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<!DOCTYPE article SYSTEM "http://www.ocean-sci.net/inc/os/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Ocean Science</journal_title>
		<journal_url>www.ocean-sci.net</journal_url>
		<issn>1812-0784</issn>
		<eissn>1812-0792</eissn>
		<volume_number>5</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/os-5-369-2009</doi>
	<article_url>http://www.ocean-sci.net/5/369/2009/</article_url>
	<abstract_html>http://www.ocean-sci.net/5/369/2009/os-5-369-2009.html</abstract_html>
	<fulltext_pdf>http://www.ocean-sci.net/5/369/2009/os-5-369-2009.pdf</fulltext_pdf>
	<start_page>369</start_page>
	<end_page>378</end_page>
	<publication_date>2009-09-18</publication_date>
	<article_title content_type="html">An ensemble study of extreme storm surge related water levels in the North Sea in a changing climate</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>A. Sterl</name>
			<email>sterl@knmi.nl</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>H. van den Brink</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>H. de Vries</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>R. Haarsma</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>E. van Meijgaard</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Royal Netherlands Meteorological Institute (KNMI), P.O. Box 201, 3730 AE De Bilt, The Netherlands</affiliation>
	</affiliations>
	<abstract content_type="html">The height of storm surges is extremely important for a low-lying
  country like The Netherlands. By law, part of the coastal defence
  system has to withstand a water level that on average occurs only once
  every 10 000 years. The question then arises whether and how climate
  change affects the heights of extreme storm surges. Published research
  points to only small changes. However, due to the limited amount of
  data available results are usually limited to relatively frequent
  extremes like the annual 99%-ile. We here report on results from a
  17-member ensemble of North Sea water levels spaning the period
  1950–2100. It was created by forcing a surge model of the North Sea
  with meteorological output from a state-of-the-art global climate
  model which has been driven by greenhouse gas emissions following the
  SRES A1b scenario. The large ensemble size enables us to calculate
  10 000 year return water levels with a low statistical uncertainty.
  In the one model used in this study, we find no statistically
  significant change in the 10 000 year return values of surge heights
  along the Dutch during the 21st century. Also a higher sea level
  resulting from global warming does not impact the height of the storm
  surges. As a side effect of our simulations we also obtain results on
  the interplay between surge and tide.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Alexandersson, H., Schmith, T., Iden, K., and Tuomenvirta, H.: Long-term variations of the storm climate over NW Europe, Global Atmos. Oc. System, 6, 97–120, 1998. </reference>
		<reference numeration="2" content_type="text"> Alexandersson, H., Tuomenvirta, H., Schmidth, T., and Iden, K.: Trends of storms in NW Europe derived from an updated pressure data set, Climate Res., 14, 71–73, 2000. </reference>
		<reference numeration="3" content_type="text">Bärring, L. and von Storch, H.: Scandinavian storminess since about 1800, Geophys. Res. Lett., 31, L20202, doi:10.1029/2004GL020441, 2004. </reference>
		<reference numeration="4" content_type="text">Bunde, A., Eichner, J. F., Havlin, S., and Kantelhardt, J. W.: Return intervals of rare events in records with long term persistence, Physica A, 342, 308–314, 2004. </reference>
		<reference numeration="5" content_type="text">Charnock, H.: Wind stress on a water surface, Q. J. Roy. Meteorol. Soc., 81, 639–640, 1955. </reference>
		<reference numeration="6" content_type="text">Coles, S.: An Introduction to Statistical Modeling of Extreme Values,  Springer-Verlag, Berlin, London, Heidelberg, 208~pp., 2001. </reference>
		<reference numeration="7" content_type="text">Debernard, J. B. and Røed, L. P.: Future wind, wave and storm surge climate in the Northern Seas: a revisit, Tellus, 60A, 472–438, doi:10.1111/j/1600-0870.2008.00312.x, 2008. </reference>
		<reference numeration="8" content_type="text">Deltacommissie: Rapport Deltacommissie, &apos;s-Gravenhage; Staatsdrukkerij- en Uitgeverijbedrijf, 6 Delen, 1960-61. Deel I: Eindverslag en interimadviezen. Deel II-IV: Beschouwingen over stormvloeden en getijbeweging. Deel V: Onderzoekingen betreffende de opzet van het Deltaplan en de gevolgen van de werken. Deel VI: Onderzoekingen van belang voor het ontwerpen van dijken en dammen; sociaal-economische aspecten van het Deltaplan. Dutch only, 1960/61.  </reference>
		<reference numeration="9" content_type="text">Gerritsen, H., de Vries, H. and Philippart, M.: The Dutch Continental Shelf Model, in: Quantitative Skill Assessment for Coastal Ocean Models, edited by: Lynch, D. and Davies, A., Coastal and Estuarine Studies, 47, AGU, 1995. </reference>
		<reference numeration="10" content_type="text"> Horsburgh, K. J., and Wilson, C.: Tide-surge interaction and its role in the distribution of surge residuals in the North Sea, J. Geophys. Res., 112, C08003, doi:10.1029/2006JC004033, 2007. </reference>
		<reference numeration="11" 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="12" 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, 3952–3972, 2006. </reference>
		<reference numeration="13" content_type="text"> Kalnay, E., Kanamitsu, M., Kistler, R., Collins, W., Deaven, D., Gandin, L., Iredell, M., Saha, S., White, G., Woollen, J., Zhu, Y., Chelliah, M., Ebisuzaki, W., Higgins, W., Janowiak, J., Mo, K. C., Ropelewski, C., Wang, J., Leetmaa, A., Reynolds, R., Jenne, R., and Joseph, D.: The NCEP/NCAR reanalysis project, B. Am. Meteorol. Soc., 77, 437–471, 1996. </reference>
		<reference numeration="14" content_type="text">KNMI: KNMI Climate Change Scenarios 2006 for The Netherlands, KNMI Scientific report WR 2006-01. Available from KNMI, P.O. Box 201, 3730 AE De Bilt, The Netherlands, 2006. </reference>
		<reference numeration="15" content_type="text">Lowe, J. A., Gregory, J. M., and Flather, R. A.: Changes in the occurrence of storm surges around the United Kingdom under a future climate scenario using a dynamic storm surge model driven by the Hadley Centre climate models, Clim. Dynam., 18, 179–188, 2001. </reference>
		<reference numeration="16" content_type="text">Lowe, J. A. and Gregory, J. M.: The effects of climate change on storm surges around the Unitied Kingdom, Philos. T. Roy. Soc., A363, 1313–1328, doi: 10.1098/rsta.2005.1570, 2008. </reference>
		<reference numeration="17" content_type="text">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 multi-model dataset: A new era in climate change research, B. Am. Meteorol. Soc., 88, 1383–1394, 2007. </reference>
		<reference numeration="18" content_type="text"> Nakicenovic, N. and Swart, R. (Eds.): Special Report on Emissions Scenarios: A Special Report of Working Group III of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK, 599~pp., online available at: http://www.grida.no/climate/ipcc/emission/index.htm, 2000.  </reference>
		<reference numeration="19" content_type="text">Räisänen, J., Hansson, U., Ullerstig, A., Döscher, R., Graham, L., Jones, C., Meier, H., Samuelsson, P., and Willén, U.: GCM driven simulations of recent and future climate with the Rossby Centre coupled atmosphere-Baltic Sea regional climate model RCAO, SMHI, Norrköping, Rossby Centre, 61~pp., 2003. </reference>
		<reference numeration="20" content_type="text"> Sterl, A., Severijns, C., Dijkstra, H., Hazeleger, W., van Oldenborgh, G. J., van den Broeke, M., Burgers, G., van den Hurk, B., van Leeuwen, P. J., and van Velthoven, P.: When can we expect extremely high surface temperatures?, Geophys. Res. Lett., 35, L14703, doi:10.1029/2008GL034071, 2008. </reference>
		<reference numeration="21" content_type="text"> Uppala, S. M., K&amp;aring;llberg, P. W., Simmons, A. J., Andrae, U., V. da Costa Bechtold, 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., Hólm, 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. Meteorol. Soc., 131, 2961–3012, 2005. </reference>
		<reference numeration="22" content_type="text">Van den Brink, H. W., Können, G. P., and Opsteegh, J. D.: The reliability of extreme surge levels, estimated from observational records of order hundred years, J. Coast. Res., 19, 376–388, 2003. </reference>
		<reference numeration="23" content_type="text">Van Den Brink, H. W., Können, G. P., Opsteegh, J. D., van Oldenborgh, G. J., and Burgers, G.: Improving 10$^4$-year surge level estimates using data of the ECMWF seasonal prediction system, Geophys. Res. Lett., 31, L17210, doi:10.1029/2004GL020610, 2004. </reference>
		<reference numeration="24" content_type="text">Van den Brink, H. W. and Können, G. P.: The statistical distribution of meteorological outliers, Geophys. Res. Lett., 35, L2370, doi:10.1029/2008GL035967, 2008. </reference>
		<reference numeration="25" content_type="text">Van Meijgaard, E., van Ulft, L. H., van de Berg, W. J., Bosveld, F. C., van den Hurk, B. J. J. M., Lenderink, G., and Siebesma, A. P.: The KNMI regional atmospheric climate model RACMO, version 2.1, KNMI Technical Report TR-302, available from KNMI, P.O Box 201, NL-3730 AE De Bilt, The Netherlands, 43~pp., 2008. </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. Pys. 6, 863–881, Sref-ID: 1680-7324/acp/2006-6-863, 2006. </reference>
		<reference numeration="27" content_type="text">The WASA-Group: Changing waves and storms in the Northeast Atlantic?, B. Am. Meteorol. Soc., 79, 741–760, 1998. </reference>
		<reference numeration="28" content_type="text">Woth, K.: North Sea storm surge statistics based on projections in a warmer climate: How important are driving GCM and the chosen emission scenario?, Geophys. Res. Lett., 32, L22708, doi:10.1029/2005GL023762, 2005. </reference>
		<reference numeration="29" content_type="text">Woth, K., Weisse, R., and von Storch, H.: Climate change and North Sea storm surge extremes: an ensemble study of storm surge extremes expected in a changed climate projected by four different regional climate models, Ocean Dynam., 56, 3–15, doi:10.1007/s10236-005-0024-3, 2006. </reference>
	</references>
</article>

