans, G., and Baltensperger, U.: Cloud forming potential of secondary organic aerosol under near atmospheric conditions, Geophys. Res. Lett., 35, L03818, https://doi.org/10.1029/2007GL031075, 2008.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Engelhart, G. J., Asa-Awuku, A., Nenes, A., and Pandis, S. N.: CCN activity and droplet growth kinetics of fresh and aged monoterpene secondary organic aerosol, Atmos. Chem. Phys., 8, 3937–3949, https://doi.org/10.5194/acp-8-3937-2008, 2008.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Ervens, B., Cubison, M., Andrews, E., Feingold, G., Ogren, J.&amp;nbsp;A., Jimenez, J.&amp;nbsp;L., DeCarlo, P.&amp;nbsp;F., and Nenes, A.: Prediction of cloud condensation nucleus number concentration using measurements of aerosol size distributions and composition and light scattering enhancement due to humidity, J. Geophys. Res., 112, D10S32, https://doi.org/10.1029/2006JD007426, 2007.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Ervens, B., Cubison, M. J., Andrews, E., Feingold, G., Ogren, J. A., Jimenez, J. L., Quinn, P. K., Bates, T. S., Wang, J., Zhang, Q., Coe, H., Flynn, M., and Allan, J. D.: CCN predictions using simplified assumptions of organic aerosol composition and mixing state: a synthesis from six different locations, Atmos. Chem. Phys., 10, 4795–4807, https://doi.org/10.5194/acp-10-4795-2010, 2010.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Farmer, D.&amp;nbsp;K., Matsunaga, A., Docherty, K.&amp;nbsp;S., Surratt, J.&amp;nbsp;D., Seinfeld, J.&amp;nbsp;H., Ziemann, P.&amp;nbsp;J., and Jimenez, J.&amp;nbsp;L.: Response of an aerosol mass spectrometer to organonitrates and organosulfates and implications for atmospheric chemistry, P. Natl. Acad. Sci., 107(15), 6670–6675, &lt;a href=&quot;http://dx.doi.org/10.1073/pnas.0912340107&quot;&gt;https://doi.org/10.1073/pnas.0912340107&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">George, I. J. and Abbatt, J. P. D.: Chemical evolution of secondary organic aerosol from OH-initiated heterogeneous oxidation, Atmos. Chem. Phys. Discuss., 10, 3265–3300, https://doi.org/10.5194/acpd-10-3265-2010, 2010.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">George, I.&amp;nbsp;J., Chang, R. Y.-W., Danov, V., Vlasenko, A., and Abbatt, J. P.&amp;nbsp;D.: Modification of cloud condensation nucleus activity of organic aerosols by hydroxyl radical heterogeneous oxidation, Atmos. Environ., 43, 5038–5045, 2009.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Gunthe, S. S., King, S. M., Rose, D., Chen, Q., Roldin, P., Farmer, D. K., Jimenez, J. L., Artaxo, P., Andreae, M. O., Martin, S. T., and Pöschl, U.: Cloud condensation nuclei in pristine tropical rainforest air of Amazonia: size-resolved measurements and modeling of atmospheric aerosol composition and CCN activity, Atmos. Chem. Phys., 9, 7551–7575, https://doi.org/10.5194/acp-9-7551-2009, 2009.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Jacobson, M.&amp;nbsp;C., Hansson, H.-C., Noone, K.&amp;nbsp;J., and Charlson, R.&amp;nbsp;J.: Organic Atmospheric Aerosols: Review and State of the Science, Rev. Geophys., 38, 267–294, 2000.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Jayne, J., Leard, D., Zhang, X., Davidovits, P., Smith, K., Kolb, C., and Worsnop, D.: Development of an Aerosol Mass Spectrometer for Size and Composition Analysis of Submicron Particles, Aerosol Sci. Tech., 33, 49–70, 2000.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Jimenez, J., Jayne, J., Shi, Q., Kolb, C., Worsnop, D., Yourshaw, I., Seinfeld, J., Flagan, R., Zhang, X., Smith, K., Morris, J., and Davidovits, P.: Ambient aerosol sampling using the Aerodyne Aerosol Mass Spectrometer, J. Geophys. Res., 108(D7), 8425, https://doi.org/10.1029/2001JD001213, 2003.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Jimenez, J.&amp;nbsp;L., Canagaratna, M.&amp;nbsp;R., Donahue, N.&amp;nbsp;M., Prévôt, A. S.&amp;nbsp;H., Zhang, Q., Kroll, J.&amp;nbsp;H., DeCarlo, P.&amp;nbsp;F., Allan, J.&amp;nbsp;D., Coe, H., Ng, N.&amp;nbsp;L., Aiken, A.&amp;nbsp;C., Docherty, K.&amp;nbsp;S., Ulbrich, I.&amp;nbsp;M., Grieshop, A.&amp;nbsp;P., Robinson, A.&amp;nbsp;L., Duplissy, J., Smith, J.&amp;nbsp;D., Wilson, K.&amp;nbsp;R., Lanz, V.&amp;nbsp;A., Hueglin, C., Sun, Y.&amp;nbsp;L., Tian, J., Laaksonen, A., Raatikainen, T., Rautiainen, J., Vaattovaara, P., Ehn, M., Kulmala, M., Tomlinson, J.&amp;nbsp;M., Collins, D.&amp;nbsp;R., Cubison, M.&amp;nbsp;J., , Dunlea, E.&amp;nbsp;J., Huffman, J.&amp;nbsp;A., Onasch, T.&amp;nbsp;B., Alfarra, M.&amp;nbsp;R., Williams, P.&amp;nbsp;I., Bower, K., Kondo, Y., Schneider, J., Drewnick, F., Borrmann, S., Weimer, S., Demerjian, K., Salcedo, D., Cottrell, L., Griffin, R., Takami, A., Miyoshi, T., Hatakeyama, S., Shimono, A., Sun, J.&amp;nbsp;Y., Zhang, Y.&amp;nbsp;M., Dzepina, K., Kimmel, J.&amp;nbsp;R., Sueper, D., Jayne, J.&amp;nbsp;T., Herndon, S.&amp;nbsp;C., Trimborn, A.&amp;nbsp;M., Williams, L.&amp;nbsp;R., Wood, E.&amp;nbsp;C., Middlebrook, A.&amp;nbsp;M., Kolb, C.&amp;nbsp;E., Baltensperger, U., and Worsnop, D.&amp;nbsp;R.: Evolution of Organic Aerosols in the Atmosphere, Science, 326, 1525–1529, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1180353&quot;&gt;https://doi.org/10.1126/science.1180353&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Jurányi, Z., Gysel, M., Duplissy, J., Weingartner, E., Tritscher, T., Dommen, J., Henning, S., Ziese, M., Kiselev, A., Stratmann, F., George, I., and Baltensperger, U.: Influence of gas-to-particle partitioning on the hygroscopic and droplet activation behaviour of α-pinene secondary organic aerosol, Phys. Chem. Chem. Phys., 11, 8091–8097, 2009.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Köhler, H.: The nucleus in and the growth of hygroscopic droplets, Trans. Faraday Soc., 32, 1152–1161, 1936.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Kostenidou, E., Pathak, R.&amp;nbsp;K., and Pandis, S.&amp;nbsp;N.: An Algorithm for the Calculation of Secondary Organic Aerosol Density Combining AMS and SMPS Data, Aerosol Sci. Tech., 41, 1002–1010, 2007.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Kostenidou, E., Lee, B.&amp;nbsp;H., Engelhart, G.&amp;nbsp;J., Pierce, J.&amp;nbsp;R., and Pandis, S.&amp;nbsp;N.: Mass Spectra Deconvolution of Low, Medium, and High Volatility Biogenic Secondary Organic Aerosol, Environ. Sci. Technol., 43, 4884–4889, 2009.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Lance, S., Nenes, A., Mazzoleni, C., Dubey, M.&amp;nbsp;K., Gates, H., Varutbangkul, V., Rissman, T.&amp;nbsp;A., Murphy, S.&amp;nbsp;M., Sorroshian, A., Flagan, R.&amp;nbsp;C., Seinfeld, J.&amp;nbsp;H., and Jonsson, H.&amp;nbsp;H.: Cloud condensation nuclei activity, closure, and droplet growth kinetics of Houston aerosol during the Gulf of Mexico Atmospheric Composition and Climate Study (GoMACCS), J. Geophys. Res., 114, D00F15, https://doi.org/10.1029/2008JD011699, 2009.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Lanz, V. A., Alfarra, M. R., Baltensperger, U., Buchmann, B., Hueglin, C., and Prévôt, A. S. H.: Source apportionment of submicron organic aerosols at an urban site by factor analytical modelling of aerosol mass spectra, Atmos. Chem. Phys., 7, 1503–1522, https://doi.org/10.5194/acp-7-1503-2007, 2007.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Lohmann, U., Feichter, J., Chuang, C.&amp;nbsp;C., and Penner, J.&amp;nbsp;E.: Prediction of the number of cloud droplets in the ECHAM GCM, J. Geophys. Res., 104, 9169–9198, 1999.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">McFiggans, G., Alfarra, M.&amp;nbsp;R., Allan, J., Bower, K., Coe, H., Cubison, M., Topping, D., Williams, P., Decesari, S., Facchini, C., and Fuzzi, S.: Simplification of the representation of the organic component of atmospheric particulates, Faraday Discuss., 130, 341–362, 2005.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Medina, J., Nenes, A., Sotiropoulou, R.-E.&amp;nbsp;P., Cottrell, L.&amp;nbsp;D., Ziemba, L.&amp;nbsp;D., Beckman, P.&amp;nbsp;J., and Griffin, R.&amp;nbsp;J.: Cloud condensation nuclei closure during the International Consortium for Atmospheric Research on Transport and Transformation 2004 campaign: Effects of size-resolved composition, J. Geophys. Res., 112, D10S31, https://doi.org/10.1029/2006JD007588, 2007.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Ng, N. L., Canagaratna, M. R., Zhang, Q., Jimenez, J. L., Tian, J., Ulbrich, I. M., Kroll, J. H., Docherty, K. S., Chhabra, P. S., Bahreini, R., Murphy, S. M., Seinfeld, J. H., Hildebrandt, L., Donahue, N. M., DeCarlo, P. F., Lanz, V. A., Prévôt, A. S. H., Dinar, E., Rudich, Y., and Worsnop, D. R.: Organic aerosol components observed in Northern Hemispheric datasets from Aerosol Mass Spectrometry, Atmos. Chem. Phys., 10, 4625–4641, https://doi.org/10.5194/acp-10-4625-2010, 2010.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Paatero, P.: Least squares formulation of robus non-negative factor analysis, Chemometr. Intell. Lab., 37, 23–35, 1997.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Paatero, P. and Tapper, U.: Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, 5, 111–126, 1994.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Petters, M., Carrico, C., Kreidenweis, S.&amp;nbsp;M., Prenni, A., DeMott, P., Collett, J., and Moosmuller, H.: Cloud Condensation Nucleation Activity of Biomass Burning Aerosol, J. Geophys. Res., 114, D22205, https://doi.org/10.1029/2009JD012353, 2009{a}.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Petters, M. D. and Kreidenweis, S. M.: A single parameter representation of hygroscopic growth and cloud condensation nucleus activity, Atmos. Chem. Phys., 7, 1961–1971, https://doi.org/10.5194/acp-7-1961-2007, 2007.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Petters, M. D. and Kreidenweis, S. M.: A single parameter representation of hygroscopic growth and cloud condensation nucleus activity – Part 2: Including solubility, Atmos. Chem. Phys., 8, 6273–6279, https://doi.org/10.5194/acp-8-6273-2008, 2008.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Petters, M.&amp;nbsp;D., Prenni, A.&amp;nbsp;J., Kreidenweis, S.&amp;nbsp;M., DeMott, P.&amp;nbsp;J., Matsunaga, A., Lim, Y.&amp;nbsp;B., and Ziemann, P.&amp;nbsp;J.: Chemical aging and the hydrophobic-to-hydrophilic conversion of carbonaceous aerosol, Geophys. Res. Lett., 33, L24806, https://doi.org/10.1029/2006GL027249, 2006.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Petters, M. D., Wex, H., Carrico, C. M., Hallbauer, E., Massling, A., McMeeking, G. R., Poulain, L., Wu, Z., Kreidenweis, S. M., and Stratmann, F.: Towards closing the gap between hygroscopic growth and activation for secondary organic aerosol – Part 2: Theoretical approaches, Atmos. Chem. Phys., 9, 3999–4009, https://doi.org/10.5194/acp-9-3999-2009, 2009{b}.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Pradeep Kumar, P., Broekhuizen, K., and Abbatt, J. P. D.: Organic acids as cloud condensation nuclei: Laboratory studies of highly soluble and insoluble species, Atmos. Chem. Phys., 3, 509–520, https://doi.org/10.5194/acp-3-509-2003, 2003.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Prenni, A.&amp;nbsp;J., Petters, M.&amp;nbsp;D., Kreidenweis, S.&amp;nbsp;M., DeMott, P.&amp;nbsp;J., and Ziemann, P.&amp;nbsp;J.: Cloud droplet activation of secondary aerosol, J. Geophys. Res., 112, D10223, https://doi.org/10.1029/2006JD007963, 2007.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Quinn, P. K., Bates, T. S., Coffman, D. J., and Covert, D. S.: Influence of particle size and chemistry on the cloud nucleating properties of aerosols, Atmos. Chem. Phys., 8, 1029–1042, https://doi.org/10.5194/acp-8-1029-2008, 2008.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Raatikainen, T., Vaattovaara, P., Tiitta, P., Miettinen, P., Rautiainen, J., Ehn, M., Kulmala, M., Laaksonen, A., and Worsnop, D. R.: Physicochemical properties and origin of organic groups detected in boreal forest using an aerosol mass spectrometer, Atmos. Chem. Phys., 10, 2063–2077, https://doi.org/10.5194/acp-10-2063-2010, 2010.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Raymond, T.&amp;nbsp;M. and Pandis, S.&amp;nbsp;N.: Cloud activation of single-component organic aerosol particles, J. Geophys. Res., 107(D24), 4787, https://doi.org/10.1029/2002JD002159, 2002.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Raymond, T.&amp;nbsp;M. and Pandis, S.&amp;nbsp;N.: Formation of cloud droplets by multicomponent organic particles, J. Geophys. Res., 108(D15), 4469, https://doi.org/10.1029/2003JD003503, 2003.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Roberts, G., Artaxo, P., Zhou, J., Swietlicki, E., and Andreae, M.&amp;nbsp;O.: Sensitivity of CCN spectra on chemical and physical properties of aerosol: A case study from the Amazon Basin, J. Geophys. Res., 107(D20), 8070, https://doi.org/10.1029/2001JD000583, 2002.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Roberts, J.&amp;nbsp;M., Fehsenfeld, F.&amp;nbsp;C., Liu, S.&amp;nbsp;C., Bollinger, M.&amp;nbsp;J., Hahn, C., Albritton, D.&amp;nbsp;L., and Sievers, R.&amp;nbsp;E.: Measurements of aromatic hydrocarbon ratios and NOx concentrations in the rural troposphere: Observation of air mass photochemical aging and NOx removal, Atmos. Environ., 18, 2421–2432, 1984.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Rolph, G.&amp;nbsp;D.: Real-time Environmental Applications and Display sYstem (READY) Website (&lt;a href=&quot;http://www.arl.noaa.gov/ready/hysplit4.html&quot;&gt;http://www.arl.noaa.gov/ready/hysplit4.html&lt;/a&gt;), access: 21 September 2009, 2003.</mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Rose, D., Nowak, A., Achtert, P., Wiedensohler, A., Hu, M., Shao, M., Zhang, Y., Andreae, M. O., and Pöschl, U.: Cloud condensation nuclei in polluted air and biomass burning smoke near the mega-city Guangzhou, China – Part 1: Size-resolved measurements and implications for the modeling of aerosol particle hygroscopicity and CCN activity, Atmos. Chem. Phys., 10, 3365–3383, https://doi.org/10.5194/acp-10-3365-2010, 2010.</mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Rupakheti, M., Leaitch, W., Lohmann, U., Hayden, K., Brickell, P., Lu, G., Li, S.-M., Toom-Sauntry, D., Bottenheim, J., Brook, J., Vet, R., Jayne, J., and Worsnop, D.: An Intensive Study of the Size and Composition of Submicron Atmospheric Aerosols at a Rural Site in Ontario, Canada, Aerosol Sci. Tech., 39, 722–736, 2005.</mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple">Saxena, P. and Hildemann, L.&amp;nbsp;M.: Water-soluble organics in atmospheric particles: A critical review of the literature and application of thermodynamics to identify candidate compounds, J. Atmos. Chem., 24, 57–109, 1996.</mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Saxena, V.&amp;nbsp;K., Burford, J.&amp;nbsp;N., and Kassner&amp;nbsp;Jr., J.&amp;nbsp;L.: Operation of a Thermal Diffusion Chamber for Measurements on Cloud Condensation Nuclei, J. Atmos. Sci., 27, 73–80, 1970.</mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">Shantz, N. C., Chang, R. Y.-W., Slowik, J. G., Vlasenko, A., Abbatt, J. P. D., and Leaitch, W. R.: Slower CCN growth kinetics of anthropogenic aerosol compared to biogenic aerosol observed at a rural site, Atmos. Chem. Phys., 10, 299–312, https://doi.org/10.5194/acp-10-299-2010, 2010.</mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple">Shilling, J.&amp;nbsp;E., King, S.&amp;nbsp;M., Mochida, M., Worsnop, D.&amp;nbsp;R., and Martin, S.&amp;nbsp;T.: Mass Spectral Evidence That Small Changes in Composition Caused by Oxidative Aging Processes Alter Aerosol CCN Properties, J. Phys. Chem. A., 111, 3358–3368, 2007.</mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Shilling, J. E., Chen, Q., King, S. M., Rosenoern, T., Kroll, J. H., Worsnop, D. R., DeCarlo, P. F., Aiken, A. C., Sueper, D., Jimenez, J. L., and Martin, S. T.: Loading-dependent elemental composition of a-pinene SOA particles, Atmos. Chem. Phys., 9, 771–782, https://doi.org/10.5194/acp-9-771-2009, 2009.</mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Shinozuka, Y., Clarke, A. D., DeCarlo, P. F., Jimenez, J. L., Dunlea, E. J., Roberts, G. C., Tomlinson, J. M., Collins, D. R., Howell, S. G., Kapustin, V. N., McNaughton, C. S., and Zhou, J.: Aerosol optical properties relevant to regional remote sensing of CCN activity and links to their organic mass fraction: airborne observations over Central Mexico and the US West Coast during MILAGRO/INTEX-B, Atmos. Chem. Phys., 9, 6727–6742, https://doi.org/10.5194/acp-9-6727-2009, 2009.</mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Slowik, J. G., Vlasenko, A., McGuire, M., Evans, G. J., and Abbatt, J. P. D.: Simultaneous factor analysis of organic particle and gas mass spectra: AMS and PTR-MS measurements at an urban site, Atmos. Chem. Phys., 10, 1969–1988, https://doi.org/10.5194/acp-10-1969-2010, 2010.</mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple">Slowik, J. G., Stroud, C., Bottenheim, J. W., Brickell, P. C., Chang, R. Y.-W., Liggio, J., Makar, P. A., Martin, R. V., Moran, M. D., Shantz, N. C., Sjostedt, S. J., van Donkelaar, A., Vlasenko, A., Wiebe, H. A., Xia, A. G., Zhang, J., Leaitch, W. R., and Abbatt, J. P. D.: Characterization of a large biogenic secondary organic aerosol event from eastern Canadian forests, Atmos. Chem. Phys., 10, 2825–2845, https://doi.org/10.5194/acp-10-2825-2010, 2010.</mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K.&amp;nbsp;B., Tignor, M., and Miller, H. (eds.): IPCC, 2007: Summary for Policymakers, Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, New York, 2007.</mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">Stroud, C.&amp;nbsp;A., Nenes, A., Jimenez, J.&amp;nbsp;L., DeCarlo, P.&amp;nbsp;F., Huffman, J.&amp;nbsp;A., Bruintjes, R., Nemitz, E., Delia, A.&amp;nbsp;E., Toohey, D.&amp;nbsp;W., Guenther, A.&amp;nbsp;B., and Nandi, S.: Cloud Activating Properties of Aerosol Observed during CELTIC, J. Atmos. Sci., 64, 441–459, 2007.</mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple">Twomey, S.: The Influence of Pollution on the Shortwave Albedo of Clouds, J. Atmos. Sci., 34, 1149–1152, 1977.</mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple">Ulbrich, I. M., Canagaratna, M. R., Zhang, Q., Worsnop, D. R., and Jimenez, J. L.: Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data, Atmos. Chem. Phys., 9, 2891–2918, https://doi.org/10.5194/acp-9-2891-2009, 2009.</mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple">Vlasenko, A., Slowik, J.&amp;nbsp;G., Bottenheim, J., Brickell, P., Chang, R.-W., Macdonald, A., Shantz, N., Sjostedt, S., Wiebe, H., Leaitch, W., and Abbatt, J.: Measurements of VOCs by Proton-Transfer-Reaction Mass Spectrometry at a Rural Ontario Site: Sources and Correlation to Aerosol Composition, J. Geophys. Res., 114, D21305, https://doi.org/10.1029/2009JD012025, 2009.</mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple">Wang, J., Lee, Y.-N., Daum, P. H., Jayne, J., and Alexander, M. L.: Effects of aerosol organics on cloud condensation nucleus (CCN) concentration and first indirect aerosol effect, Atmos. Chem. Phys., 8, 6325–6339, https://doi.org/10.5194/acp-8-6325-2008, 2008.</mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple">Weast, R.&amp;nbsp;C., Astle, M.&amp;nbsp;J., and Beyer, W.&amp;nbsp;H., eds.: CRC Handbook of Chemistry and Physics, 64th Edition, CRC Press, Inc., Boca Raton, Florida, 1983.</mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple">Wex, H., Petters, M. D., Carrico, C. M., Hallbauer, E., Massling, A., McMeeking, G. R., Poulain, L., Wu, Z., Kreidenweis, S. M., and Stratmann, F.: Towards closing the gap between hygroscopic growth and activation for secondary organic aerosol: Part 1 – Evidence from measurements, Atmos. Chem. Phys., 9, 3987–3997, https://doi.org/10.5194/acp-9-3987-2009, 2009.</mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple">Wexler, A.&amp;nbsp;S. and Clegg, S.&amp;nbsp;L.: Atmospheric aerosol models for systems including the ions H&lt;sup&gt;+&lt;/sup&gt;, NH&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;+&lt;/sup&gt;, Na&lt;sup&gt;+&lt;/sup&gt;, SO&lt;sub&gt;4&lt;/sub&gt;&lt;sup&gt;2-&lt;/sup&gt;, NO&lt;sub&gt;3&lt;/sub&gt;&lt;sup&gt;-&lt;/sup&gt;, Cl&lt;sup&gt;-&lt;/sup&gt;, Br&lt;sup&gt;-&lt;/sup&gt; and H&lt;sub&gt;2&lt;/sub&gt;O, J. Geophys. Res., 107(D14), 4207, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD000451&quot;&gt;https://doi.org/10.1029/2001JD000451&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple">Windholz, M. (ed.): The Merck index, Tenth Edition, Merck and Co., Inc., Rahway, NJ, 1983.</mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Q., Alfarra, M.&amp;nbsp;R., Worsnop, D.&amp;nbsp;R., Allan, J.&amp;nbsp;D., Coe, H., Canagaratna, M.&amp;nbsp;R., and Jimenez, J.&amp;nbsp;L.: Deconvolution and Quantification of Hydrocarbon-like and Oxygenated Organic Aerosols Based on Aerosol Mass Spectrometry, Environ. Sci. Technol., 39, 4938–4952, 2005{a}.</mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Q., Canagaratna, M.&amp;nbsp;R., Jayne, J.&amp;nbsp;T., and Worsnop, D.&amp;nbsp;R.: Time- and size-resolved chemical composition of submicron particles in Pittsburgh: Implications for aerosol sources and processes, J. Geophys. Res., 110, D07S09, https://doi.org/10.1029/2004JD004649, 2005{b}.</mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Q., Jimenez, J.&amp;nbsp;L., Canagaratna, M.&amp;nbsp;R., Allan, J.&amp;nbsp;D., Coe, H., Ulbrich, I., Alfarra, M., Takami, A., Middlebrook, A.&amp;nbsp;M., Sun, Y., Dzepina, K., Dunlea, E., Docherty, K., DeCarlo, P.&amp;nbsp;F., D., S., Onasch, T.&amp;nbsp;B., Jayne, J., 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.&amp;nbsp;J., Rautiainen, J., Sun, J., Zhang, Y., and Worsnop, D.: Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes, Geophys. Res. Lett., 34, L13801, https://doi.org/10.1029/2007GL029979, 2007.</mixed-citation>
</ref>
</ref-list>
</back>
</article>