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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>3</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/acpd-9-11753-2009</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/9/11753/2009/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/9/11753/2009/acpd-9-11753-2009.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/9/11753/2009/acpd-9-11753-2009.pdf</fulltext_pdf>
	<start_page>11753</start_page>
	<end_page>11781</end_page>
	<publication_date>2009-05-12</publication_date>
	<article_title content_type="html">Testing aerosol properties in MODIS (MOD04/MYD04) Collection 4 and 5 using airborne sunphotometer observations in INTEX-B/MILAGRO</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>J. Redemann</name>
			<email>jens.redemann-1@nasa.gov</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>Q. Zhang</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>J. Livingston</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>P. Russell</name>
		</author>
		<author numeration="5" affiliations="4">
			<name>Y. Shinozuka</name>
		</author>
		<author numeration="6" affiliations="5">
			<name>A. Clarke</name>
		</author>
		<author numeration="7" affiliations="3">
			<name>R. Johnson</name>
		</author>
		<author numeration="8" affiliations="6">
			<name>R. Levy</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Bay Area Environmental Research Institute, Sonoma, CA, USA</affiliation>
		<affiliation numeration="2" content_type="html">SRI International, Menlo Park, CA, USA</affiliation>
		<affiliation numeration="3" content_type="html">NASA Ames Research Center, Moffett Field, CA, USA</affiliation>
		<affiliation numeration="4" content_type="html">ORAU/ NASA Ames Research Center, Moffett Field, CA, USA</affiliation>
		<affiliation numeration="5" content_type="html">University of Hawaii, Honolulu, HI, USA</affiliation>
		<affiliation numeration="6" content_type="html">SSAI/NASA Goddard Space Flight Center, Greenbelt, MD, USA</affiliation>
	</affiliations>
	<abstract content_type="html">The 14-channel Ames Airborne Tracking Sunphotometer (AATS) was operated on a
Jetstream 31 (J31) aircraft in March 2006 during MILAGRO/INTEX-B (Megacity
Initiative-Local And Global Research Observations/Phase B of the
Intercontinental Chemical Transport Experiment). We compare AATS retrievals
of spectral aerosol optical depth (AOD) and related aerosol properties with
corresponding spatially coincident and temporally near-coincident
measurements acquired by the MODIS-Aqua and MODIS-Terra satellite sensors.
These comparisons are carried out for the older MODIS Collection 4 (C4) and
the new Collection 5 (C5) data set, the latter representing a reprocessing of
the entire MODIS data set completed during 2006 with updated calibration and
aerosol retrieval algorithm. Our analysis yields a direct, validated
assessment of the differences between select MODIS C4 and C5 aerosol
retrievals. Our analyses of 37 coincident observations by AATS and
MODIS-Terra and 18 coincident observations between AATS and MODIS-Aqua
indicate notable differences between MODIS C4 and C5 and between the two
sensors. For MODIS-Terra, we find an average increase in AOD of 0.02 at
553 nm and 0.01 or less at the shortwave infrared (SWIR) wavelengths. The
change from C4 to C5 results in less good agreement with the AATS derived
spectral AOD, with average differences at 553 nm increasing from 0.03 to
0.05. For MODIS-Aqua, we find an average increase in AOD of 0.008 at 553 nm,
but an increase of nearly 0.02 at the SWIR wavelengths. The change from C4 to
C5 results in slightly less good agreement to the AATS derived visible AOD,
with average differences at 553 nm increasing from 0.03 to 0.04. However, at
SWIR wavelengths, the changes from C4 to C5 result in improved agreement
between MODIS-Aqua and AATS, with the average differences at 2119 nm
decreasing from -0.02 to -0.003. Comparing the Angstrom exponents
calculated from AOD at 553 nm and 855 nm, we find an increased rms
difference from AATS derived Angstrom exponents in going from C4 to C5 for
MODIS-Terra, and a decrease in rms difference, hence an improvement, for the
transition from C4 to C5 in MODIS-Aqua. Combining the AATS retrievals with in
situ measurements of size-dependent aerosol extinction, we derive a
suborbital measure of the aerosol submicron fraction (SMF) of AOD and compare
it to MODIS retrievals of aerosol fine mode fraction (FMF). Our analysis
shows a significant rms-difference between the MODIS-Terra FMF and
suborbitally-derived SMF of 0.17 for both C4 and C5. For MODIS-Aqua, there is
a slight improvement in the transition from C4 to C5, with the rms-difference
from AATS dropping from 0.23 to 0.16. The differences in MODIS C4 and C5 AOD
in this limited data set can be traced to changes in the reflectances input
to the aerosol retrievals. An extension of the C4-C5 comparisons from the
area along the J31 flight track to a larger study region between
18–23&amp;deg; N and 93–100&amp;deg; W on each of the J31 flight days
supports the finding of significant differences between MODIS C4 and C5.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ackerman, A. S., Toon, O. B., Stevens, D. E., Heymsfield, A. J., Ramanathan, V., and Welton, E. J.: Reduction of tropical cloudiness by soot, Science, 288, 1042–1047, 2000. </reference>
		<reference numeration="2" content_type="text"> Albrecht, B. A., Aerosols, cloud microphysics, and fractional cloudiness, Science, 245, 1227–1230, 1989. </reference>
		<reference numeration="3" content_type="text"> Anderson T. L., Wu, Y., Chu, D. A., Schmid, B., Redemann, J., and Dubovik, O.: Testing the MODIS satellite retrieval of aerosol fine-mode fraction, J. Geophys. Res., 110, D18204, doi:10.1029/2005JD005978, 2005. </reference>
		<reference numeration="4" content_type="text"> Kaufman, Y., Tanré, D., and Boucher, O.: A satellite view of aerosols in the climate system, Nature, 419, 215–223, 2002. </reference>
		<reference numeration="5" content_type="text"> Kleidman, R. G., O&apos;Neill, N. T., Remer, L. A., Kaufman, Y. J., Eck, T. F., Tanre&apos;, D., Dubovik, O., and Holben, B. N.: Comparison of Moderate Resolution Imaging Spectroradiometer (MODIS) and Aerosol Robotic Network (AERONET) remote-sensing retrievals of aerosol fine mode fraction over ocean, J. Geophys. Res., 110, D22205, doi:10.1029/2005JD005760, 2005. </reference>
		<reference numeration="6" content_type="text"> Li, R.-R., Kaufman, Y. J., Gao, B.-C., and Davis, C. O.: Remote sensing of suspended sediments and shallow coastal waters, IEEE T. Geosci. Remote, 41, 559–566, 2003. </reference>
		<reference numeration="7" content_type="text"> Livingston, J. M., Redemann, J., Russell, P. B., Torres, O., Veihelmann, B., Veefkind, P., Braak, R., Smirnov, A., Remer, L., Bergstrom, R. W., Coddington, O., Schmidt, K. S., Pilewskie, P., Johnson, R., and Zhang, Q.: Comparison of aerosol optical depths from the Ozone Monitoring Instrument (OMI) on Aura with results from airborne sunphotometry, other space and ground measurements during MILAGRO/INTEX-B, Atmos. Chem. Phys. Discuss., 9, 9961–10013, 2009. </reference>
		<reference numeration="8" content_type="text"> Livingston, J. M., Schmid, B., Russell, P. B., Eilers, J. A., Kolyer, R. W., Redemann, J., Ramirez, S. R., Yee, J.-H., Swartz, W. H., Trepte, C. R., Thomason, L. W., Pitts, M. C., Avery, M. A., Randall, C. E., Lumpe, J. D., Bevilacqua, R. M., Bittner, M., Erbertseder, T., McPeters, R. D., Shetter, R. E., Browell, E. V., Kerr, J. B., and Lamb, K.: Retrieval of ozone column content from airborne Sun photometer measurements during SOLVE II: comparison with coincident satellite and aircraft measurements, Atmos. Chem. Phys., 5, 2035–2054, 2005. </reference>
		<reference numeration="9" content_type="text"> Livingston, J. M., Schmid, B., Redemann, J., Russell, P. B., Ramirez, S. A., Eilers, J., Gore, W., Howard, S., Pommier, J., Fetzer, E. J., Seemann, S. W., Borbas, E., Wolfe, D. E., and Thompson, A. M.: Comparison of water vapor measurements by airborne Sun photometer and near-coincident in situ and satellite sensors during INTEX/ITCT 2004, J. Geophys. Res., 112, D12S16, doi:10.1029/2006JD007733, 2007. </reference>
		<reference numeration="10" content_type="text"> Martins, J. V., Tanré, D., Remer, L., Kaufman, Y., Mattoo, S., and Levy, R.: MODIS cloud screening for remote sensing of aerosols over oceans using spatial variability, Geophys. Res. Lett., 29(12), 8009, doi:10.1029/2001GL013252, 2002. </reference>
		<reference numeration="11" content_type="text"> McNaughton, C. S., Clarke, A. D., Kapustin, V., Shinozuka, Y., Howell, S. G., Anderson, B. E., Winstead, E., Dibb, J., Scheuer, E., Cohen, R. C., Wooldridge, P., Perring, A., Huey, L. G., Kim, S., Jimenez, J. L., Dunlea, E. J., DeCarlo, P. F., Wennberg, P. O., Crounse, J. D., Weinheimer, A. J., and Flocke, F.: Observations of heterogeneous reactions between Asian pollution and mineral dust over the Eastern North Pacific during INTEX-B, Atmos. Chem. Phys. Discuss., 9, 8469–8539, 2009. </reference>
		<reference numeration="12" content_type="text"> Michalsky, J. J., Liljegren, J. C., and Harrison, L. C.: A comparison of Sun photometer derivations of total column water vapor and ozone to standard measures of same at the Southern Great Plains Atmospheric Radiation site, J. Geophys. Res., 100, 25 995–26 003, 1995. </reference>
		<reference numeration="13" 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 record reveals likely recent aerosol trend, Science, 315(5818), 1543~pp., 2007. </reference>
		<reference numeration="14" content_type="text"> Molina, L. T., Madronich, S., Gaffney, J., et al.: An Overview of MILAGRO 2006 Campaign: Mexico City Emissions and its Transport and Transformation, Atmos. Chem. Phys. Discuss., in preparation, 2009. </reference>
		<reference numeration="15" content_type="text"> O&apos;Neill, N. T., Eck, T. F., Smirnov, A., Holben, B. N., and Thulasiraman, S.: Spectral discrimination of coarse and fine mode optical depth, J. Geophys. Res., 108(D17), 4559, doi:10.1029/2002JD002975, 2003. </reference>
		<reference numeration="16" content_type="text"> Reagan, J., Thome, K., Herman, B., Stone, R., Deluisi, J., and Snider, J.: A comparison of columnar water-vapor retrievals obtained with near-IR solar radiometer and microwave radiometer measurements, J. Appl. Meteorol., 34, 1384–1391, 1995. </reference>
		<reference numeration="17" content_type="text"> Redemann, J., Zhang, Q., Schmid, B., Russell, P. B., Livingston, J. M., Jonsson, H., and Remer, L. A.: Assessment of MODIS-derived visible and near-IR aerosol optical properties and their spatial variability in the presence of mineral dust, Geophys. Res. Lett., 33, L18814, doi:10.1029/2006GL026626, 2006. </reference>
		<reference numeration="18" content_type="text"> Remer, L., 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, 947–973, 2005. </reference>
		<reference numeration="19" content_type="text"> Rosenfeld, D.: TRMM Observed First Direct Evidence of Smoke from Forest Fires Inhibiting Rainfall, Geophys. Res. Lett., 26(20), 3105–3108, 1999. </reference>
		<reference numeration="20" content_type="text"> Russell, P. B., Livingston, J. M., Dutton, E. G., Pueschel, R. F., Reagan, J. A., DeFoor, T. E., Box, M. A., Allen, D., Pilewskie, P., Herman, B. M., Kinne, S. A., and Hofmann, D. J.: Pinatubo and pre-Pinatubo optical-depth spectra: Mauna Loa measurements, comparisons, inferred particle size distributions, radiative effects, and relationship to lidar data, J. Geophys. Res., 98, 22 969–22 985, 1993a. </reference>
		<reference numeration="21" content_type="text"> Russell, P. B., Livingston, J. M., Pueschel, R. F., Reagan, J. A., Browell, E. V., Toon, G. C., Newman, P. A., Schoeberl, M. R., Lait, L. R., Pfister, L., Gao, Q., and Herman, B. M.: Post-Pinatubo optical depth spectra vs.\ latitude and vortex structure: Airborne tracking sunphotometer measurements in AASE II, Geophys. Res. Lett., 20, 2571–2574, 1993b. </reference>
		<reference numeration="22" content_type="text"> Russell, P., Livingston, J., Schmid, B., Eilers, J., Kolyer, R., Redemann, J., Ramirez, S., Yee, J.-H., Swartz, W., Shetter, R., Trepte, C., Risley Jr., A., Wenny, B., Zawodny, J., Chu, W., Pitts, M., Lumpe, J., Fromm, M., Randall, C., Hoppel, K., and Bevilacqua, R.: Aerosol optical depth measurements by airborne sun photometer in SOLVE II: Comparisons to SAGE III, POAM III and airborne spectrometer measurements, Atmos. Chem. Phys., 5, 1311-1339, 2005. </reference>
		<reference numeration="23" content_type="text"> Russell, P. B., Livingston, J. M., Redemann, J., Schmid, B., Ramirez, S. A., Eilers, J., Kahn, R., Chu, A., Remer, L., Quinn, P. K., Rood, M. J., and Wang, W.: Multi-grid-cell validation of satellite aerosol property retrievals in INTEX/ITCT/ICARTT 2004, J. Geophys. Res., 112, D12S09, doi:10.1029/2006JD007606, 2007. </reference>
		<reference numeration="24" content_type="text"> Schmid, B. and Wehrli, C.: Comparison of sun photometer calibration by Langley technique and standard lamp, Appl. Opt., 34, 4500-4512, 1995. </reference>
		<reference numeration="25" content_type="text"> Schmid, B., Thome, K. J., Demoulin, P., Peter, R., Matzler, C., and Sekler, J.: Comparison of modeled and empirical approaches for retrieving columnar water vapor from solar transmittance measurements in the 0.94-$\mu $m region, J. Geophys. Res., 101, 9345-9358, 1996. </reference>
		<reference numeration="26" content_type="text"> Schmid, B., Michalsky, J. J., Slater, D. W., Barnard, J. C., Halthore, R. N., Liljegren, J. C., Holben, B. N., Eck, T. F., Livingston, J. M., Russell, P. B., Ingold, T., and Slutsker, I.: Comparison of columnar water-vapor measurements from solar transmittance methods, Appl. Optics, 40, 1886–1896, 2001. </reference>
		<reference numeration="27" content_type="text"> Schmid, B., Hegg, D. A., Wang, J., Bates, D., Redemann, J., Russell, P. B., Livingston, J. M., Jonsson, H. H., Welton, E. J., Seinfeld, J. H., Flagan, R. C., Covert, D. S., Dubovik, O., and Jefferson, A.: Column closure studies of lower tropospheric aerosol and water vapor during ACE-Asia using airborne sunphotometer, airborne in-situ and ship-based lidar measurements, J. Geophys. Res., 108(D23), 8656, doi:10.10292002JD003361, 2003. </reference>
		<reference numeration="28" content_type="text"> Smirnov, A., Holben, B. N., Eck, T. F., Dubovik, O., and Slutsker, I.: Cloud screening and quality control algorithms for the AERONET data base, Remote Sens. Enviorn., 73(3), 337–349, 2000. </reference>
		<reference numeration="29" content_type="text"> Schwartz, S. E.: Uncertainty requirements in radiative forcing of climate change, J. Air Waste Manage., 54, 1351–1359, 2004. </reference>
	</references>
</article>

