<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/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>
<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-11-4411-2011</article-id>
<title-group>
<article-title>Regional scale effects of the aerosol cloud interaction simulated with an online coupled comprehensive chemistry model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bangert</surname>
<given-names>M.</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>Kottmeier</surname>
<given-names>C.</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>Vogel</surname>
<given-names>B.</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>Vogel</surname>
<given-names>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>Institute for Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>11</day>
<month>05</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>9</issue>
<fpage>4411</fpage>
<lpage>4423</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 M. Bangert et al.</copyright-statement>
<copyright-year>2011</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/11/4411/2011/acp-11-4411-2011.html">This article is available from https://acp.copernicus.org/articles/11/4411/2011/acp-11-4411-2011.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/11/4411/2011/acp-11-4411-2011.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/11/4411/2011/acp-11-4411-2011.pdf</self-uri>
<abstract>
<p>We have extended the coupled mesoscale atmosphere and
      chemistry model COSMO-ART to account for the transformation of
      aerosol particles into cloud condensation nuclei and to
      quantify their interaction with warm cloud microphysics on the
      regional scale. The new model system aims to fill the gap
      between cloud resolving models and global scale models. It
      represents the very complex microscale aerosol and cloud
      physics as detailed as possible, whereas the continental
      domain size and efficient codes will allow for both studying
      weather and regional climate. The model system is applied in
      a first extended case study for Europe for a cloudy five day
      period in August 2005.
&lt;br&gt;&lt;br&gt;
      The model results show that the mean cloud droplet number
      concentration of clouds is correlated with the structure of
      the terrain, and we present a terrain slope parameter TS to
      classify this dependency. We propose to use this relationship
      to parameterize the probability density function, PDF, of subgrid-scale cloud updraft
      velocity in the activation parameterizations of climate
      models.
&lt;br&gt;&lt;br&gt;
      The simulations show that the presence of cloud condensation nuclei (CCN) and clouds are
      closely related spatially. We find high aerosol and CCN number
      concentrations in the vicinity of clouds at high
      altitudes. The nucleation of secondary particles is enhanced
      above the clouds. This is caused by an efficient formation of
      gaseous aerosol precursors above the cloud due to more
      available radiation, transport of gases in clean air above the
      cloud, and humid conditions. Therefore the treatment of
      complex photochemistry is crucial in atmospheric models to
      simulate the distribution of CCN.
&lt;br&gt;&lt;br&gt;
      The mean cloud droplet number concentration and droplet
      diameter showed a close link to the change in the aerosol. To
      quantify the net impact of an aerosol change on the
      precipitation we calculated the precipitation susceptibility
     &lt;i&gt;β&lt;/i&gt; for the whole model domain over a period of two days
      with an hourly resolution. The distribution function of
      &lt;i&gt;β&lt;/i&gt; is slightly skewed to positive values and has a mean
      of 0.23. Clouds with a liquid water path LWP of approximately
      0.85 kg m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; are on average most susceptible to aerosol
      changes in our simulations with an absolute value of &lt;i&gt;β&lt;/i&gt;
      of 1. The average &lt;i&gt;β&lt;/i&gt; for LWP between 0.5 kg m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;
      and 1 kg m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; is approximately 0.4.</p>
</abstract>
<counts><page-count count="13"/></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">Abdul-Razzak,&amp;nbsp;H. and Ghan,&amp;nbsp;S.&amp;nbsp;J.: A&amp;nbsp;parameterization of aerosol activation, 2. multiple aerosol types,&amp;nbsp;J. Geophys. Res., 105, 6837–6844, 2000.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Cheng,&amp;nbsp;C.-T., Wang,&amp;nbsp;W.-C., and Chen,&amp;nbsp;J.-P.: Simulation of the effects of increasing cloud condensation nuclei on mixed-phase clouds and precipitation of a&amp;nbsp;front system, Atmos. Res., 96, 461–476, 2010.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Doms,&amp;nbsp;G., Förstner,&amp;nbsp;J., Heise,&amp;nbsp;E., Herzog,&amp;nbsp;H.-J., Raschendorfer,&amp;nbsp;M., Schrodin,&amp;nbsp;R., Reinhardt,&amp;nbsp;T., and Vogel,&amp;nbsp;G.: A&amp;nbsp;Description of the Nonhydrostatic Regional Model LM, Part II: Physical Parameterization, Deutscher Wetterdienst, Offenbach, 2005.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Fletcher,&amp;nbsp;N.&amp;nbsp;H.: The Physics of Rainclouds. Cambridge University Press, Cambridge, UK, New York, NY, USA, 1962.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Flossmann,&amp;nbsp;A.&amp;nbsp;I.: Interaction of aerosol particles and clouds, J. Atmos. Sci., 55, 879–887, 1998.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Forster,&amp;nbsp;P., Ramaswamy,&amp;nbsp;V., Artaxo,&amp;nbsp;P., Berntsen,&amp;nbsp;T., Betts,&amp;nbsp;R., Fahey,&amp;nbsp;D.&amp;nbsp;W., Haywood,&amp;nbsp;J., Lean,&amp;nbsp;J., Lowe,&amp;nbsp;D.&amp;nbsp;C., Myhre,&amp;nbsp;G., Nganga,&amp;nbsp;J., Prinn,&amp;nbsp;R., Raga,&amp;nbsp;G., Schulz,&amp;nbsp;M., and Van Dorland,&amp;nbsp;R.: Changes in atmospheric constituents and in radiative forcing, in: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon,&amp;nbsp;S., Qin,&amp;nbsp;D., Manning,&amp;nbsp;M., Chen,&amp;nbsp;Z., Marquis,&amp;nbsp;M., Averyt,&amp;nbsp;K.&amp;nbsp;B., Tignor,&amp;nbsp;M., and Miller,&amp;nbsp;H.&amp;nbsp;L., Cambridge University Press, Cambridge, UK, New York, NY, USA, 2007.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Fountoukis,&amp;nbsp;C. and Nenes,&amp;nbsp;A.: Continued development of a&amp;nbsp;cloud droplet formation parameterization for global climate models, J. Geophys. Res., 110, D11212, \href{http://dx.doi.org/10.1029/2004JD005591} https://doi.org/10.1029/2004JD005591, 2005.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Ghan,&amp;nbsp;S. and Abdul-Razzak,&amp;nbsp;H.: Prediction of cloud droplet number in a&amp;nbsp;general circulation model, J. Geophys. Res., 102, 21777–21794, 1997.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Guohui,&amp;nbsp;L., Wang,&amp;nbsp;Y., Lee,&amp;nbsp;K.-H., Diao,&amp;nbsp;Y., and Zhang,&amp;nbsp;R.: Impacts of aerosols on the development and precipitation of a&amp;nbsp;mesoscale squall line, J. Geophys. Res., 114, 1–18, 2009.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Hänel,&amp;nbsp;G.: The properties of atmospheric aerosol particles as functions of the relative humidity at thermodynamic equilibrium with the surrounding moist air, Adv. Geophys., 19, 73–188, 1976.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Hegg,&amp;nbsp;D.&amp;nbsp;A., Radke,&amp;nbsp;L.&amp;nbsp;F., and Hobbs,&amp;nbsp;P.&amp;nbsp;V.: Particle production associated with marine clouds, J. Geophys. Res., 95, 13917–13926, 1990.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Ivanova,&amp;nbsp;I.&amp;nbsp;T. and Leighton,&amp;nbsp;H.&amp;nbsp;G.: Aerosol-cloud interactions in a&amp;nbsp;mesoscale model. Part I: Sensitivity to activation and collision-coalescence, J. Atmos. Sci., 65, 289–307, 2008.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Keil,&amp;nbsp;A. and Wendisch,&amp;nbsp;M.: Bursts of Aitken mode and ultrafine particles observed at the top of continental boundary layer clouds, J. Aerosol Sci., 32, 649–660, 2001.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Kerminen,&amp;nbsp;V.-M. and Wexler,&amp;nbsp;A.&amp;nbsp;S.: Post-fog nucleation of H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt;-H&lt;sub&gt;2&lt;/sub&gt;O particles in smog, Atmos. Environ., 28, 2399–2406, 1994.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Khain,&amp;nbsp;A.&amp;nbsp;P.: Notes on state-of-the-art investigations of aerosol effects on precipitation: a&amp;nbsp;critical review, Environ. Res. Lett., 4, 015004, \href{http://dx.doi.org/10.1088/1748-9326/4/1/015004} https://doi.org/10.1088/1748-9326/4/1/015004, 2009.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Khain,&amp;nbsp;A.&amp;nbsp;P., Benmoshe,&amp;nbsp;N., and Pokrovsky,&amp;nbsp;A.: Factors determining the impact of aerosols on surface precipitation from clouds: an attempt at classification, J. Atmos. Sci., 65, 1721–1748, 2008.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Köhler,&amp;nbsp;H.: The nucleus in and the growth of hygroscopic droplets, T. Faraday Soc., 32, 1152–1161, 1936.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Levin,&amp;nbsp;Z. and Cotton,&amp;nbsp;W.&amp;nbsp;R.: Aerosol pollution impact on precipitation: a&amp;nbsp;scientific review, Springer, Dordrecht, 2009.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Lohmann,&amp;nbsp;U., Feichter,&amp;nbsp;J., Chuang,&amp;nbsp;C.&amp;nbsp;C., and Penner,&amp;nbsp;J.&amp;nbsp;E.: Predicting the number of cloud droplets in the ECHAM GCM,&amp;nbsp;J. Geophys. Res., 104, 9169–9198, 1999.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Lohmann, U., Stier, P., Hoose, C., Ferrachat, S., Kloster, S., Roeckner, E., and Zhang, J.: Cloud microphysics and aerosol indirect effects in the global climate model ECHAM5-HAM, Atmos. Chem. Phys., 7, 3425–3446, \href{http://dx.doi.org/10.5194/acp-7-3425-2007} https://doi.org/10.5194/acp-7-3425-2007, 2007.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Lundgren,&amp;nbsp;K.: Numerical Simulation of the Spatial and Temporal Distribution of Sea Salt Particles on the Regional Scale, M.Sc. thesis, Department of Meteorology Stockholm University, Stockholm, Sweden, 2006.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Merikanto, J., Spracklen, D. V., Mann, G. W., Pickering, S. J., and Carslaw, K. S.: Impact of nucleation on global CCN, Atmos. Chem. Phys., 9, 8601–8616, \href{http://dx.doi.org/10.5194/acp-9-8601-2009} https://doi.org/10.5194/acp-9-8601-2009, 2009.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Muhlbauer,&amp;nbsp;A. and Lohmann,&amp;nbsp;U.: Sensitivity studies of aerosol–cloud interactions in mixed-phase orographic precipitation,&amp;nbsp;J. Atmos. Sci., 66, 2517–2538, 2009.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Ntelekos,&amp;nbsp;A.&amp;nbsp;N., Smith,&amp;nbsp;J.&amp;nbsp;A., Donner,&amp;nbsp;L., Fast,&amp;nbsp;J.&amp;nbsp;D.&amp;nbsp;W., Gustafson,&amp;nbsp;W.&amp;nbsp;I. Jr., Chapman,&amp;nbsp;E.&amp;nbsp;G., and Krajewski,&amp;nbsp;W.&amp;nbsp;F.: The effects of aerosols on intense convective precipitation in the Northeastern United States, Q. J. Roy. Meteor. Soc., 135, 1367–1391, 2009.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Pregger,&amp;nbsp;T., Thiruchittampalam,&amp;nbsp;B., and Friedrich,&amp;nbsp;R.: Ermittlung von Emissionsdaten zur Untersuchung der Klimawirksamkeit von Ru{ß}partikeln in Baden-Württemberg, Final Report, IER Universität Stuttgart, Stuttgart, 2007.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Pringle, K. J., Carslaw, K. S., Spracklen, D. V., Mann, G. M., and Chipperfield, M. P.: The relationship between aerosol and cloud drop number concentrations in a global aerosol microphysics model, Atmos. Chem. Phys., 9, 4131–4144, \href{http://dx.doi.org/10.5194/acp-9-4131-2009} https://doi.org/10.5194/acp-9-4131-2009, 2009.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Quaas, J., Ming, Y., Menon, S., Takemura, T., Wang, M., Penner, J. E., Gettelman, A., Lohmann, U., Bellouin, N., Boucher, O., Sayer, A. M., Thomas, G. E., McComiskey, A., Feingold, G., Hoose, C., Kristjánsson, J. E., Liu, X., Balkanski, Y., Donner, L. J., Ginoux, P. A., Stier, P., Grandey, B., Feichter, J., Sednev, I., Bauer, S. E., Koch, D., Grainger, R. G., Kirkev\aa g, A., Iversen, T., Seland, \O., Easter, R., Ghan, S. J., Rasch, P. J., Morrison, H., Lamarque, J.-F., Iacono, M. J., Kinne, S., and Schulz, M.: Aerosol indirect effects  general circulation model intercomparison and evaluation with satellite data, Atmos. Chem. Phys., 9, 8697–8717, \href{http://dx.doi.org/10.5194/acp-9-8697-2009} https://doi.org/10.5194/acp-9-8697-2009, 2009.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Radke,&amp;nbsp;L. and Hobbs,&amp;nbsp;P.: Humidity and particle fields around some small cumulus clouds,&amp;nbsp;J. Atmos. Sci., 48, 1190–1193, 1990.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Reutter, P., Su, H., Trentmann, J., Simmel, M., Rose, D., Gunthe, S. S., Wernli, H., Andreae, M. O., and Pöschl, U.: Aerosol- and updraft-limited regimes of cloud droplet formation: influence of particle number, size and hygroscopicity on the activation of cloud condensation nuclei (CCN), Atmos. Chem. Phys., 9, 7067–7080, \href{http://dx.doi.org/10.5194/acp-9-7067-2009} https://doi.org/10.5194/acp-9-7067-2009, 2009.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Riemer,&amp;nbsp;N., Vogel,&amp;nbsp;H., Vogel,&amp;nbsp;B., and Fiedler,&amp;nbsp;F.: Modeling aerosols on the mesoscale-γ: Treatment of soot aerosol and its radiative effects,&amp;nbsp;J. Geophys. Res., 109, 4601, \href{http://dx.doi.org/10.1029/2003JD003448} https://doi.org/10.1029/2003JD003448, 2003.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Rosenfeld,&amp;nbsp;D., Lohmann,&amp;nbsp;U., Raga,&amp;nbsp;G.&amp;nbsp;B., O&apos;Dowd,&amp;nbsp;C.&amp;nbsp;D., Kulmala,&amp;nbsp;M., Fuzzi,&amp;nbsp;S., Reissell,&amp;nbsp;A., and Andreae,&amp;nbsp;M.&amp;nbsp;O.: Flood or drought: how do aerosols affect precipitation?, Science, 321, 1309–1313, 2008.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Sandu,&amp;nbsp;I., Brenguier,&amp;nbsp;J.-L., Geoffroy,&amp;nbsp;O., Thouron,&amp;nbsp;O., and Masson,&amp;nbsp;V.: Aerosol impacts on the diurnal cycle of marine stratocumulus, J. Atmos. Sci., 65, 2705–2718, 2008.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Sandu, I., Brenguier, J.-L., Thouron, O., and Stevens, B.: How important is the vertical structure for the representation of aerosol impacts on the diurnal cycle of marine stratocumulus?, Atmos. Chem. Phys., 9, 4039–4052, \href{http://dx.doi.org/10.5194/acp-9-4039-2009} https://doi.org/10.5194/acp-9-4039-2009, 2009.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Seifert,&amp;nbsp;A. and Beheng,&amp;nbsp;K.&amp;nbsp;D.: A&amp;nbsp;double-moment parameterization for simulating autoconversion, accretion and selfcollection, Atmos. Res., 59–60, 265–281, 2001.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Seifert,&amp;nbsp;A. and Beheng,&amp;nbsp;K.&amp;nbsp;D.: A&amp;nbsp;two-moment cloud microphysics parameterization for mixed-phase clouds. Part 2: Maritime vs.\ continental deep convective storms, Meteorol. Atmos. Phys., 92, 67–82, 2006a.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Seifert,&amp;nbsp;A., Khain,&amp;nbsp;A., Pokrovsky,&amp;nbsp;A. and Beheng,&amp;nbsp;K.&amp;nbsp;D.: A&amp;nbsp;comparison of spectral bin and two-moment bulk mixed-phase cloud microphysics, Atmos. Res., 80, 46–66, 2006b.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Seinfeld,&amp;nbsp;J.&amp;nbsp;H. and Pandis,&amp;nbsp;S.&amp;nbsp;N.: Atmospheric Chemistry and Physics, John Wiley &amp; Sons, Inc, Hoboken, 2006.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Small,&amp;nbsp;J.&amp;nbsp;D., Chuang,&amp;nbsp;P.&amp;nbsp;Y., Feingold,&amp;nbsp;G., and Jiang,&amp;nbsp;H.: Can aerosol decrease cloud lifetime?, Geophys. Res. Lett., 36, L16806, \href{http://dx.doi.org/10.1029/2009GL038888} https://doi.org/10.1029/2009GL038888, 2009.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Sorooshian,&amp;nbsp;A., Feingold,&amp;nbsp;G., Lebsock,&amp;nbsp;M.&amp;nbsp;D., Jiang,&amp;nbsp;H., and Stephens,&amp;nbsp;G.&amp;nbsp;L.: On the precipitation susceptibility of clouds to aerosol perturbations, J. Geophys. Res., 36, L13803, \href{http://dx.doi.org/10.1029/2009GL038993} https://doi.org/10.1029/2009GL038993, 2009.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Sorooshian,&amp;nbsp;A., Feingold,&amp;nbsp;G., Lebsock,&amp;nbsp;M.&amp;nbsp;D., Jiang,&amp;nbsp;H., and Stephens,&amp;nbsp;G.&amp;nbsp;L.: Deconstructing the precipitation susceptibility construct: improving methodology for aerosol-cloud precipitation studies, J. Geophys. Res., 115, D17201, \href{http://dx.doi.org/10.1029/2009JD013426} https://doi.org/10.1029/2009JD013426, 2010.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Steppeler,&amp;nbsp;J., Doms,&amp;nbsp;G., Schaettler,&amp;nbsp;U., Bitzer,&amp;nbsp;H., Gassmann,&amp;nbsp;A., Damrath,&amp;nbsp;U., and Gregoric,&amp;nbsp;G.: Meso gamma scale forecasts using the nonhydrostatic model LM, Meteorol. Atmos. Phys., 82, 75–96, 2003.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Stevens,&amp;nbsp;B. and Feingold,&amp;nbsp;G.: Untangling aerosol effects on clouds and precipitation in a&amp;nbsp;buffered system, Nature, 461, 607–613, 2009.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Storelvmo,&amp;nbsp;T., Kristjánsson,&amp;nbsp;J.&amp;nbsp;E., Ghan,&amp;nbsp;S.&amp;nbsp;J., Kirkeva,&amp;nbsp;A., and Iversen,&amp;nbsp;T.: Predicting cloud droplet number concentration in Community Atmosphere Model (CAM)-Oslo, J. Geophys. Res., 111, 1–14, 2006.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Storelvmo,&amp;nbsp;T., Kristjánsson,&amp;nbsp;J.&amp;nbsp;E., and Lohmann,&amp;nbsp;U.: Aerosol influence on mixed-phase clouds in CAM-Oslo,&amp;nbsp;J. Atmos. Sci., 65, 3214–3230, 2008.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Tiedtke,&amp;nbsp;M.: A&amp;nbsp;Comprehensive mass flux scheme for cumulus parametrization in large-scale models, Mon. Weather Rev., 117, 1779–1800, 1989.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Twohy,&amp;nbsp;C.&amp;nbsp;H., Clement,&amp;nbsp;C.&amp;nbsp;F., Gandrud,&amp;nbsp;B.&amp;nbsp;W., Weinheimer,&amp;nbsp;A.&amp;nbsp;J., Campos,&amp;nbsp;T.&amp;nbsp;L., Baumgardner,&amp;nbsp;D., Brune,&amp;nbsp;W.&amp;nbsp;H., Faloona,&amp;nbsp;I., Sachse,&amp;nbsp;G.&amp;nbsp;W., Vay,&amp;nbsp;S.&amp;nbsp;A., and Tan,&amp;nbsp;D.: Deep convection as a&amp;nbsp;source of new particles in the midlatitude upper troposphere, J. Geophys. Res., 107(D21), 4560, \href{http://dx.doi.org/10.1029/2001JD000323} https://doi.org/10.1029/2001JD000323, 2002.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Twomey,&amp;nbsp;S.: The nuclei of natural clouds formation. Part II: The supersaturation in natural clouds and the variation of cloud droplet concentration, Pure Appl. Geophys., 43, 243–249, 1959.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Vogel, B., Vogel, H., Bäumer, D., Bangert, M., Lundgren, K., Rinke, R., and Stanelle, T.: The comprehensive model system COSMO-ART  Radiative impact of aerosol on the state of the atmosphere on the regional scale, Atmos. Chem. Phys., 9, 8661–8680, \href{http://dx.doi.org/10.5194/acp-9-8661-2009} https://doi.org/10.5194/acp-9-8661-2009, 2009.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Weigelt,&amp;nbsp;A., Hermann,&amp;nbsp;M., Van Velthoven,&amp;nbsp;P.&amp;nbsp;F.&amp;nbsp;J., Brenninkmeijer,&amp;nbsp;C.&amp;nbsp;A.&amp;nbsp;M., Schlaf,&amp;nbsp;G., Zahn,&amp;nbsp;A., and Wiedensohler,&amp;nbsp;A.: Influence of clouds on aerosol particle number concentrations in the upper troposphere,&amp;nbsp;J. Geophys. Res., 114, D01204, \href{http://dx.doi.org/10.1029/2008JD009805} https://doi.org/10.1029/2008JD009805, 2009.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Y.: Online-coupled meteorology and chemistry models: history, current status, and outlook, Atmos. Chem. Phys., 8, 2895–2932, \href{http://dx.doi.org/10.5194/acp-8-2895-2008} https://doi.org/10.5194/acp-8-2895-2008, 2008.</mixed-citation>
</ref>
</ref-list>
</back>
</article>