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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-12-12243-2012</article-id>
<title-group>
<article-title>Evaluation of the shortwave cloud radiative effect over the ocean by use of ship and satellite observations</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hanschmann</surname>
<given-names>T.</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>Deneke</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>Roebeling</surname>
<given-names>R.</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>Macke</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Leibniz-Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>European Organization for the Exploitation of Meteorological Satellites (EUMETSAT), Darmstadt, Germany</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>12243</fpage>
<lpage>12253</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>
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<self-uri xlink:href="http://www.atmos-chem-phys.net/12/12243/2012/acp-12-12243-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/12243/2012/acp-12-12243-2012.pdf</self-uri>
<abstract>
<p>In this study the shortwave cloud radiative effect (SWCRE) over ocean
calculated by the ECHAM 5 climate model is evaluated for the cloud property
input derived from ship based measurements and satellite based estimates and
compared to ship based radiation measurements. The ship observations yield
cloud fraction, liquid water path from a microwave radiometer, cloud bottom
height as well as temperature and humidity profiles from radiosonde ascents.
Level-2 products of the Satellite Application Facility on Climate Monitoring
(CM~SAF) from the Spinning Enhanced Visible and InfraRed Imager (SEVIRI) have
been used to characterize clouds. Within a closure study six different
experiments have been defined to find the optimal set of measurements to
calculate downward shortwave radiation (DSR) and the SWCRE from the model,
and their results have been evaluated under seven different synoptic
situations. Four of these experiments are defined to investigate the
advantage of including the satellite-based cloud droplet effective radius as
additional cloud property. The modeled SWCRE based on satellite retrieved
cloud properties has a comparable accuracy to the modeled SWCRE based on ship
data. For several cases, an improvement through introducing the
satellite-based estimate of effective radius as additional information to the
ship based data was found. Due to their different measuring characteristics,
however, each dataset shows best results for different atmospheric
conditions.</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"> Althausen,~D., Engelmann,~R., Baars,~H., Heese,~B., Ansmann,~A., Mueller,~D., and Komppula,~M.: Portable Raman Lidar Polly(XT) for automated profiling of aerosol backscatter, extinction, and depolarization, J. Atmos. Ocean. Tech., 26, 2366–2378, doi:http://dx.doi.org/10.1175/2009JTECHA1304.110.1175/2009JTECHA1304.1, 2009.  </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Barkstrom,~B R.: The Earth Radiation Budget Experiment (ERBE), Bull. Amer. Meteor. Soc., 65, 1170–1185, http://dx.doi.org/10.1175/1520-0477(1984)065&lt;1170:TERBE&gt;2.0.CO;2doi:10.1175/1520-0477(1984)065&lt;1170:TERBE&gt;2.0.CO;2, 1984.  </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Bedacht,~E., Gulev,~S K., and Macke,~A.: Intercomparison of global cloud cover fields over oceans from the VOS observations and NCEP/NCAR reanalysis, Int. J. Climatol., 27, 1707–1719, doi:http://dx.doi.org/10.1002/joc.149010.1002/joc.1490, 2007. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Clough,~S., Shephard,~M., Mlawer,~E., Delamere,~J., Iacono,~M., Cady-Pereira,~K., Boukabara,~S., and Brown,~P.: Atmospheric  radiative transfer modeling: a summary of the AER codes, J. Quant. Spectrosc. Ra., 91, 233–244, doi:http://dx.doi.org/10.1016/j.jqsrt.2004.05.05810.1016/j.jqsrt.2004.05.058, 2005.  </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> CMSAF Technical Team:  CDOP Product Requirements Document, SAF on climate monitoring,  Doc. No.: SAF/CM/DWD/PRD/1, Issue: 1.8, Date: 22 November 2011, 2011. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Crewell,~S. and Loehnert,~U.: Accuracy of cloud liquid water path from ground-based  microwave radiometry – 2. sensor accuracy and synergy, Radio  Sci., 38, 8042, doi:http://dx.doi.org/10.1029/2002RS00263410.1029/2002RS002634, 2003. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Deneke,~H M., Feijt,~A., van Lammeren,~A., and Simmer,~C.: Validation of a physical retrieval scheme of solar  surface irradiances from narrowband satellite radiances, J. Appl. Meteorol., 44, 1453–1466, doi:http://dx.doi.org/10.1175/JAM2290.110.1175/JAM2290.1, 2005. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Deneke,~H M., Knap,~W H., and Simmer,~C.: Multiresolution  analysis of the temporal variance and correlation of transmittance  and reflectance of an atmospheric column, J. Geophys. Res., 114, D17206, doi:http://dx.doi.org/10.1029/2008JD01168010.1029/2008JD011680, 2009. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Ebell,~K., Crewell,~S., Loehnert,~U., Turner,~D D., and O&apos;Connor,~E J.: Cloud statistics and cloud  radiative effect for a low-mountain site, Q. J.  Roy. Meteor. Soc., 137, 306–324, doi:http://dx.doi.org/10.1002/qj.74810.1002/qj.748, 2011. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Greuell,~W. and Roebeling,~R A.: Toward a standard procedure for validation of  satellite-derived cloud liquid water path: a study with SEVIRI  data, J. Appl. Meteorol. Clim., 48, 1575–1590, doi:http://dx.doi.org/10.1175/2009JAMC2112.110.1175/2009JAMC2112.1, 2009. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Guo,~G. and Coakley,~J J A.: Satellite estimates and shipboard observations  of downward radiative fluxes at the ocean surface, J. Atmos. Ocean. Tech., 25, 429–441, doi:http://dx.doi.org/10.1175/2007JTECHA990.110.1175/2007JTECHA990.1, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Han,~Q., Rossow,~W., and Lacis,~A.: Near-global survey of effective droplet  radii in liquid water clouds using ISCCP data, J. Climate, 7, 465–497, doi:http://dx.doi.org/10.1175/1520-0442(1994)007&lt;0465:NGSOED&gt;2.0.CO;210.1175/1520-0442(1994)007&lt;0465:NGSOED&gt;2.0.CO;2, 1994. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen,~J. and Travis,~L.: Light scattering in planetary atmospheres, Space  Sci. Rev., 16, 527–610, doi:http://dx.doi.org/10.1007/BF0016806910.1007/BF00168069, 1974. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Hu,~Y. and Stamnes,~K.: An  accurate parameterization of the radiative properties of water  clouds suitable for use in climate models, J. Climate, 6, 728–742, doi:http://dx.doi.org/10.1175/1520-0442(1993)006&lt;0728:AAPOTR&gt;2.0.CO;210.1175/1520-0442(1993)006&lt;0728:AAPOTR&gt;2.0.CO;2, 1993. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> IPCC, 2007: Summary for Policymakers, 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, S.,  Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L.,  Cambridge University Press, Cambridge, UK and New York, NY, USA. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Kalisch,~J. and Macke,~A.: Estimation of the total cloud cover with high temporal  resolution and parametrization of short-term fluctuations of sea  surface insolation, Meteorol Z., 17, 603–611, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Kalisch,~J. and Macke,~A.: Radiative budget and cloud radiative effect over the  Atlantic from ship based observations, Atmos. Meas. Tech.,5, 2391-2401, http://dx.doi.org/10.5194/amt-5-2391-2012doi:10.5194/amt-5-2391-2012, 2012. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Kipp and Zonen: Instruction Manual CM 21. – Manual Version: 0904, Kipp &amp;  Zonen~B V., Delftechpark 36, 2628 Delft, The Netherlands, 2004. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Koepke,~P., Hess,~M., Schult,~I., and Shettle,~E.: Global Aerosol Data Set, MPI Rep. 243,  Max-Planck-Institut für Meteorologie, Hamburg, Germany, 44 pp., 1997. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Liou,~K.: An Introduction to Atmospheric  Radiation, Academic Press, New York, USA, 136–139, 1980. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Macke,~A.: The Expedition of the  Research Vessel &quot;Polarstern&quot; to the Antarctic in 2008  (ANT-XXIV/4), in: Berichte zur Polar- und Meeresforschung –  Reports on Polar and Marine Research, edited by Macke,~A., 591,  Alfred-Wegener-Institut, Bremerhaven, 65 pp., 2009.  </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Macke,~A., Kalisch,~J., Sinitsyn,~A., and  Wassmann,~A.: More of MORE: the first MORE cruise onboard RV  Polarstern, WGSF/WCRP Flux News, 21–22,  2007.  </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Macke,~A., Kalisch,~J., Zoll,~Y., and  Bumke,~K.: Radiative effects of the cloudy atmosphere from ground  and satellite based observations, EPJ Web of Conferences, 9,  83–94, 2010a.  </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Macke,~A., Kalisch,~J., and Hollmann,~R.:  Validation of downward surface radiation derived from MSG data by  in-situ observations over the Atlantic ocean, Meteorol Z.,  19, 155–167, doi:http://dx.doi.org/10.1127/0941-2948/2010/043310.1127/0941-2948/2010/0433, 2010b.  </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">  Ramanathan,~V., Cess,~R., Harrison,~E., Minnis,~P., Barkstrom,~B.,  Ahmad,~E., and Hartmann,~D.: Cloud-radiative forcing and climate:  results from the earth radiation budget experiment, Science,  243, 57–63, doi:http://dx.doi.org/10.1126/science.243.4887.5710.1126/science.243.4887.57, 1989.  </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">  Reid,~J., Hobbs,~P., Rangno,~A., and Hegg,~D.: Relationships  between cloud droplet effective radius, liquid water content,  and droplet concentration for warm clouds in Brazil embedded in  biomass smoke, J. Geophys. Res.-Atmos., 104, 6145–6153,  doi:http://dx.doi.org/10.1029/1998JD20011910.1029/1998JD200119, 1999.  </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Roebeling,~R A., Feijt,~A J., and  Stammes,~P.: Cloud property retrievals for climate monitoring:  implications of differences between spinning enhanced visible  and infrared imager (SEVIRI) on METEOSAT-8 and advanced very  high resolution radiometer (AVHRR) on NOAA-17,  J. Geophys. Res., 111, D20210, doi:http://dx.doi.org/10.1029/2005JD00699010.1029/2005JD006990,  2006.  </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Roebeling,~R A., Deneke,~H M., and  Feijt,~A J.: Validation of cloud liquid water path retrievals  from SEVIRI using one year of CloudNET observations,  J. Appl. Meteorol. Clim., 47, 206–222,  doi:http://dx.doi.org/10.1175/2007JAMC1661.110.1175/2007JAMC1661.1, 2008.  </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">  Roeckner,~E., Bäuml,~G., Bonaventura,~L., Brokopf,~R.,  Esch,~M., Giorgetta,~M., Hagemann,~S., Kirchner,~I.,  Kornblueh,~L., Manzini,~E., Rhodin,~A., Schlese,~U.,  Schulzweida,~U., and Tomkins,~A.: The Atmospheric General  Circulation Model ECHAM5: part I: Model description, MPI  Rep. 349, Max-Planck-Institut für Meteorologie, Hamburg,  Germany, 127 pp., 2003.  </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Rose,~T., Crewell,~S., Loehnert,~U., and  Simmer,~C.: A network suitable microwave radiometer for  operational monitoring of the cloudy atmosphere, Atmos. Res.,  75, 183–200, 2005.  </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Rossow,~W. and  Schiffer,~R.: ISCCP cloud data products, B. Am. Meteorol.  Soc., 72, 2–20,  doi:http://dx.doi.org/10.1175/1520-0477(1991)072&lt;0002:ICDP&gt;2.0.CO;210.1175/1520-0477(1991)072&lt;0002:ICDP&gt;2.0.CO;2,  1991.  </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Schulz,~J. and  Hollmann,~R.: Climate Monitoring SAF Annual Product Quality  Assessment, CM~SAF, SAF/CM/DWD/VAL/OR5, 2009.  </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">  Schulz,~J., Albert,~P., Behr,~H.-D., Caprion,~D., Deneke,~H.,  Dewitte,~S., Dürr,~B., Fuchs,~P., Gratzki,~A., Hechler,~P.,  Hollmann,~R., Johnston,~S., Karlsson,~K.-G., Manninen,~T.,  Müller,~R., Reuter,~M., Riihelä,~A., Roebeling,~R., Selbach,~N.,  Tetzlaff,~A., Thomas,~W., Werscheck,~M., Wolters,~E., and  Zelenka,~A.: Operational climate monitoring from space: the  EUMETSAT Satellite Application Facility on Climate Monitoring  (CM-SAF), Atmos. Chem. Phys., 9, 1687–1709,  doi:http://dx.doi.org/10.5194/acp-9-1687-200910.5194/acp-9-1687-2009, 2009.  </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Sinitsyn,~A., Gulev,~S., Macke,~A.,  Kalisch,~J., and Sokov,~A.: MORE cruises launched, WGSF/WCRP  Flux News, 11–13, 2006.  </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Smirnov,~A., Holben,~B N.,  Slutsker,~I., Giles,~D M., McClain,~C R., Eck,~T F.,  Sakerin,~S M., Macke,~A., Croot,~P., Zibordi,~G., Quinn,~P K.,  Sciare,~J., Kinne,~S., Harvey,~M., Smyth,~T J., Piketh,~S.,  Zielinski,~T., Proshutinsky,~A., Goes,~J I., Nelson,~N B.,  Larouche,~P., Radionov,~V F., Goloub,~P., Moorthy,~K K.,  Matarrese,~R., Robertson,~E J., and Jourdin,~F.: Maritime  aerosol network as a component of aerosol robotic network, J.  Geophys. Res., 114, D06204, doi:http://dx.doi.org/10.1029/2008JD01125710.1029/2008JD011257,  2009.  </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Turner,~D D.,  Vogelmann,~A M., Austin,~R T., Barnard,~J C., Cady-Pereira,~K.,  Chiu,~J C., Clough,~S A., Flynn,~C., Khaiyer,~M M.,  Liljegren,~J., Johnson,~K., Lin,~B., Long,~C., Marshak,~A.,  Matrosov,~S Y., McFarlane,~S A., Miller,~M., Min,~Q.,  Minnis,~F., O&apos;Hirok,~W., Wang,~Z., and Wiscombe,~W.: Thin liquid  water clouds: their importance and our challenge,  B. Am. Meteorol. Soc., 88, 177–190,  doi:http://dx.doi.org/10.1175/BAMS-88-2-17710.1175/BAMS-88-2-177, 2007.   </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Wielicki, ~B A.,Barkstrom, ~B R.,Harrison, ~E F.,Lee, ~R B., Smith, ~G L., Cooper, ~J E.:  Clouds and the earth&apos;s radiant energy system (CERES): An earth observing system experiment,  B. Am. Meteorol. Soc.,77, 853–868, doi:http://dx.doi.org/10.1175/1520-0477(1996)077&lt;0853:CATERE&gt;2.0.CO;210.1175/1520-0477(1996)077&lt;0853:CATERE&gt;2.0.CO;2, 1996.   </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> World  Meteorological Organization: Guide to Meteorological  Instruments and Methods of Observations, WMO-NO 8,  2008.  </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Wulfmeyer,~V., Behrendt,~A.,  Kottmeier,~C., Corsmeier,~U., Barthlott,~C., Craig,~G C.,  Hagen,~M., Althausen,~D., Aoshima,~F., Arpagaus,~M., Bauer,~H.-S.,  Bennett,~L., Blyth,~A., Brandau,~C., Champollion,~C., Crewell,~S.,  Dick,~G., Di~Girolamo,~P., Dorninger,~M., Dufournet,~Y.,  Eigenmann,~R., Engelmann,~R., Flamant,~C., Foken,~T., Gorgas,~T.,  Grzeschik,~M., \mboxHandwerker,~J., Hauck,~C., Höller,~H.,  Junkermann,~W., Kalthoff,~N., Kiemle,~C., Klink,~S.,  König,~M., Krauss,~L., Long,~C N., Madonna,~F., Mobbs,~S.,  Neininger,~B., Pal,~S., Peters,~G., Pigeon,~G., Richard,~E.,  Rotach,~M W., Russchenberg,~H., Schwitalla,~T., Smith,~V.,  Steinacker,~R., Trentmann,~J., Turner,~D D., van Baelen,~J.,  Vogt,~S., Volkert,~H., Weckwerth,~T., Wernli,~H., Wieser,~A., and  Wirth,~M.: The convective and orographically-induced  precipitation study (COPS): the scientific strategy, the field  phase, and research highlights, Q. J. Roy. Meteor. Soc.,  137, 3–30, doi:http://dx.doi.org/10.1002/qj.75210.1002/qj.752, 2011. </mixed-citation>
</ref>
</ref-list>
</back>
</article>