<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>8</volume_number>
		<issue_number>9</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acp-8-2299-2008</doi>
	<article_url>http://www.atmos-chem-phys.net/8/2299/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/8/2299/2008/acp-8-2299-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/8/2299/2008/acp-8-2299-2008.pdf</fulltext_pdf>
	<start_page>2299</start_page>
	<end_page>2312</end_page>
	<publication_date>2008-05-05</publication_date>
	<article_title content_type="html">Dependence of cloud properties derived from spectrally resolved visible satellite observations on surface temperature</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>T. Wagner</name>
			<email>thomas.wagner@mpch-mainz.mpg.de</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>S. Beirle</name>
		</author>
		<author numeration="3" affiliations="1,2">
			<name>T. Deutschmann</name>
		</author>
		<author numeration="4" affiliations="1,2">
			<name>M. Grzegorski</name>
		</author>
		<author numeration="5" affiliations="2">
			<name>U. Platt</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">MPI for Chemistry, Mainz, Germany</affiliation>
		<affiliation numeration="2" content_type="html">Institut für Umweltphysik, University of Heidelberg, Heidelberg, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">Cloud climate feedback constitutes the most important uncertainty in climate
modelling, and currently even its sign is still unknown. In the recently
published report of the intergovernmental panel on climate change (IPCC), 6
out of 20 climate models showed a positive and 14 a negative cloud radiative
feedback in a doubled CO&lt;sub&gt;2&lt;/sub&gt; scenario. The radiative budget of clouds has
also been investigated by experimental methods, especially by studying the
relation of satellite observed broad band shortwave and longwave radiation
to sea surface temperature. Here we present a new method for the
investigation of the dependence of cloud properties on temperature changes,
derived from spectrally resolved satellite observations in the visible
spectral range. Our study differs from previous investigations in three
important ways: first, we directly extract cloud properties (effective cloud
fraction and effective cloud top height) and relate them to surface
temperature. Second, we retrieve the cloud altitude from the atmospheric
O&lt;sub&gt;2&lt;/sub&gt; absorption instead from thermal IR radiation. Third, our correlation
analysis is performed using 7.5 years of global monthly anomalies (with
respect to the average of the same month for all years). For most parts of
the globe (except the tropics) we find a negative correlation of effective
cloud fraction versus surface-near temperature. In contrast, for the
effective cloud top height a positive correlation is found for almost the
whole globe. Both findings might serve as an indicator for an overall
positive cloud radiative feedback. Another peculiarity of our study is that
the cloud-temperature relationships are determined for fixed locations
(instead to spatial variations over selected areas) and are based on the
&quot;natural&quot; variability over several years (instead the anomaly for a strong
El-Nino event). From a detailed comparison to cloud properties from the
International Satellite Cloud Climatology Project (ISCCP), in general good
agreement is found. However, also systematic differences occurred indicating
that our results provide independent and complementary information on cloud
properties. Climate models should thus aim to reproduce our findings.
Recommendations for the development of a &quot;processor&quot; to convert model
results into the cloud sensitive quantities observed by the satellite are
given.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Bergman, J. W. and Salby, M. L.: Diurnal variations of cloud cover and their relationship to climatological conditions, J. Climate, 9, 2802&amp;ndash;2820, 1996. </reference>
		<reference numeration="2" content_type="text"> Bony, S., Lau, K.-M., and Sud, Y. C.: Sea surface temperature and large-scale circulation influences on tropical greenhouse effect and cloud radiative forcing, J. Climate, 2055&amp;ndash;2077, 1997a. </reference>
		<reference numeration="3" content_type="text"> Bony, S., Sud, Y., Lau, K.-M., Susskind, J., and Saha, S.: Comparison and assessment of NASA/DAO and NCEP-NCAR reanalyses over tropical oceans: atmospheric hydrology and radiation, J. Climate, 1441&amp;ndash;1462, 1997b. </reference>
		<reference numeration="4" content_type="text"> Bony, S. and Dufresne, J.-L.: Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models, Geophys. Res. Lett., 32, L20806, doi:10.1029/2005GL023851, 2005. </reference>
		<reference numeration="5" content_type="text"> Burrows, J. P., Weber, M., Buchwitz, M., Rozanov, V., Ladstätter-Weißenmayer, A., Richter, A., DeBeek, R., Hoogen, R., Bramstedt, K., Eichmann, K.-U., Eisinger, M., and Perner, D.: The Global Ozone Monitoring Experiment (GOME): Mission Concept and First Scientific Results, J. Atmos. Sci., 56, 151&amp;ndash;175, 1999. </reference>
		<reference numeration="6" content_type="text"> Cess, R. D., Potter, G. L., Blanchet, J. P., et al.: Intercomparison and interpretation of cloud-climate feedback processes in nineteen atmospheric general circulation models, J. Geophys. Res., 95, 16 601&amp;ndash;16 615, 1990. </reference>
		<reference numeration="7" content_type="text"> Cess, R. D., Harrison, E. F., Minnis, P., Barkstrom, B. R., Ramanathan, V., and Kwon, T. Y.: Interpretation of seasonal cloud-climate interactions using Earth Radiation Budget Experiment data, J. Geophys. Res., 97, 7613&amp;ndash;7617, 1992. </reference>
		<reference numeration="8" content_type="text"> Cess, R. D., Zhang, M. H., Ingram, W. J., Potter, G. L., Alekseev, V., Barker, H. W., Cohen-Solal, E., Colman, R. A., Dazlich, D. A., Del Genio, A. D., Dix, M. R., Dymnikov, V., Esch, M., Fowler, L. D., Fraser, J. R., Galin, V., Gates, W. L., Hack, J. J., Kiehl, J. T., Treut, H. L., Lo, K. K. W., McAvaney, B. J., Meleshko, V. P., Morcrette, J. J., Randall, D. A., Roeckner, E., Royer, J. F., Schlesinger, M. E., Sporyshev, P. V., Timbal, B., Volodin, E. M., Taylor, K. E., Wang, W., and Wetherald, R. T.: Cloud feedback in atmospheric general circulation models: An update, J. Geophys. Res., 101, 12 791&amp;ndash;12 794, 1996. </reference>
		<reference numeration="9" content_type="text"> Cess,~R. D. and Udelhofen, P. M.:~Climate change during 1985&amp;ndash;1999: Cloud interactions determined from satellite measurements, Geophys. Res. Lett., 30, 1019, doi:10.1029/2002GL016128, 2003. </reference>
		<reference numeration="10" content_type="text"> Deutschmann, T. and Wagner, T.: TRACY-II Users manual, University of Heidelberg (http://satellite.iup.uni-heidelberg.de/~tdeutsch/tracy-II/), 2006. </reference>
		<reference numeration="11" content_type="text"> Fu, Q., Baker, M., and Hartmann, D. L.: Tropical cirrus and water vapor: an effective infrared iris feedback?, Atmos. Chem. Phys., 2, 31&amp;ndash;37, 2002. </reference>
		<reference numeration="12" content_type="text"> Grzegorski, M., Wenig, M., Platt, U., Stammes, P., Fournier, N., and Wagner, T.: The Heidelberg iterative cloud retrieval utilities (HICRU) and its application to GOME data, Atmos. Chem. Phys., 6, 4461&amp;ndash;4476, 2006. </reference>
		<reference numeration="13" content_type="text"> Hansen, J., Ruedy, R., Sato, M., Imhoff, M., Lawrence, W., Easterling, D., Peterson, T., and Karl, T.: A closer look at United States and global surface temperature change, J. Geophys. Res., 106, 23 947&amp;ndash;23 963, 2001. </reference>
		<reference numeration="14" content_type="text"> Hartmann, D. L., Moy, L. A., and Fu, Q.: Tropical convection and the energy balance at the top of the atmosphere, J. Climate, 14, 4495&amp;ndash;4511, 2001. </reference>
		<reference numeration="15" content_type="text"> Harrison, E. F., Minnis, P., Barkstrom, B. R., Ramanathan, V., Cess, R., and Gibson, G.: Seasonal variations of cloud radiative forcing derived from the Earth&apos;s Radiation Budget Experiment, J. Geophys. Res., 95, 18 687&amp;ndash;18 703, 1990. </reference>
		<reference numeration="16" content_type="text"> Koelemeijer, R. B. A., Stammes, P., Hovenier, J. W., and de Haan, J. F.: Global distribution of effective cloud fraction and cloud top pressure derived from oxygen A band spectra measured bythe Global Ozone Monitoring Experiment: Comparison to ISCCP data, J. Geophys. Res., 107(D12), 4151, doi:10.1029/2001JD000840, 2002. </reference>
		<reference numeration="17" content_type="text"> Koelemeijer, R. B. A., de Haan, J. F., and Stammes, P.: A database of spectral surface reflectivity in the range 335&amp;ndash;772 nm derived from 5.5 years of GOME observations, J. Geophys. Res., 108(D2), 4070, doi:10.1029/2002JD002429, 2003. </reference>
		<reference numeration="18" content_type="text"> Kubar, T. L., Hartmann, D. L., and Wood, R.: Radiative and convective driving of tropical high clouds, J. Climate, 20, 5510&amp;ndash;5526, doi:10.1175/2007JCLI1628.1, 2007. </reference>
		<reference numeration="19" content_type="text"> Larson, K. and Hartmann, D. L.: Interactions among cloud, water vapor, radiation, and large-scale circulation in the tropical climate, part I: sensitivity to uniform sea surface temperature changes, J. Climate, 16, 1425&amp;ndash;1440, 2003. </reference>
		<reference numeration="20" content_type="text"> Platt, U.: Differential optical absorption spectroscopy (DOAS), Air monitoring by spectroscopic techniques, edited by: Sigrist, M. W., Chemical Analysis Series, 127, John Wiley &amp; Sons, Inc., 1994. </reference>
		<reference numeration="21" content_type="text"> Ramanathan, V., Cess, R. D., Harrison, E. F., Minnis, P., Barkstrom, B. R., Ahmad, E., and Hartmann, D.: Cloud radiative forcing and climate; Results from the Earth Radiation Budget Experiment, Science, 243, 57&amp;ndash;63, 1989. </reference>
		<reference numeration="22" content_type="text"> Ramanathan, V. and Inamdar, A.: The radiative forcing due to clouds and water vapor, Frontiers of Climate Modeling, edited by: Kiehl, J. T. and Ramanthan, V., Cambridge University Press, 119&amp;ndash;151, 2006. </reference>
		<reference numeration="23" content_type="text"> Reynolds, R. W., Rayner, N. A., Smith, T. M., Stokes, D. C., and Wang, W.: An improved in situ and satellite SST analysis for climate, J. Climate, 15, 1609&amp;ndash;1625, 2002. </reference>
		<reference numeration="24" content_type="text"> Rossow, W. B. and Schiffer, R. A.: Advances in understanding clouds from ISCCP, B. Am. Meteor. Soc., 80, 2261&amp;ndash;2287, 1999. </reference>
		<reference numeration="25" content_type="text"> Schiffer, R. A. and Rossow, W. B.: ISCCP: The first project of the World Climate Research Program, B. Am. Meteor. Soc., 64, 770&amp;ndash;784, 1983. </reference>
		<reference numeration="26" content_type="text"> Soden, B. and Held, I.: An assessment of climate feedbacks in coupled ocean-atmosphere models, J. Climate, 19(14), 3354&amp;ndash;3360, 2006. </reference>
		<reference numeration="27" content_type="text"> Solomon, S., Qin, D., Manning, M., et al.: Climate Change 2007: The Physical Science Basis, Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC), Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </reference>
		<reference numeration="28" content_type="text"> Stephens, G. and Greenwald, T. J.: The Earth&apos;s radiation budget and its relation to atmospheric hydrology 2. Observations of cloud effects, J. Geophys. Res., 96, 15 325&amp;ndash;15 340, 1991. </reference>
		<reference numeration="29" content_type="text"> Stephens, G. L.: Cloud feedbacks in the climate system: A critical review, J. Climate, 18, 237&amp;ndash;273, 2005. </reference>
		<reference numeration="30" content_type="text"> Tian, B. and Ramanathan, V.: Role of clouds in surface and atmospheric energy budget, J. Climate, 15, 296&amp;ndash;305, 2002. </reference>
		<reference numeration="31" content_type="text"> United States Committee on Extension to the Standard Atmosphere: &quot;U.S. Standard Atmosphere, 1976&quot;, National Oceanic and Atmospheric Administration, National Aeronautics and Space Administration, United States Air Force, Washington D.C., 1976. </reference>
		<reference numeration="32" content_type="text"> Wagner, T., Heland, J., Zöger, M., and Platt, U.: A fast H&lt;sub&gt;2&lt;/sub&gt;O total column density product from GOME &amp;ndash; validation with in-situ aircraft measurements, Atmos. Chem. Phys., 3, 651&amp;ndash;663, 2003. </reference>
		<reference numeration="33" content_type="text"> Wagner, T., Beirle, S., Grzegorski, M., Sanghavi, S., and Platt, U.: El-Niño induced anomalies in global data sets of water vapour and cloud cover derived from GOME on ERS-2, J. Geophys. Res., 110, D15104, doi:10.1029/2005JD005972, 2005. </reference>
		<reference numeration="34" content_type="text"> Wagner, T., Beirle, S., Grzegorski, M., and Platt, U.: Global trends (1996 to 2003) of total column precipitable water observed by GOME on ERS-2 and their relation to surface-near temperature, J. Geophys. Res., 111, D12102, doi:10.1029/2005JD006523, 2006a. </reference>
		<reference numeration="35" content_type="text"> Wagner, T., Beirle, S., Grzegorski, M., and Platt, U.: Investigating the Earth&apos;s hydrological cycle using H&lt;sub&gt;2&lt;/sub&gt;O VCDs and cloud related parameters from GOME-II, Proceedings of the 1st EPS/MetOp RAO Workshop ESRIN, Frascati, Italy, 15&amp;ndash;17 May 2006 (http://earth.esrin.esa.it/workshops/EPS_MetOp_RAO_2006/proceedings/papers/p_wagne.pdf), 2006b. </reference>
		<reference numeration="36" content_type="text"> Wagner, T.,~Burrows, J P.,~Deutschmann, T.,~Dix, B.,~von~Friedeburg, C.,~Frieß, U.,~Hendrick, F.,~Heue, K.-P.,~Irie, H.,~Iwabuchi, H.,~Kanaya, Y.,~Keller, J.,~McLinden, C A.,~Oetjen, H.,~Palazzi, E.,~Petritoli, A.,~Platt, U.,~Postylyakov, O.,~Pukite, J.,~Richter, A.,~van~Roozendael, M.,~Rozanov, A.,~Rozanov, V.,~Sinreich, R.,~Sanghavi, S., and~Wittrock, F.: Comparison of Box-Air-Mass-Factors and Radiances for Multiple-Axis Differential Optical Absorption Spectroscopy (MAX-DOAS) Geometries calculated from different UV/visible Radiative Transfer Models, Atmos. Chem. Phys., 7, 1809&amp;ndash;1833, 2007. </reference>
		<reference numeration="37" content_type="text"> Webb, M. J., Senior, C. A., Sexton, D. M. H., Ingram, W. J., Williams, K. D., Ringer, M. A., McAvaney, B. J., Colman, R., Soden, B. J., Gudgel, R., Knutson, T., Emori, S., Ogura, T., Tsushima, Y., Andronova, N., Li, B., Musat, I., Bony, S., and Taylor, K. E.: On the contribution of local feedback mechanisms to the range of climate sensitivity in two GCM ensembles, Clim. Dynam., 27(1), 17&amp;ndash;38, 2006. </reference>
		<reference numeration="38" content_type="text"> Williams, K. D., Ringer, M. A., Senior, C. A., Webb, M. J., McAvaney, B. J., Andronova, N., Bony, S., Dufresne, J.-L., Emori, S., Gudgel, R., Knutson, T., Li, B., Lo, K., Musat, I., Wegner, J., Slingo, A., and Mitchell, J. F. B.: Evaluation of a component of the cloud response to climate change in an intercomparison of climate models, Clim. Dynam., 26, 145&amp;ndash;165, doi:10.1007/s00382-005-0067-7, 2006. </reference>
	</references>
</article>

