<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.clim-past.net/inc/cp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Climate of the Past</journal_title>
		<journal_url>www.clim-past.net</journal_url>
		<issn>1814-9324</issn>
		<eissn>1814-9332</eissn>
		<volume_number>3</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/cp-3-659-2007</doi>
	<article_url>http://www.clim-past.net/3/659/2007/</article_url>
	<abstract_html>http://www.clim-past.net/3/659/2007/cp-3-659-2007.html</abstract_html>
	<fulltext_pdf>http://www.clim-past.net/3/659/2007/cp-3-659-2007.pdf</fulltext_pdf>
	<start_page>659</start_page>
	<end_page>668</end_page>
	<publication_date>2007-11-21</publication_date>
	<article_title content_type="html">How unusual was autumn 2006 in Europe?</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>G. J. van Oldenborgh</name>
			<email>oldenborgh@knmi.nl</email>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">KNMI, De Bilt, The Netherlands</affiliation>
	</affiliations>
	<abstract content_type="html">The temperatures in large parts of Europe have been record high during the
meteorological autumn of 2006. Compared to 1961&amp;ndash;1990, the 2 m temperature was
more than three degrees Celsius above normal from the North side of the Alps
to southern Norway. This made it by far the warmest autumn on record in the
United Kingdom, Belgium, the Netherlands, Denmark, Germany and Switzerland,
with the records in Central England going back to 1659, in the Netherlands to
1706 and in Denmark to 1768. The deviations were so large that under the
obviously false assumption that the climate does not change, the observed
temperatures for 2006 would occur with a probability of less than once every
10 000 years in a large part of Europe, given the distribution defined by the
temperatures in the autumn 1901&amp;ndash;2005.
&lt;br&gt;&lt;br&gt;
A better description of the temperature distribution is to assume that the
mean changes proportional to the global mean temperature, but the shape of
the distribution remains the same. This includes to first order the effects
of global warming. Even under this assumption the autumn temperatures were
very unusual, with estimates of the return time of 200 to 2000 years in this
region. The lower bound of the 95% confidence interval is more than 100 to
300 years.
&lt;br&gt;&lt;br&gt;
Apart from global warming, linear effects of a southerly circulation are
found to give the largest contributions, explaining about half of the
anomalies. SST anomalies in the North Sea were also important along the
coast.
&lt;br&gt;&lt;br&gt;
Climate models that simulate the current atmospheric circulation well
underestimate the observed mean rise in autumn temperatures. They do not
simulate a change in the shape of the distribution that would increase the
probability of warm events under global warming. This implies that the warm
autumn 2006 either was a very rare coincidence, or the local temperature rise
is much stronger than modelled, or non-linear physics that is missing from
these models increases the probability of warm extremes.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Brandsma, T. and van~der Meulen, J P.: Thermometer Screen Intercomparison in De Bilt (the Netherlands), Part I: Understanding the weather-dependent temperature differences, Int. J. Climatol., accepted, 2007a. </reference>
		<reference numeration="2" content_type="text"> Brandsma, T. and van~der Meulen, J P.: Thermometer Screen Intercomparison in De Bilt (the Netherlands), Part II: Description and modeling of mean temperature differences and extremes, Int. J. Climatol., accepted, 2007b. </reference>
		<reference numeration="3" content_type="text"> Brandsma, T., Können, G P., and Wessels, H. R A.: Estimation of the effect of urban heat advection on the temperature series of De Bilt (The Netherlands), Int. J. Climatol., 23, 829&amp;ndash;845, 2003. </reference>
		<reference numeration="4" content_type="text"> Brohan, P., Kennedy, J., Haris, I., Tett, S. F B., and Jones, P D.: Uncertainty estimates in regional and global observed temperature changes: a new dataset from 1850, J. Geophys. Res., 111, D12106, \doi10.1029/2005JD006548, 2006. </reference>
		<reference numeration="5" content_type="text"> Coles, S.: An Introduction to Statistical Modeling of Extreme Values, Springer Series in Statistics, London, UK, 2001. </reference>
		<reference numeration="6" content_type="text"> Delworth, T L., Broccoli, A J., Rosati, A., Stouffer, R J., Balaji, V., Beesley, J A., Cooke, W F., Dixon, K W., Dunne, J., Dunne, K A., Durachta, J W., Findell, K L., Ginoux, P., Gnanadesikan, A., Gordon, C T., Griffies, S M., Gudgel, R., Harrison, M J., Held, I M., Hemler, R S., Horowitz, L W., Klein, S A., Knutson, T R., Kushner, P J., Langenhorst, A R., Lee, H C., Lin, S J., Lu, J., Malyshev, S L., Milly, P. C D., Ramaswamy, V., Russell, J., Schwarzkopf, M D., Shevliakova, E., Sirutis, J J., Spelman, M J., Stern, W F., Winton, M., Wittenberg, A T., Wyman, B., Zeng, F., and Zhang, R.: GFDL&apos;s CM2 global coupled climate models &amp;ndash; Part 1: Formulation and simulation characteristics, J. Climate, 19, 643&amp;ndash;674, \doi10.1175/JCLI3629.1, 2006. </reference>
		<reference numeration="7" content_type="text"> Fan, Y. and van~den Dool, H.: A global monthly land surface air temperature analysis for 1948-present, J. Geophys. Res., in press, 2007. </reference>
		<reference numeration="8" content_type="text"> Fischer, E M., Seneviratne, S I., Lüthi, D., and Schär, C.: Contribution of land-atmosphere coupling to recent European summer heat waves, Geophys.\ Res. Lett., 34, L06707, \doi10.1029/2006GL029068, 2007. </reference>
		<reference numeration="9" content_type="text"> IPCC: 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), edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, UK and New York, NY, 2007. </reference>
		<reference numeration="10" content_type="text"> Johns, T., Durman, C., Banks, H., Roberts, M., McLaren, A., Ridley, J., Senior, C., Williams, K., Jones, A., Keen, A., Rickard, G., Cusack, S., Joshi, M., Ringer, M., Dong, B., Spencer, H., Hill, R., Gregory, J., Pardaens, A., Lowe, J., Bodas-Salcedo, A., Stark, S., and Searl, Y.: HadGEM1 &amp;ndash; Model description and analysis of preliminary experiments for the IPCC Fourth Assessment Report, Tech. Rep 55, UK Met Office, Exeter, UK, 2004. </reference>
		<reference numeration="11" content_type="text"> Jungclaus, J H., Keenlyside, N., Botzet, M., Haak, H., Luo, J.-J., Latif, M., Marotzke, J., Mikolajewicz, U., and Roeckner, E.: Ocean circulation and tropical variability in the coupled model ECHAM5/MPI-OM, J. Climate, 19, 3952&amp;ndash;3972, \doi10.1175/JCLI3827.1, 2006. </reference>
		<reference numeration="12" content_type="text"> K-1 model developers: K-1 coupled model (MIROC) description, Tech. Rep 1, Center for Climate System Research, University of Tokyo, 2004. </reference>
		<reference numeration="13" content_type="text"> Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaver, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Leetma, A., Reynolds, R., Chelliah, M., Ebisuzaki, W., Higgens, W., Janowiak, J., Mo, K C., Ropelewski, C., Wang, J., and Jenne, R.: The NCEP/NCAR 40-year reanalysis project, B. Am. Meteor. Soc., 77, 437&amp;ndash;471, 1996. </reference>
		<reference numeration="14" content_type="text"> Kim, S.-J., Flato, G M., de~Boer, G J., and McFarlane, N A.: A coupled climate model simulation of the Last Glacial Maximum, Part 1: transient multi-decadal response, Clim. Dyn., 19, 515&amp;ndash;537, 2002. </reference>
		<reference numeration="15" content_type="text"> Luterbacher, J., Liniger, M A., Menzel, A., Estrella, N., Della-Marta, P M., Pfister, C., Rutishauser, T., and Xoplaki, E.: The exceptional European warmth of Autumn 2006 and Winter 2007: Historical context, the underlying dynamics and its phenological impacts, Geophys. Res. Lett., 34, L12704, \doi10.1029/2007GL029951, 2007. </reference>
		<reference numeration="16" content_type="text"> Miller, R L., Schmidt, G A., and Shindell, D T.: Forced annular variations in the 20th century IPCC AR4 simulations, J. Geophys. Res., 111, D18101, \doi10.1029/2005JD006323, 2006. </reference>
		<reference numeration="17" content_type="text"> Schär, C. and Jendritzky, G.: Hot news from summer 2003, Nature, 432, 559&amp;ndash;560, 2004. </reference>
		<reference numeration="18" content_type="text"> Seneviratne, S I., Luthi, D., Litschi, M., and Schär, C.: Land-atmosphere coupling and climate change in Europe, Nature, 443, 205&amp;ndash;209, \doi10.1038/nature05095, 2006. </reference>
		<reference numeration="19" content_type="text"> Sutton, R T., Dong, B.-W., and Gregory, J M.: Land/sea warming ratio in response to climate change: IPCC AR4 model results and comparison with observations, Geophys. Res. Lett., 34, L02701, \doi10.1029/2006GL028164, 2007. </reference>
		<reference numeration="20" content_type="text"> van~den Dool, H M. and Nap, J L.: An explanation of persistence in monthly mean temperatures in the Netherlands, Tellus, 33, 123&amp;ndash;131, 1981. </reference>
		<reference numeration="21" content_type="text"> van~den Dool, H M., Krijnen, H J., and Schuurmans, C. J E.: Average winter temperatures at De Bilt (the Netherlands): 1634&amp;ndash;1977, Climatic Change, 1, 319&amp;ndash;330, \doi10.1007/BF00135153, 1978. </reference>
		<reference numeration="22" content_type="text"> van~den Hurk, B. J. J M., Klein~Tank, A. M G., Lenderink, G., van Ulden, A P., van Oldenborgh, G J., Katsman, C A., van~den Brink, H W., Keller, F., Bessembinder, J. J F., Burgers, G., Komen, G J., Hazeleger, W., and Drijfhout, S S.: KNMI Climate Change Scenarios 2006 for the Netherlands, WR 2006-01, KNMI, http://www.knmi.nl/climatescenarios, 2006. </reference>
		<reference numeration="23" content_type="text"> van Engelen, A. and Nellestijn, J W.: Monthly, seasonal and annual means of air temperature in tenths of centigrades in De Bilt, Netherlands, 1706-1995, Tech. rep., KNMI, 1996. </reference>
		<reference numeration="24" content_type="text"> van Engelen, A. F M. and Geurts, H. A M.: Historische weerkundige waarnemingen EG/KNMI Vol. IV: Nicolaus Cruquius (1678&amp;ndash;1754) and his meteorological observations, PUBL 165, KNMI, 1985. </reference>
		<reference numeration="25" content_type="text"> van Oldenborgh, G J. and Burgers, G.: Searching for decadal variations in ENSO precipitation teleconnections, Geophys. Res. Lett., 32, L15701, \doi10.1029/2005GL023110, 2005. </reference>
		<reference numeration="26" content_type="text"> van Ulden, A P. and van Oldenborgh, G J.: Large-scale atmospheric circulation biases and changes in global climate model simulations and their importance for climate change in Central Europe, Atmos. Chem. Phys., 6, 863&amp;ndash;881, 2006. </reference>
		<reference numeration="27" content_type="text"> Verbeek, K. (Ed.): De toestand van het klimaat in Nederland 2003, KNMI, http://www.knmi.nl/kenniscentrum/klimaatrapportage2003.pdf, 2003. </reference>
	</references>
</article>

