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	<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>10</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/acp-10-777-2010</doi>
	<article_url>http://www.atmos-chem-phys.net/10/777/2010/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/10/777/2010/acp-10-777-2010.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/10/777/2010/acp-10-777-2010.pdf</fulltext_pdf>
	<start_page>777</start_page>
	<end_page>787</end_page>
	<publication_date>2010-01-26</publication_date>
	<article_title content_type="html">The effect of Arctic sea-ice extent on the absorbed (net) solar flux at the surface, based on ISCCP-D2 cloud data for 1983â€“2007</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. Matsoukas</name>
			<email>matsoukas@aegean.gr</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>N. Hatzianastassiou</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>A. Fotiadi</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>K. G. Pavlakis</name>
		</author>
		<author numeration="5" affiliations="4">
			<name>I. Vardavas</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Environment, University of the Aegean, Greece</affiliation>
		<affiliation numeration="2" content_type="html">Laboratory of Meteorology, Department of Physics, University  of Ioannina, Greece</affiliation>
		<affiliation numeration="3" content_type="html">Department of General Applied Science, Technological  Educational Institute of Crete, Greece</affiliation>
		<affiliation numeration="4" content_type="html">Department of Physics, University of Crete, Greece</affiliation>
	</affiliations>
	<abstract content_type="html">We estimate the effect of the Arctic sea ice on the absorbed (net) solar
flux using a radiative transfer model. Ice and cloud input data to the
model come from satellite observations, processed by the International
Satellite Cloud Climatology Project (ISCCP) and span the period July 1983â€“June
2007. The sea-ice effect on the solar radiation fluctuates seasonally with the
solar flux and decreases interannually in synchronisation with the decreasing
sea-ice extent. A disappearance of the Arctic ice cap during the sunlit period
of the year would radically reduce the local albedo and cause an annually averaged
19.7 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; increase in absorbed solar flux at the Arctic Ocean surface,
or equivalently an annually averaged 0.55 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; increase on the
planetary scale. In the clear-sky scenario these numbers increase to 34.9 and
0.97 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;, respectively. A meltdown only in September, with all
other months unaffected, increases the Arctic annually averaged solar absorption
by 0.32 W m&lt;sup&gt;&amp;minus;2&lt;/sup&gt;. We examined the net solar flux trends for the Arctic
Ocean and found that the areas absorbing the solar flux more rapidly are the
North Chukchi and Kara Seas, Baffin and Hudson Bays, and Davis Strait. The
sensitivity of the Arctic absorbed solar flux on sea-ice extent and cloud
amount was assessed. Although sea ice and cloud affect jointly the solar flux,
we found little evidence of strong non-linearities.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Aizen, V B., Aizen, E M., Melack, J M., and Dozier, J.: Climate and hydrological changes in the Tien Shan, central Asia, J. Climate, 10, 218â€“229, 1997. </reference>
		<reference numeration="2" content_type="text"> Cavalieri, D J., Gloersen, P., and Campbell, W J.: Determination of sea ice parameters with the NIMBUS-7 SMRR, J. Geophys. Res., 89, 5355â€“5369, 1984. </reference>
		<reference numeration="3" content_type="text"> Comiso, J C., Parkinson, C L., Gersten, R., and Stock, L.: Accelerated decline in the Arctic Sea ice cover, Geophys. Res. Lett., 35, L01703, \doi10.1029/2007GL031972, 2008. </reference>
		<reference numeration="4" content_type="text"> Forster, P., Ramaswamy, V., Artaxo, P., Berntsen, T., Betts, R., Fahey, D., Haywood, J., Lean, J., Lowe, D., Myhre, G., Nganga, J., Prinn, R., Raga, G., Schulz, M., and Dorland, R V.: 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, Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </reference>
		<reference numeration="5" content_type="text"> Gorodetskaya, I V., Tremblay, L.-B., Liepert, B., Cane, M A., and Cullather, R I.: The influence of cloud and surface properties on the Arctic Ocean shortwave radiation budget in coupled models, J. Climate, 21, 866â€“882, 2008. </reference>
		<reference numeration="6" content_type="text"> Groisman, P., Karl, T R., and Knight, R W.: Observed impact of snow cover on the heat balance and the rise of continental spring temperatures, Science, 263, 198â€“200, 1994. </reference>
		<reference numeration="7" content_type="text"> Hartmann, D L.: Global Physical Climatology, Academic Press, London, UK, p 23, 1994. </reference>
		<reference numeration="8" content_type="text"> Hatzianastassiou, N., Cleridou, N., and Vardavas, I.: Polar cloud climatologies from ISCCP C2 and D2 datasets, J. Climate, 14, 3851â€“3862, 2001. </reference>
		<reference numeration="9" content_type="text"> Hatzianastassiou, N., Katsoulis, B., and Vardavas, I.: Global distribution of aerosol direct radiative forcing in the ultraviolet and visible arising under clear skies, Tellus, 56B, 51â€“71, 2004a. </reference>
		<reference numeration="10" content_type="text"> Hatzianastassiou, N., Matsoukas, C., Hatzidimitriou, D., Pavlakis, C., Drakakis, M., and Vardavas, I.: Ten-year radiation budget of the Earth: 1984â€“1993, Int. J. Climatol., 24, 1785â€“1802, 2004b. </reference>
		<reference numeration="11" content_type="text"> Hatzianastassiou, N., Matsoukas, C., Fotiadi, A., Stackhouse, P W., Koepke, P., Pavlakis, K G., and Vardavas, I.: Modelling the direct effect of aerosols in the solar near-infrared on a planetary scale, Atmos. Chem. Phys., 7, 3211â€“3229, 2007a. </reference>
		<reference numeration="12" content_type="text"> Hatzianastassiou, N., Matsoukas, C., Drakakis, E., Stackhouse, P W., Koepke, P., Fotiadi, A., Pavlakis, K G., and Vardavas, I.: The direct effect of aerosols on solar radiation based on satellite observations, reanalysis datasets, and spectral aerosol optical properties from Global Aerosol Data Set (GADS), Atmos. Chem. Phys., 7, 2585â€“2599, 2007b. </reference>
		<reference numeration="13" content_type="text"> Joseph, J H., Wiscombe, W J., and Weinmann, J A.: The Delta-Eddington approximation of radiative flux transfer, J. Atmos. Sci., 33, 2452â€“2459, 1976. </reference>
		<reference numeration="14" content_type="text"> Kistler, R., Kalnay, E., Collins, W., Saha, S., White, G., Woolen, J., Chelliah, M., Ebisuzaki, W., Kanamitsu, M., Kousky, V., van~den Dool, H., Jenne, R., and Fiorino, M.: The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation, Bull. Amer. Meteorol. Soc., 82, 247â€“268, 2001. </reference>
		<reference numeration="15" content_type="text"> KÃ¶pke, P., Hess, M., Schult, I., and Shettle, E P.: Global aerosol data set. Rep. No. 234, Tech. rep., Max Planck Institut fÃ¼r Meteorologie, 1997. </reference>
		<reference numeration="16" content_type="text"> Kuang, Z. and Yung, Y L.: Observed albedo decrease related to the spring snow retreat, Geophys. Res. Lett., 27, (9), 1299â€“1302, 2000. </reference>
		<reference numeration="17" content_type="text"> Lemke, P., Ren, J., Alley, R., Allison, I., Carrasco, J., Flato, G., Fujii, Y., Kaser, G., Mote, P., Thomas, R., and Zhang, T.: Observations: Changes in Snow, Ice and Frozen Ground. 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, Cambridge University Press, Cambridge, UK and New York, NY, USA, 2007. </reference>
		<reference numeration="18" content_type="text"> Liu, J., Curry, J A., Rossow, W B., Key, J R., and Wang, X.: Comparison of surface radiative flux data sets over the Arctic Ocean, J. Geophys. Res., 110, C02015, \doi10.1029/2004JC002381, 2005. </reference>
		<reference numeration="19" content_type="text"> NSIDC: Arctic sea ice down to second-lowest extent; Likely record-low volume, http://www.nsidc.org/news/press/20081002_seaice_pressrelease.html, 2008. </reference>
		<reference numeration="20" content_type="text"> Perovich, D K., Light, B., Eicken, H., Jones, K F., Runciman, K., and Nghiem, S V.: Increasing solar heating of the Arctic Ocean and adjacent seas, 1979â€“2005: Attribution and role in the ice-albedo feedback, Geophys. Res. Lett., 34, L19505, \doi10.1029/2007GL031480, 2007. </reference>
		<reference numeration="21" content_type="text"> Rossow, W B. and Schiffer, R A.: Advances in understanding clouds from ISCCP, Bull. Amer. Meteorol. Soc., 80, 2261â€“2287, 1999. </reference>
		<reference numeration="22" content_type="text"> Serreze, M C., Key, J R., Box, J E., Maslanik, J A., and Steffen, K.: A New Monthly Climatology of Global Radiation for the Arctic and Comparisons with NCEPâ€“NCAR Reanalysis and ISCCPâ€“C2 Fields, J. Climate, 11, 121â€“136, 1998. </reference>
		<reference numeration="23" content_type="text"> Serreze, M C., Holland, M M., and Stroeve, J.: Perspectives on the Arctic&apos;s Shrinking Sea-Ice Cover, Science, 315, 1533â€“1536, \doi10.1126/science.1139426, 2007. </reference>
		<reference numeration="24" content_type="text"> Stone, R S., Dutton, E G., Harris, J M., and Longenecker, D.: Earlier spring snowmelt in northern Alaska as an indicator of climate change, J. Geophys. Res., 107, 4089, \doi10.1029/2000JD000286, 2002. </reference>
		<reference numeration="25" content_type="text"> Stroeve, J., Serreze, M C., Fetterer, F., Arbetter, T., Meier, W., Maslanik, J., and Knowles, K.: Tracking the Arctic¢s shrinking ice cover: Another extreme September minimum in 2004, Geophys. Res. Lett., 32, L04501, \doi10.1029/2004GL021810, 2005. </reference>
		<reference numeration="26" content_type="text"> Stroeve, J., Serreze, M., Drobot, S., Gearheard, S., Holland, M., Maslanik, J., Meier, W., and Scambos, T.: Arctic sea ice extent plummets in 2007, EOS, 89, 13â€“14, 2008. </reference>
		<reference numeration="27" content_type="text"> Thekaekara, M P. and Drummond, A J.: Standard values for the solar constant and its spectral components, Nat. Phys. Sci., 229, 6â€“9, 1971. </reference>
		<reference numeration="28" content_type="text"> Vardavas, I. and Taylor, F.: Radiation and Climate, Oxford University Press, New York, NY, USA, p 9, 2007. </reference>
		<reference numeration="29" content_type="text"> Vardavas, I M. and Carver, J H.: Solar and terrestrial parameterizations for radiative-convective models, Planet. Space Sci., 32, 1307â€“1325, 1984. </reference>
		<reference numeration="30" content_type="text"> Wang, X. and Key, J R.: Arctic surface, cloud, and radiation properties based on AVHRR Polar Pathfinder dataset. Part I: Spatial and temporal characteristics, J. Climate, 18, 2558â€“2574, 2005a. </reference>
		<reference numeration="31" content_type="text"> Wang, X. and Key, J R.: Arctic surface, cloud, and radiation properties based on AVHRR Polar Pathfinder dataset. Part II: Recent trends, J. Climate, 18, 2575â€“2593, 2005b. </reference>
		<reference numeration="32" content_type="text"> Willson, R C.: Total solar irradiance trend during solar cycles 21 and 22, Science, 277, 1963â€“1965, 1997. </reference>
	</references>
</article>

