<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acpd-9-21041-2009</article-id>
<title-group>
<article-title>Arctic sea-ice extent and its effect on the absorbed (net) solar flux at the surface, based on ISCCP-D2 cloud data for 1983–2007</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Matsoukas</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hatzianastassiou</surname>
<given-names>N.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fotiadi</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pavlakis</surname>
<given-names>K. G.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vardavas</surname>
<given-names>I.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Environment, University of the Aegean, Greece</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratory of Meteorology, Department of Physics, University  of Ioannina, Greece</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department of General Applied Science, Technological  Educational Institute of Crete, Greece</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Physics, University of Crete, Greece</addr-line>
</aff>
<pub-date pub-type="epub">
<day>06</day>
<month>10</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>5</issue>
<fpage>21041</fpage>
<lpage>21072</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/21041/2009/acpd-9-21041-2009.html">This article is available from http://www.atmos-chem-phys-discuss.net/9/21041/2009/acpd-9-21041-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/21041/2009/acpd-9-21041-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/9/21041/2009/acpd-9-21041-2009.pdf</self-uri>
<abstract>
<p>We estimate the effect of the Arctic sea ice on the absorbed (net) solar flux
using a radiation 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 1983–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 a
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 a 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, Buffin 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.</p>
</abstract>
<counts><page-count count="32"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 218–229, 1997. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Comiso, J C., Parkinson, C L., Gersten, R., and Stock, L.: Accelerated decline in the Arctic Sea ice cover, Geophys. Res. Lett., 35, doi:10.1029/2007GL031972, 2008. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> 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. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 866–882, 2008. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 198–200, 1994. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Hartmann, D L.: Global Physical Climatology, Academic Press, London, UK, 1994. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 51–71, 2004a. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Hatzianastassiou, N., Matsoukas, C., Hatzidimitriou, D., Pavlakis, C., Drakakis, M., and Vardavas, I.: Ten-year radiation budget of the Earth: 1984–1993, Int. J. Climatol., 24, 1785–1802, doi:10.1002/joc.1110, 2004b. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Hatzianastassiou, N., Matsoukas, C., Fotiadi, A., Stackhouse Jr., 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, 3211–3229, 2007a. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Hatzianastassiou, N., Matsoukas, C., Drakakis, E., Stackhouse Jr., 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, 2585–2599, 2007b. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Joseph, J H., Wiscombe, W J., and Weinmann, J A.: The Delta-Eddington approximation of radiative flux transfer, J. Atmos. Sci., 33, 2452–2459, 1976. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> 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. Am. Meteorol. Soc., 82, 247–268, 2001. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Köpke, P., Hess, M., Schult, I., and Shettle, E P.: Global aerosol data set. Rep. No. 234, Tech. rep., Max Planck Institut für Meteorologie, 1997. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Kuang, Z. and Yung, Y L.: Observed albedo decrease related to the spring snow retreat, Geophys. Res. Lett., 27(9), 1299–1302, 2000. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> 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, United Kingdom and New York, NY, USA., 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> 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, doi:10.1029/2004JC002381, 2005. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> NSIDC: Arctic sea ice down to second-lowest extent; Likely record-low volume, prefixhttp://www.nsidc.org/news/press/20081002_seaice_pressrelease.% html, 2008. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 1979–2005: Attribution and role in the ice-albedo feedback, Geophys. Res. Lett., 34, L19505, doi:10.1029/2007GL031480, 2007. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Rossow, W B. and Schiffer, R A.: Advances in understanding clouds from ISCCP, Bull. Am. Meteorol. Soc., 80, 2261–2287, 1999. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> 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 NCEP–NCAR Reanalysis and ISCCP–C2 Fields, J. Climate, 11, 121–136, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Serreze, M C., Holland, M M., and Stroeve, J.: Perspectives on the Arctic&apos;s Shrinking Sea-Ice Cover, Science, 315, 1533–1536, doi:10.1126/science.1139426, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> 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, doi:10.1029/2000JD000286, 2002. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 13–14, 2008. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Thekaekara, M P. and Drummond, A J.: Standard values for the solar constant and its spectral components, Nat. Phys. Sci., 229, 6–9, 1971. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Vardavas, I. and Taylor, F.: Radiation and Climate, Oxford University Press, Oxford, UK, 2006. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Vardavas, I M. and Carver, J H.: Solar and terrestrial parameterizations for radiative-convective models, Planet. Space Sci., 32, 1307–1325, 1984. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 2558–2574, 2005a. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> 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, 2575–2593, 2005b. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Willson, R C.: Total solar irradiance trend during solar cycles 21 and 22, Science, 277, 1963–1965, 1997. </mixed-citation>
</ref>
</ref-list>
</back>
</article>