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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-12-10331-2012</article-id>
<title-group>
<article-title>Aerosol radiative forcing during African desert dust events (2005–2010) over Southeastern Spain</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Valenzuela</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Olmo</surname>
<given-names>F. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lyamani</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Antón</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Quirantes</surname>
<given-names>A.</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>Alados-Arboledas</surname>
<given-names>L.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Departamento de Física Aplicada, Universidad de Granada, Granada, Spain</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Centro Andaluz de Medio Ambiente (CEAMA), Granada, Spain</addr-line>
</aff>
<pub-date pub-type="epub">
<day>06</day>
<month>11</month>
<year>2012</year>
</pub-date>
<volume>12</volume>
<issue>21</issue>
<fpage>10331</fpage>
<lpage>10351</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/12/10331/2012/acp-12-10331-2012.html">This article is available from http://www.atmos-chem-phys.net/12/10331/2012/acp-12-10331-2012.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/12/10331/2012/acp-12-10331-2012.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/12/10331/2012/acp-12-10331-2012.pdf</self-uri>
<abstract>
<p>The daily (24 h) averages of the aerosol radiative forcing (ARF) at the
surface and the top of the atmosphere (TOA) were calculated during desert
dust events over Granada (southeastern Spain) from 2005 to 2010. A radiative
transfer model (SBDART) was utilized to simulate the solar irradiance values
(0.31–2.8 μm) at the surface and TOA, using as input
aerosol properties retrieved from CIMEL sun photometer measurements via an
inversion methodology that uses the sky radiance measurements in principal
plane configuration and a spheroid particle shape approximation. This
inversion methodology was checked by means of simulated data from aerosol
models, and the derived aerosol properties were satisfactorily compared
against well-known AERONET products. Good agreement was found over a common
spectral interval (0.2–4.0 μm) between the simulated
SBDART global irradiances at surface and those provided by AERONET. In
addition, simulated SBDART solar global irradiances at the surface have been
successfully validated against CM-11 pyranometer measurements. The comparison
indicates that the radiative transfer model slightly overestimates (mean bias
of 3%) the experimental solar global irradiance. These results show that
the aerosol optical properties used to estimate ARF represent appropriately
the aerosol properties observed during desert dust outbreak over the study
area. The ARF mean monthly values computed during desert dust events ranged
from −13 ± 8 W m&lt;sup&gt;−2&lt;/sup&gt; to −34 ± 15 W m&lt;sup&gt;−2&lt;/sup&gt; at
surface, from −4 ± 3 W m&lt;sup&gt;−2&lt;/sup&gt; to −13 ± 7 W m&lt;sup&gt;−2&lt;/sup&gt; at
TOA and from +6 ± 4 to +21 ± 12 W m&lt;sup&gt;−2&lt;/sup&gt; in the atmosphere.
We have checked if the differences found in aerosol optical properties among
desert dust sectors translate to differences in ARF. The mean ARF at
surface (TOA) were −20 ± 12 (−5 ± 5) W m&lt;sup&gt;−2&lt;/sup&gt;,
−21 ± 9 (−7 ± 5) W m&lt;sup&gt;−2&lt;/sup&gt; and −18 ± 9
(−6 ± 5) W m&lt;sup&gt;−2&lt;/sup&gt; for sector A (northern Morocco; northwestern
Algeria), sector B (western Sahara, northwestern Mauritania and southwestern
Algeria), and sector C (eastern Algeria, Tunisia), respectively. The
Kolmogorov-Smirnov statistical test revealed that daily {ARF} values at TOA
for sector A were significantly different from the other two sectors, likely
as a result of the lower values of single scattering albedo obtained for
sector A. The mean values of aerosol radiative forcing efficiency at surface
(TOA) were −74 ± 12 W m&lt;sup&gt;−2&lt;/sup&gt; (−17 ± 7 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;) for
sector A, −70 ± 14 W m&lt;sup&gt;−2&lt;/sup&gt; (−20 ± 9 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;) for
sector B, and −65 ± 16 W m&lt;sup&gt;−2&lt;/sup&gt; (−22 ± 10 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;)
for sector C, and thus comparable between the three sectors in all seasons.</p>
</abstract>
<counts><page-count count="21"/></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"> Alados-Arboledas, L., Lyamani, H., and Olmo, F. J.: Aerosol size properties at Armilla, Granada (Spain), Q. J. R. Meteorol. Soc., 129, 1395–1413, 2003. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Alados-Arboledas, L., Alcántara, A., Olmo, F. J., Martínez-Lozano, J. A., V. Estellés, Cachorro, V., Silva, A. M., Horvath, H., Gangl, M., Díaz, A., Pujadas, M., Lorente, J., Labajo, A., Sorribas, M., and Pavese, G.: Aerosol columnar properties retrieved from CIMEL radiometers during VELETA 2002, Atmos. Environ., 42, 2654–2667, 2008. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Alam, K., Trautmann, T., Blaschke, T., and Majid, H.: Aerosol optical and radiative properties during summer and winter seasons over Lahore and Karachi, Atmos. Environ., 50, 234–245, 2012. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Ant$\acute\rm o$n, M., Valenzuela, A., Cazorla, A., Gil, J. E., Fern$\acute\rm a$ndez-G$\acute\rm a$lvez, J., Lyamani, H., Foyo-Moreno, I., Olmo, F.J., Alados-Arboledas, L: Global and diffuse shortwave irradiance during a strong desert dust episode at Granada (Spain), Atmos. Res., 118, 232–239, 2012. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> d&apos;Almeida, G. A., Koepke, P., and Shettle, E. P.: Atmospheric Aerosols: Global Climatology and Radiative Characteristics, A. Deepak Publishing, Hampton, VA, 1991. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Antón, M., Gil, J. E., Fernández-Gálvez, J., Lyamani, H., Valenzuela, A., Foyo-Moreno, I., Olmo, F. J., and Alados-Arboledas, L.: Evaluation of the aerosol forcing efficiency in the UV erythemal range at Granada, Spain, J. Geophys. Res., 116, D20214, http://dx.doi.org/10.1029/2011JD016112doi:10.1029/2011JD016112, 2011. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Bauer, S., Bierwirth, E., Esselborn, M., Petzold, A., Macke, A., Trautmann, T., and Wendisch, M.: Airborne spectral radiation measurements to derive solar radiative forcing of Saharan dust mixed with biomass burning smoke particles, Tellus 63B, 742–750, 2011. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Bellantone, V., Carofalo, I., De Tomasi, F., Perrone, M. R., Santese, M., Tafuro, A. M., Turnone, A.: In situ samplings and remote sensing measurements to characterize aerosol properties over South-East Italy, J. Atmos. Oceanic Technol., 25, 1341–1356, 2008. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Boucher, O., Schwartz, S.E., Ackerman, T.P., Anderson, T.L., Bergstrom, B., Bonnel, B., Chylek, P., Dahlback, A., Fouquart, Y., Fu, Q., Halthore, R.N., Haywood, J.M., Iversen, T., Kato, S., Kinne, S., Kirkevag, A., Knapp, K.R., Lacis, A., Laszlo, I., Mishchenko, M.I., Nemesure, S., Ramaswamy, V., Roberts, D.L., Russell, P., Schlesinger, M.E., Stephens, G.L., Wagener, R., Wang, M., Wong, J., Yang, F.: Intercomparison of models representing direct shortwave radiative forcing by sulfate aerosols, J. Geophys. Res., 103, 16979–16998, 1998. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Bush, B. C. and Valero, F. P. J.: Surface aerosol radiative forcing at Gosan during the ACE-Asia campaign, J. Geophys. Res., 108, 8660, doi:10.1029/2002JD003233, 2003. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Carofalo, I., Fermo, P., Perrone, M. R., and Piazzalunga, A.: Advection patterns and composition of TSP and PM$_2.5$ samples over south-east Italy, Proc. Chem. Eng. Trans. 18, 185–192, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Cachorro, V. E., Toledano, C., Prats, N., Sorribas, M., Mogo, S., Berjón, A., Torres, B., Rodrigo, R., de la Rosa, J., and De Frutos, A. M.: The strongest desert dust intrusion mixed with smoke over the Iberian Peninsula registered with Sun photometry, J. Geophys. Res., 113, D14S04, http://dx.doi.org/10.1029/2007JD009582doi:10.1029/2007JD009582, 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Cazorla, A., Olmo, F. J., and Alados-Arboledas, L.: Development of a sky imager for cloud covers assessment, J. Opt. Soc. Am.-A, 25, 29–38, 2008. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Cazorla, A., Shields, J. E., Karr, M. E., Olmo, F. J., Burden, A., and Alados-Arboledas, L.: Technical Note: Determination of aerosol optical properties by a calibrated sky imager, Atmos. Chem. Phys., 9, 6417–6427, http://dx.doi.org/10.5194/acp-9-6417-2009doi:10.5194/acp-9-6417-2009, 2009. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Derimian, Y., Karnieli, A., Kaufman, Y. J., Andreae, M. O., Andreae, T. W., Dubovik, O., Maenhaut, W., Koren, I., and Holben, B. N.: Dust and pollution aerosols over the Negev desert, Israel: Properties, transport, and radiative effect, J. Geophys. Res., 111, D05205, http://dx.doi.org/10.1029/2005JD006549doi:10.1029/2005JD006549, 2006. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Derimian, Y., Leon, J. F., Dubovik, O., Chiapello, I., Tanre, D., Sinyuk, A., Auriol, F., Podvin, T., Brogniez, G., and Holben, B. N.: Radiative properties of aerosol mixture observed during the dry season 2006 over M&apos;Bour, Senegal (African Monsoon Multidisciplinary Analysis campaign), J. Geophys. Res., 113, D00C09, http://dx.doi.org/10.1029/2008JD009904doi:10.1029/2008JD009904, 2008. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Di Biagio, C., di Sarra, A., Meloni, D., Monteleone, F., Piacentino, S., and Sferlazzo, D.: Measurements of Mediterranean aerosol radiative forcing and influence of the single scattering albedo, J. Geophys. Res., 114, D06211, http://dx.doi.org/10.1029/2008JD011037doi:10.1029/2008JD011037, 2009. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Di Sarra, A., di Biagio, C., Meloni, D., Monteleone, F., Pace, G., Pugnaghi, S., and Sferlazzo, D.: Shortwave and longwave radiative effects of the intense Saharan dust event of 25–26 March 2010 at Lampedusa (Mediterranean Sea), J. Geophys. Res., 116, D23209, http://dx.doi.org/10.1029/2011JD016238doi:10.1029/2011JD016238, 2011. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Smirnov, A., Holben, B.N., King, M.D., Kaufman, Y.J., Eck, T.F., I. Slutsker, I.: Accuracy assessment of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements, J. Geophys. Res, 105, 9791–9806, 2000. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Holben, B. N., Lapyonok, T., Sinyuk, A., Mishchenko, M. I., Yang P., and Slutsker, I.: Non-spherical aerosol retrieval method employing light scattering by spheroids, Geophys. Res. Lett., 29, 1415, http://dx.doi.org/10.1029/2001GL014506doi:10.1029/2001GL014506, 2002a. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Holben, B., Eck, T. F., Smirnov, A., Kaufman, Y. J., King, M. D., Tanre, D., and Slutsker, I.: Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci., 59, 590–608, 2002b. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O., Sinyuk, A., Lapyonok, T., Holben, B. N., Mishchenko, M., Yang, P., Eck, T. F., Volten, H., Muñoz, O., Veihelmann, B., van der Zande, W. J., Leon, J. F., Sorokin, M., and Slutsker, I.: Application of spheroid models to account for aerosol particle nonsphericity in remote sensing of desert dust, J. Geophys. Res., 111, D11208, http://dx.doi.org/10.1029/2005JD006619doi:10.1029/2005JD006619, 2006. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Dubovik, O. and King M. D.: A flexible 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="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Draxler, R. R. and Rolph, G.: HYSPLIT (Hybrid Single-Particle Lagrangian Integrated Trajectory) Model, NOAA Air Resour. Lab., Silver Spring, Md. available at: http://www.arl.noaa.gov/ready/hysplit4.html, 2003. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Eck, T. F., Holben, B. N., Sinyuk, A., Pinker, R. T., Goloub, P., Chen, H., Chatenet, B., Li, Z., Singh, R. P., Tripathi, S. N., Reid, J. S., Giles, D. M., Dubovik, O., O&apos;Neill, N. T., Smirnov, A., Wang, P., and Xia, X.: Climatological aspects of the optical properties of fine/coarse mode aerosol mixtures, J. Geophys. Res., 115, D19205, http://dx.doi.org/10.1029/2010JD014002doi:10.1029/2010JD014002, 2010. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Foster, P., Ramaswamy, V., Artaxo, P., Berntsen, T., Betts, R., Fahey, D. W., Haywood, J., Lean, J., Lowe, D. C., Myhre, G., Nganga, J., Prinn, R., Raga, G., Schulz, M., and Van Dorland, R.: Changes in Atmospheric Constituents and in Radiative Forcing, in: Climate Change 2007: The Physical Science Basis, Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M. , Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Gangoiti, G., Alonso, L., Navazo, M., García, J. A., and Millán, M. M.: North African soil dust and European pollution transport to America during the warm season: Hidden links shown by a passive tracer simulation, J. Geophys. Res., 111, D10109, http://dx.doi.org/10.1029/2005JD005941doi:10.1029/2005JD005941, 2006. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Garcia, O. E., Exposito, F. J., Diaz, J. P., and Diaz, A. M.: Radiative forcing under mixed aerosol conditions, J. Geophys. Res., 116, D01201, http://dx.doi.org/10.1029/2009JD013625doi:10.1029/2009JD013625, 2011. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Gerasopoulos, E., Andreae, M. O., Zerefos, C. S., Andreae, T. W., Balis, D., Formenti, P., Merlet, P., Amiridis, V., and Papastefanou, C.: Climatological aspects of aerosol optical properties in Northern Greece, Atmos. Chem. Phys., 3, 2025–2041, http://dx.doi.org/10.5194/acp-3-2025-2003doi:10.5194/acp-3-2025-2003, 2003. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Guerrero-Rascado, J. L., Ruiz, B., and Alados-Arboledas, L.: Multi-spectral Lidar characterization of the vertical structure of Saharan dust aerosol over southern Spain, Atmos. Environ., 42, 2668–2681, 2008. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Guerrero-Rascado, J. L., Olmo, F. J., Avil$\acutee$s-Rodríguez, I., Navas-Guzman, F., P$\acutee$rez-Ramírez, D., Lyamani, H., and Alados Arboledas, L.: Extreme Saharan dust event over the southern Iberian Peninsula in september 2007: active and passive remote sensing from surface and satellite, Atmos. Chem. Phys., 9, 8453–8469, http://dx.doi.org/10.5194/acp-9-8453-2009doi:10.5194/acp-9-8453-2009, 2009. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Holben, B. N., Eck, T. F., Slutsker, I., Tanre, D., Buis, J. P., Setzer, A., Vermote, E., Reagan, J. A., Kaufman, Y. J., Nakajima, T., Lavenu, F., Jankowiak, I., Smirnov, A.: AERONET – A federated instrument network and data archive for aerosol characterization, Remote Sens. Environ., 66, 1–16, 1998. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Huang, J., Fu, Q., Su, J., Tang, Q., Minnis, P., Hu, Y., Yi, Y., and Zhao, Q.: Taklimakan dust aerosol radiative heating derived from CALIPSO observations using the Fu-Liou radiation model with CERES constraints, Atmos. Chem. Phys., 9, 4011–4021, http://dx.doi.org/10.5194/acp-9-4011-2009doi:10.5194/acp-9-4011-2009, 2009. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Kandler, K., Benker, N., Bundke, U., Cuevas, E., Ebert, M., Knippertz, P., Rodríguez, S., Schützd, L., and Weinbruch, S.: Chemical composition and complex refractive index of Saharan Mineral Dust at Izaña, Tenerife (Spain) derived by electron microscopy, Atmos. Environ., 41, 8058–8074, 2007. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, D. H., Sohn, B. J., Nakajima, T., and Takamura, T.: Aerosol radiative forcing over east Asia determined from ground-based solar radiation measurements, J. Geophys. Res., 110, D10S22, http://dx.doi.org/10.1029/2004JD004678doi:10.1029/2004JD004678, 2005. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Kneizys, F. X., Shettle E. P., Abreu, L. W., Chetwind, J. H., Anderson, G. P., Gallery W. O., Selby, J. E. A., and Clough, S. A.: Users guide to LOWTRAN7, Environmental research paper 1010. Bedford, MA: US Air Force Geophys. Lab., 1988. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Koren, I., Ganor, E., and Joseph, J. H.: On the relation between size and shape of desert dust aerosol, J. Geophys. Res., 106, 18047–18054, 2001. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Kobayashi, E., Uchiyama, A., Yamazaki, A., and Kudo, R.: Retrieval of Aerosol Optical Properties Based on the Spheroid Model, J. Meteorol. Soc. Jpn., 88, 847–856, 2010. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Kubilay, N., Cokacar, T., and Oguz, T.: Optical properties of mineral dust outbreaks over the northeastern Mediterranean, J. Geophys. Res., 108, 4666, http://dx.doi.org/10.1029/2003JD003798doi:10.1029/2003JD003798, 2003. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Li, Z., Goloub, P., Devaux, C., Gu, X., Qiao, Y., Zhao, F., and Chen, H.: Aerosol polarized phase function and single scattering albedo retrieved from ground-based measurements, Atmos. Res., 71, 233–241, 2004. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Liou, K.N.: An introduction to Atmospheric Radiation, Elsevier, New York, USA, 583~pp., 2002. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Lucht, W. and Roujean, J. L.: Consideration in parametric modeling of BRDF and albedo from multi-angular satellite sensors observations, Remote Sens. Rev., 18, 343–379, 2000. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Lyamani, H., Olmo, F. J., and Alados-Arboledas, L.: Saharan dust outbreak over southeastern Spain as detected by sun photometer, Atmos. Environ., 39, 7276–7284, 2005. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Lyamani, H., Olmo, F. J., Alcántara, A., and Alados-Arboledas, L.: Atmospheric aerosols during the 2003 heat wave in southeastern Spain I: Spectral optical depth, Atmos. Environ., 40–33, 6453–6464, 2006a. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Lyamani, H., Olmo, F. J., Alcántara, A., and Alados-Arboledas, L.: Atmospheric aerosols during the 2003 heat wave in southeastern Spain II: Microphysical columnar properties and radiative forcing, Atmos. Environ., 40, 6465–6476, 2006b. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Meloni, D., di Sarra, A., Di Iorio, T., and Fiocco G.: Influence of the vertical profile of Saharan dust on the visible direct radiative forcing, J. Quant. Spectrosc. Radiat. Transfer, 93, 397–413, 2005. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Mishchenko M. I.: Light scattering by size-shape distributions of randomly oriented axially symmetric particles of a size comparable to a wavelength, Appl. Opt., 32, 4652–4666, 1993. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Mishchenko, M. I., Travis, L. D., Kahn, R. A., and West, R. A.: Modeling phase functions for dust like tropospheric aerosols using a shape mixture of randomly oriented polydisperse spheroids, J. Geophys. Res., 102, 16831–16848, 1997. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Moody, E.G., King, M. D., Platnick, S., Schaaf C.B., and Gao F.: Spatially complete global spectral surface albedos: value-added datasets derived from Terra MODIS land products, IEEE T. Geosci. Remote., 43, 144–158, 2005. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Muñoz, O., Volten, H., de Haan, J. F., Vassen, W., and Hovenier, J. W.: Experimental determination of scattering matrices of randomly oriented fly ash and clay particles at 442 and 633 nm, J. Geophys. Res., 106, 22833–22844, 2001. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Myhre, G., Grini, A., Haywood, J. M., Stordal, F., Chatenet, B., Tanre, 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, 8579, http://dx.doi.org/10.1029/2002JD002566doi:10.1029/2002JD002566, 2003. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Nakajima, T., Tonna, G., Rao, R. Z., Boi, P., Kaufman, Y., and Holben, B.: Use of sky brightness measurements from ground for remote sensing of particulate polydispersions, Appl. Opt., 35, 2672–2686, 1996. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Olmo, F. J., Quirantes, A., Alcantara, A., Lyamani, H., and Alados-Arboledas, L.: Preliminary results of a non-spherical aerosol method for the retrieval of the atmospheric aerosol optical properties, J. Quant. Spectrosc. Radiat. Transfer., 100, 305–314, 2006. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Olmo, F. J., Quirantes, A., Lara, V., Lyamani, H., and Alados-Arboledas, L.: Aerosol optical properties assessed by an inversion method using the solar principal plane for non-spherical particles, J. Quant. Spectrosc. Radiat. Transfer., 109, 1504–1516, 2008. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Otto, S., Bierwirth, E., Weinzierl, B., Kandler, K., Esselborn, M., Tesche, M., Schladitz, A., Wendisch, M. and Trautmann, T.: Solar radiative effects of a Saharan dust plume observed during SAMUM assuming spheroidal model particles, Tellus 61B, 270–296, 2009. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Papayannis, A., Amiridis, V., Mona, L., Tsaknakis, G., Balis, D., Bösenberg, J., Chaikovski, A., De Tomasi, F., Grigorov, I., Mattis, I., Mitev, V., Müller, D., Nickovic, S., Pérez, C., Pietruczuk, A., Pisani, G., Ravetta, F., Rizi, V., Sicard, M., Trickl, T., Pandithurai, G., Seethala, C., Murthy, B. S., and Devara, P. C. S.: Investigation of atmospheric boundary layer characteristics for different aerosol absorptions: Case studies using CAPS model, Atmos. Environ., 42, 4755–4768, 2008. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Perrone, M. R. and Bergamo, A.: Direct radiative forcing during Sahara dust intrusions at a site in the Central Mediterranean: Anthropogenic particle contribution, Atmos. Res. http://dx.doi.org/10.1016/jatmosres.2011.05.011doi:10.1016/jatmosres.2011.05.011, 2011. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Pilinis, C. and Li, X.: Particle shape and internal inhomogeneity effects in the optical properties of tropospheric aerosols of relevance to climate forcing, J. Geophys. Res., 103, 3789–3800, 1998. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Pinker, R. T., Liu, H., Osborne, S. R., and Akoshile, C.: Radiative effects of aerosols in sub-Sahel Africa: Dust and biomass burning, J. Geophys. Res., 115, D15205, http://dx.doi.org/10.1029/2009JD013335doi:10.1029/2009JD013335, 2010. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Prasad, A. K., Singh, S., Chauhan, S. S., Srivastava, M. K., Singh, R. P., and Singh, R.: Aerosol radiative forcing over the Indo-Gangetic plains during major dust storms, Atmos. Environ., 41, 6289–6301, 2007. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Prospero, J. M., Ginoux, P., Torres, O., Nicholson, S. E., and Gill, T. E.: Environmental characterization of global sources of atmospheric soil dust identified with the Nimbus 7 Total Ozone Mapping Spectrometer (TOMS) absorbing aerosol product, Rev. Geophys, 40, 1002, http://dx.doi.org/10.1029/20000GR000095doi:10.1029/20000GR000095, 2002. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Ricchiazzi, P., Yang, S., Gautier, C., and Sowle, D.: SBDART: A research and teaching software tool for plane-parallel radiative transfer in the Earth&apos;s atmosphere, Bull. Am. Meteorol. Soc., 79, 2101–2114, 1998. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> %Rodríguez, S., Alastuey, A., Alonso-Perez, S., Querol, X., Cuevas, E., %Abreu-Afonso, J., Viana, M., Pandolfi, M., and J. de la Rosa.: Transport of %desert dust mixed with North African industrial pollutants in the subtropical %Saharan Air Layer, Atmos. Chem. Phys., 11, 6663–6685, 2011. Rodríguez, S., Alastuey, A., Alonso-Pérez, S., Querol, X., Cuevas, E., Abreu-Afonso, J., Viana, M., Pérez, N., Pandolfi, M., and de la Rosa, J.: Transport of desert dust mixed with North African industrial pollutants in the subtropical Saharan Air Layer, Atmos. Chem. Phys., 11, 6663–6685, http://dx.doi.org/10.5194/acp-11-6663-2011doi:10.5194/acp-11-6663-2011, 2011. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Saha, A., Mallet, M., Roger, J. C., Dubuisson, P., Piazzola, J., and Despiau, S.: One year measurements of aerosol optical properties over an urban coastal site: Effect on local direct radiative forcing, Atmos. Res., 90, 195–202, 2008. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Smirnov, A., Holben, B. N., Eck, T. F., Dubovik, O., and Slutsker, I.: Cloud-screening and quality control algorithms for the AERONET database, Remote Sens. Rev., 73, 337–349, 2000. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Sokolik, I. N. and Toon, O. B.: Incorporation of mineralogical composition into models of the radiative properties of mineral aerosol from UV to IR wavelengths, J. Geophys. Res., 104, 9423–9444, 1999. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Stamnes, K., Tsay, C., Wiscombe, W., and Jayaweera, K.: Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media, Appl. Opt., 27, 2502–2509, 1988. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Tafuro, A. M., Barnaba, F., De Tomasi, F., Perrone, M. R., and Gobbi, G. P.: Saharan dust particle properties over the central Mediterranean, Atmos. Res., 81, 67–93, 2006. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Tesche, M., Ansmann, A., Müller, D., Althausen, D., Mattis, I., Heese, B., Freudenthaler, V., Wiegner, M., Esselborn, M., Pisani, G., and Knippertz, P.: Vertical profiling of Saharan dust with Raman lidars and airborne HSRL in southern Morocco during SAMUM, Tellus 61B, 144–164, 2009. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Toledano, C., Cachorro, V. E., de Frutos, A. M., Sorribas, M., Prats, N., and de la Morena, B. A.: Inventory of African desert dust events over the southwestern Iberian Peninsula in 2000–2005 with an AERONET Cimel Sun photometer, J. Geophys. Res., 112, D21201, http://dx.doi.org/10.1029/2006JD008307doi:10.1029/2006JD008307, 2007. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Torres, B.: Study on the influence of different error sources on sky radiance measurements and inversion-derived aerosol products in the frame of AERONET, Ph. D. Atmospheric Optics Group. University of Valladolid, April, 2012. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Valenzuela, A., Olmo, F. J., Lyamani, H., Antón, M., Quirantes, A., and Alados-Arboledas, L.: Analysis of the desert dust radiative properties over Granada using principal plane sky radiances and spheroids retrieval procedure, Atmos. Res., 104–105, 292–301, 2012a. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Valenzuela, A., Olmo, F. J., Lyamani, H., Antón, M., Quirantes, A., and Alados-Arboledas, L.: Classification of aerosol radiative properties during African desert dust intrusions over southeastern Spain by sector origins and cluster analysis, J. Geophys. Res., 117, D06214, http://dx.doi.org/10.1029/2011JD016885doi:10.1029/2011JD016885, 2012b. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Vermeulen, A., Devaux, C., and Herman M.: Retrieval of the scattering and microphysical properties of aerosols from ground.based optical measurements including polarization, I. Method, Appl. Opt., 39, 6207–6220, 2000. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Wagner, F., Bortoli, D., Pereira, S., Costa, M. J., Silva, A. M., Weinzierl, B., Esselborn, M., Petzold, A., Rasp, K., Heinold, B., and Tegen, I.: Properties of dust aerosol particles transported to Portugal from the Sahara desert, Tellus 61B, 297–306, 2009. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Waterman P. C.: Symmetry, unitarity, and geometry in electromagnetic scattering, Phys. Rev, D3, 825–839, 1971. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Won, J.-G., Yoon, S.-C., Kim, S.-W., Jefferson, A., Dutton, E. G., and Holben, B. N.: Estimations of direct radiative forcing of Asian dust aerosols with sun/sky radiometer ans lidar measurements at Gosan, Korea, J. Meteorol. Soc. Jpn., 82, 115–130, 2004. </mixed-citation>
</ref>
<ref id="ref78">
<label>78</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, P. and Liou, K. N.: Geometric-optics-integral-equation method for light scattering by nonspherical ice crystals, Appl. Opt., 35, 6568–6584, 1996. </mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple"> Yang, P., Feng, Q., Hong, G., Kattawar, G. W., Wiscombe, W. J., Mishchenko, M. I., Dubovik, O., Laszlo, I., and Sokolik, I. N.: Modeling of the scattering and radiative properties of nonspherical dust particles, J. Aerosol Sci., 38, 995–1014, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>