<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/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>
</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-12-11135-2012</article-id>
<title-group>
<article-title>Observational constraints on entrainment and the entrainment interface  layer in stratocumulus</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Carman</surname>
<given-names>J. K.</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>Rossiter</surname>
<given-names>D. L.</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>Khelif</surname>
<given-names>D.</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>Jonsson</surname>
<given-names>H. H.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Faloona</surname>
<given-names>I. C.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Chuang</surname>
<given-names>P. Y.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Earth and Planetary Sciences, University of California Santa Cruz, Santa Cruz, CA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Center for Interdisciplinary Remotely-Piloted Aircraft Studies, Naval Postgraduate School, Monterey, CA, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Land, Air and Water Resources, University of California Davis, Davis, CA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>22</issue>
<fpage>11135</fpage>
<lpage>11152</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/12/11135/2012/acp-12-11135-2012.html">This article is available from http://www.atmos-chem-phys.net/12/11135/2012/acp-12-11135-2012.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/11135/2012/acp-12-11135-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/11135/2012/acp-12-11135-2012.pdf</self-uri>
<abstract>
<p>Aircraft sampling of the stratocumulus-topped boundary layer (STBL) during
the Physics of Stratocumulus Top (POST) experiment was primarily achieved
using sawtooth flight patterns, during which the atmospheric layer 100 m
above and below cloud top was sampled at a frequency of once every 2 min.
The large data set that resulted from each of the 16 flights document the
complex structure and variability of this interfacial region in a variety of
conditions. In this study, we first describe some properties of the
entrainment interface layer (EIL), where strong gradients in turbulent
kinetic energy (TKE), potential temperature and moisture can be found. We
find that defining the EIL by the first two properties tends to yield similar
results, but that moisture can be a misleading tracer of the EIL. These
results are consistent with studies using large-eddy simulations. We next
utilize the POST data to shed light on and constrain processes relevant to
entrainment, a key process in the evolution of the STBL that to-date is not
well-represented even by high resolution models. We define &quot;entrainment
efficiency&quot; as the ratio of the TKE consumed by entrainment to that
generated within the STBL (primarily by cloud-top cooling). We find values
for the entrainment efficiency that vary by 1.5 orders of magnitude, which is
even greater than the one order magnitude that previous modeling results have
suggested. Our analysis also demonstrates that the entrainment efficiency
depends on the strength of the stratification of the EIL, but not on the TKE
in the cloud top region. The relationships between entrainment efficiency and
other STBL parameters serve as novel observational contraints for simulations
of entrainment in such systems.</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">Bachalo, W. D.: Method for measuring the size and velocity of spheres by dual-beam light-scatter interferometry, Appl. Opt., 19, 363–370, 1980. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Bachalo, W. D. and Houser, M. J.: Phase doppler spray analyzer for simultaneous measurements of drop size and velocity distributions, Opt. Eng., 23, 583–590, 1984. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Ball, F. K.: Control of inversion height by surface heating, Q. J. Roy. Meteor. Soc., 86, 483–494, http://dx.doi.org/10.1002/qj.49708637005doi:10.1002/qj.49708637005, 1960. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Betts, A. K., and Ball, J. H.: Budget analysis of FIFE-1987 sonde data, J. Geophys. Res., 99, 3655–3666, http://dx.doi.org/10.1029/93JD02739doi:10.1029/93JD02739, 1994. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Bretherton, C. S., Blossey, P. N., and Uchida, J.: Cloud droplet sedimentation, entrainment efficiency, and subtropical stratocumulus albedo, Geophys. Res. Lett., 34, L03813, http://dx.doi.org/10.1029/2006GL027648doi:10.1029/2006GL027648, 2007. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Caughey, S. J., Crease, B. A., and Roach, W. T.: A field-study of nocturnal stratocumulus .2. turbulence structure and entrainment, Q. J. Roy. Meteor. Soc., 108, 125–144, http://dx.doi.org/10.1256/smsqj.45507doi:10.1256/smsqj.45507, 1982. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Chuang, P. Y., Saw, E. W., Small, J. D., Shaw, R. A., Sipperley, C. M., Payne, G. A., and Bachalo, W. D.: Airborne phase Doppler interferometry for cloud microphysical measurements, Aerosol Sci. Tech., 42, 685–703, http://dx.doi.org/10.1080/02786820802232956doi:10.1080/02786820802232956, 2008. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Deardorff, J. W.: Stratocumulus-capped mixed layers derived from a 3-dimensional model, Bound.-Lay. Meteor., 18, 495–527, 1980a. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Deardorff, J. W.: Cloud top entrainment instability, J. Atmos. Sci., 37, 131–147, 1980b. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Deardorff, J. W., Willis, G., and Stockton, B.: Laboratory studies of the entrainment zone in a convectively mixed layer, J. Fluid Mech., 100, 41–64, 1980. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Faloona, I., Lenschow, D. H., Campos, T., Stevens, B., van Zanten, M., Blomquist, B., Thornton, D., Bandy, A., and Gerber, H.: Observations of entrainment in eastern Pacific marine stratocumulus using three conserved scalars, J. Atmos. Sci., 62, 3268–3285, 2005. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Gerber, H., Arends, B. G., and Ackerman, A. S.: New microphysics sensor for aircraft use, Atmos. Res., 31, 235–252, 1994. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Gerber, H., Frick, G., Malinowski, S. P., Brenguier, J. L. and Burnet, F.: Holes and entrainment in stratocumulus, J. Atmos. Sci., 62, 443–459, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Glickman, T. S.: Glossary of Meteorology, available at: http://amsglossary.allenpress.com/glossary/search?id=entrainment1, Am. Meteorol. Soc., 2000. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Haman, K. E., Malinowski, S. P., Kurowski, M. J., Gerber, H. and Brenguier, J. L.: Small scale mixing processes at the top of a marine stratocumulus – a case study, Q. J. Roy. Meteor. Soc., 133, 213–226, http://dx.doi.org/10.1002/qj.5doi:10.1002/qj.5, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">James, D. G.: Observations from aircraft of temperatures and humidities near stratocumulus clouds, Q. J. Roy. Meteor. Soc., 85, 120–130, 1959. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Klein, S. A., Hartmann, D. L. and Norris, J. R.: On the relationships among low-cloud structure, sea-surface temperature, and atmospheric circulation in the summertime northeast Pacific, J. Climate, 8, 1140–1155, 1995. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Kraus, H. and Schaller, E.: Note on closure in Lilly-type inversion models, Tellus, 30, 284–288, 1978. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Kurowski, M. J., Malinowski, S. P. and Grabowski, W. W.: A numerical investigation of entrainment and transport within a stratocumulus-topped boundary layer, Q. J. Roy. Meteor. Soc., 135, 77–92, http://dx.doi.org/10.1002/qj.354doi:10.1002/qj.354, 2009. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Lenschow, D. H., Zhou, M. Y., Zeng, X. B., Chen, L. S., and Xu, X. D.: Measurements of fine-scale structure at the top of marine stratocumulus, Bound.-Lay. Meteor., 97, 331–357, http://dx.doi.org/10.1023/A:1002780019748doi:10.1023/A:1002780019748, 2000. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Lewellen, D. and Lewellen, W.: Large-eddy boundary layer entrainment, J. Atmos. Sci., 55, 2645–2665, 1998. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Lilly, D. K.: Models of cloud-topped mixed layers under a strong inversion, Q. J. Roy. Meteor. Soc., 94, 292–309, http://dx.doi.org/10.1002/qj.49709440106doi:10.1002/qj.49709440106, 1968. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Moeng, C. H., Stevens, B., and Sullivan, P. P.: Where is the interface of the stratocumulus-topped PBL?, J. Atmos. Sci., 62, 2626–2631, 2005. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Nicholls, S. and Turton, J. D.: An observational study of the structure of stratiform cloud sheets.2. entrainment, Q. J. Roy. Meteor. Soc., 112, 461–480, 1986. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Randall, D. A.: Conditional instability of the 1st kind upside-down, J. Atmos. Sci., 37, 125–130, 1980. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Sankar, S. V., Weber, B. J., Kamemoto, D. Y., and Bachalo, W. D.: Sizing fine particles with the phase-Doppler interferometric technique, Appl. Opt., 30, 4914–4920, 1991. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Siems, S. T., Bretherton, C. S., Baker, M. B., Shy, S. S., and Breidenthal, R. E.: Buoyancy reversal and cloud-top entrainment instability, Q. J. Roy. Meteor. Soc., 116, 705–739, http://dx.doi.org/10.1002/qj.49711649309doi:10.1002/qj.49711649309, 1990. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Stevens, B. and Brenguier, J. L.: Clouds in the Perturbed Climate System: Their Relationship to Energy Balance, Atmospheric Dynamics, and Precipitation (Strü ngmann Forum Reports), Chapter 8: Cloud-controlling Factors: Low Clouds, 173–196, MIT Press, 2009. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Stevens, B., Lenschow, D. H., Faloona, I., Moeng, C. H., Lilly, D. K., Blomquist, B., Vali, G., Bandy, A., Campos, T., Gerber, H., Haimov, S., Morley, B., and Thornton, D.,: On entrainment rates in nocturnal marine stratocumulus, Q. J. Roy. Meteor. Soc., 129, 3469–3493, http://dx.doi.org/10.1256/qj.02.202doi:10.1256/qj.02.202, 2003.  </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Stevens, B., Moeng, C. H., Ackerman, A. S., Bretherton, C. S., Chlond, A., De Roode, S., Edwards, J., Golaz, J. C., Jiang, H. L., Khairoutdinov, M., Kirkpatrick, M. P., Lewellen, D. C., Lock, A., Muller, F., Stevens, D. E., Whelan, E., and Zhu, P.: Evaluation of large-eddy simulations via observations of nocturnal marine stratocumulus, Mon. Weather Rev., 133, 1443–1462, 2005. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Stull, R. B.: An Introduction to Boundary Layer Meteorology, Springer, 1988. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Sun, J. N., and Wang, Y.: Effect of the entrainment flux ratio on the relationship between entrainment rate and convective Richardson number, Bound.-Lay. Meteor., 126, 237–247, http://dx.doi.org/10.1007/s10546-007-9231-4doi:10.1007/s10546-007-9231-4, 2008. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Wang, Q. and Albrecht, B. A.: Observations of cloud-top entrainment in marine stratocumulus clouds, J. Atmos. Sci., 51, 1530–1547, 1994. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Wendisch, M., Garrett, T. J., and Strapp, J. W.: Wind tunnel tests of the airborne PVM-100A response to large droplets, J. Atmos. Oceanic Tech., 19, 1577–1584, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Wyngaard, J. C.: Turbulence in the Atmosphere, Cambridge University Press, 259–262, 2010. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Yamaguchi, T. and Randall, D. A.: Large-eddy simulation of evaporatively driven entrainment in cloud-topped mixed layers, J. Atmos. Sci., 65, 1481–1504, http://dx.doi.org/10.1175/2007JAS2438.1doi:10.1175/2007JAS2438.1, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>