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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-11-1879-2011</article-id>
<title-group>
<article-title>Radiative impact of mineral dust on monsoon precipitation variability over West Africa</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhao</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Liu</surname>
<given-names>X.</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>Ruby Leung</surname>
<given-names>L.</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>Hagos</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>Atmospheric Science and Global Change Division, Pacific Northwest National Laboratory, Richland, WA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>01</day>
<month>03</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>5</issue>
<fpage>1879</fpage>
<lpage>1893</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/11/1879/2011/acp-11-1879-2011.html">This article is available from http://www.atmos-chem-phys.net/11/1879/2011/acp-11-1879-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/1879/2011/acp-11-1879-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/11/1879/2011/acp-11-1879-2011.pdf</self-uri>
<abstract>
<p>The radiative forcing of dust and its impact on
precipitation over the West Africa monsoon (WAM) region is simulated using a
coupled meteorology and aerosol/chemistry model (WRF-Chem). During the
monsoon season, dust is a dominant contributor to aerosol optical depth
(AOD) over West Africa. In the control simulation, on 24-h domain
average, dust has a cooling effect (−6.11 W m&lt;sup&gt;−2&lt;/sup&gt;) at the surface, a
warming effect (6.94 W m&lt;sup&gt;−2&lt;/sup&gt;) in the atmosphere, and a relatively small
TOA forcing (0.83 W m&lt;sup&gt;−2&lt;/sup&gt;). Dust modifies the surface energy budget and
atmospheric diabatic heating. As a result, atmospheric stability is
increased in the daytime and reduced in the nighttime, leading to a
reduction of late afternoon precipitation by up to 0.14 mm/h (25%) and
an increase of nocturnal and early morning precipitation by up to 0.04 mm/h
(45%) over the WAM region. Dust-induced reduction of diurnal
precipitation variation improves the simulated diurnal cycle of
precipitation when compared to measurements. However, daily precipitation is
only changed by a relatively small amount (−0.17 mm/day or −4%). The
dust-induced change of WAM precipitation is not sensitive to interannual
monsoon variability. On the other hand, sensitivity simulations with weaker
to stronger absorbing dust (in order to represent the uncertainty in dust
solar absorptivity) show that, at the lower atmosphere, dust longwave
warming effect in the nighttime surpasses its shortwave cooling effect in
the daytime; this leads to a less stable atmosphere associated with more
convective precipitation in the nighttime. As a result, the dust-induced
change of daily WAM precipitation varies from a significant reduction of
−0.52 mm/day (−12%, weaker absorbing dust) to a small increase of
0.03 mm/day (1%, stronger absorbing dust). This variation originates from the
competition between dust impact on daytime and nighttime precipitation,
which depends on dust shortwave absorption. Dust reduces the diurnal
variation of precipitation regardless of its absorptivity, but more
reduction is associated with stronger absorbing dust.</p>
</abstract>
<counts><page-count count="15"/></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, I. J., Hass, H., Memmesheimer, M., Ebel, A., Binkowski, F. S., and Shankar, U.: Modal aerosol dynamics model for Europe: Development and first applications, Atmos. Environ., 32, 2981–2999, 1998. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Balkanski, Y., Schulz, M., Claquin, T., and Guibert, S.: Reevaluation of mineral aerosol radiative forcings suggests a better agreement with satellite and AERONET data, Atmos. Chem. Phys., 7, 81–95, http://dx.doi.org/10.5194/acp-7-81-2007doi:10.5194/acp-7-81-2007, 2007. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Barndard, J. C., Fast, J. D., Paredes-Miranda, G., Arnott, W. P., and Laskin, A.: Technical Note: Evaluation of the WRF-Chem &quot;Aerosol Chemical to Aerosol Optical Properties&quot; Module using data from the MILAGRO campaign, Atmos. Chem. Phys., 10, 7325–7340, http://dx.doi.org/10.5194/acp-10-7325-2010doi:10.5194/acp-10-7325-2010, 2010. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> DeMott, P. J., Sassen, K., Poellot, M. R., Baumgardner, D., Rogers, D. C., Brooks, S. D., Prenni, A. J., and Kreidenweis, S. M.: African dust aerosols as atmospheric ice nuclei, Geophys. Res. Lett., 30, 1732, 4 pp., http://dx.doi.org/10.1029/2003GL017410doi:10.1029/2003GL017410, 2003. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> DeMott, P. J., Prenni, A., Liu, X., Kreidenweis, S. M., Petters, M. D., Twohy, C. H., Richardson, M. S., Eidhammer, T., and Rogers, D. C.: Predicting global atmospheric ice nuclei distributions and their impacts on climate, Proc. Natl. Acad. Sci. USA, 107, 11217–11222, http://dx.doi.org/10.1073/pnas.0910818107doi:10.1073/pnas.0910818107, 2010. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Dentener, F., Kinne, S., Bond, T., Boucher, O., Cofala, J., Generoso, S., Ginoux, P., Gong, S., Hoelzemann, J. J., Ito, A., Marelli, L., Penner, J. E., Putaud, J.-P., Textor, C., Schulz, M., van der Werf, G. R., and Wilson, J.: Emissions of primary aerosol and precursor gases in the years 2000 and 1750 prescribed data-sets for AeroCom, Atmos. Chem. Phys., 6, 4321–4344, http://dx.doi.org/10.5194/acp-6-4321-2006doi:10.5194/acp-6-4321-2006, 2006. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Diner, D. J., Beckert, J., Reilly, T., Bruegge, C., Conel, J., Kahn, R., Martonchik, J., Ackerman, T., Davies, R., Gerstl, S., Gordon, H. R., Muller, J. P., Myneni, R. B., Sellers, P. J., Pinty, B., and Verstraete, M.: Multi-angle Imaging SpectroRadiometer (MISR) instrument description and experiment overview, IEEE T., Geosci. Remote, 36, 1072–1087, 1998. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Diner, D. J., Abdou, W. A., Bruegge, C. J., Conel, J. E., Crean, K. A., Gaitley, B. J., Helmlinger, M. C., Kahn, R. A., Martonchik, J. V., and Pilorz, S. H.: MISR aerosol optical depth retrievals over southern Africa during the SAFARI-2000 dry season campaign, Geophys. Res. Lett., 28, 3127–3130, 2001. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O. and King, M. D.: A ?exible inversion algorithm for retrieval of aerosol optical properties from sun and sky radiance measurements, J. Geophys. Res., 105, 20673–20696, 2000. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Holben, B., Eck, T. F., Smirnov, A., et al.: Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci., 59, 590–608, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Fast, J. D, Gustafson Jr., W. I., Easter, R. C., Zaveri, R. A., Barnard, J. C., Chapman, E. G., and. Grell, G. A.: Evolution of ozone, particulates, and aerosol direct forcing in an urban area using a new fully-coupled meteorology, chemistry, and aerosol model, J. Geophys. Res., 111, D21305, http://dx.doi.org/10.1029/2005JD006721doi:10.1029/2005JD006721, 2006. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Fast, J., Aiken, A. C., Allan, J., Alexander, L., Campos, T., Canagaratna, M. R., Chapman, E., DeCarlo, P. F., de Foy, B., Gaffney, J., de Gouw, J., Doran, J. C., Emmons, L., Hodzic, A., Herndon, S. C., Huey, G., Jayne, J. T., Jimenez, J. L., Kleinman, L., Kuster, W., Marley, N., Russell, L., Ochoa, C., Onasch, T. B., Pekour, M., Song, C., Ulbrich, I. M., Warneke, C., Welsh-Bon, D., Wiedinmyer, C., Worsnop, D. R., Yu, X.-Y., and Zaveri, R.: Evaluating simulated primary anthropogenic and biomass burning organic aerosols during MILAGRO: implications for assessing treatments of secondary organic aerosols, Atmos. Chem. Phys., 9, 6191–6215, http://dx.doi.org/10.5194/acp-9-6191-2009doi:10.5194/acp-9-6191-2009, 2009. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Ghan, S., Laulainen, N., Easter, R., Wagener, R., Nemesure, S., Chapman, E., Zhang, Y., and Leung, R.: Evaluation of aerosol direct radiative forcing in MIRAGE, J. Geophys. Res., 106, 5295–5316, 2001. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Ginoux, P., Chin, M., Tegen, I., Prospero, J. M., Holben, B., Dubovik, O., and Lin, S.: Sources and distributions of dust aerosols simulated with the GOCART model, J. Geophys. Res., 106, 20225–20273, 2001. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Grell, G. A., Peckham, S. E., Schmitz, R., and McKeen, S. A., Frost, G., Skamarock, W. C., and Eder, B.: Fully coupled &quot;online&quot; chemistry within the WRF model, Atmos. Environ., 39, 6957–6976, 2005. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Gustafson, W. I., Chapman, E. G., Ghan, S. J., Easter, R. C., and Fast, J. D.: Impact on modeled cloud characteristics due to simplified treatment of uniform cloud condensation nuclei during NEAQS 2004, Geophys. Res. Lett., 34, L19809, http://dx.doi.org/10.1029/2007GL0300321doi:10.1029/2007GL0300321, 2007. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</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, 1–16, 1998. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B. N., Tanre, D., Smirnov, A., ECK T. F., Slutsker, I., Abuhassan, N., Newcomb, W. W. Schafer, J. S., Chatenet, B., Lavenu, F., Kaufman, Y. J., Vande Castle, J., Setzer, A., Markham, B., Clark, D., Frouin, R., Halthore, R., A. Karneli O&apos;Neill, N. T., Pietras, C., Pinker, R. T., Voss, K., and Zibordi, G.: An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET, J. Geophys. Res., 106, 12067–12097, 2001. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Hsu, N. C., Tsay, S., King, M., and Herman, J. R.: Deep blue retrievals of Asian Aerosol Properties during ACE-Asia, IEEE Tran. Geos. Remote Sen., 44, 3180, http://dx.doi.org/10.1109/TGRS.2006.879540doi:10.1109/TGRS.2006.879540, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, G. J., Adler, R. F., Morrissey, M., Bolvin, D. T., Curtis, S., Joyce, R., McGavock, B., and Susskind, J.: Global Precipitation at One-Degree Daily Resolution from Multi-Satellite Observations, J. Hydrometeor., 2(1), 36–50, 2001. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Huffman, G. J., Adler, R. F., Bolvin, D. T., Gu, G., Nelkin, E. J., Bowman, K. P., Hong, Y., Stocker, E. F., and Wolff, D. B.: The TRMM Multi-satellite Precipitation Analysis: Quasi-Global, Multi-Year, Combined-Sensor Precipitation Estimates at Fine Scale. J. Hydrometeor., 8(1), 38–55, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Iacono, M. J., Mlawer, E. J., Clough, S. A., and Morcrette, J.-J.: Impact of an improved longwave radiation model, RRTM. on the energy budget and thermodynamic properties of the NCAR community climate mode, CCM3. J. Geophys. Res., 105, 14873–14890, 2000. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Jacobson, M. Z. and Y. J. Kaufman: Wind reduction by aerosol particles, Geophys. Res. Lett., 33, L24814, http://dx.doi.org/10.1029/2006GL027838doi:10.1029/2006GL027838, 2006. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Kaufman, Y. J., Tanre, D., Remer, L. A., Vermote, E. F., Chu, A., and Holben, B. N.: Operational remote sensing of tropospheric aerosol over land from EOS moderate resolution imaging spectroradiometer, J. Geophys. Res., 102, 17051–17067, 1997. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, K.-M., Lau, W. K.-M., Sud, Y. C., and Walker, G. K.: Influence of aerosol-radiative forcings on the diurnal and seasonal cycles of rainfall over West Africa and Eastern Atlantic Ocean using GCM simulations. Clim. Dyn., 35, 115–126, http://dx.doi.org/10.1007/s00382-010-0750-1doi:10.1007/s00382-010-0750-1, 2010. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Konare, A., Zakey, A. 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, http://dx.doi.org/10.1029/2007JD009322doi:10.1029/2007JD009322, 2008. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Lau, K. M., Kim, K. M., Sud, Y. C., and Walker, G. K.: A GCM study of the response of the atmospheric water cycle of West Africa and the Atlantic to Saharan dust radiative forcing, Ann. Geophys., 27, 4023–4037, 2009. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Leung, L. R., Kuo, Y. H., and Tribbia, J.: Research Needs and Directions of Regional Climate Modeling Using WRF and CCSM, Bull. Am. Meteorol. Soc., 87(12), 1747–1751, 2006. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Levy, R. C., Remer, L. A., Tanre, D., Kaufman, Y. J., Ichoku, C., Holben, B. N., Livingston, J. M., Russell, P. B., and Maring, H.: Evaluation of the Moderate-Resolution Imaging Spectroradiometer (MODIS) retrievals of dust aerosol over the ocean during PRIDE, J. Geophys. Res., 108, D198594, http://dx.doi.org/10.1029/2002JD002460doi:10.1029/2002JD002460, 2003. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Liebmann B. and Smith, C. A.: Description of a Complete (Interpolated) Outgoing Longwave Radiation Dataset, Bull. Am. Meteorol. Soc., 77, 1275–1277, 1996. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Martonchik, J. V., Diner, D. J., Kahn, R., and Gaitley, B.: Comparison of MISR and AERONET aerosol optical depths over desert sites, Geophys. Res. Lett., 31, L16102, http://dx.doi.org/10.1029/2004GL019807doi:10.1029/2004GL019807, 2004. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> McConnell, C. L., Formenti, P., Highwood, E. J., and Harrison, M. A. J.: Using aircraft measurements to determine the refractive index of Saharan dust during the DODO experiments, Atmos. Chem. Phys., 10, 3081–3098, http://dx.doi.org/10.5194/acp-8-3081-2010doi:10.5194/acp-8-3081-2010, 2010. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> McKeen, S. A., Wotawa, G., Parrish, D. D., Holloway, J. S., Buhr, M. P., Hubler, G., Fehsenfeld, F. C., and Meagher, J. F.: Ozone production from Canadian wildfires during June and July of 1995, J. Geophys. Res., 107(D14), 4192, http://dx.doi.org/10.1029/2001JD000697doi:10.1029/2001JD000697, 2002. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</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, http://dx.doi.org/10.1029/2003JD004085doi:10.1029/2003JD004085, 2004. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Miller, M. A. and A. Slingo: The ARM Mobile Facility and its first international deployment: Measuring radiative flux divergence in West Africa, Bull. Am. Meteorol. Soc., 88, 1229–1244, http://dx.doi.org/10.1175/BAMS-88-8-1229doi:10.1175/BAMS-88-8-1229, 2007. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Mlawer, E. J., Taubman, S. J., P. D. Brown, M. J. Iacono and S. A. Clough: RRTM, a validated correlated-k model for the longwave, J. Geophys. Res., 102, 16663–16682, 1997. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</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="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J. M. and Lamb, P. J.: African droughts and dust transport to the Caribbean: Climate change implications, Science, 302, 1024–1027, 2003. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Qian, Y, Gustafson, W. I. Jr., Leung, L. Y., and Ghan, S.: Effects of soot-induced snow albedo change on snowpack and hydrological cycle in western United States based on Weather Research and Forecasting chemistry and regional climate simulations, J. Geophys. Res., 114, D03108, http://dx.doi.org/10.1029/2008JD011039doi:10.1029/2008JD011039, 2009. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Randerson, J. T., Van der Werf G. R., Giglio, L., Collatz, G. J., and Kasibhatla., P. S.: Global Fire Emissions Database, Version 2 (GFEDv2.1). available online at: http://daac.ornl.gov/ from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennesse, USA, http://dx.doi.org/10.3334/ORNLDAAC/849doi:10.3334/ORNLDAAC/849, 2005. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</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 Monsoon Multidisciplinary Analysis: An international research project and field campaign, A. Am. Meteorol. Soc., 87, 1739–1746, http://dx.doi.org/10.1175/BAMS-87-12-1739doi:10.1175/BAMS-87-12-1739, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Remer, L. A., Kaufman, Y. J., Tanre, D., Mattoo, S., Chu, D. A., Martins, J. V., Li, R., Ichoku, C., Levy, R. C., Kleidman, R. G., Eck, T. F., Vermote, E., and Holben, B. N.: The MODIS aerosol algorithm, products and validation, J. Atmos. Sci., 62, 947–973, 2005. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Schell, B., Ackermann, I. J., Hass, H., Binkowski, F. S., and Ebel, A.: Modeling the formation of secondary organic aerosol within a comprehensive air quality modeling system, J. Geophys. Res., 106, 28275–28293, 2001. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Skamarock, W. C., Klemp, J. B., Dudhia, J., Gill, D. O., Barker, D. M., Duda, M. G., Huang, X., Wang, W., and Powers, J. G.: A description of the advanced research WRF version 3, NCAR Tech. Note, NCAR/TN-475+STR,, Natl. Cent. for Atmos. Res., Boulder, CO, USA, 8 pp. available online at: http://www.mmm.ucar.edu/wrf/users/docs/arw_v3.pdf, 2008. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</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 Saharan dust storm on the atmospheric radiation balance, Geophys. Res. Lett., 33, L24817, http://dx.doi.org/10.1029/2006GL027869doi:10.1029/2006GL027869, 2006. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Solmon, F., Mallet, M., Elguindi, N., Giorgi, F., Zakey, A., and Konare, A.: Dust aerosol impact on regional precipitation over western Africa, mechanisms and sensitivity to absorption properties, Geophys. Res. Lett., 35, L24705, http://dx.doi.org/10.1029/2008GL035900doi:10.1029/2008GL035900, 2008. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Stockwell, W. R., Middleton, P., Chang, J. S., and Tang, X.: The second generation regional acid deposition model chemical mechanism for regional air quality modeling, J. Geophys. Res., 95, 16343–16367, 1990. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Sultan, B., Baron, C., Dingkuhn, M., Sarr, B., and Janicot, S.: Agricultural impacts of large-scale variability of the West African monsoon, J. Agr. For. Meteorol., 128, 93–110, http://dx.doi.org/10.1016/j.agrformet.2004.08.005doi:10.1016/j.agrformet.2004.08.005, 2005. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Vigaud, N., Roucou, P., Fontaine, B., Sijikumar, S., and Tyteca, S.: WRF/ARPEGE-CLIMAT simulated climate trends over West Africa, Clim. Dynam., http://dx.doi.org/10.1007/s00382-009-0707-4doi:10.1007/s00382-009-0707-4, 2009. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, W. and Liu, X.: Evaluating deep updraft formulation in NCAR CAM3 with high resolution WRF simulations during ARM TWP-ICE, Geophys. Res. Lett., 36, L04701, http://dx.doi.org/10.1029/2008GL036692doi:10.1029/2008GL036692, 2009. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</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="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Yoshioka, M., Mahowald, N., 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. Climate, 16, 1445–1467, http://dx.doi.org/10.1175/JCLI4056.1doi:10.1175/JCLI4056.1, 2007. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Zaveri, R. A. and Peters, L. K.: A new lumped structure photochemical mechanism for large-scale applications, J. Geophys. Res., 104, 30387–30415, 1999. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Zaveri, R. A., Easter, R. C., Fast, J. D., and Peters, L. K.: Model for simulating aerosol interactions and chemistry (MOSAIC), J. Geophys. Res., 113, D13204, http://dx.doi.org/10.1029/2007JD008792doi:10.1029/2007JD008792, 2008. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Y., Duliere, V., Mote, P. W., Salathe Jr., E. P. : Evaluation of WRF and HadRM Mesoscale Climate Simulations over the U.S. Pacific Northwest, J. Climate, 22, 5511–5526, http://dx.doi.org/10.1175/2009JCLI2875.1doi:10.1175/2009JCLI2875.1, 2009. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao, C., Liu, X., Leung, L. R., Johnson, B., McFarlane, S. A., Gustafson Jr., W. I., Fast, J. D., and Easter, R.: The spatial distribution of mineral dust and its shortwave radiative forcing over North Africa: modeling sensitivities to dust emissions and aerosol size treatments, Atmos. Chem. Phys., 10, 8821–8838, http://dx.doi.org/10.5194/acp-10-8821-2010doi:10.5194/acp-10-8821-2010, 2010. </mixed-citation>
</ref>
</ref-list>
</back>
</article>