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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-12-10545-2012</article-id>
<title-group>
<article-title>Dust emission size distribution impact on aerosol budget and radiative forcing over the Mediterranean region: a regional climate model approach</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nabat</surname>
<given-names>P.</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>Solmon</surname>
<given-names>F.</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>Mallet</surname>
<given-names>M.</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>Kok</surname>
<given-names>J. F.</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>Somot</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>CNRM-GAME &amp;ndash; URA1357, Météo-France, Centre National de Recherches Météorologiques, 42 avenue G. Coriolis, 31057 Toulouse cedex 1, France</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>The Abdus Salam International Center for Theroretical Physics, Strada Costiera 11, 34100 Trieste, Italy</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Laboratoire d&apos;Aérologie, 16 avenue Édouard Belin, 31400 Toulouse, France</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Advanced Study Program, National Center for Atmospheric Research, Boulder, CO, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>12</day>
<month>11</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>21</issue>
<fpage>10545</fpage>
<lpage>10567</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2012 P. Nabat et al.</copyright-statement>
<copyright-year>2012</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/12/10545/2012/acp-12-10545-2012.html">This article is available from https://acp.copernicus.org/articles/12/10545/2012/acp-12-10545-2012.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/12/10545/2012/acp-12-10545-2012.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/12/10545/2012/acp-12-10545-2012.pdf</self-uri>
<abstract>
<p>The present study investigates the dust emission and load over the
Mediterranean basin using the coupled chemistry–aerosol–regional climate
model RegCM-4. The first step of this work focuses on dust particle emission
size distribution modeling. We compare a parameterization in which the
emission is based on the individual kinetic energy of the aggregates striking
the surface to a recent parameterization based on an analogy with the
fragmentation of brittle materials. The main difference between the two dust
schemes concerns the mass proportion of fine aerosol that is reduced in the
case of the new dust parameterization, with consequences for optical
properties. At the episodic scale, comparisons between RegCM-4 simulations,
satellite and ground-based data show a clear improvement using the new dust
distribution in terms of aerosol optical depth (AOD) values and geographic
gradients. These results are confirmed at the seasonal scale for the
investigated year 2008. This change of dust distribution has sensitive
impacts on the simulated regional dust budget, notably dry dust deposition
and the regional direct aerosol radiative forcing over the Mediterranean
basin. In particular, we find that the new size distribution produces a
higher dust deposition flux, and smaller top of atmosphere (TOA) dust
radiative cooling. A multi-annual simulation is finally carried out using the
new dust distribution over the period 2000–2009. The average SW radiative
forcing over the Mediterranean Sea reaches −13.6 W m&lt;sup&gt;−2&lt;/sup&gt; at the
surface, and −5.5 W m&lt;sup&gt;−2&lt;/sup&gt; at TOA. The LW radiative forcing is positive
over the basin: 1.7 W m&lt;sup&gt;−2&lt;/sup&gt; on average over the Mediterranean Sea at the
surface, and 0.6 W m&lt;sup&gt;−2&lt;/sup&gt; at TOA.</p>
</abstract>
<counts><page-count count="23"/></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">Alfaro, S.&amp;nbsp;C. and Gomes, L.: Modeling mineral aerosol production by wind erosion: Emission intensities and aerosol size distribution in source areas, J. Geophys. Res., 106, 18075–18084, &lt;a href=&quot;http://dx.doi.org/10.1029/2000JD900339&quot;&gt;https://doi.org/10.1029/2000JD900339&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Alfaro, S.&amp;nbsp;C., Gaudichet, A., Gomes, L., and Maillé, M.: Modeling the size distribution of a soil aerosol produced by sandblasting, J. Geophys. Res., 102, 11239–11249, 1997.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Barnaba, F. and Gobbi, G. P.: Aerosol seasonal variability over the Mediterranean region and relative impact of maritime, continental and Saharan dust particles over the basin from MODIS data in the year 2001, Atmos. Chem. Phys., 4, 2367–2391, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-4-2367-2004&quot;&gt;https://doi.org/10.5194/acp-4-2367-2004&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Basart, S., Pérez, C., Cuevas, E., Baldasano, J. M., and Gobbi, G. P.: Aerosol characterization in Northern Africa, Northeastern Atlantic, Mediterranean Basin and Middle East from direct-sun AERONET observations, Atmos. Chem. Phys., 9, 8265–8282, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-8265-2009&quot;&gt;https://doi.org/10.5194/acp-9-8265-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Benas, N., Hatzianastassiou, N., Matsoukas, C., Fotiadi, A., Mihalopoulos, N., and Vardavas, I.: Aerosol shortwave direct radiative effect and forcing based on MODIS Level&amp;nbsp;2 data in the Eastern Mediterranean (Crete), Atmos. Chem. Phys., 11, 12647–12662, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-12647-2011&quot;&gt;https://doi.org/10.5194/acp-11-12647-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Bréon, F.-M., Vermeulen, A., and Descloitres, J.: An evaluation of satellite aerosol products against sunphotometers measurements, Remote Sens. Environ., 115, 3102–3111, &lt;a href=&quot;http://dx.doi.org/10.1016/j.rse.2011.06.017&quot;&gt;https://doi.org/10.1016/j.rse.2011.06.017&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Colin, J., Déqué, M., Radu, R., and Somot, S.: Sensitivity study of heavy precipitation in Limited Area Model climate simulations: influence of the size of the domain and the use of the spectral nudging technique, Tellus&amp;nbsp;A, 62, 591–604, 2010.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Crumeyrolle, S., Tulet, P., Gomes, L., Garcia-Carreras, L., Flamant, C., Parker, D. J., Matsuki, A., Formenti, P., and Schwarzenboeck, A.: Transport of dust particles from the Bodélé region to the monsoon layer – AMMA case study of the 9–14&amp;nbsp;June&amp;nbsp;2006 period, Atmos. Chem. Phys., 11, 479–494, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-479-2011&quot;&gt;https://doi.org/10.5194/acp-11-479-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">de&amp;nbsp;Madron, X.&amp;nbsp;D., Guieu, C., Sempéré, R., Conan, P., Cossa, D., D&apos;Ortenzio, F., Estournel, C., Gazeau, F., Rabouillem, C., Stemmann, L., Bonnet, S., Diaz, F., Koubbi, P., Radakovitch, O., Babin, M., Baklouti, M., Bancon-Montigny, C., Belviso, S., Bensoussan, N., Bonsangm, B., Bouloubassi, I., Brunet, C., Cadiou, J.-F., Carlotti, F., Chami, M., Charmasson, S., Charrière, B., Dachs, J., Doxaran, D., Dutay, J.-C., Elbaz-Poulichet, F., Eléaume, M., Eyrolles, F., Fernandez, C., Fowler, S., Francour, P., Gaertner, J., Galzin, R., Gasparini, S., Ghiglione, J.-F., Gonzalez, J.-L., Goyet, C., Guidi, L., Guizien, K., Heimbürger, L.-E., Jacquet, S., Jeffrey, W., Joux, F., Hir, P.&amp;nbsp;L., Leblanc, K., Lefèvre, D., Lemé R., Loye, M.-D., Pilot, Mallet, M., Méjanelle, L., Melin, F., Mellon, C., Mérigot, B., Merle, P.-L., Migon, C., Miller, W., Mortier, L., Mostajir, B., Mousseau, L., Moutin, T., Para, J., Perez, T., Petrenko, A., Poggiale, J.-C., Prieur, L., Pujo-Pay, M., Pulido-Villena, Raimbault, P., Rees, A., Ridame, C., Rontani, J.-F., Pino, D.&amp;nbsp;R., Sicrem, M., Taillandier, V., Tamburini, C., Tanaka, T., Taupier-Letage, I., Tedetti, M., Testor, P., Thébault, H., Thouvenin, B., Touratier, F., Tronczynski, J., Ulses, C., Wambeke, F.&amp;nbsp;V., Vantrepotte, V., Vaz, S., and Verney, R.: Marine ecosystems&apos; responses to climatic and anthropogenic forcings in the Mediterranean, Prog. Oceanogr., 91, 97–166, &lt;a href=&quot;http://dx.doi.org/10.1016/j.pocean.2011.02.003&quot;&gt;https://doi.org/10.1016/j.pocean.2011.02.003&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Dee, D.&amp;nbsp;P., Uppala, S.&amp;nbsp;M., Simmons, A.&amp;nbsp;J., Berrisford, P., Poli, P., Kobayashi, S., Andrae, U., Balmaseda, M.&amp;nbsp;A., Balsamo, G., Bauer, P., Bechtold, P., Beljaars, A. C.&amp;nbsp;M., van&amp;nbsp;de Berg, L., Bidlot, J., Bormann, N., Delsol, C., Dragani, R., Fuentes, M., Geer, A.&amp;nbsp;J., Haimbergere, L., Healy, S.&amp;nbsp;B., Hersbach, H., Hólm, E.&amp;nbsp;V., Isaksen, L., Kallberg, P., Köhler, M., Matricardi, M., McNally, A.&amp;nbsp;P., Monge-Sanzf, B.&amp;nbsp;M., Morcrette, J.-J., Park, B.-K., Peubey, C., de&amp;nbsp;Rosnaya, P., Tavolato, C., Thépaut, J.-N., and Vitart, F.: The ERA-Interim reanalysis: configuration and performance of the data assimilation system, Q. Roy. Meteorol. Soc., 137, 553–597, &lt;a href=&quot;http://dx.doi.org/10.1002/qj.828&quot;&gt;https://doi.org/10.1002/qj.828&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Dickinson, R.&amp;nbsp;E., Errico, R.&amp;nbsp;M., Giorgi, F., and Bates, G.: A regional climate model for the western United States, Climate Change, 15, 383–422, 1989.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Dickinson, R. E., Henderson-Sellers, A., and Kennedy, P. J.: Biosphere-atmosphere transfer scheme (bats) version&amp;nbsp;1e as coupled to the NCAR community climate model, Tech.&amp;nbsp;rep., National Center for Atmospheric Research, Tech Note NCAR.TN-387+STR, NCAR, Boulder, CO, 1993.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Dubovik, O. and King, M.&amp;nbsp;D.: A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements, J. Geophys. Res., 105, 20673–20696, &lt;a href=&quot;http://dx.doi.org/10.1029/2000JD900282&quot;&gt;https://doi.org/10.1029/2000JD900282&lt;/a&gt;, 2000.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Eck, T.&amp;nbsp;F., Holben, B.&amp;nbsp;N., Reid, J.&amp;nbsp;S., Dubovik, O., Smirnov, A., O&apos;Neill, N.&amp;nbsp;T., Slutsker, I., and Kinne, S.: Wavelength dependence of the optical depth of biomass burning, urban, and desert dust aerosols, J. Geophys. Res., 104, 31333–31349, &lt;a href=&quot;http://dx.doi.org/10.1029/1999JD900923&quot;&gt;https://doi.org/10.1029/1999JD900923&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Emanuel, K.&amp;nbsp;A.: A scheme for representing cumulus convection in large-scale models, J. Atmos. Sci., 48, 2313–2335, 1991.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</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, &lt;a href=&quot;http://dx.doi.org/10.1007/s00585-999-0149-7&quot;&gt;https://doi.org/10.1007/s00585-999-0149-7&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Gao, X., Pal, J.&amp;nbsp;S., and Giorgi, F.: Projected changes in mean and extreme precipitation over the Mediterranean region from a high resolution double nested RCM simulation, Geophys. Res. Lett., 33, L03706, &lt;a href=&quot;http://dx.doi.org/10.1029/2005GL024954&quot;&gt;https://doi.org/10.1029/2005GL024954&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Gillette, D.&amp;nbsp;A.: On the production of soil wind erosion having the potential for long range transport, Journal de Recherches Atmospheriques, 8, 734–744, 1974.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Gillette, D.&amp;nbsp;A.: Environmental Factors Affecting Dust Emission by Wind Erosion, c.&amp;nbsp;morales&amp;nbsp;edn., John Wiley, New York, 1979.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Giorgi, F. and Lionello, P.: Climate change projections for the Mediterranean region, Global Planet. Change, 63, 90–104, &lt;a href=&quot;http://dx.doi.org/10.1016/j.gloplacha.2007.09.005&quot;&gt;https://doi.org/10.1016/j.gloplacha.2007.09.005&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Giorgi, F. and Mearns, L.&amp;nbsp;O.: Introduction to special section: Regional climate modeling revisited, J. Geophys. Res., 104, 6335–6352, &lt;a href=&quot;http://dx.doi.org/10.1029/98JD02072&quot;&gt;https://doi.org/10.1029/98JD02072&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Giorgi, F., Coppola, E., Solmon, F., Mariotti, L., Sylla, M.&amp;nbsp;B., Bi, X., Elguindi, N., Diro, G.&amp;nbsp;T., Nair, V., Giuliani, G., Cozzini, S., Guettler, I., O&apos;Brien, T.&amp;nbsp;A., Tawfik, A.&amp;nbsp;B., Shalaby, A., Zakey, A.&amp;nbsp;S., Steiner, A.&amp;nbsp;L., Stordal, F., Sloan, L.&amp;nbsp;C., and Brankovic, C.: RegCM4: model description and preliminary tests over multiple CORDEX domains, Clim. Res., 52, 7–29, &lt;a href=&quot;http://dx.doi.org/10.3354/cr01018&quot;&gt;https://doi.org/10.3354/cr01018&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Gkikas, A., Houssos, E., Hatzianastassiou, N., Papadimas, C., and Bartzokas, A.: Synoptic conditions favouring the occurrence of aerosol episodes over the broader Mediterranean basin, Q. J. Roy. Meteorol. Soc., 138, 932–949, &lt;a href=&quot;http://dx.doi.org/10.1002/qj.978&quot;&gt;https://doi.org/10.1002/qj.978&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Grell, G. A., Dudhia, J., and Stauffer, D. R.: A Description of the,fifth generation Penn State/MCAR Mesoscale Model (MM5), Tech. rep., National Center for Atmospheric Research, Tech Note NCAR/TN-398+STR, NCAR, Boulder, CO, 1994.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Guieu, C., Loye-Pilot, M. D., Ridame, C., and Thomas, C.: Chemical characterization of the Saharan dust end-member: Some biogeochemical implications for the western Mediterranean Sea, J. Geophys. Res., 107, 4258, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD000582&quot;&gt;https://doi.org/10.1029/2001JD000582&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Herrmann, M., Somot, S., Calmanti, S., Dubois, C., and Sevault, F.: Representation of spatial and temporal variability of daily wind speed and of intense wind events over the Mediterranean Sea using dynamical downscaling: impact of the regional climate model configuration, Nat. Hazards Earth Syst. Sci., 11, 1983–2001, &lt;a href=&quot;http://dx.doi.org/10.5194/nhess-11-1983-2011&quot;&gt;https://doi.org/10.5194/nhess-11-1983-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Holben, B.&amp;nbsp;N., Eck, T.&amp;nbsp;F., Slutsker, I., Tanré, D., Buis, J.&amp;nbsp;P., Setzer, A., Vermote, E., Reagan, J.&amp;nbsp;A., Kaufman, Y., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET-A Federated Instrument Network and Data Archive for Aerosol Characterization, Remote Sens. Environ., 66, 1–16, &lt;a href=&quot;http://dx.doi.org/10.1016/S0034-4257(98)00031-5&quot;&gt;https://doi.org/10.1016/S0034-4257(98)00031-5&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Holben, B.&amp;nbsp;N., Tanré, D., Smirnov, A., Eck, T.&amp;nbsp;F., Slutsker, I., Abuhassan, N., Newcomb, W.&amp;nbsp;W., Schafer, J.&amp;nbsp;S., Chatenet, B., Lavenu, F., Kaufman, Y.&amp;nbsp;J., Castle, J.&amp;nbsp;V., Setzer, A., Markham, B., Clark, D., Frouin, R., Halthore, R., Karneli, A., O&apos;Neill, N.&amp;nbsp;T., Pietras, C., Pinker, R.&amp;nbsp;T., Voss, K., and Zibordi, G.: An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET, J. Geophys. Res., 106, 12067–12097, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD900014&quot;&gt;https://doi.org/10.1029/2001JD900014&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Hsu, N.&amp;nbsp;C., Tsay, S.-C., King, M., and Herman, J.&amp;nbsp;R.: Aerosol properties over bright-reflecting source regions, IEEE T. Geosci. Remote, 42, 557–569, &lt;a href=&quot;http://dx.doi.org/10.1109/TGRS.2004.824067&quot;&gt;https://doi.org/10.1109/TGRS.2004.824067&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Huneeus, N., Schulz, M., Balkanski, Y., Griesfeller, J., Prospero, J., Kinne, S., Bauer, S., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Fillmore, D., Ghan, S., Ginoux, P., Grini, A., Horowitz, L., Koch, D., Krol, M. C., Landing, W., Liu, X., Mahowald, N., Miller, R., Morcrette, J.-J., Myhre, G., Penner, J., Perlwitz, J., Stier, P., Takemura, T., and Zender, C. S.: Global dust model intercomparison in AeroCom phase I, Atmos. Chem. Phys., 11, 7781–7816, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-7781-2011&quot;&gt;https://doi.org/10.5194/acp-11-7781-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">IPCC: Climate Change 2007: Synthesis Report, Contribution of Working Groups&amp;nbsp;I, II and&amp;nbsp;III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, IPCC, Geneva, Switzerland, core writing team, pachauri, a.&amp;nbsp;Edn., r.k&amp;nbsp;and reisinger, 2007.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Israelevich, P., Ganor, E., Alpert, P., Kishcha, P., and Stupp, A.: Predominant transport paths of Saharan dust over the Mediterranean Sea to Europe, J. Geophys. Res., 117, D02205, &lt;a href=&quot;http://dx.doi.org/10.1029/2011JD016482&quot;&gt;https://doi.org/10.1029/2011JD016482&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Ito, A., Kok, J. F., Feng, Y., and Penner, J. E.: Does a theoretical estimation of the dust size distribution at emission suggest more bioavailable iron deposition?, Geophys. Res. Lett., 39, L05807, &lt;a href=&quot;http://dx.doi.org/10.1029/2011GL050455&quot;&gt;https://doi.org/10.1029/2011GL050455&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Iversen, J.&amp;nbsp;D. and White, B.&amp;nbsp;R.: Saltation threshold on Earth, Mars and Venus, Sedimentology, 29, 111–119, 1982.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Kalivitis, N., Gerasopoulos, E., Vrekoussis, M., Kouvarakis, G., Kubilay, N., Hatzianastassiou, N., Vardavas, I., and Mihalopoulos, N.: Dust transport over the eastern Mediterranean derived from Total Ozone Mapping Spectrometer, Aerosol Robotic Network, and surface measurements, J. Geophys. Res., 112, D03202, &lt;a href=&quot;http://dx.doi.org/10.1029/2006JD007510&quot;&gt;https://doi.org/10.1029/2006JD007510&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Kiehl, J., Hack, J., Bonan, G., Boville, B., Breigleb, B., Williamson, D., and Rasch, P.: Description of the NCAR community climate model (ccm3), Tech. rep., National Center for Atmospheric Research Tech Note NCAR/TN-420+STR, NCAR, Boulder, CO, 1996.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Kok, J.&amp;nbsp;F.: A scaling theory for the size distribution of emitted dust aerosols suggests climate models underestimate the size of the global dust cycle, P. Natl. Acad. Sci. USA, 108, 1016–1021, &lt;a href=&quot;http://dx.doi.org/10.1073/pnas.1014798108&quot;&gt;https://doi.org/10.1073/pnas.1014798108&lt;/a&gt;, 2011a.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Kok, J. F.: Does the size distribution of mineral dust aerosols depend on the wind speed at emission?, Atmos. Chem. Phys., 11, 10149–10156, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-10149-2011&quot;&gt;https://doi.org/10.5194/acp-11-10149-2011&lt;/a&gt;, 2011b.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Kok, J. F., Parteli, E. J. R., Michaels, T. I., and Karam, D. B.: The physics of wind-blown sand and dust, Reports on Progress in Physics, 75, 106901, &lt;a href=&quot;http://dx.doi.org/10.1088/0034-4885/75/10/106901&quot;&gt;https://doi.org/10.1088/0034-4885/75/10/106901&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Konare, A., Zakey, A.&amp;nbsp;S., Solmon, F., Giorgi, F., Rauscher, S., Ibrah, S., and Bi, X.: A regional climate modeling study of the effect of desert dust on the West African monsoon, J. Geophys. Res., 113, D12206, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD009322&quot;&gt;https://doi.org/10.1029/2007JD009322&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Lelieveld, J., Berresheim, H., Borrmann, S., Crutzen, P.&amp;nbsp;J., Dentener, F.&amp;nbsp;J., Fischer, H., Feichter, J., Flatau, P.&amp;nbsp;J., Heland, J., Holzinger, R., Korrmann, R., Lawrence, M.&amp;nbsp;G., Levin, Z., Markowicz, K.&amp;nbsp;M., Mihalopoulos, N., Minikin, A., Ramanathan, V., de&amp;nbsp;Reus, M., Roelofs, G.&amp;nbsp;J., Scheeren, H.&amp;nbsp;A., Sciare, J., Schlager, H., Schultz, M., Siegmund, P., Steil, B., Stephanou, E.&amp;nbsp;G., Stier, P., Traub, M., Warneke, C., Williams, J., and Ziereis, H.: Global Air Pollution Crossroads over the Mediterranean, Science, 298, 794–799, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1075457&quot;&gt;https://doi.org/10.1126/science.1075457&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Levy, R.&amp;nbsp;C., Remer, L.&amp;nbsp;A., Mattoo, S., Vermote, E.&amp;nbsp;F., and Kaufman, Y.&amp;nbsp;J.: Second-generation operational algorithm: Retrieval of aerosol properties over land from inversion of Moderate Resolution Imaging Spectroradiometer spectral reflectance, J. Geophys. Res., 112, D13211, &lt;a href=&quot;http://dx.doi.org/10.1029/2006JD007811&quot;&gt;https://doi.org/10.1029/2006JD007811&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Liao, H. and Seinfeld, J.&amp;nbsp;H.: Radiative forcing by mineral dust aerosols: sensitivity to key variables, J. Geophys. Res., 103, 31637–31645, &lt;a href=&quot;http://dx.doi.org/10.1029/1998JD200036&quot;&gt;https://doi.org/10.1029/1998JD200036&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Mahowald, N. M., Engelstaedter, S., Luo, C., Sealy, A., Artaxo, P., Benitez-Nelson, C., Bonnet, S., Chen, Y., Chuang, P. Y., Cohen, D. D., Dulac, F., Herut, B., Johansen, A. M., Kubilay, N., Losno, R., Maenhaut,W., Paytan, A., Prospero, J. M., Shank, L. M., and Siefert, R. L.: Atmospheric Iron Deposition: Global Distribution, Variability, and Human Perturbations, Annu. Rev. Mar. Sci., 1, 245–278, &lt;a href=&quot;http://dx.doi.org/10.1146/annurev.marine.010908.163727&quot;&gt;https://doi.org/10.1146/annurev.marine.010908.163727&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Malavelle, F., Mallet, M., Pont, V., Liousse, C., and Solmon, F.: Long-term simulations (2001–2006) of biomass burning and mineral dust optical properties over West Africa: comparisons with new satellite retrievals, Atmos. Chem. Phys. Discuss., 11, 28587–28626, &lt;a href=&quot;http://dx.doi.org/10.5194/acpd-11-28587-2011&quot;&gt;https://doi.org/10.5194/acpd-11-28587-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Marticorena, B. and Bergametti, G.: Modeling the atmosphere dust cycle: 1.&amp;nbsp;Design of a soil-derived dust emission scheme, J. Geophys. Res., 100, 16415–16430, 1995.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Marticorena, B., Bergametti, G., and Aumont, B.: Modeling the atmospheric dust cycle 2.&amp;nbsp;Simulation of Saharan dust sources, J. Geophys. Res., 102, 4387–4404, 1997.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">McConnell, C.&amp;nbsp;L., Highwood, E.&amp;nbsp;J., Coe, H., Formenti, P., Anderson, B., Osborne, S., Nava, S., Desboeufs, K., Chen, G., and Harrison, M. A.&amp;nbsp;J.: Seasonal variations of the physical and optical characteristics of Saharan dust: Results from the Dust Outflow and Deposition to the Ocean (DODO) experiment, J. Geophys. Res., 113, D14S05, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD009606&quot;&gt;https://doi.org/10.1029/2007JD009606&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Miller, R.&amp;nbsp;L., Cakmur, R.&amp;nbsp;V., Perlwitz, J., Geogdzhayev, I.&amp;nbsp;V., Ginoux, P., Koch, D., Kohfeld, K.&amp;nbsp;E., Prigent, C., Ruedy, R., Schmidt, G.&amp;nbsp;A., and Tegen, I.: Mineral dust aerosols in the NASA Goddard Institute for Space Sciences ModelE atmospheric general circulation model, J. Geophys. Res., 111, D06208, &lt;a href=&quot;http://dx.doi.org/10.1029/2005JD005796&quot;&gt;https://doi.org/10.1029/2005JD005796&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple">Mona, L., Amodeo, A., Pandolfi, M., and Pappalardo, G.: Saharan dust intrusions in the Mediterranean area: Three years of Raman lidar measurements, J. Geophys. Res., 111, D16203, &lt;a href=&quot;http://dx.doi.org/10.1029/2005JD006569&quot;&gt;https://doi.org/10.1029/2005JD006569&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple">Moulin, C., Lambert, C.&amp;nbsp;E., Dulac, F., and Dayan, U.: Control of atmospheric export of dust from North Africa by the North Atlantic Oscillation, Nature, 387, 691–694, 1997.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Moulin, C., Lambert, C.&amp;nbsp;E., Dayan, U., Masson, V., Ramonet, M., Bousquet, P., Legrand, M., Balkanski, Y.&amp;nbsp;J., Guellel, W., Marticorena, B., Bergametti, G., and Dulac, F.: Satellite climatology of African dust transport in the Mediterranean atmosphere, J. Geophys. Res., 103, 13137–13144, &lt;a href=&quot;http://dx.doi.org/10.1029/98JD00171&quot;&gt;https://doi.org/10.1029/98JD00171&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Papadimas, C. D., Hatzianastassiou, N., Matsoukas, C., Kanakidou, M., Mihalopoulos, N., and Vardavas, I.: The direct effect of aerosols on solar radiation over the broader Mediterranean basin, Atmos. Chem. Phys., 12, 7165–7185, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-7165-2012&quot;&gt;https://doi.org/10.5194/acp-12-7165-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Patadia, F., Yang, E.-S., and Christopher, S.&amp;nbsp;A.: Does dust change the clear sky top of atmosphere shortwave flux over high surface reflectance regions?, Geophys. Res. Lett., 36, L15825, &lt;a href=&quot;http://dx.doi.org/10.1029/2009GL039092&quot;&gt;https://doi.org/10.1029/2009GL039092&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Qian, Y., Giorgi, F., Huang, Y., Chameides, W., and Luo, C.: Regional simulation of anthropogenic sulfur over East Asia and its sensitivity to model parameters, Tellus&amp;nbsp;B, 53, 171–191, &lt;a href=&quot;http://dx.doi.org/10.1034/j.1600-0889.2001.d01-14.x&quot;&gt;https://doi.org/10.1034/j.1600-0889.2001.d01-14.x&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Reid, J.&amp;nbsp;S., Reid, E.&amp;nbsp;A., Walker, A., Piketh, S., Cliff, S., Mandoos, A.&amp;nbsp;A., Tsay, C.&amp;nbsp;S., and Eck, T.&amp;nbsp;F.: Dynamics of southwest Asian dust particle size characteristics with implications for global dust research, J. Geophys. Res., 113, D14212, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD009752&quot;&gt;https://doi.org/10.1029/2007JD009752&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Santese, M., Perrone, M. R., Zakey, A. S., De Tomasi, F., and Giorgi, F.: Modeling of Saharan dust outbreaks over the Mediterranean by RegCM3: case studies, Atmos. Chem. Phys., 10, 133–156, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-10-133-2010&quot;&gt;https://doi.org/10.5194/acp-10-133-2010&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Shao, Y.: A model for mineral dust emission, J. Geophys. Res., 106, 20239–20254, &lt;a href=&quot;http://dx.doi.org/10.1029/2001JD900171&quot;&gt;https://doi.org/10.1029/2001JD900171&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Shao, Y.: Physics and Modelling of Wind Erosion, 2nd&amp;nbsp;Edn., Springer, Heidelberg, 2008.</mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Shao, Y., Raupach, M.&amp;nbsp;R., and Findlater, P.&amp;nbsp;A.: Effect of Saltation Bombardment on the Entrainment of Dust by Wind, J. Geophys. Res., 98, 12719–12726,, 1993.</mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Shao, Y., Ishizuka, M., Mikami, M., and Leys, J.&amp;nbsp;F.: Parameterization of size-resolved dust emission and validation with measurements, J. Geophys. Res., 116, D08203, &lt;a href=&quot;http://dx.doi.org/10.1029/2010JD014527&quot;&gt;https://doi.org/10.1029/2010JD014527&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple">Slingo, A., Ackerman, T.&amp;nbsp;P., Allan, R.&amp;nbsp;P., Kassianov, E.&amp;nbsp;I., McFarlane, S.&amp;nbsp;A., Robinson, G.&amp;nbsp;J., Barnard, J.&amp;nbsp;C., Miller, M.&amp;nbsp;A., Harries, J.&amp;nbsp;E., Russell, J.&amp;nbsp;E., and Dewitte, S.: Observations of the impact of a major Saharan dust storm on the atmospheric radiation balance, Geophys. Res. Lett., 33, L24817, &lt;a href=&quot;http://dx.doi.org/10.1029/2006GL027869&quot;&gt;https://doi.org/10.1029/2006GL027869&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Sokolik, I.&amp;nbsp;N., Winker, D.&amp;nbsp;M., Bergametti, G., Gillette, A., Carmichael, G., Kaufman, Y.&amp;nbsp;J., Gomes, L., Schuetz, L., and Pennear, J.&amp;nbsp;E.: Introduction to special section: Outstanding problems in quantifying the radiative impacts of mineral dust, J. Geophys. Res., 106, 18015–18027, &lt;a href=&quot;http://dx.doi.org/10.1029/2000JD900498&quot;&gt;https://doi.org/10.1029/2000JD900498&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">Solmon, F., Giorgi, F., and Liousse, C.: Aerosol modelling for regional climate studies: application to anthropogenic particles and evaluation over a European/African domain, Tellus&amp;nbsp;B, 58, 51–72, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1600-0889.2005.00155.x&quot;&gt;https://doi.org/10.1111/j.1600-0889.2005.00155.x&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref65">
<label>65</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, mechanisms and sensitivity to absorption properties, Geophys. Res. Lett., 35, L24705, &lt;a href=&quot;http://dx.doi.org/10.1029/2008GL035900&quot;&gt;https://doi.org/10.1029/2008GL035900&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Solmon, F., Elguindi, N., and Mallet, M.: Radiative and climatic effects of dust over West Africa, as simulated by a regional climate model, Clim. Res., 52, 97–113, &lt;a href=&quot;http://dx.doi.org/10.3354/cr01039&quot;&gt;https://doi.org/10.3354/cr01039&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Somot, S., Sevault, F., Déqué, M., and Crépon, M.: 21st&amp;nbsp;century climate change scenario for the Mediterranean using a coupled atmosphere–ocean regional climate model, Global Planet. Change, 63, 112–126, &lt;a href=&quot;http://dx.doi.org/10.1016/j.gloplacha.2007.10.003&quot;&gt;https://doi.org/10.1016/j.gloplacha.2007.10.003&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Sullivan, R. C., Guazzotti, S. A., Sodeman, D. A., and Prather, K. A.: Direct o bservations of the atmospheric processing of Asian mineral dust, Atmos. Chem. Phys., 7, 1213–1236, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-7-1213-2007&quot;&gt;https://doi.org/10.5194/acp-7-1213-2007&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple">Sundqvist, H., Berge, E., and Kristjansson, J.&amp;nbsp;E.: The effects of domain choice on summer precipitation simulation and sensitivity in a regional climate model, J. Climate, 11, 2698–2712, 1989.</mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Sylla, M.&amp;nbsp;B., Coppola, E., Mariotti, L., Giorgi, F., Ruti, P.&amp;nbsp;M., Dell&apos;Aquila, A., and Bi, X.: Multiyear simulation of the African climate using a regional climate model (RegCM3) with the high resolution ERA-interim reanalysis, Clim. Dynam., 35, 231–247, 2009.</mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">Sylla, M.&amp;nbsp;B., Dell&apos;Aquila, A., Ruti, P.&amp;nbsp;M., and Giorgi, F.: Simulation of the intraseasonal and the interannual variability of rainfall over West Africa with RegCM3 during the monsoon period, Roy. Meteorol. Soc., 30, 1865–1883, &lt;a href=&quot;http://dx.doi.org/10.1002/joc.2029&quot;&gt;https://doi.org/10.1002/joc.2029&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple">Tanré, D., Kaufman, Y.&amp;nbsp;J., Herman, M., and Mattoo, S.: Remote sensing of aerosol properties over oceans using the MODIS/EOS spectral radiances, J. Geophys. Res., 102, 16971–16988, 1997.</mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple">Taylor, K.&amp;nbsp;E.: Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 106, 7183–7192, &lt;a href=&quot;http://dx.doi.org/10.1029/2000JD900719&quot;&gt;https://doi.org/10.1029/2000JD900719&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple">Tegen, I. and Lacis, A.: Modeling of particle size distribution and its influence on the radiative properties of mineral dust aerosol, J. Geophys. Res., 101, 19237–19244, &lt;a href=&quot;http://dx.doi.org/10.1029/95JD03610&quot;&gt;https://doi.org/10.1029/95JD03610&lt;/a&gt;, 1996.</mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple">Todd, M.&amp;nbsp;C., Karam, D.&amp;nbsp;B., Cavazos, C., Bouet, C., Heinold, B., Baldasano, J.&amp;nbsp;M., Cautenet, G., Koren, I., Perez, C., Solmon, F., Tegen, I., Tulet, P., Washington, R., and Zakey, A.: Quantifying uncertainty in estimates of mineral dust flux: An intercomparison of model performance over the Bodélé Depression, northern Chad, J. Geophys. Res., 113, D24107, &lt;a href=&quot;http://dx.doi.org/10.1029/2008JD010476&quot;&gt;https://doi.org/10.1029/2008JD010476&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple">Tummon, F., Solmon, F., Liousse, C., and Tadross, M.: Simulation of the direct and semidirect aerosol effects on the southern Africa regional climate during the biomass burning season, J. Geophys. Res., 115, D19206, &lt;a href=&quot;http://dx.doi.org/10.1029/2009JD013738&quot;&gt;https://doi.org/10.1029/2009JD013738&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple">Uno, I., Wang, Z., Chiba, M., Chun, Y.&amp;nbsp;S., Gong, S.&amp;nbsp;L., Hara, Y., Jung, E., Lee, S.-S., Liu, M., Mikami, M., Music, S., Nickovic, S., Satake, S., Shao, Y., Song, Z., Sugimoto, N., Tanaka, T., and Westphal, D.&amp;nbsp;L.: Dust model intercomparison (DMIP) study over Asia: Overview, J. Geophys. Res., 111, D12213, &lt;a href=&quot;http://dx.doi.org/10.1029/2005JD006575&quot;&gt;https://doi.org/10.1029/2005JD006575&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple">Vaughan, M., Young, S., Winker, D., Powell, K., Omar, A., Liu, Z., Hu, Y., and Hostetler, C.: Fully automated analysis of space-based lidar data: an overview of the CALIPSO retrieval algorithms and data products, Proc. SPIE, 5575, 16–30, &lt;a href=&quot;http://dx.doi.org/10.1117/12.572024&quot;&gt;https://doi.org/10.1117/12.572024&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple">Wang, H., Shi, G., Li, S., Li, W., Wang, B., and Huang, Y.: The impacts of optical properties on radiative forcing due to dust aerosol, Adv. Atmos. Sci., 23, 431–441, &lt;a href=&quot;http://dx.doi.org/10.1007/s00376-006-0431-5&quot;&gt;https://doi.org/10.1007/s00376-006-0431-5&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple">Winker, D., Vaughan, M., Omar, A., Hu, Y., Powell, K., Liu, Z., Hunt, W.&amp;nbsp;H., and Young, S.&amp;nbsp;A.: Overview of the CALIPSO Mission and CALIOP Data Processing Algorithms, J. Atmos. Ocean. Tech., 26, 2310–2323, &lt;a href=&quot;http://dx.doi.org/10.1175/2009JTECHA1281.1&quot;&gt;https://doi.org/10.1175/2009JTECHA1281.1&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple">Woodage, M.&amp;nbsp;J., Slingo, A., Woodward, S., and Comer, R.&amp;nbsp;E.: Simulations of Desert Dust and Biomass Burning Aerosols with a High-Resolution Atmospheric GCM, J. Climate, 23, 1636–1659, &lt;a href=&quot;http://dx.doi.org/10.1175/2009JCLI2994.1&quot;&gt;https://doi.org/10.1175/2009JCLI2994.1&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple">Yan, L., Liu, X., Yang, P., Yin, Z.-Y., and North, G.&amp;nbsp;R.: Study of the Impact of Summer Monsoon Circulation on Spatial Distribution of Aerosols in East Asia Based on Numerical Simulations, J. Appl. Meteorol. Clim., 50, 2270–2282, &lt;a href=&quot;http://dx.doi.org/10.1175/2011JAMC-D-11-06.1&quot;&gt;https://doi.org/10.1175/2011JAMC-D-11-06.1&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple">Yang, E.-S., Gupta, P., and Christopher, S.&amp;nbsp;A.: Net radiative effect of dust aerosols from satellite measurements over Sahara, Geophys. Res. Lett., 36, L18812, &lt;a href=&quot;http://dx.doi.org/10.1029/2009GL039801&quot;&gt;https://doi.org/10.1029/2009GL039801&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple">Yue, X., Liao, H., Wang, H. J., Li, S. L., and Tang, J. P.: Role of sea surface temperature responses in simulation of the climatic effect of mineral dust aerosol, Atmos. Chem. Phys., 11, 6049–6062, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-6049-2011&quot;&gt;https://doi.org/10.5194/acp-11-6049-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple">Zakey, A. S., Solmon, F., and Giorgi, F.: Implementation and testing of a desert dust module in a regional climate model, Atmos. Chem. Phys., 6, 4687–4704, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-4687-2006&quot;&gt;https://doi.org/10.5194/acp-6-4687-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple">Zakey, A.&amp;nbsp;S., Giorgi, F., and Bi, X.: Modeling of sea salt in a regional climate model: Fluxes and radiative forcing, J. Geophys. Res., 113, D14221, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD009209&quot;&gt;https://doi.org/10.1029/2007JD009209&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple">Zender, C.&amp;nbsp;S., Bian, H., and Newman, D.: Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology, J. Geophys. Res., 108, 4416, &lt;a href=&quot;http://dx.doi.org/10.1029/2002JD002775&quot;&gt;https://doi.org/10.1029/2002JD002775&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, D. F., Zakey, A. S., Gao, X. J., Giorgi, F., and Solmon, F.: Simulation of dust aerosol and its regional feedbacks over East Asia using a regional climate model, Atmos. Chem. Phys., 9, 1095–1110, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-1095-2009&quot;&gt;https://doi.org/10.5194/acp-9-1095-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
</ref-list>
</back>
</article>