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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>
</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-8-2773-2008</article-id>
<title-group>
<article-title>SIMPOL.1: a simple group contribution method for predicting vapor pressures and enthalpies of vaporization of multifunctional organic compounds</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pankow</surname>
<given-names>J. F.</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>Asher</surname>
<given-names>W. E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Environmental and Biomolecular Systems, OGI School of Science and Engineering, Oregon Health and Science University, Beaverton, Oregon 97006-8921, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Air-Sea Interaction and Remote Sensing Department, Applied Physics Laboratory, University of Washington, Seattle, Washington 98105, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>29</day>
<month>05</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>10</issue>
<fpage>2773</fpage>
<lpage>2796</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>
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<abstract>
<p>The SIMPOL.1 group contribution method is developed for
predicting the liquid vapor pressure &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L&lt;/sub&gt; (atm) and
enthalpy of vaporization &amp;Delta; H&lt;sub&gt;vap&lt;/sub&gt; (kJ mol&lt;sup&gt;-1&lt;/sup&gt;) of
organic compounds as functions of temperature (&lt;i&gt;T&lt;/i&gt;). For each compound &lt;i&gt;i&lt;/i&gt;, the
method assumes log&lt;sub&gt;10&lt;/sub&gt;&lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L,i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;)=&amp;sum;&lt;sub&gt;k&lt;/sub&gt;&amp;nu;&lt;sub&gt;k,i&lt;/sub&gt;&lt;i&gt;b&lt;/i&gt;&lt;sub&gt;k&lt;/sub&gt;(&lt;i&gt;T&lt;/i&gt;) where &amp;nu;&lt;sub&gt;k,i&lt;/sub&gt; is the
number of groups of type &lt;i&gt;k&lt;/i&gt;, and &lt;i&gt;b&lt;/i&gt;&lt;sub&gt;k&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) is the contribution to log&lt;sub&gt;10&lt;/sub&gt;&lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L,i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) by each group of type &lt;i&gt;k&lt;/i&gt;. A zeroeth group is
included that uses &lt;i&gt;b&lt;/i&gt;&lt;sub&gt;0&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) with &amp;nu;&lt;sub&gt;0,i&lt;/sub&gt;=1 for all &lt;i&gt;i&lt;/i&gt;. A total of
30 structural groups are considered: molecular carbon, alkyl hydroxyl,
aromatic hydroxyl, alkyl ether, alkyl ring ether, aromatic ether, aldehyde,
ketone, carboxylic acid, ester, nitrate, nitro, alkyl amine (primary,
secondary, and tertiary), aromatic amine, amide (primary, secondary, and
tertiary), peroxide, hydroperoxide, peroxy acid, C=C, carbonylperoxynitrate,
nitro-phenol, nitro-ester, aromatic rings, non-aromatic rings, C=C&amp;ndash;C=O in
a non-aromatic ring, and carbon on the acid-side of an amide. The &lt;i&gt;T&lt;/i&gt;
dependence in each of the &lt;i&gt;b&lt;/i&gt;&lt;sub&gt;k&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) is assumed to follow &lt;i&gt;b&lt;/i&gt;(&lt;i&gt;T&lt;/i&gt;)=&lt;i&gt;B&lt;/i&gt;&lt;sub&gt;1&lt;/sub&gt;/&lt;i&gt;T&lt;/i&gt;+&lt;i&gt;B&lt;/i&gt;&lt;sub&gt;2&lt;/sub&gt;+&lt;i&gt;B&lt;/i&gt;&lt;sub&gt;3&lt;/sub&gt;&lt;i&gt;T&lt;/i&gt;+&lt;i&gt;B&lt;/i&gt;&lt;sub&gt;4&lt;/sub&gt;ln &lt;i&gt;T&lt;/i&gt;. Values of the &lt;i&gt;B&lt;/i&gt; coefficients are fit using an initial basis set of 272 compounds for which experimentally based
functions &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt; &lt;sub&gt;L,i&lt;/sub&gt;=&lt;i&gt;f&lt;/i&gt;&lt;sub&gt;i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) are available. The range of vapor pressure
considered spans fourteen orders of magnitude. The ability of the initially
fitted &lt;i&gt;B&lt;/i&gt; coefficients to predict &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L&lt;/sub&gt; values is examined
using a test set of 184 compounds and a &lt;i&gt;T&lt;/i&gt; range that is as wide as 273.15 to
393.15 K for some compounds. &amp;sigma;&lt;sub&gt;FIT&lt;/sub&gt; is defined as the average over
all points of the absolute value of the difference between experimental and
predicted values of log&lt;sub&gt;10&lt;/sub&gt;&lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L,i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;). After
consideration of &amp;sigma;&lt;sub&gt;FIT&lt;/sub&gt; for the test set, the initial basis set
and test set compounds are combined, and the &lt;i&gt;B&lt;/i&gt; coefficients re-optimized. For
all compounds and temperatures, &amp;sigma;&lt;sub&gt;FIT&lt;/sub&gt;=0.34: on average,
&lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L,i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;) values are predicted to within a factor of 2.
Because &lt;i&gt;d&lt;/i&gt;(log&lt;sub&gt;10&lt;/sub&gt; &lt;i&gt;p&lt;/i&gt;&lt;sup&gt;o&lt;/sup&gt;&lt;sub&gt;L,i&lt;/sub&gt; (&lt;i&gt;T&lt;/i&gt;))&lt;i&gt;d&lt;/i&gt;(1/&lt;i&gt;T&lt;/i&gt;) is related to the
enthalpy of vaporization &amp;Delta;&lt;i&gt;H&lt;/i&gt;&lt;sub&gt;vap,i&lt;/sub&gt;, the fitted &lt;i&gt;B&lt;/i&gt; provide
predictions of &amp;Delta;&lt;i&gt;H&lt;/i&gt;&lt;sub&gt;vap,i&lt;/sub&gt; based on structure.</p>
</abstract>
<counts><page-count count="24"/></counts>
</article-meta>
</front>
<body/>
<back>
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