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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>8</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acpd-8-16891-2008</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/8/16891/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/8/16891/2008/acpd-8-16891-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/8/16891/2008/acpd-8-16891-2008.pdf</fulltext_pdf>
	<start_page>16891</start_page>
	<end_page>16916</end_page>
	<publication_date>2008-09-09</publication_date>
	<article_title content_type="html">Assessment of the MODIS Collections C005 and C004 aerosol optical depth products over the Mediterranean basin</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>C. D. Papadimas</name>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>N. Hatzianastassiou</name>
			<email>nhatzian@cc.uoi.gr</email>
		</author>
		<author numeration="3" affiliations="3">
			<name>N. Mihalopoulos</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>M. Kanakidou</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>B. D. Katsoulis</name>
		</author>
		<author numeration="6" affiliations="2,4">
			<name>I. Vardavas</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Laboratory of Meteorology, Department of Physics, University of Ioannina, Ioannina, Greece</affiliation>
		<affiliation numeration="2" content_type="html">Foundation for Research and Technology-Hellas, Heraklion, Crete, Greece</affiliation>
		<affiliation numeration="3" content_type="html">Environmental Chemical Processes Laboratory, Department of Chemistry, University of Crete, Heraklion, Crete, Greece</affiliation>
		<affiliation numeration="4" content_type="html">Department of Physics, University of Crete, Heraklion, Crete, Greece</affiliation>
	</affiliations>
	<abstract content_type="html">The second generation Collection 005 (C005) MODIS operational algorithm for
retrieval of aerosol properties was evaluated and validated for the greater
Mediterranean basin (29.5&amp;deg; N–46.5&amp;deg; N and 10.5&amp;deg; W–38.5&amp;deg; E),
a region with an atmosphere under siege by air pollution and diminishing water
resources that are exacerbated by high aerosol loads and climatic change.
The present study aims to quantify the differences between the C005 and the
previous (C004) MODIS collections, and re-assess the results of previous
studies that have been performed for the region using MODIS C004 aerosol
optical depth (AOD) products. Daily data of AOD from EOS-Terra covering the
6-year period 2000–2006 were taken from both C005 and C004 Level-3 datasets,
and were inter-compared and validated against ground-based measurements from
29 AERONET stations. The C005 data were found to significantly better agree
with the AERONET data than those of C004. The correlation coefficient
between MODIS and AERONET was found to increase from 0.66 to 0.76 and the
slope of linear regression MODIS/AERONET from 0.79 to 0.85. The MODIS C005
data still overestimate/underestimate the AERONET AOD values smaller/larger
than 0.25, but to a much smaller extent than C004 data. The better agreement
of C005 with AERONET data arises from the generally lower C005 values, with
regional mean AOD values equal to 0.27 and 0.22 for C004 and C005,
respectively. This decrease, however, is not uniform over the region and
involves a significant decrease over land and a small increase over the
ocean for AOD values greater than 0.1 (opposite changes were found under
aerosol-clean conditions). Both data sets indicate a decrease in the
regional mean AOD over the period 2000–2006, equal to 20% based on C005
and 17% based on C004 datasets, though the intra-annual and inter-annual
variation did not change significantly, thus indicating a systematic
correction to C004 values.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Barnaba, F. and Gobbi, G. P.: Aerosol seasonal variability over the Mediterranean region and relative impact of maritime, continental and Saharan dust particles over the basin from MODIS data in the year 2001, Atmos. Chem. Phys., 4, 2367–2391, 2004. </reference>
		<reference numeration="2" content_type="text"> Charlson, R. J., Schwartz, S. E., Hales, J. M., Cess, R. D., Coakley Jr., J. A., Hansen, J. E. and Hofmann, D. J.: Climate forcing by anthropogenic aerosols, Science, 255, 423–430, 1992. </reference>
		<reference numeration="3" content_type="text"> Chin, M., Chu, A., Levy, R., Remer, L., et al.: Aerosol distribution in the Northern Hemisphere during ACE-Asia: results from global model, satellite observations, and sun photometer measurements, J. Geophys. Res., 109(D23), 1–15, 2004. </reference>
		<reference numeration="4" content_type="text"> Chu, D. A., Kaufman, Y. J., Ichoku, C., Remer, L. A., Tanre, D., and Holben, B. N.: Validation of MODIS aerosol optical depth retrieval over land, Geophys. Res. Lett., 29, 8007, doi:10.1029/2001GL013205, 2002. </reference>
		<reference numeration="5" 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="6" content_type="text"> Dubovik, O., Smirnov, A., Holben, B. N., King, M. D., Kaufman, Y. J., Eck, T. F., and Slutker, I.: Accurancy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements, J. Geophys. Res., 105, 9791–9806, 2000. </reference>
		<reference numeration="7" content_type="text"> Dubovik, O., Holben, B. N., Eck, T. F., Smirnov, A., Kaufman, Y. J., King, M. D., Tanré, D., and Slutsker, I.: Variability of absorption and optical properties of key aerosol types observed in worldwide locations, J. Atmos. Sci., 59, 590–608, 2002. </reference>
		<reference numeration="8" content_type="text"> Holben, B. N., Eck, T. F., Slutsker, J., et al.: AERONET – A federated instrument network and data archive for aerosol characterization, Remote Sens. Environ., 66, 1–16, 1998. </reference>
		<reference numeration="9" content_type="text"> Holben, B. N., Tanré, D., Smirnov, A., Eck, T. F., Slutsker, I., Abuhassan, N., Newcomb, W. W., Schafer, J., Chatenet, B., Lavenue, F., Kaufman, Y. J., Vande Castle, J., Setzer, A., Markham, B., Clark, D., Frouin, R., Halthore, R., Karnieli, A., O&apos;Neill, N. T., Pietras, C., Pinker, R. T., Voss, K., and G. Zibordi: An emerging ground-based aerosol climatology: Aerosol Optical Depth from AERONET, J. Geophys. Res., 106, 12 067–12 097, 2001. </reference>
		<reference numeration="10" content_type="text"> Ichoku, C., Chu, D. A., Mattoo, S., Kaufman, Y. J., Remer, L. A., Tanré, D., Slutsker, I., and Holben, B. N.: A spatio-temporal approach for global validation and analysis of MODIS aerosol products, Geophys. Res. Lett., 29(12), 8006, doi:10.1029/2001GL013206, 2002. </reference>
		<reference numeration="11" content_type="text"> Ichoku, C., Remer, L. A., and Eck, T. F.: Quantitative evaluation and intercomparison of morning and afternoon Moderate Resolution Imaging Spectroradiometer (MODIS) aerosol measurements from Terra and Aqua, J. Geophys. Res., 110(D10), 1–23, 2005. </reference>
		<reference numeration="12" content_type="text"> Intergovernmental Panel on Climate Change (IPCC): Climate Change 2007: the physical science basis: summary for Policymakers, 2007. </reference>
		<reference numeration="13" content_type="text"> Jethva, H., Satheesh, S. K., and Srinivasan, J.: Evaluation of MODIS C004 aerosol retrievals at Kanpur, Indo-Gangetic basin, J. Geophys. Res., 112, D14216, doi:10.1029/2006JD007929, 2007. </reference>
		<reference numeration="14" content_type="text"> Kaskaoutis, D. G., Kosmopoulos, P., Kambezidis, H. D., and Nastos, P. T.: Aerosol climatology and discrimination of different types over Athens, Greece, based on MODIS data, Atmos. Environ., 41, 7315–7329, 2007. </reference>
		<reference numeration="15" content_type="text"> Kaufman, Y. J., Tanré, 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, 17 051–17 065, 1997. </reference>
		<reference numeration="16" content_type="text"> Kaufman, Y. J., Karnieli, A., and Tanré, D.: Detection of dust over deserts using satellite data in the solar wavelengths, IEEE T. Geosci. Remote, 38, 525–531, 2000. </reference>
		<reference numeration="17" content_type="text"> Kaufman, Y. J., Tanré, D., and Boucher, O.: A satellite view of aerosols in the climate system, Nature, 419, 6903, doi:10.1038/nature01091, 2002. </reference>
		<reference numeration="18" content_type="text"> Kazadzis, S., Bais, A., Amiridis, V., Balis, D., Meleti, C., Kouremeti, N., Zerefos, C. S., Rapsomanikis, S., Petrakakis, M., Kelesis, A., Tzoumaka, P., and Kelektsoglou, K.: Nine years of UV aerosol optical depth measurements at Thessaloniki, Greece, Atmos. Chem. Phys., 7, 2091–2101, 2007. </reference>
		<reference numeration="19" content_type="text"> Kishcha, P., Starobinets, B., and Alpert, P.: Latitudinal variations of cloud and aerosol optical thickness trends based on MODIS satellite data, Geophys. Res. Lett., 34(5), L05810, doi:10.1029/2006GL028796, 2007. </reference>
		<reference numeration="20" content_type="text"> Koukouli, M. E., Balis, D. S., Amiridis, V., Kazadzis, S., Bais, A., Nickovic, S., and Torres, O.: Aerosol variability over Thessaloniki using ground based remote sensing observations and the TOMS aerosol index, Atmos. Environ., 40, 5367–5378, 2006. </reference>
		<reference numeration="21" content_type="text"> Lelieveld, J., Berresheim, H., Borrmann, S., Crutzen, P. J., Dentener, F. J., Fischer, H., Feichter, J., Flatau, P. J., Heland, J., Holzinger, R., Korrmann, R., Lawrence, M. G., Levin, Z., Markowicz, K. M., Mihalopoulos, N., Minikin, A., Ramanathan, V., de Reus, M., Roelofs, G. J., Scheeren, H. A., Sciare, J., Schlager, H., Schultz, M., Siegmund, P., Steil, B., Stephanou, E. G., Stier, P., Traub, M., Warneke, C., Williams, J., and Ziereis, H.: Global air pollution crossroads over the Mediterranean, Science, 298, 794–799, 2002. </reference>
		<reference numeration="22" content_type="text"> Levin, Z., A. Teller, E. Ganor, and Yin, Y.: On the interactions of mineral dust, sea-salt particles, and clouds: A measurement and modeling study from the Mediterranean Israeli Dust Experiment campaign, J. Geophys. Res., 110, D20202, doi:10.1029/2005JD005810, 2005. </reference>
		<reference numeration="23" content_type="text"> Levy, R. C., Remer, L. A., Tanré, 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(D19), 8594, doi:10.1029/2002JD002460, 2003. </reference>
		<reference numeration="24" content_type="text"> Levy, R. C., Remer, L. A., Martins, J. V., Kaufman, Y. J., Plana-Fattori, A., Redemann, J., and Wenny, B.: Evaluation of the MODIS aerosol retrievals over ocean and land during CLAMS, J. Atmos. Sci., 62(4), 974–992, 2005. </reference>
		<reference numeration="25" content_type="text"> Levy, R. C., Remer, L. A., and Dubovik, O.: Global aerosol optical properties and application to Moderate Resolution Imaging Spectroradiometer aerosol retrieval over land, J. Geophys. Res., 112(D13), D13210, doi:10.1029/2006JD007815, 2007a. </reference>
		<reference numeration="26" content_type="text"> Levy, R. C., Remer, L. A., Mattoo, S., Vermote, E. F., and Kaufman, Y. J.: Second-generation operational algorithm: retrieval of aerosol properties over land from inversion of moderate resolution imaging spectroradiometer spectral reflectance, J. Geophys. Res., 112(D13), D13211, doi:10.1029/2006JD007811, 2007b. </reference>
		<reference numeration="27" content_type="text"> Massie, S. T., Torres, O., and Smith, S. J.: Total Ozone Mapping Spectrometer (TOMS) observations of increases in Asian aerosol in winter from 1979 to 2000, J. Geophys. Res., 109(D18), 1–14, 2004. </reference>
		<reference numeration="28" content_type="text"> Meloni, D., di Sarra, A., Pace, G., and Monteleone, F.: Aerosol optical properties at Lampedusa (Central Mediterranean). 2. Determination of single scattering albedo at two wavelengths for different aerosol types, Atmos. Chem. Phys., 6, 715–727, 2006. </reference>
		<reference numeration="29" content_type="text"> Mishchenko, M. I., Geogdzhayev, I. V., Rossow, W. B., Cairns, B., Carlson, B. E., Lacis, A. A., Liu, L., and Travis, L. D.: Long-term satellite records reveal likely recent aerosol trend, Science, 315, 1543, doi:10.1126/science.1136709, 2007. </reference>
		<reference numeration="30" content_type="text"> Moulin, C., Lambert, C., Dayan, U., Masson, V., Ramonet, M., Bousquet, P., Legrand, M., Balkanski, Y., Guelle, W., Marticorena, B., Bergametti, G., and Dulac, F.: Satellite climatology of African dust transport in the Mediterranean atmosphere, J. Geophys. Res., 103, 13 137–13 144, 1998. </reference>
		<reference numeration="31" content_type="text"> Papadimas, C., Hatzianastassiou, N., Mihalopoulos, N., Querol, X., and Vardavas, I. M.: Spatial and temporal variability in aerosol properties over the Mediterranean basin based on 6-year (2000–2006) MODIS data, J. Geophys. Res., 113(D11), D11205, doi:10.1029/2007JD009189, 2008 </reference>
		<reference numeration="32" content_type="text"> Penner, J. E., Dickinson, R. E., and O&apos;Neill, C. A.: Effects of aerosol from biomass burning on the global radiation budget, Science, 256, 1432–1434, 1992. </reference>
		<reference numeration="33" content_type="text"> Remer, L. A., Wald, A. E., and Kaufman, Y. J.: Angular and seasonal variation of spectral surface reflectance ratios: Implications for the remote sensing of aerosol over land, IEEE T. Geosci. Remote, 39(2), 275–283, 2001. </reference>
		<reference numeration="34" content_type="text"> Remer, L. A., Tanré, D., Kaufman, Y. J., Ichoku, C., Mattoo, S., Levy, R., Chu, D. A., Holben, B., Dubovik, O., Smirnov, A., Martins, J. V., Li, R.-R., and Ahman, Z.: Validation of MODIS aerosol retrieval over ocean, Geophys. Res. Lett., 29(12), 8008, doi:10.1029/2001/GL013204, 2002. </reference>
		<reference numeration="35" content_type="text"> Remer, L. A., Kaufman, Y. J., Tanré, D., Mattoo, S., Chu, D. A., Martins, J. V., Li, R. 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(4), 947–973, 2005. </reference>
		<reference numeration="36" content_type="text"> Remer, L., Kaufman, Y., Tanré, D.,Mattoo, S., Li, R. R, Martins, J. V., Levy, R., Chu, D. A., Kleidman, R., Ichoku, C., and Koren, I.: Collection 005 Change Summary for MODIS Aerosol (04_L2) Algorithms, available at: (http://modis-atmos.gsfc.nasa.gov/products_C005update.html), 2006. </reference>
		<reference numeration="37" content_type="text"> Santese, M., De Tomasi, F., and Perrone, M. R.: Moderate Resolution Imaging Spectroradiometer (MODIS) and Aerosol Robotic Network (AERONET) retrievals during dust outbreaks over the Mediterranean, J. Geophys. Res., 112(D18), D18201, doi:10.1029/2007JD008482, 2007a. </reference>
		<reference numeration="38" content_type="text"> Santese, M., De Tomasi, F., and Perrone, M. R.: AERONET versus MODIS aerosol parameters at different spatial resolutions over southeast Italy, J. Geophys. Res., 112(D10), D10214, doi:10.1029/2006JD007742, 2007b. </reference>
		<reference numeration="39" content_type="text"> Streets, D. G., Wu, Y., and Chin, M.: Two-decadal aerosol trends as a likely explanation of the global dimming/brightening transition, Geophys. Res. Lett., 33, L15806, doi:10.1029/2006GL026471, 2006. </reference>
		<reference numeration="40" content_type="text"> Tanré, D., Kaufman, Y. J., Herman, M., and Mattoo, S.: Remote sensing of aerosol properties over oceans using the MODIS/EOS spectral radiances, J. Geophys. Res., 102, 16 971–16 988, 1997. </reference>
		<reference numeration="41" content_type="text"> Tripathi, S. N., S Dey, Chandel, A., Srivastava, S., Singh, R. P., and Holben, B. N.: Comparison of MODIS and AERONET derived aerosol optical depth over the Ganga Basin, India, Ann. Geophys., 23, 1093–1101, 2005. </reference>
		<reference numeration="42" content_type="text"> Vardavas, I. M. and Taylor, F. W.: Radiation and Climate, International Series of Monographs on Physics, 138, Oxford University Press, Oxford, UK, 2007. </reference>
		<reference numeration="43" content_type="text"> Vermote E. F., El Saleous, N. Z., and Justice, C. O.: Atmospheric correction of MODIS data in the visible to middle infrared: first results, Rem. Sens. Environ., 83, 97–111, 2002. </reference>
		<reference numeration="44" content_type="text"> Xia, X.-A., Chen, H.-B., and Wang, P.-C.: Validation of MODIS aerosols retrievals and evaluation of potential cloud contamination in East Asia, J. of Environ. Sci., 16(5), 832–837, 2004. </reference>
	</references>
</article>

