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<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>9</volume_number>
		<issue_number>5</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acpd-9-19387-2009</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/9/19387/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/9/19387/2009/acpd-9-19387-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/9/19387/2009/acpd-9-19387-2009.pdf</fulltext_pdf>
	<start_page>19387</start_page>
	<end_page>19433</end_page>
	<publication_date>2009-09-17</publication_date>
	<article_title content_type="html">Modeling of Saharan dust outbreaks over the Mediterranean by RegCM3: case  studies</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>M. Santese</name>
			<email>monica.santese@le.infn.it</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>M. R. Perrone</name>
		</author>
		<author numeration="3" affiliations="3">
			<name>A. S. Zakey</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>F. De Tomasi</name>
		</author>
		<author numeration="5" affiliations="3">
			<name>F. Giorgi</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">CMCC-Centro Euromediterraneo per i Cambiamenti Climatici, 73100 Lecce, Italy</affiliation>
		<affiliation numeration="2" content_type="html">CNISM, Physics Department, Universita&apos; del Salento, 73100 Lecce, Italy</affiliation>
		<affiliation numeration="3" content_type="html">Abdus Salam International Centre for Theoretical Physics, 34100 Trieste, Italy</affiliation>
	</affiliations>
	<abstract content_type="html">The regional climate model RegCM3 coupled with a radiatively active
      aerosol model with online feedback is used to investigate direct and
      semi-direct radiative aerosol effects over the Sahara and Europe in
      a test case of July 2003. The aerosol model includes dust particles in
      addition to sulfates, hydrophobic and hydrophilic black carbon and
      organic carbon. The role of the aerosol online feedback on the
      radiation budget and the direct radiative forcing (short-wave and
      long-wave) by dust particles are investigated by intercomparing
      results from three experiments: REF, including all interactive aerosol
      components, Exp1, not accounting for the aerosol radiative feedback,
      and Exp2 not accounting for desert dust particles. The comparison of
      results in the REF experiment with satellite observations, sun/sky
      radiometer measurements, and lidar profiles at selected Central
      Mediterranean sites reveals that the spatio-temporal evolution of the
      aerosol optical depth is reasonably well reproduced by the model
      during the entire month of July. Results for the dust outbreaks of 17
      and 24 July, averaged over the simulation domain, show that the
      daily-mean SW direct radiative forcing by all particles is
      &amp;minus;24 W/m&lt;sup&gt;2&lt;/sup&gt; and &amp;minus;3.4 W/m&lt;sup&gt;2&lt;/sup&gt; on 17 July and
      &amp;minus;25  W/m&lt;sup&gt;2&lt;/sup&gt; and &amp;minus;3.5  W/m&lt;sup&gt;2&lt;/sup&gt; on 24 July at the
      surface and top of the atmosphere, respectively. This is partially
      offset by a LW direct radiative forcing of ~30% at the surface
      and of ~50% at the ToA. It is also shown that atmospheric
      dynamics and hence dust production and advection processes are
      dependent on the simulation assumptions and may significantly change
      within few tens of kilometers. The comparison of REF and Exp1 shows
      that the aerosol online feedback on the radiation budget decreases the
      domain-average daily-mean value of the 2 m-temperature,
      aerosol column burden (CB), and short-wave (SW) atmospheric forcing by
      0.52&amp;deg;C, 14%, and 0.9%, respectively on 17 July
      and by 0.39&amp;deg;C, 12% and 12%, respectively on 24
      July. The comparison of REF and Exp2 reveals that on 17 July,
      radiatively-active dust particles decrease the daily-mean 2-m
      temperature averaged over the whole simulation domain by 0.12&amp;deg;C even
      if are responsible for 99.8% and 97% of the daily-mean aerosol
      column burden and SW atmospheric forcing, respectively.</abstract>
	<references>
		<reference numeration="1" content_type="text"> 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, 18 075–18 084, 2001. </reference>
		<reference numeration="2" content_type="text"> Andreae,~T W., Andreae,~M O., and Ichoku,~C.: Light scattering by dust and anthropogenic aerosol at a~remote site in the Negev desert, Israel, J Geoph. Res., 107(D2), 4008, doi:10.1029/2001JD900252, 2002. </reference>
		<reference numeration="3" content_type="text"> Balkanski,~Y., Schulz,~M., Claquin,~T., and Guiber,~S.: Reevaluation of Mineral aerosol radiative forcings suggests a~better agreement with satellite and AERONET data, Atmos. Chem. Phys., 7, 81–95, 2007. </reference>
		<reference numeration="4" content_type="text"> Bellantone,~V., Carofalo,~I., De Tomasi,~F., Perrone,~M R., Santese,~M., Tafuro,~A M., and Turnone,~A.: In situ samplings and remote sensing measurements to characterize aerosol properties over South-East Italy, J Atmos. Ocean. Technol., 25, 1341–1356, 2008. </reference>
		<reference numeration="5" content_type="text"> Bergamo,~A., Tafuro,~A M., Kinne,~S., De Tomasi,~F., and Perrone,~M.: Monthly-averaged anthropogenic aerosol direct radiative forcing over the Mediterranean from AERONET derived aerosol properties, Atmos. Chem. Phys., 8, 6995–7014, 2008. </reference>
		<reference numeration="6" content_type="text"> Bergamo~A., De Tomasi,~F., and Perrone,~M R.: Direct radiative effects by anthropogenic particles at a~polluted site: Rome (Italy), Nuovo Cimento, 31, 4, doi:10.1393/ncc/i2009-10320-1, 2009. </reference>
		<reference numeration="7" content_type="text"> Chin,~M., Kahn,~R A., and Swartz,~S E.: Atmospheric Aerosol Properties and Climate Impacts,~U.S. Climate Change Science Program (CCSP), Synthesis and Assessment Product 2.3, NASA Goddard Space Flight Center, 2009. </reference>
		<reference numeration="8" content_type="text"> De Tomasi,~F. and Perrone,~M R.: Lidar measurements of tropospheric water vapor and aerosol profiles over southeastern Italy, J. Geophys. Res. 108, 4286–4297, 2003. </reference>
		<reference numeration="9" content_type="text"> De Tomasi,~F., Tafuro,~A M., and Perrone,~M R.: Height and seasonal dependence of aerosol optical properties over south-east Italy, J. Geophys. Res., 111, D10203, doi:10.1029/\break2005JD006779, 2006. </reference>
		<reference numeration="10" content_type="text"> Dickinson,~R E., Henderson-Sellers,~A., and Kennedy~P J.: Biosphere-Atmosphere Transfer Scheme (BATS) version 1E as coupled to the NCAR Community Climate Model, NCAR Tech. rep. TN-387+STR, 72 pp., 1993. </reference>
		<reference numeration="11" content_type="text"> Di Sarra,~A., Pace,~G., Meloni,~D., De Silvestri,~L., Piacentino,~S., and Monteleone,~F.: Surface shortwave radiative forcing of different aerosol types in the central Mediterranean, Geophys. Res. Lett., 35, L02714, doi:10.1029/2007GL032395, 2008. </reference>
		<reference numeration="12" content_type="text"> 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, 20 673–20 696, 2000. </reference>
		<reference numeration="13" content_type="text"> Fouquart,~Y., Bonnel,~B., Broigniez,~G., Buriez,~J C., Smith,~L., Morerette,~J J., and Cerf,~A : Observations of Saharan aerosols: Results of ECLATS field experiment. Part~II: broandband radiative characteristics of the aerosols and vertical radiative flux divergence, J. Clim. Appl. Meteorol., 26, 38–52, 1987. </reference>
		<reference numeration="14" content_type="text"> Giorgi,~F. and Bi,~X Q.: A~study of internal variability of a~regional climate model, J. Geophys. Res., 105(D24), 29 503–29 521, 2000. </reference>
		<reference numeration="15" content_type="text"> Giorgi~F.,: Climate change hot-spots, Geophys. Res. Lett., 33(8), L08707, doi:10.1029/\break2006GL025734, 2006. </reference>
		<reference numeration="16" content_type="text"> Gobbi,~G P., Barnaba,~F., Giorgi,~R., and Santacasa,~A.: Altitude-resolved properties of a~Saharan-Dust event over the Mediterranean, Atmos. Environ., 34, 5119–5127, 2000. </reference>
		<reference numeration="17" content_type="text"> Grell,~G A.: Prognostic evaluation of assumptions used by cumulus parameterizations, Mon. Weather Rev., 121, 2814–2832, 1993. </reference>
		<reference numeration="18" content_type="text"> Grell,~G A., Dudhia,~J., and Stauffer,~D R.: A~description of the fifth-generation Penn State-NCAR Mesoscale Model (MM5). NCAR Tech. Note NCAR/TN-398+STR, National Center for Atmospheric Research, Boulder, Colorado, 122 pp., 1994. </reference>
		<reference numeration="19" content_type="text"> Helmert,~J., Heinold,~B., Tegen,~I., Hellmuth,~O., and Wendisch,~M.: On the direct and semidirect effects of Saharan dust over Europe: A~modeling study, J. Geeophys. Res., 112, D13208, doi:10.1029/2006JD007444, 2007. </reference>
		<reference numeration="20" content_type="text"> Heinold,~B., Helmert,~J., Hellmuth,~O., Wolke,~R., Ansmann,~A., Marticorena,~B., Laurent,~B., and Tegen,~I. :Regional modeling of Saharan dust events using LM-MUSCAT: Model description and case studies, J Geophys. Res., 112, D11204, doi:10.1029/2006JD007443, 2007. </reference>
		<reference numeration="21" content_type="text"> Holtslag,~A A M., de Bruijn,~E I F., and Pan,~H L.: A~high resolution air mass transformation model for short-range weather forecasting, Mon. Weather Rev., 118, 1561–1575, 1990. </reference>
		<reference numeration="22" content_type="text"> Kalnay,~E., et~al.: The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 77, 437–471, doi:10.1175/1520-0477, 1996. </reference>
		<reference numeration="23" content_type="text"> Kiehl,~J T., et~al.: Description of the NCAR Community Climate Model (CCM3), NCAR Technical Notes, NCAR/TN-420+STR, 152 pp., 1996. </reference>
		<reference numeration="24" content_type="text"> King,~M D.,. Kaufman,~Y. J, Menzel,~W P., and Tanré,~D.: Remote sensing of cloud, aerosol and water vapor properties from the moderate resolution imaging spectroradiometer (MODIS), IEEE Trans. Geosci. Remote Sens., 30, 1–27, 1992. </reference>
		<reference numeration="25" content_type="text"> Konare,~A., Zakey,~A S., 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, doi:10.1029/2007JD009322, 2008. </reference>
		<reference numeration="26" content_type="text"> Lelieveld,~J., Berresheim,~H., Borrmann,~S., Crutzen,~P J., and Dentener,~F J. and co-authors: Global air pollution crossroads over the Mediterranean, Science, 298, 794–799, 2002. </reference>
		<reference numeration="27" content_type="text"> Marticorena,~B. and Bergametti,~G.: Modeling the atmospheric dust cycle: 1 Design of a~soil derived dust emission scheme, J Geophys. Res., 100, 16 415–16 430, 1995. </reference>
		<reference numeration="28" content_type="text"> Meloni,~D., di Sarra,~A., Di Iorio,~T., and Fiocco,~G.: Influence of the vertical profile of Sahara dust on the visible direct radiative forcing, J. Quant. Spectrosc. Ra., 93, 397–413, 2005. </reference>
		<reference numeration="29" content_type="text"> Meloni,~D., di Sarra,~A., Di Iorio,~T., and Fiocco,~G.: Direct radiative forcing of Saharan dust in the Mediterranean from measurements at Lampedusa Island and MISR space-borne observations, J. Geophys. Res., 109, D08206, doi:10.1029/2003JD003960, 2004. </reference>
		<reference numeration="30" content_type="text"> Pal,~J S., Small,~E E., and Elthair,~E A B.: Simulation of regional-scale water and energy budgets: Representation of subgrid cloud and precipitation processes within RegCM, J Geophys. Res., 105, 29 579–29 594, 2000. </reference>
		<reference numeration="31" content_type="text"> Pal,~J S., Giorgi,~F., Bi,~X., Elguindi,~N., Solmon,~F., Gao,~X., Rauscher,~S A., Francisco,~R., Zakey,~A., Winter,~J., Ashfaq,~M., Syed,~F S., Bell,~J L., Diffenbaugh,~N S., Karmacharya,~J., Konare,~A., Martinez,~D., da Rocha,~R P., Sloan,~L C., and Steiner,~A.: Regional climate modelling for the developing world: The ICPT RegCM3 and RegCNER, Bull. Atmos. Meteorol. Soc., 88(9), 1395–1409, 2007. </reference>
		<reference numeration="32" content_type="text"> Perez,~C., Nickovic,~S., Pejanovic,~G., Baldasano,~J M., and Ozsoy,~E.: Interactive dust-radiation modeling: A~step to improve weather forecasts, J Geophys. Res., 111, D16206, doi:10.1029/2005JD006717, 2006. </reference>
		<reference numeration="33" content_type="text"> Santese,~M., De Tomasi,~F., and Perrone,~M R.: Advection patterns and aerosol optical and microphysical properties by AERONET over south-east Italy in the central Mediterranean, Atmos. Chem. Phys., 8, 1881–1983, 2008. </reference>
		<reference numeration="34" content_type="text"> Sokolik,~I N., Winker,~D M., Bergametti,~G., Gilette,~D A., Carmichael,~G., Kaufman,~Y., Gomes,~L., Schuetz,~L., and Penner,~J E.: Introduction to special section: Outstanding problems in quantifying the radiative impacts of mineral dust, J Geophys. Res., 106, 18 015–18 028, 2001. </reference>
		<reference numeration="35" content_type="text"> Solmon,~F., Giorgi,~F., and Liousse,~C.: Aerosol modeling for regional climate studies: application to anthropogenic particles and evaluation over a~European$/$African domain, Tellus, 58B, 51–72, 2006. </reference>
		<reference numeration="36" content_type="text"> Tafuro,~A M., Banaba,~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. </reference>
		<reference numeration="37" content_type="text"> Tafuro,~A M., Kinne,~S., De Tomasi,~F., and Perrone,~M.: Annual cycle of aerosol direct radiative effect over southeast Italy and sensitivity studies, J. Geophys. Res., 112, doi:10.1029/\break2006JD008265, 2007. </reference>
		<reference numeration="38" content_type="text"> Tafuro,~A., De Tomasi,~F., and Perrone~M R.: Remote sensing of aerosols by sunphotometers and lidar tecniques. In: Kim,~Y J., Platt,~U. (Eds.), Advanced Environmental Monitoring, Springer, ISBN:978-1-4020-63636-3, Chapt 14, Vol XXII, 422~pp., 2008. </reference>
		<reference numeration="39" content_type="text"> Tegen,~I.: Modeling the mineral dust aerosol cycle in the climate system, Quaternary Sci. Rev., 22(18–19), 1821–1834, doi:10.1016/S0277-3791(03)00163-X, 2003. </reference>
		<reference numeration="40" content_type="text"> Todd,~M C., bou Karam,~D., Cavazos,~C., Bouet,~C., Heinold,~B., Baldasano,~J M., Cautenet, Koren,~I., Perez.,~C., Solmon,~F., Tegen,~I., Tulet,~P., Washington,~R., and Zakey,~A.: Quantifyng uncertainty in estimates of mineral dust flux: An intercoparison of model performance over the Bodele Depression, northern Chad, J. Geophys. Res., 113, D24107, doi:10.1029/2008JD010476, 2008. </reference>
		<reference numeration="41" content_type="text"> Yu,~H., Kaufaman,~Y J., Chin,~M., Feingold,~G., Remer,~L A., Anderson,~T L., Balkanski,~Y., Bellouin,~N., Boucher,~O., Cristopher,~S., De~Cola,~P., Kahn,~R., Koch,~D., Loeb,~N., Reddy,~M S., Chulz,~M., and Takemura,~T., Zhou,~M.: A~review of measurement-based assessments of the aerosol direct radiative effect and forcing, Atmos. Chem. Phys., 6, 613–666, 2006. </reference>
		<reference numeration="42" content_type="text"> USDA: Soil taxonomy, a~basic system of Soil Classification for making and interpreting Soil Surveys, US Government Printing Office, Washington, USA, 869 pp., 1999. </reference>
		<reference numeration="43" content_type="text"> 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, 2006. </reference>
		<reference numeration="44" content_type="text"> 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, 2009. </reference>
	</references>
</article>

