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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-6-4687-2006</article-id>
<title-group>
<article-title>Implementation and testing of a desert dust module in a regional climate model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zakey</surname>
<given-names>A. S.</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>Giorgi</surname>
<given-names>F.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Chemistry Atmospheric Science Goteborg University SE- 412, 96 Goteborg, Sweden</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>The Abdus Salam International center for Theoretical Physics, Physics of  Weather and climate section, Strada Costiera 11, 34100 Trieste, Italy</addr-line>
</aff>
<pub-date pub-type="epub">
<day>19</day>
<month>10</month>
<year>2006</year>
</pub-date>
<volume>6</volume>
<issue>12</issue>
<fpage>4687</fpage>
<lpage>4704</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/6/4687/2006/acp-6-4687-2006.html">This article is available from http://www.atmos-chem-phys.net/6/4687/2006/acp-6-4687-2006.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/6/4687/2006/acp-6-4687-2006.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/6/4687/2006/acp-6-4687-2006.pdf</self-uri>
<abstract>
<p>In an effort to improve our understanding of aerosol impacts on climate, we
implement a desert dust module within a regional climate model (RegCM). The
dust module includes emission, transport, gravitational settling, wet and
dry removal and calculations of dust optical properties. The coupled
RegCM-dust model is used to simulate two dust episodes observed over the
Sahara region (a northeastern Africa dust outbreak, and a west
Africa-Atlantic dust outbreak observed during the SHADE &quot;Saharan Dust
Experiment&quot;), as well as a three month simulation over an extended domain
covering the Africa-Europe sector. Comparisons with satellite and local
aerosol optical depth measurements shows that the model captures the main
spatial (both horizontal and vertical) and temporal features of the dust
distribution. The main model deficiency occurs in the representation of
certain dynamical patterns observed during the SHADE case which is
associated with an active easterly wave that contributed to the generation
of the dust outbreak. The model appears suitable to conduct long term
simulations of the effects of Saharan dust on African and European climate.</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"> Alfaro, S. C., Gaudichet, A., Gomes, L., and Maille, M.: Mineral aerosol production by wind erosion: aerosol particle sixes and binding energies, Geophys. Res. Lett., 25, 991&amp;ndash;994, 1998. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Alfaro, S. C., Gaudichet, A., Gomes, L., and Maille, M.: Modeling the size distribution of a soil 5 aerosol produced by sandblasting, J. Geophys. Res., 102, 11 239&amp;ndash;11 249, 1997. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Alfaro, S. C. and Gomes, L.: Modelling mineral aerosol production by wind erosion: Emission intensities and aerosol size distributions in source areas, J. Geophys. Res., 106, 18 075&amp;ndash;18 084, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Bagnold, R. A.: The physics of Blown sand and Desert Dunes, 265 pp., Methuen, New York, 10, 1941.  </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cakmur, R. V., Miller, R. L., and Torres, O.: Incorporating the effect of small scale circulations upon dust emission in an AGCM, J. Geophys. Res., 109, D07201, doi:10.1029/2003JD004067, 2004. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Cakmur, R. V., Miller, R. L., Perlwitz, J., Koch, D., Geogdzhayev, I. V., Ginoux, P., Tegen, I., and 15 Zender, C. S.: Constraining the global dust emission and load by minimizing the difference between the model and observations, available at: http://pubs.giss.nasa.gov/authors/rmiller.html, J. Geophys. Res., in press, 2006. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Dickinson, R., Henderson-Sellers, A., and Kennedy, P.: Biosphere-atmosphere transfer scheme (bats) version 1e as coupled to the NCAR community climate model, Technical report, Na-20 National Center for Atmos. Res., 1993. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Eagleman, J. R.: Air pollution meteorology, Trimedia Publishing Co., Lenexa, KS, 258 pp, 1996. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Fecan, F., Marticorena, B., and Bergametti, G.: Parameterization of the increase of aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas, Ann. Geophys., 17, 149&amp;ndash;157, 1999. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Formenti, P., Elbert, W., Maenhaut, W., Haywood, J. M., and Andreae, M. O.: Chemical com- composition of mineral dust aerosol during the Saharan Dust Experiment (SHADE) airborne position campaign in the Cape Verde region, September 2000, J. Geophys. Res., 108(D18), 8576, doi:10.1029/2002JD002648, 2003. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Gillette, D. A. and Hanson, K. J.: Spatial and temporal variability of dust production caused by wind erosion in the United States, J. Geophys. Res., 94, 2197&amp;ndash;2206, 1989. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Gillette, D. A. and Stockton, P.: Mass momentum and kinetic energy fluxes of saltating particles, in: Aeolian Geomorphology, edited by: Nickling, W. G., Allen and Unwin, Winchester, Mass, 35&amp;ndash;56, 1986. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Gillette, D. A. and Stockton, P.: The e_ect of nonerodible particles on wind erosin of erodible surfaces, J. Geophys. Res., 94, 12 885&amp;ndash;12 893, 1989. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F. and Mearns, L. O.: Introduction to special section: Regional climate modeling revis-revisited, J. Geophys. Res., 104, 6335&amp;ndash;6352, 1999. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F. and Chameides, W. L.: Rainout lifetimes of highly soluble aerosols and gases as inferred from simulations with a general circulation model, J. Geophys. Res., 91, 14 367&amp;ndash;14 376, 1986. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F. and Bi, X.: A study of internal variability of a regional climate model, J. Geophys. Res., 105, 29 503&amp;ndash;29 521, 2000. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F.: A particle dry deposition parameterization scheme for use in tracer transport models, J. Geophys. Res., 91, 9794&amp;ndash;9806, 1986. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F., Marinucci, M., and Bates, G.: Development of a second generation regional climate 15 model (RegCM2). Part I: Boundary layer and radiative transfer processes, Mon. Wea. Rev., 121, 2794&amp;ndash;2813, 1993a. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F., Marinucci, M., Bates, G., and DeCanio, G.: Development of a second generation regional climate model (RegCM2). Part II: Convective processes and assimilation of lateral boundary conditions, Mon. Wea. Rev., 121, 2814&amp;ndash;2832, 1993b. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Giorgi, F.: Two-dimensional simulations of possible mesoscale e_ects of nuclear war fires. I: Model description, J. Geophys. Res., 94, 1127&amp;ndash;1144, 1989. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Gong, S. L., Zhang, X. Y., Zhao, T. L., McKendry, I. G., Ja_e, D. A., and Lu, N. M.: Characteriza- Characterization of soil dust aerosol in China and its transport and distribution during 2001 ACE-Asia: 2. tion Model simulation and validation, J. Geophys. Res., 108, 4262, doi:10.1029/2002JD002633, 2003. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</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/NCAR Mesoscale Model (MM5), NCAR Technical Note, NCAR/TN-389+STR, 138 pp, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Grell, G. A.: Prognostic evaluation of assumptions used by cumulus parameterizations, Mon. Wea. Rev., 121, 764&amp;ndash;787, 1993. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Haywood, J., Francis, P., Osborne, S., Glew, M., Loeb, N., Highwood, E., Tanr &apos; e, D., Myhre, G., Formenti, P., and Hirst, E.: Radiative properties and direct radiative e_ect of Saharan 1774 dust measured by the C-130 aircraft during SHADE: 1. Solar spectrum, J. Geophys. Res., 108(D18), 8577, doi:10.1029/2002JD002687, 2003. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Herman, J. R., Bhartia, P. K., Torres, O., Hsu, C., Seftor, C., and Celarier, E.: Global distribu- distributions of UV-absorbing aerosols from Nimbus 7/TOMS data, J. Geophys. Res., 102, 16 911&amp;ndash;16 922, 1997. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Hillel, D.: Introduction to soil Physics, 364 pp., Academic, San Diego, Calif, 1982. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B. N., Eck, T. F., Slutsker, I., Tanr&apos; e, D., Buis, J. P., Stezer, A., Vermote, E., Reagan, Y., Kaufman, U. J., Nakajima, T., Lavenu, F., Jankowiak, I., and Smirnov, A.: AERONET-A federated instrument network and data archive for aerosol characterization, Rem. Sens. Environ., 66, 1&amp;ndash;16, 1998. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Holtslag, A., de Bruijn, E., and Pan, H.-L.: A high resolution air mass transformation model for short-range weather forecasting, Mon. Wea. Rev., 118, 1561&amp;ndash;1575, 1990. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Hsu, S.-A.: Thermodynamic characteristics of the subcloud layer affecting haze dispersion along the West coast of Borneo., Pure Appl. Geophys., 160, 419&amp;ndash;427, 2003. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Hess, M., Koepke, P., and Shult, I.: Optical Properties of Aerosols and Clouds: The Software 15 Package OPAC, Bull. Am. Soc., 79, 831&amp;ndash;844, 1998. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Jenkins, G. S.: The 1988 and 1990 summer season simulations for West Africa using a regional climate model, J. Climate, 10, 1255&amp;ndash;1272, 1997. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Joussaume, S.: Three-dimensional simulation of the atmospheric cycle of desert dust particles using a general circulation model, J. Geophys. Res., 95, 1909&amp;ndash;1941, 1990. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Kiehl, J., Hack, J., Bonan, G., Boville, B., Breigleb, B., Williamson, D., and Rasch, P.: Descrip-Description of the NCAR community climate model (ccm3), Technical report, National Center for Atmos. Res., 1996. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Lelieveld, J., Berresheim, H., Borrmann, S., Crutzen, P. J., Dentener, F. J., Fischer, H., et al.: Global air pollution crossroads over the Mediterranean, Science, 298, 794&amp;ndash;799, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Liousse, C., Penner, J. E., Chuang, C., Walton, J. J., Eddleman, H., and Cachier, H.: A global three-dimensional model study of carbonaceous aerosols, J. Geophys. Res.-Atmos., 101, 19 411&amp;ndash;19 432, 1996. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Luo, C., Mahowald, N., and del Corral, J.: Sensitivity study of meteorological parameters on mineral aerosol mobilization, transport and distribution, J. Geophys. Res., 108(D15), 4447, doi:10.1029/2003JD0003483, 2003. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N., Zender, C., Luo, C., Savoie, D., Torres, O., and del Corral, J.: Under- Understanding the 30-year Barbados desert dust record, J. Geophys. Res., 107(D21), doi:10.1029/2002JD002097, 2002. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Marticorena, B. and Bergametti, G.: Modeling the atmospheric dust cycle, I, Design of soil- soilderived dust emission scheme, J. Geophys. Res., 100, 16 416&amp;ndash;16 430, 1995. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Marticorena, B., Bergametti, G., Gillette, D. A., and Belnap, J.: Factors controlling threshold friction velocity in semiarid areas of the United States, J. Geophys. Res., 102, 23 277&amp;ndash;23 287, 1997b. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Marticorena, B., Bergametti, G., Aumont, B., Callot, Y., N&apos;Doume, C., and Legrand, M.: Modeling the atmospheric dust cycle, 2, Simulation of Saharan sources, J. Geophys. Res., 102, 4387&amp;ndash;4404, 1997a. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Martonchik, J. V., Diner, D. J., Kahn, R., Ackerman, T. P., Verstraete, M. M., Pinty, B., and Gorbon, H. R.: Techniques for the retrieval of aerosol properties over land and ocean using multiangle imaging, IEEE Trans. Geosci. Remote Sens., 36, 1212&amp;ndash;1227, 1998. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Miller, R. L., Tegen, I., and Perlwitz, J.: Surface radiative forcing by soil dust aerosols and the hydrologic cycle, J. Geophys. Res., 109, D04203, doi:10.1029/2003JD004085, 2004. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Miller, R. L., Cakmur, R. V., Perlwitz, J., Geogdzhayev, I. V., Ginoux, P., Kohfeld, K. E., Koch, D., Prigent, C., Ruedy, R., Schmidt, G. 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, doi:10.1029/2005JD005796, 2006. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Moulin, C., Lambert, C. F., Dulac, F., and Dayan, U.: Control of atmospheric export of dust from North Africa by the North Atlantic oscillation, Nature, 387, 691&amp;ndash;694, 1997. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Myhre, G., Grini, A., Haywood, J. M., Stordal, F., Chatenet, B., Tanré, D., Sundet, J. 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, doi:10.1029/2002JD002566, 2003. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Nickovic, S., Kallos, S., Papadopoulos, A., and Kakaliagou, O.: A model for prediction of desert 25 dust cycle in the atmosphere, J. Geophys. Res., 106, 18 113&amp;ndash;18 129, 2001. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Penner, J. E., Andreae, M., Annegarn, M., et al.: Aerosol, their direct and indirect effets, in: Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third AsAssessment Report of the Intergovernmental Panel on Climate Change, edited by: Houghton, J. T., Ding, Y., Griggs, D. J., et al., Cambridge Univ. Press, New York, chap.&amp;nbsp;5, 291&amp;ndash;336, 2001. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Qian, Y., Giorgi, F., Huang, Y., Chameides, W. L., and Luo, C.: Simulation of anthropogenic sulfur over East Asia with a regional coupled chemistry-climate model, Tellus B, 53B, 171&amp;ndash;191, 2001.  </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Rao, S. T., Ku, J.-Y., Berman, S., Zhang, K., and Mao, H.: Summertime characteristics of the atmospheric boundary layer and relationships to ozone levels over the Eastern United States, Pure Appl. Geophys., 160, 21&amp;ndash;55, 2003. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Sokolik, I. N., Toon, O. B., and Bergstrom, R. W.: Modelling the radiative characteristics of air- airborne mineral aerosols at infrared wavelengths, J. Geophys. Res., 103, 8813&amp;ndash;8826, 1998. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Solmon, F., Giorgi, F., and Liousse, C.: Aerosol modeling for regional climate studies: Appli- Application to anthropogenic particles and evaluation over a European/African domain, Tellus B, 58(1), 51&amp;ndash;72, 2006. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Song, C. H. and Carmichael, G. R.: A three-dimensional modeling investigation of the evolution processes of dust and sea-salt particles in east Asia, J. Geophys. Res., 106, 18 131&amp;ndash;18 154, 2001. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Schulz, M., Balkanski, Y., Guelle, W., and Dulac, F.: Role of aerosol size distribution and source location in a three dimensional simulation of a Saharan dust episode tested against satellite-derived measurements , J. Geophys. Res., 103, 10 579&amp;ndash;10 592, 1998. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Tanré, D., Remer, L. A., Kaufman, Y. J., Mattoo, S., Hobbs, P. V., Livingston, J. M., Russell, P. B., and Smirnov, A.: Retrieval of aerosol optical thickness and size distribution over ocean from 20 the MODIS airborne simulator during TARFOX, J. Geophys. Res., 104, 2261&amp;ndash;2278, 1999. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Torres O., Bhartia, P. K., Herman, J. R., and Ahmed, Z.: Derivation of aerosol properties from satellite measurements of backscattered ultraviolet radiation. Theortical Basis, J. Geophys. Res., 103, 17 099&amp;ndash;17 110, 1998. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C. S., Bian, H., and Newman, D.: Mineral dust entrainment and deposition 25 (DEAD) model: Description and 1990s dust climatology, J. Geophys. Res., 108, 4416, doi:10.1029/2002JD002775, 2003. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Zender, C. S., Miller, R. L., and Tegen, I.: Quantifying mineral dust mass budgets: Terminology, constraints, and current estimates, Eos Trans. Am. Geophys. Union, 85, 48, 509&amp;ndash;512, 2004. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, L., Gong, S., Padro, J., and Barrie, L.: A size-segregated particle dry deposition scheme 30 for an atmospheric aerosol module, Atmos. Environ., 35, 549&amp;ndash;560, 2001. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Zobler, L. A.: World Soil File for Global Climate Modelling, NASA Technical Memorandum 87802, NASA Goddard Institute for Space Studies (GISS), 2880 Broadway, New York, N.Y. 10025, USA, 1986.  </mixed-citation>
</ref>
</ref-list>
</back>
</article>