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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-8-6965-2008</article-id>
<title-group>
<article-title>Comparison of cloud statistics from spaceborne lidar systems</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Berthier</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</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>Chazette</surname>
<given-names>P.</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>Pelon</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>Baum</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Service d&apos;Aéronomie du CNRS, Institut Pierre-Simon-Laplace, Université Pierre-et-Marie-Curie, 4, Place Jussieu–75252 Paris Cedex 05, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratoire des Sciences du Climat et de l&apos;Environnement, Laboratoire mixte CEA-CNRS, F-91191 Gif-sur-Yvette, France</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Space Science and Engineering Center, 122 W Dayton Street, Madison, WI 53706, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>now at: Space Science and Engineering Center, 1225 W. Dayton Street, Madison, WI 53706, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>03</day>
<month>12</month>
<year>2008</year>
</pub-date>
<volume>8</volume>
<issue>23</issue>
<fpage>6965</fpage>
<lpage>6977</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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<abstract>
<p>The distribution of clouds in a vertical column is assessed on the global
scale through analysis of lidar measurements obtained from three spaceborne
lidar systems: LITE (Lidar In-space Technology Experiment, NASA), GLAS
(Geoscience Laser Altimeter System, NASA), and CALIOP (Cloud-Aerosol LIdar
with Orthogonal Polarization). Cloud top height (CTH) is obtained from the
LITE profiles based on a simple algorithm that accounts for multilayer cloud
structures. The resulting CTH results are compared to those obtained by the
operational algorithms of the GLAS and CALIOP instruments. Based on our
method, spaceborne lidar data are analyzed to establish statistics on the
cloud top height. The resulting columnar results are used to investigate the
inter-annual variability in the lidar cloud top heights. Statistical analyses
are performed for a range of CTH (high, middle, low) and latitudes (polar,
middle latitude and tropical). Probability density functions of CTH are
developed. Comparisons of CTH developed from LITE, for 2 weeks of data
in 1994, with ISCCP (International Satellite Cloud Climatology Project) cloud
products show that the cloud fraction observed from spaceborne lidar is much
higher than that from ISCCP. Another key result is that ISCCP products tend
to underestimate the CTH of optically thin cirrus clouds. Significant
differences are observed between LITE-derived cirrus CTH and both GLAS and
CALIOP-derived cirrus CTH. Such a difference is due primarily to the lidar
signal-to-noise ratio that is approximately a factor of 3 larger for the LITE
system than for the other lidars. A statistical analysis for a full year of
data highlights the influence of both the Inter-Tropical Convergence Zone and
polar stratospheric clouds.</p>
</abstract>
<counts><page-count count="13"/></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"> Abshire, J. B., Sun, X., Riris, H., Sirota, J. M., McGarry, J. F., Palm, S., Yi, D., and Liiva, P.: Geoscience Laser Altimeter System (GLAS) on the ICESat Mission: On-orbit measurement performance, Geophys. Res. Lett., 32, L21S02, doi:10.1029/2005GL024028, 2005. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Baum, B. A., Uttal, T., Poellot, M., Ackerman, T. P., Alvarez, J. M., Intrieri, J., Starr, D. O&apos;C., Titlow, J., Tovinkere, V., and Clothiaux, E.: Satellite remote sensing of multiple cloud layers. J. Atmos. Sci., 52(23), 4210–4230, 1995. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Baum, B. A., Frey, R. A., Mace, G. G., Harkey, M. K., and Yang, P.: Nighttime multilayered cloud detection using MODIS and ARM data., J. Appl. Meteor., 42, 905–919, 2003. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Burkert, P., Fergg, F. and Fischer, H.: A compact high resolution Michelson interferometer for passive atmospheric sounding (MIPAS), IEEE Trans. Geosci. Remote Sensing GE-21,345, 1983. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Chang, F. L. and Li., Z.: A new method for detection of cirrus overlapping water clouds and determination of their optical properties, J.Atmos. Sci., 62, 3993–4009, 2005. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Chazette P., Pelon, J., and Mégie, G.: Determination by spaceborne backscatter lidar of the structural parameters of atmospheric scattering layer, App. Opt., 40, 3428–3440, 2001. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> David, C., Bekki, S., Godin, S., Megie, G., and Chipperfield, M. P.: Polar stratospheric clouds climatology over Dumont d&apos;Urville between 1989 and 1993 and the influence of volcanic aerosols on their formation, J. Geophys. Res., 103, 22 163–22 180, 1998. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Evan, A. T., Heidinger, A. K., and Vimont, D. J: Arguments against a physical long-term trend in global ISCCP cloud amounts, Geo. Res. Lett., 34, L04701, doi:10.1029/2006GL028083, 2007. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Flatau, P. J., Cotton, W. R., Stephens, G. L., Dalu, G. A., and Heymsfield, A. J.: Mixed layer model of cirrus clouds - Growth and dissipation mechanisms, Symposium on the Role of Clouds in Atmospheric Chemistry and Global Climate, Anaheim, CA; United-States; 30 January–3 February~1989, 151–156, 1989. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Forster, P., Ramaswamy, V., Artaxo, P., Berntsen, T., Betts, R., Fahey, D. W., Haywood, J., Lean, J., Lowe, D. C., Myhre, G., Nganga, J., Prinn, R., Raga, G., Schulz, M., and Van Dorland, R.: Changes in Atmospheric Constituents and in Radiative Forcing, 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, United Kingdom and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Grant, W. B., Browel, E. B., Butler, C. F., and Nowicki, G. D.: LITE measurements of biomass burning aerosols and comparisons with correlative airborne lidar measurements of multiple scattering in the planetary boundary layer, Advances in Atmospheric Remote Sensing with Lidar, edited by: Ansmann, A., Neuber, R., Rairoux, P., Wandinger, U., Springer-Verlag, Berlin, 153–156, 1997. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Heidinger, A. K. and Pavolonis, M. J.: Global daytime distribution of overlapping cirrus cloud from NOAA&apos;s Advanced Very High Resolution Radiometer, J. Climate, 18, 4772–4784, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Höpfner, M., Grabowski, U., Stiller, G. P., Von Clarmann, T.: Climatology of Artic and Antarctic polar stratospheric clouds (PSCs) from 2002-2007 as observed by MIPAS, POSTER EGU2007-A-08879 AS3.13-1FR1P-0120, 2007. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Hu, Y., Li, D., and Liu, J.: Abrupt seasonal variation of the ITCZ and the Hadley circulation, Geophys. Res. Lett., 34, L18814, doi:10.1029/2007GL030950, 2007. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Hugues, N. A. and Henderson-Sellers, A.: Global 3-D-nephanalysis of total cloud amount: Climatology for 1979, J. Clim. and Appl. Meteor., 24, 669–686, doi: 10.1175/1520-0450(1985)024&amp;lt;0669:GNOTCA&amp;gt;2.0.CO;2, 1985. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Ingmann, P., Straume-Lindner, A. G., and Werh T.: ESA space-borne lidars in preparation or planned, in: Proceedings, 24th ILRC, edited by: Hardesty, M. and Mayor, S., NCAR, Boulder, CO, 2008, 1109–1110, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Jin, Y. and Rossow, W. B.: Detection of cirrus overlapping low-level clouds, J. Geophys. Res., 102, 1727–1737, 1997. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Kent, G. S., Winker, D. M., Osborn, M. T., and Skeens, K. M.: A model for the separation of cloud and aerosol in SAGE II occultation data, J. Geophys. Res., 98(D11), 20 725–20 735, doi:10.1029/93JD00340, 1993. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Li, T.: Air-sea interactions of relevance to the ITCZ: Analysis of coupled instabilities and experiments in the hybrid coupled GCM, J. Atmos. Sci., 54, 134–147, 1997. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Vaughan, M. A., Winker, D. M., Hostetler, C. A., Poole, L. R., Hlavka, D., Hart, W., and McGill, M.: Use of probability distribution functions for discriminating between cloud and aerosol in lidar backscatter data, J. Geophys. Res., 109, D15202, doi:10.1029/2004JD004732, 2004. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Menzel, W. P., Baum, B. A., Strabala, K. I. and Frey, R. A.: Cloud top properties and cloud phase-Algorithm Theorical Basis Document: ATBD-MOD-04, p. 61. Available at http://modis-atmos.gsfc.nasa.gov/ , 2002. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Nasiri, S. L. and Baum, B. A.: Daytime multilayered cloud detection using multispectral imager data, J. Atmos. Ocean. Technol., 21, 1145–1155, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Palm, S. P. and Spinhirne, J.: The detection of clouds, aerosol and marine atmospheric boundary layer characteristics from simulated GLAS data. The 19th International Laser Radar Conference, Annapolis, Md, 6–10~July, 1998. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Palm, S. P., Hart, W., Hlavka, D., et al.: GLAS atmospheric data products, Algorithm Theor. Basis. Doc. ATBD-GLAS-01, version 4.2, Earth Obs. Syst. Proj. Off., Greenbelt, Md. available at http://www.csr.utexas.edu/glas/pdf/glasatmos.atbdv4.2.pdf, 2002. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Pavolonis, M. J. and Heidinger, A. K.: Daytime cloud overlap detection from AVHRR and VIIRS, J. Appl. Meteorol. 43, 762–778, 2004. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Philander, S. G. H., Gu, D., Halpern, D., Lambert, G., Lau, N.-C., Li, T., and Pacanowski, R. C.: Why the ITCZ is mostly north of the equator, J. Climate, 9, 2958–2972, 1996. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Pitts C., Thomason, L. W., Poole, L. R., and Winker, D. M.: Characterization of Polar Stratospheric Clouds with Space-Borne Lidar: CALIPSO and the 2006 Antarctic Season, Atmos. Chem. Phys. Discuss., 7, 7933–7985, available at www.atmos-chem-phys-discuss.net/7/7933/2007/, 2007. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Platnick, S., King, M. D., Ackerman, S. A., Menzel, W. P., Baum, B. A., Riedi, J. C.; and Frey, R. A.: The MODIS cloud products: Algorithms and example from Terra, IEEE Trans. Geosci., 41, 459–473, 2003. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Platt, C. M. R., Young, S. A., Manson, P. J., Patterson, G. R., Marsden, S. C., Austin, R. T., and Churnside, J. H.: The optical properties of equatorial cirrus from observations in the ARM Pilot Radiation Observation Experiment, J. Atmos. Sci, 55, 1977–1996, doi: 10.1175/1520-0469(1998)055&amp;lt;1977:TOPOEC&amp;gt;2.0.CO;2, 1998. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Rossow, W. B., Mosher, F., Kinsella, E., Arking, A., Desbois, M., Harrison, E., Minnis, P., Ruprecht, E., Seze, G., Simmer, C., and Smith, E.: ISCCP cloud algorithm intercomparison, J. Climate Appl. Meteor., 24, 877–903, doi:10.1175/1520-0450(1985)024&amp;lt;0887:ICAI&amp;gt;2.0.CO;2, 1985. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Rossow, W. B. and Schiffer, E. A.: ISCCP Cloud Data Products, Bull. Amer. Meteor. Soc., 72, 2–20, doi:10.1175/1520-0477(1991)072&amp;lt;0002:ICDP&amp;gt;2.0.CO;2, 1991. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Schiffer, R. A. and Rossow, W. B.: The International Satellite Cloud Climatology Project (ISCCP): The first project of the World Climate Research Program, Bull. Am. Meteorol. Soc., 64, 779–784, 1983. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Solomon, S.: Stratospheric ozone depletion: A review of concepts and history, Rev. Geophys., 37, 275–316, 1999. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Stephens, G. L.: Cloud feedbacks in the climate system: A critical Review, J. Clim., 18, 237–273., doi:10.1175/JCLI-3243.1, 2005. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Stowe, L. L.: Evaluation of NIMBUS~7 THIR/CLE and air force three-dimensional nephanalysis estimates of cloud amount, J. Geophys. Res., 89, 5370–5380, 1984. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Stubenrauch, C. J., Armante, R., Abdelaziz, G., Crevoisier, C., Pierangelo, C., Scott, N. A., and Chedin, A.: Cloud properties from AIRS, 15th International TOVS Study Conference Proceeding, Matera, Italy, 4–10 October 2006, 2006a. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Stubenrauch, C. J., Chédin, A., Rädel, G., Scott, N. A., and Serrar, S.: Cloud Properties and Their Seasonal and Diurnal Variability from TOVS Path-B, 2007, J. Climate, 19(21), 5531–5553, doi:10.1175/JCLI3929.1, 2006b. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Susskind, J., Reuter, D., and Chahine, M. T.: Cloud fields retrieved from HIRS2/MSU sounding data, J. Geophys. Res., 92D, 4035–4050, 1987. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Thome, K., Reagan, J., Geis, J., Bolt, M., and Spinhirne, J.: Validation of GLAS calibration using ground- and satellite-based data, Geoscience and Remote Sensing Symposium, 2004. IGARSS `04. Proceedings, 2004 IEEE International, 4, 2468–2471, 20–24~September~2004, available at http://ieeexplore.ieee.org/iel5/9436/29947/01369793.pdf, 2004. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Vaughan, M. A., Young, S. A., Winker, D. M., Powell, K. A., Omar, A. H., Liu, Z., Hu, Y., and Hostetler, C. A.: Fully automated analysis of space-based lidar data : An overview of the CALIPSO retrieval algorithms and data products, Proc. Spie., 5575, 16–30, doi:10.1117/12.572024, 2004. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Waliser, D. E. and Gautier, C.: A satellite-derived climatology of the ITCZ, J. Climate, 6, 2162–2174, doi:10.1175/1520-0442(1993)006&amp;lt;2162:ASDCOT&amp;gt;2.0.CO;2, 1993. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Warren, S. G., Hahn, C. J., and London, J.: Simultaneous occurrence of different cloud types, J. Clim. Appl. Meteorol., 24, 658–667, doi:10.1175/1520-0450(1985)024&amp;lt;0658:SOODCT&amp;gt;2.0.CO;2, 1985. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Couch, R. H., and McCormick, M. P.: An overview of LITE: NASA&apos;s Lidar In Space Technology Experiment, Proc. IEEE, 84, 164–180, 1996. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M.: Cloud Distribution Statistics from LITE, in: 19th International Laser Radar Conference, edited by: Singh, U. N., Ismail, S., and Schwemmer, G. K., 955–958, Annapolis, Maryland, 1998. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Pelon, J., and McCormick, M. P: The CALIPSO mission: Aerosols and cloud observation from space, Proc. ILRC 21, edited by: Bissonnette, L., Roy, G., and Vallee, G., 735–738, 2002. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M. and Hunt, B.: First Results from CALIOP, Proc. Third Symposium on LIDAR Atmospheric Applications, 87th AMS Annual Meeting, San Antonio, Texas, 15–18 January 2007, 2007. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Wylie, D. P., Jackson, D. L., Menzel, W. P., and Bates, J. J.: Trends in global cloud cover in two decades of HIRS observations, J. Climate, 18, 3021–3031, 2005. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Yeh, H. Y. and Liou, K. N.: Remote sounding of cloud parameters from a combination of infrared and microwave channels: A parameterization approach, J. Appl. Meteor., 22, 201–213, doi:10.1175/1520-0450(1983)022&amp;lt;0201:RSOCPF&amp;gt;2.0.CO;2, 1983. </mixed-citation>
</ref>
</ref-list>
</back>
</article>