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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-10-8131-2010</article-id>
<title-group>
<article-title>Radiative heating rates profiles associated with a springtime case of Bodélé and Sudan dust transport over West Africa</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lemaître</surname>
<given-names>C.</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>Flamant</surname>
<given-names>C.</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>Cuesta</surname>
<given-names>J.</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>Raut</surname>
<given-names>J.-C.</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>Chazette</surname>
<given-names>P.</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>Formenti</surname>
<given-names>P.</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>Pelon</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Laboratoire Atmosphères, Milieux, Observation Spatiales, UMR 8190, CNRS and Université Pierre et Marie Curie and UVSQ, Paris, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratoire de Météorologie Dynamique, CNRS, Ecole Polytechnique and ENS, Palaiseau, France</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Laboratoire des Sciences du Climat et l&apos;Environnement, CEA, CNRS and UVSQ,  Saclay, France</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Laboratoire Interuniversitaire des Systèmes Atmosphériques, CNRS and Université Paris Est Créteil Val de Marne/ Université Denis Diderot, Créteil, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>09</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>17</issue>
<fpage>8131</fpage>
<lpage>8150</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/10/8131/2010/acp-10-8131-2010.html">This article is available from http://www.atmos-chem-phys.net/10/8131/2010/acp-10-8131-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/8131/2010/acp-10-8131-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/8131/2010/acp-10-8131-2010.pdf</self-uri>
<abstract>
<p>The radiative heating rate due to mineral dust over West Africa is investigated
using the radiative code STREAMER, as well as remote sensing and in situ
observations gathered during the African Monsoon Multidisciplinary Analysis
Special Observing Period (AMMA SOP). We focus on two days (13 and 14 June 2006)
of an intense and long lasting episode of dust being lifted in remote sources in
Chad and Sudan and transported across West Africa in the African easterly jet
region, during which airborne operations were conducted at the regional scale,
from the southern fringes of the Sahara to the Gulf of Guinea. Profiles of
heating rates are computed from airborne LEANDRE 2 (Lidar Embarqué pour l&apos;étude
de l&apos;Atmosphère: Nuages Dynamique, Rayonnement et cycle de l&apos;Eau) and space-borne
CALIOP (Cloud Aerosol Lidar and Infrared Pathfinder Satellite Observations) lidar
observations using two mineral dust model constrained by airborne in situ data and
ground-based sunphotometer obtained during the campaign. Complementary spaceborne
observations (from the Moderate-resolution Imaging Spectroradiometer-MODIS) and
in-situ observations such as dropsondes are also used to take into account the
infrared contribution of the water vapour. We investigate the variability of the
heating rate on the vertical within a dust plume, as well as the contribution of
both shortwave and longwave radiation to the heating rate and the radiative heating
rate profiles of dust during daytime and nighttime. The sensitivity of the so-derived
heating rate is also analyzed for some key variables for which the associated
uncertainties may be large. During daytime, the warming associated with the
presence of dust was found to be between 1.5  K day&lt;sup&gt;&amp;minus;1&lt;/sup&gt; and 4  K day&lt;sup&gt;&amp;minus;1&lt;/sup&gt;,
on average, depending on altitude and latitude. Strong warming (i.e. heating rates as high
as 8  K day&lt;sup&gt;&amp;minus;1&lt;/sup&gt;) was also observed locally in some limited part of the dust
plumes. The uncertainty on the heating rate retrievals in the optically thickest
part of the dust plume was estimated to be between 0.5 and 1.4 K day&lt;sup&gt;&amp;minus;1&lt;/sup&gt;.
During nighttime much smaller values of heating/cooling are retrieved (less than
±1  K day&lt;sup&gt;&amp;minus;1&lt;/sup&gt;). Furthermore, cooling is observed as the result of the
longwave forcing in the dust layer, while warming is observed below the dust layer, in the monsoon layer.</p>
</abstract>
<counts><page-count count="20"/></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"> Ackermann, J., Völger, P., and Wiegner, M. : Significance of Multiple Scattering from Tropospheric Aerosols for Ground-Based Backscatter Lidar Measurements. Appl. Opt. 38, 24, 5195-5201, doi:10.1364/AO.38.005195, 1999. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Alfaro S., Gaudichet, A., Gomes, L., and Maillé, M.: Mineral aerosol production by wind erosion: aerosol particle sizes and binding energies, Geophys. Res. Lett., 25, 991–994, 1998. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Anderson, T. L. and Ogren, J. A.: Determining Aerosol Radiative Properties using the TSI 3563 Integrating Nephelometer, Aerosol Sci. Technol., 29(1), 57–69, 1998. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Balkanski, Y., Schulz, M., Claquin, T., and Guibert, S.: Reevaluation of Mineral aerosol radiative forcings suggests a better agreement with satellite and AERONET data, Atmos. Chem. Phys., 7, 81–95, doi:10.5194/acp-7-81-2007, 2007. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Berthier, S., Chazette, P., Couvert, P., Pelon, J., Dulac, F., Thieuleux, F., Moulin, C., and Pain, T.: Desert dust aerosol columnar properties over ocean and continental Africa from Lidar in-Space Technology Experiment (LITE) and Meteosat synergy, J. Geophys. Res., 111, D21202, doi:10.1029/2005JD006999, 2006. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Bierwirth, E., Wendisch, M., Ehrlich, A., Heese, B., Tesche, M., Althausen, D., Schladitz, A., Müller, D., Otto, S., Trautmann, T., Dinter, T., von Hoyningen-Huene, W., and Kahn, R. : Spectral surface albedo over Morocco and its impact on radiative forcing of Saharan dust. Tellus, 61B, 252–269, doi:10.1111/j.1600-0889.2008.00395.x., 2009. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Briegleb, B. P, Minnis, P., Ramanathan, V., and Harrison, E.: Comparison of regional clear-sky albedos inferred from observations and model calculation, J. Climate Appl. Meteor., 25, 214–226, 1986. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bruneau, D., Quaglia, P., Flamant, C., Meissonnier, M., and Pelon, J.: The airborne lidar LEANDRE II for water-vapor profiling in the troposphere, I. System description, Appl. Opt. 40, 3450–3475, 2001. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Chomette, O.: Modélisation et analyse meso-échelle du cycle de l&apos;aérosol désertique. Aspects radiatifs et dynamiques. PhD thesis, Université de Lille, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Collins, D. R., Johnson, H. H., Seinfeld, J. H., Flagan, R. C., Gasso, S., Hegg, D. A., Schmid, B., Russell, P. B., Livingston, J. M., Ostro E., Noone, K. J., Russell, L. M. and Putaud, J. P.: In situ aerosol size distributions and clear column radiative closure during ACE-2. Tellus 52B, 498–525, 2000. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Cuesta, J., Edouart, D., Mimouni, M., Flamant, P. H., Loth, C., Gibert, F., Marnas, F., Bouklila, A., Kharef, M., Ouchene, B., Kadi, M., and Flamant, C. A.: Multi-platform observations of the seasonal evolution of the Saharan atmospheric boundary layer in Tamanrasset, Algeria, in the framework of the African Monsoon Multidisciplinary Analysis field campaign conducted in 2006, J.Geophys. Res., 113, D00C07, doi:10.1029/2007JD009417, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Cuesta, J., Marsham, J. H., Parker, D. J., and Flamant, C.: Dynamical mechanisms controlling the vertical redistribution of dust and the thermodynamic structure of the West Saharan Atmospheric Boundary Layer during Summer, Atmos. Sci. Lett., 10, 1, 34–42, 2009. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Dimri, A. P. and Jain, V. K.: Radiative effect of desert aerosols, Current Science, 77(1), 163–166, 1999. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Smirnov, A., Holben, B. N., King, M. D., Kaufman, Y. J., Eck, T. F., and Slutsker, I.: Accuracy assessments of aerosol optical properties retrieved from AERONET sun and sky-radiance measurements, J. Geophys. Res., 105, 9791–9806, 2000. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Holben, B., Exk, T., Smirnov, A., Kaufman, Y., King, M., Tanré, D., Slutsker, I.: Variability of Absorption and Optical Properties of Key Aerosol Types Observed in Worldwide Locations, J. Atmos. Sci., 59, 590–608, 2002. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Dunion, J. P. and Velden, C. S.: The impact of the Saharan air layer on Atlantic tropical cyclone activity, BAMS, 353–365, doi:10.117/BAMS-85-3-353, 2004. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Evan, A. T., Dunion, J., Foley, J. A., Heidinger, A. K., Velden, C. S.: New evidence for a relationship between Atlantic tropical cyclone activity and African dust outbreaks, Geoph. Res. Lett., 33, L19813, doi:10.1029/2006GL026408, , 2006. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Fernald, F. G., Herman, B. M., and Reagan, J. A.: Determination of aerosol height distributions by lidar, J. Atmos. Meteor., 11, 482–489, 1972. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Fernald, F. G.: Analysis of atmospheric lidar observations: some comments, Appl. Opt., 23, 652–653, 1984. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Flamant, C., Chaboureau, J.-P., Parker, D. P., Taylor, C. M., Cammas, J. P., Bock, O., Timouk, F., and Pelon, J.: Airborne observations of the impact of a convective system on the planetary boundary-layer thermodynamics and aerosol distribution in the intertropical discontinuity region of the West African Monsoon, Q. J. Roy. Meteorol. Soc., 133, 1175–1189, 2007. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Flamant, C., Lavaysse, C., Todd, M., Chaboureau, J. P., and Pelon, J.: Multi-platform observations of a representative springtime case of Bodele and Sudan dust emission, transport and scavenging over West Africa, Q. J. Roy. Meteorol. Soc., 135, 413–430, 2009. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Formenti P., Grand, N., Chevaillier, S., Schmechtig, C., and Desboeufs, K.: Airborne observations of aerosol particles over western Africa in the summer monsoon season: Spatial and vertical variability of physico-chemical and optical properties, Atmos. Chem. Phys., to be submitted, 2010. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Grams, G., Blifford Jr., I. H., Gillette, D. A., and Russell, P. B.: Complex index of refraction of airbone soil particles, J. Appl. Meteorol., 13, 459–471, 1974. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Heinold, B., Tegen, I., Schepanski, K., and Hellmuth, O.: Dust radiative feedback on Saharan boundary layer dynamics and dust mobilization, Geophys. Res. Lett., 35, L20817, doi:10.1029/2008GL035319, 2008. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Heintzenberg, J., Charlson, R. J., Clarke, A. D., et al.: Measurements and modeling of aerosol single-scattering albedo: progress, problems and prospects, Beitr. Phys. Atmosph., 5(70), 249–263, 1997. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Heintzenberg, J.: The SAMUM-1 experiment over Southern Morocco: overview and introduction, Tellus, 61B, 2–11, 2009. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Highwood, J. E, Haywood, J. M. Silverstone, M. D., Newman, S. M., and Taylor, J. P.: Radiative properties and direct effect of Saharan dust measured by the C-130 aircraft during Saharan Dust Experiment (SHADE): 2. Terrestrial spectrum, J. Geophys. Res., 108(D18), 8578, doi:10.1029/2002JD002552, 2003. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Intergovernmental Panel on Climate Change (IPCC), Climate Change 2007: The Scientific Basis. Contribution of Working Group I to the Third 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 Univ. Press, New York, USA, 881 pp. 2007. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, B. T.: The semi direct aerosol effect, Phd thesis, University of Reading, UK, 2003. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, B. T., Shine, K. P., and Forster, P. M.: The semi-direct aerosol effect: Impact of absorbing aerosols on marine stratocumulus, Q. J. Roy. Meteorol. Soc., 130, 1407–1422, 2004. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Key, J. and Scheiger, A. J.: Tools for atmospheric radiative transfer: Streamer and FluxNet, Comp. Geosci., 24(5), 443–451, 1998. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Key, J.: Streamer User&apos;s Guide. Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin, USA, 96 pp., 2001. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, S.-W., Chazette, P., Dulac1, F., Sanak, J., Johnson, B., and Yoon, S.-C.: Transport and vertical structure of aerosols and water vapor over West Africa during the African monsoon dry season, Atmos. Chem. Phys., 9, 8017–8038, doi:10.5194/acp-9-8017-2009, 2009. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Lebel, T., Parker, D. J., Flamant, C., Bourles, B. , Marticorena, M., Mougin, E., Peugeot, C., Diedhiou, A., Haywood, J. M., Ngamini, J. B., Polcher, J., Redelsperger, J.-L., and Thorncroft, C. D.: The AMMA field campaigns: Multiscale and multidisciplinary observations in the West African region, Q. J. Roy. Meteorol. Soc., 136, S1, 8–33, 2010. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Liu, Z., Omar, A., Vaughan, M., Hair, J., Kittaka, C., Hu, Y., Powell, K., Trepte, C., Winker, D., Hostetler, C., Ferrare, R., and Pierce, R.: CALIPSO lidar observations of the optical properties of Saharan dust: A case study of long-range transport, J. Geophys. Res., 113, D07207, doi:10.1029/2007JD008878., 2008. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Messager, C., Parker, D. J., Reitebuch, O., Agusti-Panareda, A., Taylore, C. M., and Cuesta, J.: Structure and dynamics of the Saharan atmospheric boundary layer during the West African monsoon onset: Observations and analyses from the research flights of 14 and 17 July 2006, Q. J. Roy. Meteorol. Soc., 136(S1), 107–124, doi:10.1002/gj.469, 2010. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Mishchenko, M. I., Travis, L. D., and Macke, A.: Scattering of light by polydisperse, randomly oriented, finite circular cylinders, Appl. Opt., 35, 4927–4940, 1996. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Mohalfi, S., Bedi, H. S, Krishnamurti, T. N., and Cocke, S. D.: Impact of shortwave radiative effects of dust aerosols on the summer season Heat Low over Saudi Arabia, Amer. Meteorol. Soc., 126, 3153–3167, 1998. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Nicolas, F., Bissonnette, L. R., and Flamant, P. H.: Lidar effective multiple-scattering coefficients in cirrus clouds. Appl. Opt. 36, 3458–3468, 1997. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Ogawa, K. and Schmugge, T.: Mapping Surface Broadband Emissivity of the Sahara Desert using ASTER and MODIS data, Amer. Meteorol. Soc., 8(7), 1–14, 2004. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Omar, A. H., Winker, D., Kittaka, C., Vaughan, M. A., Liu, Z., Hu, Y., Trpte, C. R., Rogers, R. R, Ferrare, R. A., Lee, K.-P., Kuehn, R. E., and Hostetler, A.: The CALIPSO Automated Aerosol Classification and Lidar Ratio Selection Algorithm, J. Atmos. Ocean. Technol., 26, 1994–2014, 2009. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J. M., Ginoux, P., Torres, O., and Nicholson, S. E.: Environmental characterization of global sources of atmospheric soil dust derived from the NIMBUS7 TOMS absorbing aerosol product, Rev. Geophys., 40(1), 1002, doi:10.1029/2000RG000095, 2002. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Raut, J.-C. and Chazette, P.: Radiative budget in the presence of multi-layered aerosol structures in the frame of AMMA SOP-0, Atmos. Chem. Phys., 8, 6839–6864, doi:10.5194/acp-8-6839-2008, 2008. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Redelsperger, J. L., Thorncroft, C., Diedhiou, A., Lebel, T., Parker, D. J., and Polcher, J., et al.: African Monsoon Multidisciplinary Analysis: An International Research Project and Field, BAMS, (December 2006), 87(12), 1739–1746. 2006. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Roman, M., Schaaf, C. B., Lewis, P., Gao, F., Anderson, G. P., Privette, J. L., Strahler, A. H., Woodcock, C. E., and Barnsley, M.: Assessing the coupling between surface albedo derived from MODIS and the fraction of diffuse skylight over spatially-characterized landscapes, Remote Sens. Environ., 114, 738–760, 2010. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Saha, A., Mallet, M., Roger, J. C, Dubuisson, P., Piazzola, J., and Despiau, S.: One year measurements of aerosol optical properties over an urban coastal site: Effect on local direct radiative forcing, Atmos. Res., 90, 195–202, 2008. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Satheesh, S. K. V. Ramanathan, V., Holben, B. N., Moorthy, K. K., Loeb, N. G., Maring, H., Prospero, J. M., and Savoie, D.: Chemical, microphysical and Radiative Properties of Indian Ocean Aerosols, J. Geophys. Res., 107(D23), 4725, doi:10.1029/2002JD002463, 2002. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Satheesh, S. K., Deepshikha, S., and Srinivasan, J.: Impact of dust aerosols on Earth-atmosphere clear-sky albedo and its short wave radiative forcing over African and Arabian regions, Int. J. Remote Sens., 27(8), 1691–1706, 2006. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Sokolik, I. N. and Toon, O. B.: Incorporation of mineralogical composition into models of the radiative properties of mineral aerosol from UV to IR wavelengths, J. Geophys. Res., 104(D8), 9423–9444, 1999. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Solmon, F., Mallet, M., Elguindi, N., Giorgi, F., Zakey, A., and Konaré, A.: Dust aerosol impact on regional precipitation over western Africa, mechanism and sensitivity to absorption properties, Geophys. Res. Lett., 35, L24705, doi:10.1029/2008GL035900, 2008. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Stephens, G. L., Vane, D. G., Boain, R. J., Mace, G. G., Sassen, K., Wang, Z., Illingworth, A. J., O&apos;Connor, E. J., Rossow, W. B., Durden, S. L., Miller, S. D., Austin, R. T., Benedetti, A., Mitrescu, C., and CloudSat Science Team: The CloudSat mission and the A-train: A new dimension of space-based observations of clouds and precipitation, Bull. Amer. Meteorol. Soc., 83, 1771–1790, doi:10.1175/BAMS-83-12-1771, 2002. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Stone, R. S., Anderson, G. P., Andrews, E. , Dutton, E. G., Shettle, E. P., and Berk, A.: Incursions and radiative impact of Asian dust in northern Alaska, Geophys. Res. Lett., 34, L14815, doi:10.1029/2007GL029878, 2007. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Tanre, D., Deroo, C., Duhaut, P., Herman, M., Morcrette, J. J., Perbos, J., and Deschamps, P. Y.: Simulation of the satellite signal in the solar spectrum (5S), Lab. Opt. Atmos., 262 pp., 1986. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Tegen, I., Heinold, B., Todd, M., Helmert, J., Washington, R., and Dubovik, O.: Modelling soil dust aerosol in the Bodélé depression during the BoDEx compaign, Atmos. Chem. Phys., 6, 4345–4359, doi:10.5194/acp-6-4345-2006, 2006. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Tesche, M., Ansmann, A., Müller, D., Althausen, D., Mattis, I.n Heese, B., Freudenthaler, V., Wiegner, M., Esselborn, M., Pisani, G., and Knippertz, P.: Vertical profiling of Saharan dust with Raman lidars and airborne HSRL in southern Morocco during SAMUM, Tellus, Ser. B, 61, 144–164, doi:10.1111/j.1600-0889.2008.00390.x., 2009. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Todd, M. C., Washington, R., Raghavan, S., Lizcano, G., and Knippertz, P.: Regional model simulations of the Bodele low-level jet of northern Chad during the Bodélé Dust Experiment (BoDEx 2005), J. Climate, 21, 995–1012, 2008. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Tsay, S.-C., Stamnes, K., and Jayaweera, K.: Radiative energy budget in the cloudy and hazy Arctic, J. Atmos. Sci., 46, 1002–1018, 1989. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Voltz, F. E.: Infrared optical constants of ammonium sulfate, Sahara dust, volcanic pumice and flyash, Appl. Opt., 12, 564–568, 1973. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Wandinger, U., Tesche, M., Seifert, P., and Ansmann, A.: Size matters: Influence of multiple scattering on CALIPSO light-extinction profiling in desert dust, Geophys. Res. Lett., 37, L10801, doi:10.1029/2010GL042815, 2010. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Washington, R., Todd, M. C., Engelstaedter, S., Mbainayel, S., and Mitchell, F.: Dust and the low-level circulation over the Bodele Depression, Chad: Observations from BoDEx 2005, J. Geophys. Res., 111, D03201, doi:10.1029/2005JD006502, 2006. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Weingartner, E., Saatho, H., Schnaiter, M., Streit, N., Bitnar, B., and Baltensperger, U.: Absorption of light by soot particles: determination of the absorption coefficient by means of aethalometers, Aerosol Sci., 34, 1445–1463, 2003. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Weinzierl, B., Petzold, A., Esselborn, M., Minikin, A. Fix, A., Wirth, M., and Fiebig, M.: The Airborne Aerosol Measurements During SAMUM-1 and SAMUM-2: What Have we Learned About Dust?, AGU Fall Meeting 2008, San Francisco, CA, USA, 15–19 December 2008, A41K-08, 2008. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Welton, E. J., Voss, K. J., Gordon, H. R., Maring, H. , Smirnov, A., Holben, B., Schmid, B., Livingston, J. M., Russell, P. B., Durkee, P. A., Formenti, P., and Andreae, M. O.: Groundbased lidar measurements of aerosols during ACE-2: Instrument description, results, and comparisons with other groundbased and airborne measurements, Tellus Ser. B, 52, 636–651, 2000. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D., Hunt, W., and McGill, M.: Initial performance assessment of CALIOP, Geophys. Res. Lett., 34, L19803, doi:10.1029/2007GL030135, 2007. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Winker, D. M., Vaughan, M. A, Omar, A., Hu, Y., Powell, K. A., Liu, Z., Hunt, H. W., and Young, S. A. : Overview of the CALIPSO mission and CALIOP data processing algorithms, J. Atmos. Ocean. Technol., 26, 2310–2323, 2009 </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Young, S., Winker, D., Vaughan, M., Hu, Y., and Kuehn, R.: Extinction Retrieval Algorithms, CALIOP Algorithm Theoretical Basis Document PC-SCI-202 Part 4, available online at: http://www-calipso.larc.nasa.gov/resources/project_documentation.php, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>