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<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-12-12155-2012</article-id>
<title-group>
<article-title>Numerical evidence for cloud droplet nucleation at the cloud-environment interface</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sun</surname>
<given-names>J.</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 contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Leighton</surname>
<given-names>H.</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>Yau</surname>
<given-names>M. K.</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>Ariya</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Key Laboratory of Cloud-Precipitation Physics and Severe Storms  (LACS), Institute of Atmospheric Physics, Chinese Academy of Sciences,  Beijing 100029, China</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Atmospheric and Oceanic  Sciences, McGill University, Montreal, Quebec H3A 0B9, Canada</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department of Chemistry, McGill University, Montreal, Quebec  H3A 2K6, Canada</addr-line>
</aff>
<pub-date pub-type="epub">
<day>21</day>
<month>12</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>24</issue>
<fpage>12155</fpage>
<lpage>12164</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 J. Sun et al.</copyright-statement>
<copyright-year>2012</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/12/12155/2012/acp-12-12155-2012.html">This article is available from https://acp.copernicus.org/articles/12/12155/2012/acp-12-12155-2012.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/12/12155/2012/acp-12-12155-2012.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/12/12155/2012/acp-12-12155-2012.pdf</self-uri>
<abstract>
<p>Cumulus clouds have long been recognized as being the results of ascending
moist air from below the cloud base. Cloud droplet nucleation is understood
to take place near the cloud base and inside accelerating rising cloudy air.
Here we describe circumstances under which cloud droplet nucleation takes
place at the interface of ascending cloudy air and clear air. Evaporation is
normally expected to occur at this interface. However, continuity of moving
air requires cloud-free air above the boundary of rising cloudy air to move
upwards in response to the gradient force of perturbation pressure. We used a
one and half dimensional non-hydrostatic cloud model and the Weather Research
and Forecast model to investigate the impacts of this force on the evolution
of cloud spectra. Our study shows that expansion and cooling of ascending
moist air above the cloud top causes it to become supersaturated with
condensation rather than evaporation occurring at the interface. We also
confirm that Eulerian models can describe the cloud droplet activation and
prohibit spurious activation at this interface. The continuous feeding of
newly activated cloud droplets at the cloud summit may accelerate warm rain
formation.</p>
</abstract>
<counts><page-count count="10"/></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">Baker, M.&amp;nbsp;B. and Latham, J.: The evolution of droplet spectra and the rate of production of embryonic raindrops in small cumulus clouds, J. Atmos. Sci., 36, 1612–1615, 1979.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Baker, M.&amp;nbsp;B., Corbin, R.&amp;nbsp;G., and Latham, J.: The influence of entrainment on the evolution of cloud droplet spectra: I. A model of inhomogeneous mixing, Q. J. Roy. Meteor. Soc., 106, 581–598, 1980.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Beard, K.&amp;nbsp;V. and Ochs, H.&amp;nbsp;T.: Warm-rain initiation: An overview of microphysical mechanisms, J. Appl. Meteor., 32, 608–625, 1993.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Blyth, A.&amp;nbsp;M. and Latham, J.: An airborne study of vertical structure and microphysical variability within a small cumulus, Q. J. Roy. Meteor. Soc., 111, 773–792, 1985.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Brenguier, J.&amp;nbsp;E. and Grabowski, W.&amp;nbsp;W.: Cumulus entrainment and cloud droplet spectra: A numerical model within a two-dimensional dynamical framework, J. Atmos. Sci., 50, 120–136, 1993.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Carpenter, R.&amp;nbsp;L., Droegemeier, J. K.&amp;nbsp;K., and Blyth, A.&amp;nbsp;M.: Entrainment and detrainment in numerically simulated cumulus congestus clouds. Part I}: General results, J. Atmos. Sci., 55, 3417–3432, 1998{a.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Carpenter, R.&amp;nbsp;L., Droegemeier, J. K.&amp;nbsp;K., and Blyth, A.&amp;nbsp;M.: Entrainment and detrainment in numerically simulated cumulus congestus clouds. Part III}: Parcel analysis, J. Atmos. Sci., 55, 3440–3455, 1998{b.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Das, P.: A non-Archimedian approach to the equations of convection dynamics, J. Atmos. Sci., 36, 2183–2190, 1979.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Durran, D.&amp;nbsp;R.: Improving the anelatstic approximation, J. Atmos. Sci., 46, 1453–1461, 1988.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Feingold, G., Stevens, B., Cotton, W.&amp;nbsp;R., and Walko, R.&amp;nbsp;L.: An explicit cloud microphysics/{LES} model designed to simulate the Twomey effect, Atmos. Res., 33, 207–233, 1994.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Grabowski, W.&amp;nbsp;W.: Cumulus entrainment, fine-scale mixing and buoyancy reversal, Q. J. Roy. Meteor. Soc., 119, 856–935, 1993.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Grabowski, W.&amp;nbsp;W. and Morrison, H.: Toward the mitigation of spurious cloud-edge supersaturation in cloud models, Mon. Weather Rev., 136, 1224–1234, 2008.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Heymsfield, A.&amp;nbsp;J., Bansemer, A., Heymsfield, G., and Fierro, A.&amp;nbsp;O.: Microphysics of maritime tropical convective updrafts at temperatures from $-20$ °C to $-60$ °C, J. Atmos. Sci., 66, 3530–3562, 2009.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Khain, A. and Pokrovsky, A.: A simulation of effects of atmospheric aerosols on deep turbulent concective clouds using a spectral microphysics mixed-phase cumulus cloud model. Part {II}: Sensitivity study, J. Atmos. Sci., 61, 2983–3001, 2004.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Khain, A.&amp;nbsp;P., Phillips, V., Benmoshe, N., and Pokrovsky, A.: The role of small soluble aerosols in the microphysics of deep maritime clouds, J. Atmos. Sci., 69, 2787–2807, 2012.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Kogan, Y.&amp;nbsp;L., Lilly, D.&amp;nbsp;K., Kogan, Z.&amp;nbsp;N., and Filyushkin, V.&amp;nbsp;V.: The effect of CCN regeneration on the evolution of stratocumulus cloud layers, Atmos. Res., 33, 137–150, 1994.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">List, R. and Lozowski, E.&amp;nbsp;P.: Pressure perturbation and buoyancy in convective clouds, J. Atmos. Sci., 27, 168–170, 1970.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Morrison, H. and Grabowski, W.&amp;nbsp;W.: Modeling supersaturation and subgrid-scale mixing with two-moment bulk warm microphysics, J. Atmos. Sci., 65, 792–812, 2008.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Paluch, I.&amp;nbsp;R.: The entrainment mechanism in Colorado cumuli, J. Atmos. Sci., 36, 2467–2478, 1979.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Paluch, I.&amp;nbsp;R. and Baumgardner, D.&amp;nbsp;G.: Entrainment and fine-scale mixing in a continental convective cloud, J. Atmos. Sci., 46, 261–278, 1989.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Pinsky, M. and Khain, A.&amp;nbsp;P.: Effects of in-cloud nucleation and turbulence on droplet spectrum formation in cumulus clouds, Q. J. Roy. Meteor. Soc., 128, 1–33, 2002.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Prabha, T., Khain, A.&amp;nbsp;P., Goswami, B.&amp;nbsp;N., Pandithurai, G., Maheshkumar, R.&amp;nbsp;S., and Kulkarni, J.&amp;nbsp;R.: Microphysics of pre-monsoon and monsoon clouds as seen from in-situ measurements during CAIPEEX, J. Atmos. Sci., 68, 1882–1901, 2011.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Pruppacher, P.&amp;nbsp;S. and Klett, J.&amp;nbsp;D.: Microphysics of clouds and Precipitation, Kluwer Academic, Dordrecht, The Netherlands, 1997.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Rauber, R.&amp;nbsp;M., Stevens, B., Ochs III, H.&amp;nbsp;T., Knight, C., Albrecht, B.&amp;nbsp;A., Blyth, A.&amp;nbsp;M., Fairall, C.&amp;nbsp;W., Jensen, J.&amp;nbsp;B., Lasher-trapp, S.&amp;nbsp;G., Mayol-Bracero, O.&amp;nbsp;L., Vali, G., Anderson, J.&amp;nbsp;R., Baker, B.&amp;nbsp;A., Bandy, A.&amp;nbsp;R., Burnet, E., Brenguier, J.-L., Brewer, W.&amp;nbsp;A., Brown, P. R.&amp;nbsp;A., Chuang, P., Cotton, W.&amp;nbsp;R., Girolamo, L., Geerts, B., Gerber, H., Goke, S., Gomes, L., Heikes, B.&amp;nbsp;G., Hudson, J.&amp;nbsp;G., Kollias, P., Lawson, R.&amp;nbsp;P., Krueger, S.&amp;nbsp;K., Lenschow, D.&amp;nbsp;H., L.&amp;nbsp;Nuijens, D. W.&amp;nbsp;O., Rilling, R.&amp;nbsp;A., Rogers, D.&amp;nbsp;C., Siebesma, A.&amp;nbsp;P., Snodgrass, E., Stith, J.&amp;nbsp;L., Thornton, D.&amp;nbsp;C., Tucker, S., Twohy, C.&amp;nbsp;H., and Zuidema, P.: Rain in shallow cumulus over the ocean: The RICO campaign, B. Am. Meteor. Soc., 88, 1912–1928, 2007.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Schlesinger, R.&amp;nbsp;E.: A three-dimensional numerical model of an isolated thunderstorm. Part {II}: Dynamics of updraft splitting and mesovortex couplet evolution, J. Atmos. Sci., 37, 395–420, 1980.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Schlesinger, R.&amp;nbsp;E.: Effects of the pressure perturbation field in numerical models of unidirectionally sheared thunderstorm convection: Two versus three dimensions, J. Atmos. Sci., 41, 1571–1587, 1984.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Segal, Y., Pinsky, M., Khain, A., and Erlick, C.: Thermodynamic factors influencing bimodal spectrum formation in cumulus clouds, Atmos. Res., 66, 43–64, 2003.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Segal, Y., Pinsky, M., and Khain, A.: The role of competition effect in the raindrop formation, Atmos. Res., 83, 106–118, 2007.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Skamarock, W.&amp;nbsp;C., Klemp, J.&amp;nbsp;B., Dudhia, J., Gill, D.&amp;nbsp;O., Barker, D.&amp;nbsp;M., Huang, X.&amp;nbsp;Y., Wang, W., and Powers, J.&amp;nbsp;G.: A description of the advanced research WRF version 3, NCAR Tech. Rep. NCAR/TNC475+STR, 2008.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Slawinska, J., Grabowski, W.&amp;nbsp;W., Pawlowska, H., and Morrison, H.: Droplet activation and mixing in large-eddy simulation of a shallow cumulus field, J. Atmos. Sci., 69, 444–462, 2011.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Small, J.&amp;nbsp;D. and Chuang, P.&amp;nbsp;Y.: New observations of precipitation initiation in warm cumulus clouds, J. Atmos. Sci., 65, 2972–2982, 2008.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Squires, P.: Penetrative downdraughts in cumuli, Tellus, 10, 381–389, 1958.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Stevens, B., Feingold, G., Cotton, W.&amp;nbsp;R., and Walko, R.&amp;nbsp;L.: Elements of the microphysical structure of numerically simulated nonprecipitating stratocumulus, J. Atmos. Sci., 53, 980–1007, 1996{a}.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Stevens, B., Walko, R.&amp;nbsp;L., Cotton, W.&amp;nbsp;R., and Feingold, G.: The spurious production of cloud-edge supersaturations by Eulerian models, Mon. Weather Rev., 124, 1034–1041, 1996{b}.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Stith, J.&amp;nbsp;L.: Observations of cloud-top entrainment in cumuli, J. Atmos. Sci., 47, 1334–1347, 1992.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Sun, J., Ariya, P.&amp;nbsp;A., Leighton, H.&amp;nbsp;G., and Yau, M.&amp;nbsp;K.: Modelling study of ice formation in warm-based precipitating shallow cumulus clouds, J. Atmos. Sci., 69, 3315–3335, 2012.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Telford, J.&amp;nbsp;W., Keck, T.&amp;nbsp;S., and Chai, S.&amp;nbsp;K.: Entrainment at cloud tops and the droplet spectra, J. Atmos. Sci., 41, 3170–3179, 1984.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Vaillancourt, P.&amp;nbsp;A., Yau, M.&amp;nbsp;K., and Grabowski, W.&amp;nbsp;W.: Upshear and Downshear Evolution of Cloud Structure and Spectral Properties, J. Atmos. Sci., 54, 1203–1217, 1997.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Warner, J.: The microstructure of cumulus cloud. Part I. General features of the droplet spectrum, J. Atmos. Sci., 26, 1049–1059, 1969.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Warner, J.: The microstructure of cumulus cloud. Part IV: The effect on the droplet spectrum of mixing between cloud and environment, J. Atmos. Sci., 30, 256–261, 1973.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Yau, M.&amp;nbsp;K.: Perturbation pressure and cumulus convection, J. Atmos. Sci., 36, 690–694, 1979.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Yau, M.&amp;nbsp;K.: A two-cylinder model of cumulus cells and its application in computing cumulus transports, J. Atmos. Sci., 37, 2470–2485, 1980.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Zhao, M. and Austin, P.&amp;nbsp;H.: Life cycle of numerically simulated shallow cumulus clouds, J. Atmos. Sci., 62, 1291–1310, 2005.</mixed-citation>
</ref>
</ref-list>
</back>
</article>