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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-8-287-2008</article-id>
<title-group>
<article-title>Quality assessment of water cycle parameters in REMO by radar-lidar synergy</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hennemuth</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Weiss</surname>
<given-names>A.</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>Bösenberg</surname>
<given-names>J.</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>Jacob</surname>
<given-names>D.</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>Linné</surname>
<given-names>H.</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>Peters</surname>
<given-names>G.</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>Pfeifer</surname>
<given-names>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>Max-Planck-Institute for Meteorology, Hamburg, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>British Antarctic Survey, High Cross, Madingley Road,  Cambridge CB3 0ET, UK</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Meteorological Institute, University of Hamburg,  Hamburg, Germany</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>now at: Consulting Meteorologist, Hamburg, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>25</day>
<month>01</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>2</issue>
<fpage>287</fpage>
<lpage>308</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2008 B. Hennemuth et al.</copyright-statement>
<copyright-year>2008</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Generic License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by-nc-sa/2.5/">https://creativecommons.org/licenses/by-nc-sa/2.5/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://acp.copernicus.org/articles/8/287/2008/acp-8-287-2008.html">This article is available from https://acp.copernicus.org/articles/8/287/2008/acp-8-287-2008.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/8/287/2008/acp-8-287-2008.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/8/287/2008/acp-8-287-2008.pdf</self-uri>
<abstract>
<p>A comparison study of water cycle parameters derived from ground-based
remote-sensing instruments and from the regional model REMO is presented.
Observational data sets were collected during three measuring campaigns in
summer/autumn 2003 and 2004 at Richard Aßmann Observatory, Lindenberg,
Germany. The remote sensing instruments which were used are differential
absorption lidar, Doppler lidar,
ceilometer, cloud radar, and micro rain radar for the derivation of humidity
profiles, ABL height, water vapour flux profiles, cloud parameters, and rain
rate.
Additionally, surface latent and sensible heat flux and soil moisture were
measured. Error ranges  and
representativity of the data are discussed.
For comparisons the regional model REMO was run for all measuring periods with a
horizontal resolution of 18 km and 33 vertical levels. Parameter output was
every hour.
The measured data were transformed to the vertical model grid and averaged in
time in order to better match with gridbox model values. The comparisons show
that the atmospheric boundary layer is not adequately simulated, on most days
it is too shallow and too moist. This is found to be caused by a wrong
partitioning of energy at the surface, particularly a too large latent heat
flux. The reason is obviously an overestimation of soil moisture during drying
periods by the one-layer scheme in the model. The profiles of water vapour
transport within the ABL appear to be realistically simulated. The comparison
of cloud cover reveals an underestimation of low-level and mid-level clouds by
the model, whereas the comparison of high-level clouds is hampered by the
inability of the cloud radar to see cirrus clouds above 10 km. Simulated ABL
clouds apparently have a too low cloud base, and the vertical extent is
underestimated. The ice water content of clouds agree in model and observation
whereas the liquid water content is unsufficiently derived from cloud radar
reflectivity in the present study. Rain rates are similar, but the
representativeness of both observations and grid box values is low.</p>
</abstract>
<counts><page-count count="22"/></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"> Baedi, R. J P., de~Wit, J. J M., Russchenberg, H. W J., Erkelens, J S., and Baptista, J. P. V P.: Estimating effective radius and liquid water content from radar and lidar based on CLARE&apos;98 data-set, Phys. Chem. Earth (B), 25, 1057&amp;ndash;1062, 2000. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Batchvarova, E. and Gryning, S.: An applied model for the height of the daytime mixed layer and the entrainment zone, Boundary-Layer Meteorol., 71, 311&amp;ndash;323, 1994. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Beyrich, F. and Mengelkamp, T.: Evaporation over a heterogeneous land surface: EVA_GRIPS and the LITFASS-2003 experiment &amp;ndash; an overview, Boundary-Layer Meteorol., 121, 5&amp;ndash;32, 2006. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Beyrich, F., Leps, J., Mauder, M., Bange, J., Foken, T., Huneke, S., Lohse, H., Lüdi, A., Meijninger, W., Mironov, D., Weisensee, U., and Zittel, P.: Area-averaged surface fluxes over the LITFASS region based on eddy-covariance measurements, Boundary-Layer Meteorol., 121, 33&amp;ndash;65, 2006. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Bormotov, V., Peters, G., Schünemann, K., Vavriv, D., Vinogrdov, V., and Volkov, V.: A 36 GHz Doppler radar for remote sensing of the atmosphere, in: Proceedings of Millennium Conference on Antenna and Propagation, Davos Switzerland, 9&amp;ndash;14 April 2000, 2000. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bösenberg, J.: Ground-based differential absorption lidar for Water-vapor and temperature profiling: methodology, Appl. Optics, 37, 3845&amp;ndash;3860, 1998. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bösenberg, J.: Differential Absorption Lidar for Water Vapor and Temperature Profiling, in: Lidar-Range-Resolved Optical Remote Sensing of the Atmosphere, edited by: Weitkamp, C., pp. 213&amp;ndash;240, Springer, New York, 2005. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bösenberg, J. and Linné, H.: Laser remote sensing of the planetary boundary layer, Meteorol. Z., 11, 233&amp;ndash;240, 2002. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Brooks, M., Hogan, R., and Illingworth, I.: A long term comparison of cloud properties observed by vertically pointing radar and lidar with their representation in operational NWP models, in: Proc. 14th Int. Conf. on Clouds and Precipitation, Bologna, Italy, 2004. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Chiriaco, M., Vautard, R., Chepfer, H., Haeffelin, M., Didhia, J., Wanherdrick, Y., Morille, Y., and Protat, A.: The ability of MM5 to simulate ice clouds: Systematic compariosn between simulated and measured fluxes and lidar/radar profiles at the SIRTA Atmospheric Observatory, Mon Weather Rev., 134, 897&amp;ndash;918, 2006. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Clothiaux, E E., Miller, M A., Albrecht, B A., Ackermann, T P., Verlinde, J., Babb, D M., Peters, R M., and Syrett, W J.: An evaluation of a 94-GHz radar for remote sensing of cloud properties, J. Atmos. Ocean. Tech., 12, 201&amp;ndash;229, 1995. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Crewell, S., Bloemink, H., Feijt, A., Garc\&apos;ia, S., Jolivet, D., Krasnov, O., van Lammeren, A., Löhnert, U., van Meijgaard, E., Meywerk, J., Quante, M., Pfeilsticker, K., Schmidt, S., Scholl, T., Simmer, C., Schröder, M., Trautmann, T., Venema, V., Wendisch, M., and Willén, U.: The BALTEX BRIDGE campaign &amp;ndash; An integrated approach for a better understanding of clouds, B. Am. Meteorol. Soc., 85, 1565&amp;ndash;1584, 2004. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> DKRZ: The ECHAM3 atmospheric general circulation model, Techn. Report~6, Deutsches Kimarechenzentrum, Hamburg, Germany, 1994. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Dümenil, L. and Todini, E.: A rainfall-runoff scheme for use in the Hamburg climate model, in: Advances in Theoretical Hydrology, A Tibute to James Dooge, edited by: O&apos;Cane, J., Europ. Geophys. Soc. Ser. Hydrolog. Sciences (1), pp. 129&amp;ndash;157, Elsevier Press, Amsterdamm, The Netherlands, 1992. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Ertel, K.: Application and Development of Water Vapor DIAL Systems, Dissertation Univ. Hamburg, http://www.sub.uni-hamburg.de/opus/frontdoor.php?source_opus=2007, p. 128, 2004. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Fox, N. and Illingworth, A.: The retrieval of stratocumulus cloud properties by ground-based cloud radar, J. Appl. Met., 36, 485&amp;ndash;492, 1997. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Gaussiat, N., Sauvageot, H., and Illingworth, A.: Cloud liquid water and ice content retrieval by multiwavelength radar, J. Atmos. Ocean. Tech., 20, 1264&amp;ndash;1275, 2003. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Haeffelin, M., Barthés, L., Bock, O., Boitel, C., Bouniol, D., Chepfer, H., Chiriaco, M., Cuesta, J., Delano\&quot;e, J., Dobrinski, P., Dufresne, J.-L., Flamant, C., Grall, M., Hodzic, A., Hourdin, F., Lapouge, F., Lema\^itre, Y., Mathieu, A., Morille, Y., Naud, C., No\&quot;el, V., O&apos;Hirok, W., Pelon, J., Pietras, C., Protat, A., Romand, B., Scialom, G., and Vautard, R.: SIRTA, a ground-based atmospheric observatory for cloud and aerosol research, Ann. Geophys., 23, 253&amp;ndash;275, 2005. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hennemuth, B. and Lammert, A.: Determination of the atmospheric boundary layer height from radiosonde and lidar backscatter, Boundary-Layer Meteorol., 120, 181&amp;ndash;200, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Hogan, R., Jakob, C., and Illingworth, A.: Comparison of ECMWF winter-season cloud fraction with radar-derived values, J. Appl. Meteorol., 40, 513&amp;ndash;525, 2001. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Hogan, R., Illingworth, A., O&apos;Connor, E., and Baptista, J P.: Characteristics of mixed-phase clouds Part II: A climatology from ground-based lidar, Q. J. R. Meteorol. Soc., 129, 1&amp;ndash;18, 2003. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Hogan, R., Mittermaier, M., and Illingworth, A.: The retrieval of ice water content from radar reflectivity factor and temperature and its use in in evaluating a mesoscale model, J. Appl. Meteorol., 45, 301&amp;ndash;317, 2006. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Holtslag, A A. and Boville, B A.: Local versus non-local boundary-layer diffusion in a global climate model, J. Climate, 10, 1825&amp;ndash;1842, 1993. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Intrieri, J., Shupe, M. D., Uttal, T., and McCarty, B. J.: An annual cycle of Arctic cloud characteristics observed by radar and lidar at SHEBA, J. Geophys. Res., 107(C10), 8029, https://doi.org/10.1029/2000JC000423, 2002 </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Jacob, D.: A note to the simulation of the annual and inter-annual variability of the water budget over the Baltic Sea drainage basin, Meteorol. Atmos. Phys., 77, 61&amp;ndash;73, 2001. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Jacob, D., den Hurk, B V., Andrǽ, U., Elgered, G., Fortelius, C., Graham, L., Jackson, S., Karstens, U., Köpken, C., Lindau, R., Podzun, R., Rockel, B., Rubel, F., Sass, B., Smith, R., and Yang, X.: A comprehensive model inter-comparison study investigating the water budget during the BALTEX-PIDCAP period, Meteorol. Atmos. Phys., 77, 19&amp;ndash;43, 2001. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Krasnov, O. and Russchenberg, H.: An enhanced algorithm for the retrieval of liquid water cloud porperties from simultaneous radar and lidar measurements. Part 1: The basic analysis of in situ measured drop size spectra, in: European conferenxe on Radar Meteorology ERAD 2002, 18&amp;ndash;22 November 2002, ERAD Publication Series, 1, Delft, The Netherlands, 2002. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Krasnov, O. and Russchenberg, H.: Retrieval of the LWC in water clouds with radar and lidar, in: Proc. Sixth Int. Symposium on Tropospheric Profiling, Needs and Technologies, 14&amp;ndash;20 September 2003, Leipzig, Germany, 2003. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Krasnov, O. and Russchenberg, H.: A synergetic radar lidar technique for the LWC retrieval in water clouds, in: COST 720 Final Symposium, Toulouse, Toulouse, France, 15&amp;ndash;18 May 2006, 2006. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Lammert, A. and Bösenberg, J.: Determination of the convective boundary layer height with laser remote sensing, Bound.-Lay. Meteorol., 119, 159&amp;ndash;170, 2006. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Linné, H., Hennemuth, B., Bösenberg, J., and Ertel, K.: Water vapour flux profiles in the convective boundary layer, Theor. Appl. Climatol., 87, 201&amp;ndash;211, 2007. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, C.-L. and Illingworth, A.: Toward more accurate retrievals of ice water content from radar measurements of clouds, J. Appl. Meteorol., 39, 1130&amp;ndash;1146, 2000. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Lohmann, U., Roeckner, E.: Introduction of a prognostic cloud ice scheme in the ECHAM general circulation model: Impact on climate and climate sensitivity, Report 179, Max-Planck-Inst. f. Meteorologie, Hamburg, Germany, 1995. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Louis, J F.: A parametric model of vertical eddy fluxes in the atmosphere, Bound.-Lay. Meteorol., 17, 187&amp;ndash;202, 1979. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Löhnert, U., Crewell, S., and Simmer, C.: An integrated approach toward retrieving physically consistent profiles of temperature, humidity and cloud liquid water, J. Appl. Meteorol., 43, 1295&amp;ndash;1307, 2004. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Mahrt, L.: Mixed layer moisture structure, Mon. Weather Rev., 104, 1403&amp;ndash;1407, 1976. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Mauder, M., Liebethal, C., Göckede, M., Leps, J., Beyrich, F., and Foken, T.: Processing and quality control of flux data during LITFASS-2003, Bound.-Lay. Meteorol., 121, 67–88, 2006.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Mengelkamp, H.-T., Beyrich, F., Heinemann, G., Ament, F., Bange, J., Berger, F., Bösenberg, J., Foken, T., Hennemuth, B., Heret, C., Huneke, S., Johnsen, K.-P., Kerschgens, M., Kohsiek, W., Leps, J.-P., Liebethal, C., Lohse, H., Mauder, M., Meijninger, W., Raasch, S., Simmer, C., Spieß, T., Tittebrand, A., Uhlenbrock, J., and Zittel, P.: Evaporation over a heterogeneous land surface, B. Am. Meteorol. Soc., 87, 775&amp;ndash;786, 2006. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Meywerk, J., Quante, M., and Sievers, O.: Radar based remote sensing of cloud liquid water &amp;ndash; application of various techniques &amp;ndash; a case stdy, Atmos. Res., 75, 167&amp;ndash;181, 2005. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Mölders, N.: Plant- and soil-parameter-caused uncertainty of predicted surface fluxes, Mon. Weather Rev., 133, 3498&amp;ndash;3516, 2005. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Neisser, J., Adam, W., Beyrich, F., Leiterer, U., and Steinhagen, H.: Atmospheric boundary layer monitoring at the Meteorological Observatory Lindenberg as a part of the &apos;Lindenberg Column&apos;: Facilities and selected results, Meteorol. Z., 11, 241&amp;ndash;253, 2002. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Nordeng, T.: Extended versions of the convective parametrization scheme at ECMWF and their impact on the mean and transient activity of the model in the tropics, Technical Momorandum 206, ECMWF Research Department, Reading, UK, 1994. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Parlange, M., Eichinger, W., and Albertson, J.: Regional scale evaporation and the atmospheric boundary layer, Rev. Geophys., 33, 99&amp;ndash;124, 1995. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Peters, G., Fischer, B., and Andersson, T.: Rain observations with avertically looking Micro Rain Radar (MRR), Boreal Environm., 7, 353&amp;ndash;362, 2002. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Peters, G., Fischer, B., Münster, H., Clemens, M., and Wagner, A.: Profiles of raindrop size distributions as retrieved by microrain radars, J. Appl. Meteorol., 41, 1930&amp;ndash;1949, 2005. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Protat, A., Armstrong, A., Haeffelin, M., Morille, Y., Pelon, J., and Delano\&quot;e, J.: Impact of conditional sampling and instrumental limitations on the statistics of cloud properties derived from cloud radar and lidar at SIRTA, Geophys. Res. Lett., 33, L11805, https://doi.org/10.1029/2005GL025340, 2006. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Rockel, B., Raschke, E., and Weyres, B.: A parameterization of broad band radiative transfer properties of water, ice and mixed clouds, Contr. Atmos. Phys., 64, 1&amp;ndash;12, 1991. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Roeckner, E., Arpe, K., Bengtsson, L., Christoph, M., Claussen, M., Dümenil, L., Esch, M., Giorgetta, M., Schlese, U., and Schulzweida, U.: The atmospheric general circulation model ECHAM-4: Model description and simulation of present day climate, Report 218, Max-Planck-Inst. f. Meteorologie, Hamburg, Germany, 1996. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Russchenberg, H., Crewell, S., Loehnert, U., Quante, M., Meywerk, J., Baltink, H K., and Krasnov, O.: Radar observations of stratocumulus compared with in situ aircraft data and simulations, in: Proc. ERAD 2004 Visby, pp. 296&amp;ndash;300, Visby, Sweden, 2004. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Sassen, K.: Ice cloud content from radar reflectivity, J. Clim. Appl. Meterol., 25, 1050&amp;ndash;1053, 1987. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Sauvageot, H. and Omar, J.: Radar reflectivity of cumulus clouds, J. Atmos. Ocean. Tech., 4, 264&amp;ndash;272, 1987. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Sengupta, M., Clothiaux, E., and Ackerman, T.: Climatology of warm boundary layer clouds at the ARM SGP site and their comparison to models, J. Climate, 17, 4760&amp;ndash;4782, 2004. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Stull, R.: An introduction to boundary layer meteorology, Kluwer Academic Publisher, Dordrecht, 1988. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Sundqvist, H.: A parameterization scheme for non-convective condensation including prediction of cloud water content, Q. J. R. Meteorol. Soc., 104, 677&amp;ndash;690, 1978. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Tiedtke, M.: A comprehensive mass flux scheme for cumulus parameterization in large-scale models, Mon. Weather Rev., 117, 1779&amp;ndash;1800, 1989. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Tinel, C., Testud, J., Pelon, J., Hogan, R., Protat, A., Delano\&quot;e, J., and Bouniol, D.: The retrieval of ice-cloud properties from cloud radar and lidar synergy, J. Appl. Meteorol., 44, 860&amp;ndash;874, 2005. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> van Meijgaard, E. and Crewell, S.: Comparison of model predicted liquid water path with ground-based measurements during CLIWA-NET, Atmos. Res., 75, 201&amp;ndash;226, 2005. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Willén, U., Crewell, S., Baltink, H. K., and Sievers, O.: Assessing model predicted vertical cloud structure and cloud overlap with radar and lidar ceilometer observations for the Baltex Bridge Campaign of CLIWA-NET, Atmos. Res., 75, 227&amp;ndash;255, 2005. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Wulfmeyer, V. and Bösenberg, J.: Ground-based differential absorption lidar for water-vapor and temperature profiling: assessment of accuracy, resolution, and meteorological applications, Appl. Opt., 37, 3825&amp;ndash;3844, 1998. </mixed-citation>
</ref>
</ref-list>
</back>
</article>