<?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">TC</journal-id>
<journal-title-group>
<journal-title>The Cryosphere</journal-title>
<abbrev-journal-title abbrev-type="publisher">TC</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1994-0424</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/tc-5-67-2011</article-id>
<title-group>
<article-title>Modeling the temperature evolution of Svalbard permafrost during the 20th and 21st century</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Etzelmüller</surname>
<given-names>B.</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>Schuler</surname>
<given-names>T. V.</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>Isaksen</surname>
<given-names>K.</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>Christiansen</surname>
<given-names>H. H.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Farbrot</surname>
<given-names>H.</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>Benestad</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Geosciences, University of Oslo, Norway, P.O. Box 1047, Blindern, 0316 Oslo, Norway</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Norwegian Meteorological Institute, P.O. Box 43, Blindern, 0313 Oslo, Norway</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Arctic Geology Department, The University Centre in Svalbard (UNIS), P.O. Box 156, 9171 Longyearbyen, Norway</addr-line>
</aff>
<pub-date pub-type="epub">
<day>04</day>
<month>02</month>
<year>2011</year>
</pub-date>
<volume>5</volume>
<issue>1</issue>
<fpage>67</fpage>
<lpage>79</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.the-cryosphere.net/5/67/2011/tc-5-67-2011.html">This article is available from http://www.the-cryosphere.net/5/67/2011/tc-5-67-2011.html</self-uri>
<self-uri xlink:href="http://www.the-cryosphere.net/5/67/2011/tc-5-67-2011.pdf">The full text article is available as a PDF file from http://www.the-cryosphere.net/5/67/2011/tc-5-67-2011.pdf</self-uri>
<abstract>
<p>Variations in ground thermal conditions in Svalbard were studied based on
measurements and modelling. Ground temperature data from boreholes were used
to calibrate a transient heat flow model describing depth and time variations
in temperatures. The model was subsequently forced with historical surface
air temperature records and possible future temperatures downscaled from
multiple global climate models. We discuss ground temperature development
since the early 20th century, and the thermal responses in relation to ground
characteristics and snow cover. The modelled ground temperatures show a
gradual increase between 1912 and 2010, by about 1.5 °C to 2 °C at 20 m depth. The active
layer thickness (ALT) is modelled to have increased slightly, with the rate
of increase depending on water content of the near-surface layers. The used
scenario runs predict a significant increase in ground temperatures and an
increase of ALT depending on soil characteristics.</p>
</abstract>
<counts><page-count count="13"/></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"> Aagaard, K. and Carmack, E. C.: The Role of Sea Ice and Other Fresh-Water in the Arctic Circulation, J. Geophys. Res.-Oceans, 94, 14485–14498, 1989. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> ACIA: Arctic Climate Impact Assessment, Cambridge University Press, Cambridge, UK, 1042~pp., 2005. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Benestad, R. E.: A comparison between two empirical downscaling strategies, Int. J. Climatol., 21, 1645–1668, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Benestad, R. E.: Climate change scenarios for northern Europe from multi-model IPCC~AR4 climate simulations, Geophys. Res. Lett., 32, L17704, doi:10.1029/2005gl023401, 2005. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Benestad, R. E.: Empirical-Statistical downscaled Arctic Temperature and precipitation, Series, Met no Report 12/2008 Climate, Norwegian Meteorological Institute, Oslo, 2008. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Benestad, R. E.: A new global set of downscaled temperature scenarios, J. Climate, doi:10.1175/2010JCLI3687.1, in press, 2011. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Benestad, R. E., Førland, E. J., and Hannssen-Bauer, I.: Empirically downscaled temperature scenarios for Svalbard, Atmos. Sci. Lett., 3, 71–93, 2002. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Blok, D., Heijmans, M. M. P. D., Schaepman-Strub, G., Kononov, A. V., Maximov, T. C., and Berendse, F.: Shrub expansion may reduce summer permafrost thaw in Siberian tundra, Glob. Change Biol., 16, 1296–1305, 2010. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Burn, C. R. and Zhang, Y.: Permafrost and climate change at Herschel Island (Qikiqtaruq), Yukon Territory, Canada, J. Geophys. Res.-Earth, 114, F02001, doi:10.1029/2008JF001087, 2009. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Büdel, J.: Climatic Geomorphology, Princeton University Press, Princeton, 443~pp., 1982. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Christiansen, H. H.: Thermal regime of ice-wedge cracking in Adventdalen, Svalbard, Permafrost Periglac., 16, 87–98, 2005. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Christiansen, H. H., Etzelmüller, B., Isaksen, K., Juliussen, H., Farbrot, H., Humlum, O., Johansson, M., Ingeman-Nielsen, T., Kristensen, L., Hjort, J., Holmlund, P., Sannel, A. B. K., Sigsgaard, C., Akerman, H. J., Foged, N., Blikra, L. H., Pernosky, M. A., and Odegard, R. S.: The Thermal State of Permafrost in the Nordic Area during the International Polar Year 2007–2009, Permafrost Periglac., 21, 156–181, doi:10.1002/Ppp.687, 2010. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Davis, M. C. R., Hamza, O., and Harris, C.: The effect of rise in mean annual temperature on the stability of rock slopess containing ice-filled discontinuities, Permafrost Periglac., 12, 137–144, 2001. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Engelhardt, M., Hauck, C., and Salzmann, N.: Influence of atmospheric forcing parameters on modelled mountain permafrost evolution, Meteorol. Z., 19(5), 491–500, doi:10.1127/0941-2948/2010/0476, 2010. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Etzelmüller, B., Ødegård, R. S., and Sollid, J. L.: The spatial distribution of coast types on Svalbard, in: Arctic Coastal Dynamics – Reports of the 3rd~International Workshop, University of Oslo (Norway), 2–5~December~2002, edited by: Rachold, V., Brown, J., Solomon, S., and Sollid, J. L., Reports on Polar and Marine Research, Alfred Wegener Institute for Polar and Marine Research, Bremerhaven, 33–40, 2003. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Farbrot, H., Etzelmüller, B., Gudmundsson, A., Schuler, T. V., Eiken, T., Humlum, O., and Björnsson, H.: Thermal characteristics and impact of climate change on mountain permafrost in Iceland, J. Geophys. Res., 112, F03S90, doi:10.1029/2006JF000541, 2007. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Farbrot, H., Etzelmüller, B., Hipp, T., Isaksen, K., Ødegård, R. S., Schuler, T. V., and Humlum, O.: Air and ground temperature variations observed along elevation and continental gradients in Southern Norway, Permafrost Periglac., submitted, 2011. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> French, H. M.: The periglacial environment, 2nd~edn., Longmann, London, 341~pp., 1996. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Førland, E. J. and Hanssen-Bauer, I.: Increased precipitation in the Norwegian Arctic: True or false?, Climatic Change, 46, 485–509, 2000. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Førland, E. J. and Hannssen-Bauer, I.: Past and future climate variations in the Norwegian Arctic: overview and novel analyses, Polar Res., 22, 113–124, 2003. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Førland, E. J., Benestad, R. E., Flatøy, F., Hanssen-Bauer, I., \mboxHaugen, J. E., Isaksen, K., Sorteberg, A., and Aadlandsvik, B.: Climate development in North Norway and the Svalbard region during 1900–2100, Norwegian Polar Institute, Tromsø, 44 pp., 2009. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Goodrich, L. E.: The influence of snow cover on the ground thermal regime, Can. Geotech. J., 19, 421–432, 1982. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Gruber, S. and Haeberli, W.: Permafrost in steep bedrock slopes and its temperature-related destabilization following climate change, J. Geophys. Res.-Earth, 112, F02s18, doi:10.1029/2006jf000547, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Gruber, S., Hoelzle, M., and Haeberli, W.: Permafrost thaw and destabilization of Alpine rock walls in the hot summer of 2003, Geophys. Res. Lett., 31, L13504, doi:10.1029/2004gl020051, 2004. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Hanssen-Bauer, I.: Climate variation in the European sector of the Arctic: Observations and scenarios, in: Arctic-Alpine Ecosystems and people in a Changing Environment, edited by: Orb, J. B. E. A., Springer Verlag, Hamburg, 2007. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Hanssen-Bauer, I. and Førland, E. J.: Long-term trends in precipitation and temperature in the Norwegian Arctic: can they be explained by changes in atmospheric circulation patterns?, Climate Res., 10, 143–153, 1998. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Harris, C., Davis, M., and Etzelmüller, B.: The Assessment of Potential Geotechnical Hazard Associated With Mountain Permafrost in a Warming Global Climate, Permafrost Periglac., 12, 145–156, 2001. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Harris, C., Arenson, L. U., Christiansen, H. H., Etzelmüller, B., Frauenfelder, R., Gruber, S., Haeberli, W., Hauck, C., Holzle, M., Humlum, O., Isaksen, K., Kaab, A., Kern-Lutschg, M. A., Lehning, M., Matsuoka, N., Murton, J. B., Nozli, J., Phillips, M., Ross, N., Seppala, M., Springman, S. M., and Mühll, D. V.: Permafrost and climate in Europe: Monitoring and modelling thermal, geomorphological and geotechnical responses, Earth-Sci. Rev., 92, 117–171, doi:10.1016/j.earscirev.2008.12.002, 2009. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Hilbich, C., Hauck, C., Hoelzle, M., Scherler, M., Schudel, L., Voelksch, I., Mühll, D. V., and Maeusbacher, R.: Monitoring mountain permafrost evolution using electrical resistivity tomography: A 7-year study of seasonal, annual, and long-term variations at Schilthorn, Swiss Alps, J. Geophys. Res.-Earth, 113(F1), F01S90, doi:10.1029/2007JF000799, 2008. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Hinzman, L. D., Bettez, N. D., Bolton, W. R., Chapin, F. S., Dyurgerov, M. B., Fastie, C. L., Griffith, B., Hollister, R. D., Hope, A., Huntington, H. P., Jensen, A. M., Jia, G. J., Jorgenson, T., Kane, D. L., Klein, D. R., Kofinas, G., Lynch, A. H., Lloyd, A. H., McGuire, A. D., Nelson, F. E., Oechel, W. C., Osterkamp, T. E., Racine, C. H., Romanovsky, V. E., Stone, R. S., Stow, D. A., Sturm, M., Tweedie, C. E., Vourlitis, G. L., Walker, M. D., Walker, D. A., Webber, P. J., Welker, J. M., Winker, K., and Yoshikawa, K.: Evidence and implications of recent climate change in northern Alaska and other arctic regions, Climatic Change, 72, 251–298, 2005. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Humlum, O., Instanes, A., and Sollid, J. L.: Permafrost in Svalbard: a review of research history, climatic background and engineering challenges, Polar Res., 22, 191–215, 2003. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Isaksen, K., Vonder Mühll, D., Gubler, H., Kohl, T., and Sollid, J. L.: Ground surface temperature reconstruction based on data from a deep borehole in permafrost at Janssonhaugen, Svalbard, Ann. Glaciol., 31, 287–294, 2000. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Isaksen, K., Benestad, L. E., Harris, C., and Sollid, J. L.: Recent extreme near-surface permafrost temperatures on Svalbard in relation to future climate scenarios, Geophys. Res. Lett., 34, L17502, doi:10.1029/2007GL031002, 2007a. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Isaksen, K., Sollid, J. L., Holmlund, P., and Harris, C.: Recent warming of mountain permafrost in Svalbard and Scandinavia, J. Geophys. Res.-Earth, 112(F2), F02S04, doi:10.1029/2006JF000522, 2007b. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Isaksen, K., Ødegård, R. S., Etzelmüller, B., Hilbich, C., Hauck, C., Farbrot, H., Eiken, T., Hygen, H. O., and Hipp, T.: Degrading mountain permafrost in southern Norway – spatial and temporal variability of mean ground temperatures 1999–2009, Permafrost Periglac., submitted, 2011. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Juliussen, H., Christiansen, H. H., Strand, G. S., Iversen, S., Midttømme, K., and Rønning, J. S.: NORPERM, the Norwegian Permafrost Database – a TSP NORWAY IPY legacy, Earth Syst. Sci. Data Discuss., 3, 27–54, doi:10.5194/essdd-3-27-2010, 2010. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Lachenbruch, A. H. and Marshall, B. V.: Changing climate: geothermal evidence from permafrost in the Alaskan Arctic., Science, 234, 689–696, 1986. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Liestøl, O.: Pingos, springs, and permafrost in Spitsbergen, Norsk Polarinstitutt Årbok, 1975, 7–29, 1977. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Lütschg, M., Lehning, M., and Haeberli, W.: A sensitivity study of factors influencing warm/thin permafrost in the Swiss Alps, J. Glaciol., 54, 696–704, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Meehl, G. A., Covey, C., Delworth, T., Latif, M., McAvaney, B., Mitchell, J. F. B., Stouffer, R. J., and Taylor, K. E.: The WCRP~CMIP3 multimodel dataset – A new era in climate change research, B. Am. Meteorol. Soc., 88, 1383, doi:10.1175/Bams-88-9-1383, 2007. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Murton, J. B., Peterson, R., and Ozouf, J. C.: Bedrock fracture by ice segregation in cold regions, Science, 314, 1127–1129, 2006. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Nelson, F. E., Anisimov, O. A., and Shiklomanov, N. I.: Subsidence risk from thawing permafrost – The threat to man-made structures across regions in the far north can be monitored, Nature, 410, 889–890, 2001. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Nordli, Ø. and Kohler, J.: The early 20th~century warming, Daily observations at Grønfjorden and Longyearbyen on Spitsbergen, 2nd~edn., Norwegian Meteorlogical Institute, Oslo, 2004. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Ødegård, R. and Sollid, J. L.: Coastal cliff temperatures related to the potential for cryogenic weathering processes, western Spitsbergen, Svalbard, Polar Res., 12, 95–106, 1993. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Ødegård, R., Etzelmüller, B., Vatne, G., and Sollid, J. L.: Near-surface spring temperatures in an Arctic coastal rock cliff: Possible implications for rock breakdown, in: Steepland Geomorphology, edited by: Slaymaker, O., Wiley, Chichester, 89–102, 1995. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Ødegård, R. S., Sollid, J. L., and Trollvik, J. A.: Kystkart Svalbard~A3 Forlandsundet 1:200 000, Norsk Polarinstitutt and Unviersity of Oslo, Oslo, 1987. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Romanovsky, V. E., Drozdov, D. S., Oberman, N. G., Malkova, G. V., Kholodov, A. L., Marchenko, S. S., Moskalenko, N. G., Sergeev, D. O., Ukraintseva, N. G., Abramov, A. A., and Vasiliev, A. A.: Thermal state of permafrost in Russia, Permafrost Periglac., 22, 136–155, 2010a. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Romanovsky, V. E., Smith, S. L., and Christiansen, H. H.: Permafrost Thermal State in the Polar Northern Hemisphere during the International Polar Year 2007–2009: a Synthesis, Permafrost Periglac., 21, 106–116, doi:10.1002/Ppp.689, 2010b. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Ross, N., Brabham, P. J., Harris, C., and Christiansen, H. H.: Internal structure of open system pingos, Adventdalen, Svalbard: The use of resistivity tomography to assess ground-ice conditions, J. Environ. Eng. Geoph., 12, 113–126, 2007. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Sengupta, S. and Boyle, J. S.: Using Common Principal Components in Comparing GCM Simulations, J. Climate, 11, 816–830, 1998. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Sharkhuu, A., Sharkhuu, N., Etzelmüller, B., Heggem, E. S. F., Nelson, F. E., Shiklomanov, N., Goulden, C., and Brown, J.: Permafrost Monitoring in the Hovsgol Mountain Region, Mongolia, J. Geophys. Res., 112(F2), F02S06, doi:10.1029/2006JF000543, 2007. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Shur, Y., Hinkel, K. M., and Nelson, F. E.: The transient layer: Implications for geocryology and climate-change science, Permafrost Periglac., 16, 5–17, 2005. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, M. W. and Riseborough, D. W.: Climate and the limits of permafrost: A zonal analysis, Permafrost Periglac., 13, 1–15, 2002. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, S. L., Romanovsky, V. E., Lewkowicz, A. G., Burn, C. R., Allard, M., Clow, G. D., Yoshikawa, K., and Throop, J.: Thermal state of permafrost in North America – a contribution to the International Polar Year, Permafrost Periglac., 22, 117–135, 2010. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Solomon, S., Quin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignotr, M., and Miller, H. L.: Climate Change: The Physical Science Basis. Contribution of Working Group~I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, UK and New York, NY, USA, 2007. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Strang, G.: Linear Algebra and its Application, Harcourt Brace and Company, San Diego, California, USA, 1988. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Stroeve, J., Holland, M. M., Meier, W., Scambos, T., and Serreze, M.: Arctic sea ice decline: Faster than forecast, Geophys. Res. Lett., 34(9), L09501, doi:10.1029/2007GL029703, 2007.  </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Tolgensbakk, J., Sørbel, L., and Høgvard, K.: Geomorphological and quarternary geological map 1:100 000 Sheet C9Gq~Adventdalen, Nor. Polarinst. Temakart 32, 2000. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Uppala, S. M., Kallberg, P. W., Simmons, A. J., Andrae, U., Bechtold, V. D., Fiorino, M., Gibson, J. K., Haseler, J., Hernandez, A., Kelly, G. A., Li, X., Onogi, K., Saarinen, S., Sokka, N., Allan, R. P., Andersson, E., Arpe, K., Balmaseda, M. A., Beljaars, A. C. M., Van De Berg, L., Bidlot, J., Bormann, N., Caires, S., Chevallier, F., Dethof, A., Dragosavac, M., Fisher, M., Fuentes, M., Hagemann, S., Holm, E., Hoskins, B. J., Isaksen, L., Janssen, P. A. E. M., Jenne, R., McNally, A. P., Mahfouf, J. F., Morcrette, J. J., Rayner, N. A., Saunders, R. W., Simon, P., Sterl, A., Trenberth, K. E., Untch, A., Vasiljevic, D., Viterbo, P., and Woollen, J.: The ERA-40 re-analysis, Q. J. Roy. Meteor. Soc., 131, 2961–3012, 2005. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Vinje, T.: Anomalies and trends of sea-ice extent and atmospheric circulation in the Nordic Seas during the period 1864–1998, J. Climate, 14, 255–267, 2001. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Wegmann, M., Gudmundsson, G. H., and Haeberli, W.: Permafrost changes in rock walls and the retreat of alpine glaciers: A thermal modelling approach, Permafrost Periglac., 9, 23–33, 1998. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Wilks, D. S.: Statistical Methods in the Atmospheric Sciences, Academic Press, Orlando, Florida, USA, 1995. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Williams, P. J. and Smith, M. W.: The Frozen Earth: Fundamentals of geocryology, Cambridge University press, Cambridge, 300~pp., 1989. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, Y., Chen, W. J., and Cihlar, J.: A process-based model for quantifying the impact of climate change on permafrost thermal regimes, J. Geophys. Res.-Atmos., 108(D22), 4695, doi:10.1029/2002JD003354, 2003. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao, L., Wu, Q., Marchengo, S., and Sharkhuu, N.: Thermal state of permafrost and active layer in Central Asia during the International Polar Year, Permafrost Periglac., 22, 198–207, 2010. </mixed-citation>
</ref>
</ref-list>
</back>
</article>