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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>
</journal-title-group>
<issn pub-type="epub">1680-7324</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acp-9-2195-2009</article-id>
<title-group>
<article-title>Statistical properties of cloud lifecycles in cloud-resolving models</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Plant</surname>
<given-names>R. S.</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 Meteorology, University of Reading, Earley Gate, Reading, P.O. Box 243, RG6 6BB, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>24</day>
<month>03</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>6</issue>
<fpage>2195</fpage>
<lpage>2205</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys.net/9/2195/2009/acp-9-2195-2009.html">This article is available from http://www.atmos-chem-phys.net/9/2195/2009/acp-9-2195-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/9/2195/2009/acp-9-2195-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/9/2195/2009/acp-9-2195-2009.pdf</self-uri>
<abstract>
<p>A new technique is described for the analysis of cloud-resolving model
simulations, which allows one to investigate the statistics of the
lifecycles of cumulus clouds. Clouds are tracked from
timestep to timestep within the model run. This allows for a very
simple method of tracking, but one which is both comprehensive and
robust. An approach for handling cloud splits and mergers is described
which allows clouds with simple and complicated time histories to be
compared within a single framework. This is found to be important for
the analysis of an idealized simulation of radiative-convective
equilibrium, in which the moist, buoyant updrafts (i.e., the
convective cores) were tracked. Around half of all such cores were
subject to splits and mergers during their lifecycles. For cores
without any such events, the average lifetime is 30 min, but
events can lengthen the typical lifetime considerably.</p>
</abstract>
<counts><page-count count="11"/></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"> Arakawa, A. and Schubert, W. H.: Interaction of a cumulus cloud ensemble with the large-scale environment. Part I, J. Atmos. Sci., 31, 674–701, 1974. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Barnes, G. M., Frankhauser, J. C., and Browning, W. D.: Evolution of the mass flux and diagnosed net lateral mixing in isolated convective clouds, Mon. Weather Rev., 124, 2764–2784, 1996. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Blyth, A. M., Lasher-Trapp, S. G., and Cooper, W. A.: A study of thermals in cumulus clouds, Q. J. Roy. Meteor. Soc., 131, 1171–1190, 2005. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Brown, A. R., Derbyshire, S. H., and Mason, P. J.: Large-eddy simulation of stable atmospheric boundary layers with a revised stochastic subgrid model, Q. J. Roy. Meteor. Soc., 120, 1485–1512, 1994. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Carvalho, L. M. V. and Jones, C.: A satellite method to identify structural properties of mesoscale convective systems based on the maximum spatial correlation tracking technique (MASCOTTE), J. Appl. Meteorol., 40, 1683–1701, 2001. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Cho, H.-R.: Contributions of cumulus cloud life-cycle effects to the large-scale heat and moisture budget equations, J. Atmos. Sci., 34, 87–97, 1977. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, B. G. and Craig, G. C.: The response time of a convective cloud ensemble to a change in forcing, Q. J. Roy. Meteor. Soc., 130, 933–944, 2004. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Cohen, B. G. and Craig, G. C.: Fluctuations in an equilibrium convective ensemble. Part II: Numerical experiments, J. Atmos. Sci., 63, 2005–2015, 2006. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Davies, L.: Self organisation of convection as a mechanism for memory, Ph.D. thesis, University of Reading, UK, 165~pp., 2008. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Dixon, M. and Wiener, G.: TITAN: thunderstorm identification, tracking, analysis and nowcasting – a radar-based methodology, J. Atmos. Ocean Tech., 10, 785–797, 1993. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Done, J., Davis, C. A., and Weisman, M.: The next generation of NWP: Explicit forecasts of convection using the weather research and forecasting (WRF) model, Atmos. Sci. Lett., 5, 110–117, 2004. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Foote, G. B. and Mohr, C. G.: Results of a randomized hail suppression experiment in northeast Colorado. Part VI: Post hoc stratification by storm intensity and type, J. Appl. Meteorol., 18, 1589–1600, 1979. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Fujita, T. T., Fearl, E. W., and Shenk, W. E.: Satellite-tracked cumulus velocities, J. Appl. Meteorol., 14, 407–413, 1975. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Heus, T.: On the edge of a cloud, Ph.D. thesis, Delft University of Technology, The Netherlands, 142~pp., 2008. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Hozumi, K., Harimaya, T., and Magono, C.: The size distribution of cumulus clouds as a function of cloud amount, J. Meteorol. Soc. Jpn., 60, 691–699, 1982. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Kain, J. S.: The Kain–Fritsch convective parameterization: An update, J. Appl. Meteorol., 43, 170–181, 2004. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Khairoutdinov, M., Randall, D., and DeMott, C.: Simulations of the atmospheric general circulation using a cloud-resolving model as a superparameterization of physical processes, J. Atmos. Sci., 62, 2136–2154, 2005. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Kuo, K.-S., Welch, R. M., and Weger, R. C.: The three-dimensional structure of cumulus clouds over the ocean. 1: Structural analysis, J. Geophys. Res., 98, 20 865–20 711, 1993. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> LeMone, M. A. and Zipser, E. J.: Cumulonimbus vertical velocity events in GATE. Part I: Diameter, intensity and mass flux, J. Atmos. Sci., 37, 2444–2457, 1980. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Lennard, R.: The distribution of cumulus cloud sizes, MSc thesis, University of Reading, UK, 67~pp., 2004. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> López, R. E., Blanchard, D. O., Rosenfeld, D., Hiscox, W. L. and Casey, M. J.: Population characteristics, development processes and structure of radar echoes in South Florida, Mon. Weather Rev., 112, 56–75, 1984. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Machado, L. A. T. and Laurent, H.: The convective system area expansion over Amazonia and its relationships with convective system life duration and high-level wind divergence, Mon. Weather Rev., 132, 714–725, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Mason, P. J.: Large-eddy simulation of the convective atmospheric boundary layer, J. Atmos. Sci., 46, 1492–1516, 1989. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Petch, J. C. and Gray, M. E. B.: Sensitivity studies using a cloud-resolving model simulation of the tropical west Pacific, Q. J. Roy. Meteor. Soc., 127, 2287–2306, 2001. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Petch, J. C., Brown, A. R., and Gray, M. E. B.: The impact of horizontal resolution on the simulations of convective development over land, Q. J. Roy. Meteor. Soc., 128, 2031–2044, 2002. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Petch, J. C., Willett, M., Wong, R. Y., and Woolnough, S. J.: Modelling suppressed and active convection. Comparing a numerical weather prediction, cloud-resolving and single-column model, Q. J. Roy. Meteor. Soc., 133, 1087–1100, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Plank, V. G.: The size distribution of cumulus clouds in representative Florida populations, J. Appl. Meteorol., 8, 46–67, 1969. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Plant, R. S. and Craig, G. C.: A stochastic parameterization for deep convection based on equilibrium statistics, J. Atmos. Sci., 65, 87–105, 2008. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Roberts, N. M. and Lean, H. W.: Scale-selective verification of rainfall accumulations from high-resolution forecasts of convective events, Mon. Weather Rev., 136, 78–97, 2008. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Rogers, R. R. and Yau, M. K.: A Short Course in Cloud Physics, 3rd Ed., Butterworth-Heinemann, Woburn, MA, USA, 304~pp., 1989. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Scorer, R. S. and Ludlam, F. H.: Bubble theory of penetrative convection, Q. J. Roy. Meteor. Soc., 79, 94–103, 1953. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Siebesma, A. P. and Cuijpers, J.: Evaluation of parametric assumptions for shallow cumulus convection, J. Atmos. Sci., 52, 650–666, 1995. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Siebesma, A. P., Bretherton, C. S., Brown, A., Chlond, A., Cuxart, J., Duynkerke, P. G., Jiang, H., Khairoutdinov, M., Lewellen, D., Moeng, C. H., Sanchez, E., Stevens, B., and Stevens, D. E.: A large eddy simulation intercomparison study of shallow cumulus convection, J. Atmos. Sci., 60, 1201–1219, 2003. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Swann, H.: Evaluation of the mass-flux approach to parametrizing deep convection, Q. J. Roy. Meteor. Soc., 127, 1239–1260, 2001. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Theusner, M. and Hauf, T.: A study on the small scale precipitation structure over Germany using the radar network of the German weather service, Meteorol. Z., 13, 311–322, 2004. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Westcott, N.: A historical perspective on cloud mergers, B. Am. Meteor. Soc., 65, 220–226, 1984. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Westcott, N.: Merging of convective clouds: Cloud initiation, bridging and subsequent growth, Mon. Weather Rev., 122, 780–790, 1994. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Weusthoff, T. and Hauf, T.: The life cycle of convective-shower clouds under post-frontal conditions, Q. J. Roy. Meteor. Soc., 134, 841–857, 2008a. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Weusthoff, T. and Hauf, T.: Basic characteristics of post-frontal shower precipitation rates, Meteorol. Z., 17, 793–805, 2008b. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Wiggert, V., Lockett, G. J., and Ostlund, S. S.: Radar rainshower growth histories and variations with wind speed, echo motion, location and merger status, Mon. Weather Rev., 109, 1467–1494. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Wilson, J. W., Crook, N. A., Mueller, C. K., Sun, J., and Dixon, M.: Nowcasting thunderstorms: A status report, B. Am. Meteor. Soc., 79, 2079–2099, 1998.  </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Xu, K.-M. and Randall, D. A.: Updraft and downdraft statistics of simulated tropical and midlatitude cumulus convection, J. Atmos. Sci., 58, 1630–1649, 2001. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Yano, J.-I., Guichard, F., Lafore, J.-P., Redelsperger, J.-L., and Bechtold, P.: Estimations of mass fluxes for cumulus parameterizations from high-resolution spatial data, J. Atmos. Sci., 61, 829–842, 2004. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Zipser, E. J. and LeMone, M. A: Cumulonimbus vertical velocity events in GATE. Part II: Synthesis and model core structure, J. Atmos. Sci., 37, 2458–2469, 1980. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao M. and Austin P. H.: Life cycle of numerically simulated shallow cumulus clouds. Part I: Transport, J. Atmos. Sci., 62, 1269–1290, 2005a. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao M. and Austin P. H.: Life cycle of numerically simulated shallow cumulus clouds. Part II: Mixing dynamics, J. Atmos. Sci., 62, 1291–1310, 2005b. </mixed-citation>
</ref>
</ref-list>
</back>
</article>