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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-10-10771-2010</article-id>
<title-group>
<article-title>Feedback between dust particles and atmospheric processes over West Africa during dust episodes in March 2006 and June 2007</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Stanelle</surname>
<given-names>T.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vogel</surname>
<given-names>B.</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>Vogel</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>Bäumer</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kottmeier</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Institute for Meteorology and Climate Research, Karlsruhe Institute of Technology, Karlsruhe, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>now at: Institute for Atmospheric and Climate Science, Swiss Federal Institute of Technology (ETH), Zurich, Switzerland</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>now at: BASF, Ludwigshafen, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>17</day>
<month>11</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>22</issue>
<fpage>10771</fpage>
<lpage>10788</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2010 T. Stanelle et al.</copyright-statement>
<copyright-year>2010</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://acp.copernicus.org/articles/10/10771/2010/acp-10-10771-2010.html">This article is available from https://acp.copernicus.org/articles/10/10771/2010/acp-10-10771-2010.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/10/10771/2010/acp-10-10771-2010.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/10/10771/2010/acp-10-10771-2010.pdf</self-uri>
<abstract>
<p>We used the comprehensive model system COSMO-ART to quantify the impact of
mineral dust on the radiative fluxes, the temperature and the feedback
between dust particles and their emissions. We simulated two dust storms
over West Africa in March 2006 and in June 2007. Simulations with and
without coupling of the actual dust concentration with the radiative fluxes
and the thermodynamics were carried out for each case. The model results for
the 2006 case were compared with observations of the AMMA campaign.
&lt;br&gt;&lt;br&gt;
At the surface the shortwave radiative effect of mineral dust can be
described by a linear relation between the changes in net surface radiation
and the aerosol optical depth (AOD). For an AOD at 450 nm of 1 the average
shortwave radiation reduction amounts −140 W m&lt;sup&gt;−2&lt;/sup&gt; during noon. The
longwave radiative effect of mineral dust is nonlinear, with an average
increase of +70 W m&lt;sup&gt;−2&lt;/sup&gt; for an AOD (450 nm) of 1. At the top of the
atmosphere the effect of the dust layer with an AOD of 1 on radiative fluxes
is not as significant as at the surface. It is slightly positive for the
shortwave and approximately 26 W m&lt;sup&gt;−2&lt;/sup&gt; for the longwave radiation.
&lt;br&gt;&lt;br&gt;
The height range and the extension of the dust layer determine the effect of
dust particles on the 2 m temperature. When the dust layer is attached to
the surface and lasts for several days it leads to an increase of the
surface temperature even during daytime. In case of an elevated dust layer
there is a decrease in 2 m temperature of up to 4 K during noon.
&lt;br&gt;&lt;br&gt;
It is shown, that the temperature changes caused by mineral dust may result
in horizontal temperature gradients which also modify near surface winds.
Since surface wind thresholds decide the uptake of dust from the surface, a
feedback on total emission fluxes is established. The coupled model provides
an increase in the total emission fluxes of dust particles by about 16%
during the dust storm in March 2006 and 25% during the dust episode in
June 2007.</p>
</abstract>
<counts><page-count count="18"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Ackermann, A. S., Toon, O. B., Stevens, D. E., Heymsfield, A. J., Ramanathan, V., and Welton, E. J.: Reduction of tropical cloudiness by soot, Science, 288, 1042–1047, 2000.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Albrecht, B. A.: Aerosols, cloud microphysics, and fractional cloudiness, Science, 245, 1227–1230, 1989.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Alfaro, S. C. and Gomes, L.: Improving the large-scale modelling of the saltation flux of soil particles in presence of nonerodible elements, J. Geophys. Res., 100, 16357–16366, 1995</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Alfaro, S. C. and Gomes, L., Modeling mineral aerosol production by wind erosion: Emission intensities and aerosol size distributions in source areas, J. Geophys. Res., 109, D08208,  https://doi.org/10.1029/2000JD900339, 2001.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Bohren, C. F. and Huffman, D. R.: Absorption and Scattering of Light by Small Particles, John Wiley and Sons, New York, 1983.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Chaboureau, J.-P., Tulet, P., and Mari, C.: Diurnal cycle of dust and cirrus over West Africa as seen from Meteosat Second Generation satellite and a regional forecast model, Geophys. Res. Lett., 34, L02822, https://doi.org/10.1029/2006GL027771, 2007.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Callot Y., Marticorena, B., and Bergametti, G.: Geomorphologic approach for modelling the surface features of arid environments in a model of dust emissions: application to the Sahara desert, Geodinamica Acta, 13, 245–270, 2000.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Chameides, W. L., Lou, C., Saylor, R., Streets, D., Huang, Y., Bergin, M., Giorgi, F.: Correlation between model-calculated anthropogenic aerosols and satellite-derived cloud optical depth: Indication of indirect effect?, J. Geophys. Res., 107(D10), 4085, https://doi.org/10.1029/2000JD000208, 2002.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Charlson, R. J., Schwartz, S. E., Hales, J. M., Cess, R. D., Coakley, J. A., Hansen, J. E., and Hofmann, D. J.: Climate forcing by anthropogenic aerosols, Science, 255, 423–430, 1992.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Chen, S., Kuo, Y., Ming, W., and Ying, H.: The effect of dust radiative heating on low-level frontogenesis, J. Atmos. Sci., 52, 1414–1420, 1994.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Cook, J. and Highwood, E. J.: Climate response to tropospheric absorbing aerosols in an intermediate general-circulation model, Q. J. Roy. Meteorol. Soc., 130, 175–191, 2004.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">European Centre for Medium-Range Weather Forecasts, IFS documentation, technical report, Reading, UK, available at: &lt;a href=&quot;http://www.ecmwf.int/research/ifsdocus/&quot;&gt;http://www.ecmwf.int/research/ifsdocus/&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Fécan, F., Marticorena, B., and Bergametti, G.: Parametrization of the increase of the aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas, Ann. Geophys., 17, 149–157, https://doi.org/10.1007/s00585-999-0149-7, 1999.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Formenti, P., Rajot, J. L., Desboeufs, K., Chevaillier, S., Caquineau, S., Nava, S., Chiari, M., Triquet, S., Journet, E., Gaudichet, A., Alfaro, S., Haywood, J., Coe, H., and Highwood, E.: Regional variability of the composition of mineral dust from western Africa: Results from the AMMA SOP0/DABAX and DODO field campaigns, J. Geophys. Res, 113, D00C13, https://doi.org/10.1029/2008JD009903, 2008.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Fouquart, Y., Bonnel, B., Brogniez, G., Buriez, J. C., Smith, L., Morcrette, J. J., and Cerf, A.: Observations of Saharan aerosols: Results of ECLATS field experiment. Part II: broadband radiative characteristics of aerosols and vertical radiative flux divergence, J. Clim. Appl. Meteorol., 26, 38–52, 1987.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Gillies, J. A., Nickling, W. G., and McTainsh, G. H.: Dust concentration and particle-size characteristics of an intense dust haze event: Inland delta region, Mali, West Africa, Atmos. Environ., 30, 1081–1090, 1996.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Gomes, L., Rajot, J. L., Alfaro, S. C., and Gaudichet, A.: Validation of a dust production model from measurements performed in semi-arid agricultural areas of Spain and Niger, Cantena, 57, 257–271, 2003.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Grams, C. M., Jones, S. C., Marsham, J. H., Parker, D. J., Haywood, J., and Heuveline, V.: The Atlantic Inflow to the Saharan heat low: Observations and Modelling, Q. J. Roy. Meteorol. Soc., 136(s1), 125–140, 2010.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Grini, A., Tulet, P., and Gomes, L.: Dusty weather forecasts using the MesoNH mesoscale atmospheric model, J. Geophys. Res., 111, D19205, https://doi.org/10.1029/2005JD007007, 2006.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Haywood, J. M., Allan, R. P., Culverwell, I., Slingo, T., Milton, S., Edwards, J., and Clerbaux, N.: Can desert dust explain the outgoing longwave radiation anomaly over the Sahara during July 2003?, J. Geophys. Res., 102, 6831–6864, 2005.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Heinold, B., Helmert, J., Hellmuth, O., Wolke, R., Ansmann, A., Marticorena, B., Laurent, B., and Tegen, I.: Regional modeling of Saharan dust events using LM-MUSCAT: Model description and case studies, J. Geophys. Res., 112, D11204, https://doi.org/10.1029/2006JD007443, 2007.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Helmert, J., Heinold, B., Tegen, I. Hellmuth, O., and Wendisch, M.: On the direct and semi-direct effect of Saharan dust over Europe: A case study, J. Geophys. Res., 112, D13208, https://doi.org/10.1029/2006JD007444, 2007.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">IPCC, Climate Change 2007: The Physical Basis, in: Changes in Atmospheric Constituents and in Radiative Forcing, edited by: Forster, P., Ramaswamy, V., Artaxo, R., 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., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</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 maritime stratocumulus, Q. J. Roy. Meteorol. Soc., 130, 1407–1422, 2004.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Karyampudi, V. M. and Carlson, T. N.: Analysis and numerical simulations of the Saharan air layer and its effects on easterly wave disturbances, J. Atmos. Sci., 45, 3102–3136, 1988.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Kassianov, S. I., Barnard, J. C., and Ackerman, T. P.: Retrieval of aerosol microphysical properties using surface Multi Filter Rotating Shadowband Radiometer (MFRSR) data: Modeling and observations, J. Geophys. Res., 110, D06208, https://doi.org/10.1029/2004JD005337, 2005.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Kischa, P., Alpert, P., Barkan, J., Kirchner, I., and Machenhauer, B.: Atmospheric response to Saharan dust deduced from ECMWF reanalysis (ERA) temperature increments, Tellus B, 55, 901–913, 2003.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Knippertz, P. and Fink, A. H.: Synoptic and dynamic aspects of an extreme springtime Saharan dust outbreak, Q. J. Roy. Meteorol. Soc., 132, 1153–1177, 2006.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Lacis, A. A. and Mishchenko, M. I.: Climate forcing, climate sensitivity, and climate response: A radiative modelling perspective on atmospheric aerosols, in: Aerosol Forcing of Climate: Report of the Dahlem Workshop on Aerosol forcing of Climate, edited by: Charlson, R. and Heintzenberg, J., 11–42, John Wiley Sons. Chichester, England/New York, Berlin, 1995.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Liao, H. and Seinfeld, J. H.: Radiative forcing by mineral dust aerosols: sensitivity to key variables, J. Geophys. Res, 103, 31637–31645, https://doi.org/10.1029/1998JD200036, 1998.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Lu, H. and Shao, Y.: A new model for dust emission by saltation bombardment, J. Geophys. Res., 104, 16827–16841, 1999.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Mallet, M., Tulet, P., Serça, D., Solmon, F., Dubovik, O., Pelon, J., Pont, V., and Thouron, O.: Impact of dust aerosols on the radiative budget, surface heat fluxes, heating rate profiles and convective activity over West Africa during March 2006, Atmos. Chem. Phys., 9, 7143–7160, https://doi.org/10.5194/acp-9-7143-2009, 2009.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Marsham, J. H., Parker, D. J., Grams, C. M., Taylor, C. M., and Haywood, J. M.: Uplift of Saharan dust south of the intertropical discontinuity, J. Geophys. Res., 113, D21102, https://doi.org/10.1029/2008JD009844, 2008.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Marticorena B., Bergametti, G., Aumont, B., Callot, Y., N&apos;Doumé, C., and Legrand, M.: Modeling the atmospheric dust cycle: 2-Simulations of Saharan dust sources, J. Geophys. Res., 102, 4387–4404, 1997.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Messager C. J., Parker, D. J., Reitebuch, O., Agusti-Panareda, A., and Taylor, C. M.: Structure and dynamics of the Saharan heat low during the West African Monsoon 2006 onset: Observations and analyses, Q. J. Roy. Meteorol. Soc., 136, 107–124, 2009.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Miller, M. A. and Slingo, A.: The ARM Mobile Facility and its first international deployment: measuring radiative flux divergence in West Africa, B. Am. Meteorol. Soc., 88, 1229–1244, 2007.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Miller, R. L., Perlwitz, J., and Tegen, I.: Feedback upon dust emission by dust radiative forcing through the planetary boundary layer, J. Geophys. Res., 109, D24209, https://doi.org/10.1029/2004JD004912, 2004.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Milton, S. F., Greed, G., Brooks, M. E., Haywood, J., Johnson, B., Allan, R. P., and Grey, W. M. F.: Modelled and observed atmospheric radiation balance during West Africa dry season: Role of mineral dust, biomass burning aerosol, and surface albedo, J. Geophys. Res., 113, D00C02, https://doi.org/10.1029/2007JD009741, 2008.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Mishchenko, M. I., Travis, L. D., and Lacis, A. A.: Scattering, Absorption, and Emission of Light by Small Particles, Cambridge University Press, Cambridge, UK, 2002.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Myhre, G., Grini, A., Haywood, J. M., Stordal, F., Chatenet, B. C. B., Tanré, D., Sundet, J. K., Jostein, K., and Isaksen, I. S. A.: Modeling the radiative impact of mineral dust during the Saharan Dust Experiment (SHADE) campaign, J. Geophys. Res, 108(D18), 8579, https://doi.org/10.1029/2002JD002566, 2003.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Nenes, A., Contant, W. C., and Seinfeld, J. H.: Black carbon radiative heating effects on cloud microphysics and implications for the aerosol indirect effect-2. cloud microphysics, J Geophys. Res., 107(D21), 4605, https://doi.org/10.1029/2002JD002101, 2002.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Nickovic, S., Kallos, G., Papadopoulos, A., and Kakaliagou, O.: A model for prediction of desert dust cycle in the atmosphere, J. Geophys. Res., 106, 18113–18129, 2001.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Patterson, E. M., Gillette, D. A., and Stockton, B. H.: Complex Index of Refraction between 300 and 700 nm for Saharan Aerosols, J. Geophys. Res., 82, 3153–3160, 1977</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Pérez, C., Nickovic, S., Pejanovic, G., Baldasano, J. M., Özsoy, E.: Interactive dust-radiation modeling: A step to improve weather forecasts, J. Geophys. Res., 111, D16206, https://doi.org/10.1029/2005JD006717, 2006.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Perlwitz, J., Tegen, I., and Miller, R. L.: Interactive soil dust aerosol model in the GISS GCM 1. Sensitivity of the soil dust cycle to radiative properties of soil dust aerosols, J. Geophys. Res., 106, 18167–18192, 2001.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Petzold, A., Rasp, K., Weinzierl, B., Esselborn, M., Hamburger, T., Dörnbrack, A., Kandler, K., Schütz, L., Knippertz, P., Fiebig, M., and Virkkula, A.: Saharan dust absorption and refractive index and from aircraft-based observations during SAMUM 2006, Tellus B, 61B, 118–130, 2009.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Redelsperger, J. L., Thorncroft, C. D., Diedhiou, A., Lebel, T., Parker, D. J., and Polcher, J.: African Multidisciplinary Analysis An International Research Project and Field Campaign, American Meteorological Society, 1739–1746, 2006.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Ritter, B. and Geleyn, J.-F.: A Comprehensive Radiation Scheme for Numerical Weather Prediction Models with Potential Applications in Climate Simulations, Mon. Weather Rev., 120, 303–325, 1992.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Rosenfeld, D.: Suppression of rain and snow by urban and industrial air pollution, Science, 287, 1793–1796, 2000.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Schwartz, S. E.: The whitehouse effect – shortwave radiative forcing of climate by anthropogenic aerosols: An overview, J. Aerosol Science, 27, 359–382, 1996.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Seinfeld, J. H. and Pandis, S.: Atmospheric Chemistry and Physics., John Wiley &amp; Sons, Inc., 1998.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Shettle, E. P. and Fenn, R. W.: Models for Aerosols of the Lower Atmosphere and the Effects of Humidity Variations on Their Optical Properties, AFGL-TR-79-0214, 12, ADA085951, 1979.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Sinyuk, A., Torres, O., and Dubovik, O.: Combined use of satellite and surface observations to infer the imaginary part of refractive index of Saharan dust, Geophys. Res. Lett., 30, 1081, https://doi.org/10.1029/2002GL016189,  2003.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Slingo, A., Ackerman, T. P., Allan, R. P., Kassianov, E. I., McFarlane, S. A., Robinson, G. J., Barnard, J. C., Miller, M. A., Harries, J. E., Russell, J. E., and Dewitte, S.: Observations of the impact of a major dust storm on the atmospheric radiation balance, Geophys. Res. Lett., 33(24), L24817, https://doi.org/10.1029/2006GL027869, 2006.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Sokolik, I. N. and Toon, O. B.: Direct radiative forcing by anthropogenic airborne mineral aerosols, Nature, 381, 681–683, 1996.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</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 wavelength, J. Geophys. Res., 104, 9423–9444, 1999.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Stanelle, T.: Wechselwirkungen von Mineralstaubpartikeln mit thermodynamischen und dynamischen Prozessen in der Atmosphäre über Westafrika, Dissertation, Institut für Meteorologie und Klimaforschung der Universität Karlsruhe, 157&amp;nbsp;pp., 2008.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Steppeler, J., Doms, G., Schättler, U., Bitzer, H., Gassmann, A., Damrath, U., and Gregoric, G.: Meso gamma scale forecasts using the nonhydrostatic model LM, Meteorol. Atmos. Phys., 82, 75–96, 2002.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Tanre, D., Geleyn, J.-F., and Slingo, J. M.: First results of the introduction of an advanced aerosol-radiation interaction in the ECMWF low resolution global model, In Proc. Of the Meeting of Experts on Aerosol and Their Climatic Effects, VA, WMO and International Association of Meteorology and Atmospheric Physics, 133–177, Williamsburg, 1984.</mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Tegen, I., Lacis, A. A., and Fung, I.: The influence on climate forcing of mineral aerosols from disturbed soils, Nature, 380, 419–422, 1996.</mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Tegen, I., Harrison, S. P., Kohfeld, K., Prentice, I. C., Coe, M., and Heimann, M.: Impact of vegetation and preferential source areas on global dust aerosol: Results from a model study, J. Geophys. Res., 107(D21), 4576, https://doi.org/10.1029/2001JD000963, 2002.</mixed-citation>
</ref>
<ref id="ref62">
<label>62</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 campaign, Atmos. Chem. Phys., 6, 4345–4359, https://doi.org/10.5194/acp-6-4345-2006, 2006.</mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Tompkins, A. M., Cardinali, C., Morcrette, J.-J., and Rodwell, M.: Influence of aerosol climatology on forecasts of the African Easterly Jet, Geophys. Res. Lett., 32, L10801, https://doi.org/10.1029/2004GL022189, 2005.</mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">Tulet, P., Mallet, M., Pont, V., Pelon, J., and Boone, A.: The 7-13 March 2006 dust storm over West Africa: Generation, transport, and vertical stratification, J. Geophys. Res., 113, D00C08, https://doi.org/10.1029/2008JD009871, 2008.</mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple">Twomey, S. A., Piepgrass, M., and Wolfe, T. L.: An assessment if the impact of pollution on global cloud albedo, Tellus, Ser. B, 36, 356-366, 1984.</mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Vogel, B., Hoose, C., Vogel, H., and Kottmeier, C.: A Model of dust transport applied to the Dead Sea Area, Meteorol. Z., 6, 611–624, 2006.</mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Vogel, B., Vogel, H., Bäumer, D., Bangert, M., Lundgren, K., Rinke, R., and Stanelle, T.: The comprehensive model system COSMO-ART – Radiative impact of aerosol on the state of the atmosphere on the regional scale, Atmos. Chem. Phys., 9, 8661–8680, https://doi.org/10.5194/acp-9-8661-2009, 2009.</mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Volz, F. E.: Infrared Absorption of Atmospheric Aerosol Substances, J. Geophys. Res., 77, 1017–1031, 1972a.</mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple">Volz, F. E.: Infrared Refractive Index of Atmospheric Aerosol Substances, Applied Optics, 11, 755–759, 1972b.</mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Volz, F. E.: Infrared Optical Constants of Ammonium Sulfate, Saharan Dust, Volcanic Pumice, and Flyash, Applied Optics, 12, 564–568, 1973.</mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">White, B. R., Soil transport by winds on Mars, J. Geophys. Res., 84, 4643–4651, 1979.</mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple">Woodward, S.: Modeling the atmospheric life cycle and radiative impact of mineral dust in the Hadley Centre climate model, J. Geophys. Res., 106, 18155–18166, 2001.</mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple">Yoshioka, M., Mahowald, N. M., Conley, A. J., Collins, W. D., Fillmore, D. W., Zender, C. S., and Coleman, D. B.: Impact of Desert Dust Radiative Forcing on Sahel Precipitation: Relative Importance of Dust Compared to Sea Surface Temperature Variations, Vegetation Changes, and Greenhouse Gas Warming, J. Clim., 20, 1445–1467, https://doi.org/10.1175/JCLI4056.1, 2007.</mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple">Zender, C. S., Bian, H., and Newman, D.: Mineral dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatotlogy, J. Geophys. Res., 108(D14), 4416, https://doi.org/10.1029/2002JD002775, 2003.</mixed-citation>
</ref>
</ref-list>
</back>
</article>