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	<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>7</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2011</publication_year>
	</journal>
	<doi>10.5194/cp-7-451-2011</doi>
	<article_url>http://www.clim-past.net/7/451/2011/</article_url>
	<abstract_html>http://www.clim-past.net/7/451/2011/cp-7-451-2011.html</abstract_html>
	<fulltext_pdf>http://www.clim-past.net/7/451/2011/cp-7-451-2011.pdf</fulltext_pdf>
	<start_page>451</start_page>
	<end_page>472</end_page>
	<publication_date>2011-04-29</publication_date>
	<article_title content_type="html">A regional climate simulation over the Iberian Peninsula for the last millennium</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>J. J. Gómez-Navarro</name>
		</author>
		<author numeration="2" affiliations="1">
			<name>J. P. Montávez</name>
			<email>montavez@um.es</email>
		</author>
		<author numeration="3" affiliations="1">
			<name>S. Jerez</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>P. Jiménez-Guerrero</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>R. Lorente-Plazas</name>
		</author>
		<author numeration="6" affiliations="2">
			<name>J. F. González-Rouco</name>
		</author>
		<author numeration="7" affiliations="3">
			<name>E. Zorita</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Departamento de Física, Universidad de Murcia, Murcia, Spain</affiliation>
		<affiliation numeration="2" content_type="html">Departamento de Astrofísica y CC. de la Atmósfera, Universidad Complutense de Madrid, Madrid, Spain</affiliation>
		<affiliation numeration="3" content_type="html">Helmholtz-Zentrum Geesthacht, Geesthacht, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">A high-resolution (30 km) regional paleoclimate simulation of the last
millennium over the Iberian Peninsula (IP) is presented. The simulation was
performed with a climate version of the mesoscale model MM5 driven by the
global model ECHO-G. Both models were driven by the same reconstructions of
several external forcing factors. The high spatial resolution of the regional
model allows climatologists to realistically simulate many aspects of the climate in the IP,
as compared to an observational data set in the reference period 1961–1990.
Although the spatial-averaged values developed by the regional model are
tightly driven by the boundary conditions, it is capable to develop a
different realisation of the past climate at regional scales, especially in
the high-frequency domain and for precipitation. This has to be considered
when comparing the results of climate simulations versus proxy
reconstructions. A preliminary comparison of the simulation results with
reconstructions of temperature and precipitation over the IP shows good
agreement in the warming trends in the last century of the simulation,
although there are large disagreements in key periods such as the
precipitation anomalies in the Maunder Minimum.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ammann, C M., Joos, F., Schimel, D S., Otto-Bliesner, B L., and Tomas, R A.: Solar influence on climate during the past millennium: Results from transient simulations with the NCAR Climate System Model, P. Natl. Acad. Sci. USA, 104, 3713–3718, http://dx.doi.org/10.1073/pnas.0605064103doi:10.1073/pnas.0605064103, 2007. </reference>
		<reference numeration="2" content_type="text"> Bradley, R S. and Jones, P D.: &quot;Little Ice Age&quot; summer temperature variations: their nature and relevance to recent global warming trends, Holocene, 3, 367–376, http://dx.doi.org/10.1177/095968369300300409doi:10.1177/095968369300300409, 1993. </reference>
		<reference numeration="3" content_type="text"> Chen, F. and Dudhia, J.: Coupling an Advanced Land Surface-Hydrology Model with the Penn State-NCAR MM5 Modeling System, Part~I: Model Implementation and Sensitivity, Mon. Weather Rev., 129, 569–585, 2001a. </reference>
		<reference numeration="4" content_type="text"> Chen, F. and Dudhia, J.: Coupling an Advanced Land Surface-Hydrology Model with the Penn State-NCAR MM5 Modeling System, Part~II: Preliminary Model Validation, Mon. Weather Rev., 129, 587–604, 2001b. </reference>
		<reference numeration="5" content_type="text"> Crowley, T.: Causes of climate change over the past 1000~years, Science, 289, 270, 2000. </reference>
		<reference numeration="6" content_type="text"> Déqué, M., Jones, R., Wild, M., Giorgi, F., Christensen, J., Hassell, D., Vidale, P., Rockel, B., Jacob, D., Kjellstrom, E., de~Castro, M., Kucharski, F., and van~den Hurk, B.: Global high resolution versus Limited Area Model climate change projections over Europe: quantifying confidence level from PRUDENCE results, Clim. Dynam., 25, 653–670, http://dx.doi.org/10.1007/s00382-005-0052-1doi:10.1007/s00382-005-0052-1, 2005. </reference>
		<reference numeration="7" content_type="text"> Déqué, M., Rowell, D P., Lüthi, D., Giorgi, F., Christensen, J H., Rockel, B., Jacob, D., Kjellström, E., de~Castro, M., and van~den Hurk, B.: An intercomparison of regional climate simulations for Europe: assessing uncertainties in model projections, Climatic Change, 81, 53–70, http://dx.doi.org/10.1007/s10584-006-9228-xdoi:10.1007/s10584-006-9228-x, 2007. </reference>
		<reference numeration="8" content_type="text"> Dudhia, J.: Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model, J. Atmos. Sci., 46, 3077–3107, 1989. </reference>
		<reference numeration="9" content_type="text"> Dudhia, J.: A Nonhydrostatic Version of the Penn StateNCAR Mesoscale Model: Validation Tests and Simulation of an Atlantic Cyclone and Cold Front, Mon. Weather Rev., 121, 1493–1513, 1993. </reference>
		<reference numeration="10" content_type="text"> Fernández, J., Montávez, J P., Saenz, J., González-Rouco, J F., and Zorita, E.: Sensitivity of the MM5 mesoscale model to physical parameterizations for regional climate studies: Annual cycle, J. Geophys. Res.-Atmos., 112, D04101, http://dx.doi.org/10.1029/2005JD006649doi:10.1029/2005JD006649, 2007. </reference>
		<reference numeration="11" content_type="text"> Font-Tullot, I.: Climatología de España y Portugal, Ediciones Universidad de Salamanca, Salamanca, 2nd~edition, 2000. </reference>
		<reference numeration="12" content_type="text"> Frei, C., Christensen, J. H., Déqué, M., Jacob, D., Jones, R. G., and Vidale, P. L.: Daily precipitation statistics in regional climate models: Evaluation and intercomparison for the European Alps, J. Geophys. Res., 108(D3), 4124, http://dx.doi.org/10.1029/2002JD002287doi:10.1029/2002JD002287, 2003. </reference>
		<reference numeration="13" content_type="text"> Giorgi, F. and Bi, X.: Updated regional precipitation and temperature changes for the 21st~century from ensembles of recent AOGCM simulations, Geophys. Res. Lett., 32, L21715, http://dx.doi.org/10.1029/2005GL024288doi:10.1029/2005GL024288, 2005. </reference>
		<reference numeration="14" content_type="text"> Gleckler, P. J., Taylor, K. E., and Doutriaux, C.: Performance metrics for climate models, J. Geophys. Res., 113, D06104, http://dx.doi.org/10.1029/2007JD008972doi:10.1029/2007JD008972, 2008. </reference>
		<reference numeration="15" content_type="text"> Gómez-Navarro, J J., Montávez, J P., Jiménez-Guerrero, P., Jerez, S., Garcia-Valero, J A., and González-Rouco, J F.: Warming patterns in regional climate change projections over the Iberian Peninsula, Meteorol. Zeit., 19, 275–285, 2010. </reference>
		<reference numeration="16" content_type="text"> González-Rouco, F., von Storch, H., and Zorita, E.: Deep soil temperature as proxy for surface air-temperature in a coupled model simulation of the last thousand years, Geophys. Res. Lett., 30(21), 2116, http://dx.doi.org/10.1029/2003GL018264doi:10.1029/2003GL018264, 2003. </reference>
		<reference numeration="17" content_type="text"> González-Rouco, J. F., Beltrami, H., Zorita, E., and Stevens, M. B.: Borehole climatology: a discussion based on contributions from climate modeling, Clim. Past, 5, 97–127, http://dx.doi.org/10.5194/cp-5-97-2009doi:10.5194/cp-5-97-2009, 2009. </reference>
		<reference numeration="18" content_type="text"> Graham, L P., Olsson, J., Kjellström, E., Rosberg, J., Hellström, S.-S., and Berndtsson, R.: Simulating river flow to the Baltic Sea from climate simulations over the past millennium, 5th~Study Conference on BALTEX, Kuressaare, Estonia, 4–8~June~2007, Boreal Environ. Res., 14, 173–182, 2009. </reference>
		<reference numeration="19" content_type="text"> Grell, G A.: Prognostic evaluation of assumptions used by cumulus parameterizations, Mon. Weather Rev., 121, 764–787, 1993. </reference>
		<reference numeration="20" content_type="text"> Grell, G. A., Dudhia, J., and Stauffer, D. R.: A description of the fifth-generation Penn State/NCAR Mesoscale Model (MM5), Tech. Rep NCAR/TN-398+STR, National Center for Atmospheric Research, Colorado, 1994. </reference>
		<reference numeration="21" content_type="text"> Haylock, M R., Hofstra, N., Tank, A. M. G K., Klok, E J., Jones, P D., and New, M.: A European daily high-resolution gridded data set of surface temperature and precipitation for 1950–2006, J. Geophys. Res.-Atmos., 113, D20119, http://dx.doi.org/10.1029/2008JD010201doi:10.1029/2008JD010201, 2008. </reference>
		<reference numeration="22" content_type="text"> Hofstra, N., Haylock, M., New, M., and Jones, P. D.: Testing E-OBS European high-resolution gridded data set of daily precipitation and surface temperature, J. Geophys. Res., 114, D21101, http://dx.doi.org/10.1029/2009JD011799doi:10.1029/2009JD011799, 2009. </reference>
		<reference numeration="23" content_type="text"> Hong, S Y. and Pan, H L.: Nonlocal boundary layer vertical diffusion in a medium–range forecast model, Mon. Weather Rev., 124, 2322–2339, 1996. </reference>
		<reference numeration="24" content_type="text"> Hostetler, S., Bartlein, P., Clark, P., Small, E., and Solomon, A.: Simulated influences of Lake Agassiz on the climate of central North America 11,000~years ago, Nature, 405, 334–337, 2000. </reference>
		<reference numeration="25" content_type="text"> Huybers, P. and Curry, W.: Links between annual, Milankovitch and continuum temperature variability, Nature, 441, 329–332, http://dx.doi.org/10.1038/nature04745doi:10.1038/nature04745, 2006. </reference>
		<reference numeration="26" 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, Cambridge University Press, New York, 2007. </reference>
		<reference numeration="27" content_type="text"> Jerez, S., Montávez, J P., Gómez-Navarro, J J., Jiménez-Guerrero, P., Jiménez, J M., and González-Rouco, J F.: Temperature sensitivity to the land-surface model in MM5 climate simulations over the Iberian Peninsula, Meteorol. Z., 19, 1–12, 2010. </reference>
		<reference numeration="28" content_type="text"> Jones, P., Osborn, T., and Briffa, K.: The evolution of climate over the last millennium, Science, 292, 662–667, 2001. </reference>
		<reference numeration="29" content_type="text"> Jones, P D., Briffa, K R., Osborn, T J., Lough, J M., van Ommen, T D., Vinther, B M., Lutherbacher, J., Wahl, E R., Zwiers, F W., Mann, M E., Schmidt, G A., Ammann, C M., Buckley, B M., Cobb, K M., Esper, J., Goosse, H., Graham, N., Jansen, E., Kiefer, T., Kull, C., Kuettel, M., Mosley-Thompson, E., Overpeck, J T., Riedwyl, N., Schulz, M., Tudhope, A W., Villalba, R., Wanner, H., Wolff, E., and Xoplaki, E.: High-resolution palaeoclimatology of the last millennium: a review of current status and future prospects, Holocene, 19, 3–49, http://dx.doi.org/10.1177/0959683608098952doi:10.1177/0959683608098952, 2009. </reference>
		<reference numeration="30" content_type="text"> Jungclaus, J. H., Lorenz, S. J., Timmreck, C., Reick, C. H., Brovkin, V., Six, K., Segschneider, J., Giorgetta, M. A., Crowley, T. J., Pongratz, J., Krivova, N. A., Vieira, L. E., Solanki, S. K., Klocke, D., Botzet, M., Esch, M., Gayler, V., Haak, H., Raddatz, T. J., Roeckner, E., Schnur, R., Widmann, H., Claussen, M., Stevens, B., and Marotzke, J.: Climate and carbon-cycle variability over the last millennium, Clim. Past, 6, 723–737, http://dx.doi.org/10.5194/cp-6-723-2010doi:10.5194/cp-6-723-2010, 2010. </reference>
		<reference numeration="31" 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., Leetmaa, A., and Reynolds, R.: The NCEP/NCAR 40-Year Reanalysis Project, B. Am. Meteorol. Soc., 77, 437–470, 1996. </reference>
		<reference numeration="32" content_type="text"> Kjellström, E., Brandefelt, J., Näslund, J.-O., Smith, B., Strandberg, G., Voelker, A. H L., and Wohlfarth, B.: Simulated climate conditions in Europe during the Marine Isotope Stage~3 stadial, Boreas, 39, 436–456, http://dx.doi.org/10.1111/j.1502-3885.2010.00143.xdoi:10.1111/j.1502-3885.2010.00143.x, 2010. </reference>
		<reference numeration="33" content_type="text"> Kleidon, A., Fraedrich, K., and Heimann, M.: A green planet versus a desert world: estimating the maximum effect of vegetation on the land surface climate, Climatic Change, 44, 471–493, 2000. </reference>
		<reference numeration="34" content_type="text"> Krivova, N. A. and Solanki, S. K.: Models of solar irradiance variations: Current status, J. Astrophys. Astron., 29, 151–158, 2008. </reference>
		<reference numeration="35" content_type="text"> Legutke, S. and Voss, R.: The Hamburg atmosphere-ocean coupled circulation model ECHO-G, Tech. rep., DKRZ, Hamburg, Germany, 1999. </reference>
		<reference numeration="36" content_type="text"> Luterbacher, J., Xoplaki, E., Dietrich, D., Jones, P., Davies, T., Portis, D., González-Rouco, J., Von Storch, H., Gyalistras, D., Casty, C., and Wanner, H.: Extending North Atlantic oscillation reconstructions back to 1500, Atmos. Sci. Lett., 2, 114–124, 2002. </reference>
		<reference numeration="37" content_type="text"> Luterbacher, J., Dietrich, D., Xoplaki, E., Grosjean, M., and Wanner, H.: European seasonal and annual temperature variability, trends, and extremes since~1500, Science, 303, 1499–1503, 2004. </reference>
		<reference numeration="38" content_type="text"> Luterbacher, J., Gómez-Navarro, J J., Montávez, J P., González-Rouco, J F., Werner, J G., and Zorita, E.: Comparison of century-long regional climate experiments with proxy based climate reconstructions over the Iberian Peninsula (Invited), in: AGU Fall Meeting Abstracts, vol 1, PP53A–04~pp., 2010. </reference>
		<reference numeration="39" content_type="text"> Mann, M E., Zhang, Z., Hughes, M K., Bradley, R S., Miller, S K., Rutherford, S., and Ni, F.: Proxy-based reconstructions of hemispheric and global surface temperature variations over the past two millennia, P. Natl. Acad. Sci. USA, 105, 13252–13257, http://dx.doi.org/10.1073/pnas.0805721105doi:10.1073/pnas.0805721105, 2008. </reference>
		<reference numeration="40" content_type="text"> Mlawer, E J., Taubman, S J., Brown, P D., Iacono, M J., and Clough, S A.: Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated- model for the longwave, J. Geophys. Res., 102, 16663–16682, 1997. </reference>
		<reference numeration="41" content_type="text"> Montávez, J P., Fernández, J., González-Rouco, J F., Saenz, J., Zorita, E., and Valero, F.: Climate change projections over the Iberian Peninsula, in: V~Asamblea Hispano Portuguesa de geodesia y geof\&apos;isica, Ministerio de Medio Ambiente, Sevilla, 2006. </reference>
		<reference numeration="42" content_type="text"> Pauling, A., Luterbacher, J., Casty, C., and Wanner, H.: Five hundred years of gridded high-resolution precipitation reconstructions over Europe and the connection to large-scale circulation , Clim. Dynam., 26, 387–405, http://dx.doi.org/10.1007/s00382-005-0090-8doi:10.1007/s00382-005-0090-8, 2006. </reference>
		<reference numeration="43" content_type="text"> Renssen, H., Isarin, R., Jacob, D., Podzun, R., and Vandenberghe, J.: Simulation of the Younger Dryas climate in Europe using a regional climate model nested in an AGCM: preliminary results, Workshop on Rapid Climatic Warming at the End of the Last Glacial – Palaeodata Analysis and Climate Modeling, Haarlem, The Netherlands, 22-~24~February~2000, Global Planet. Change, 30, 41–57, 2001. </reference>
		<reference numeration="44" content_type="text"> Stevens, M., González-Rouco, J., and Beltrami, H.: North american climate of the last millennium: underground temperatures and model comparison, J. Geophys. Res.-Earth, 113, F01008, http://dx.doi.org/10.1029/2006JF000705doi:10.1029/2006JF000705, 2008. </reference>
		<reference numeration="45" content_type="text"> Strandberg, G., Brandefelt, J., Kjellström, E., and Smith, B.: High-resolution regional simulation of last glacial maximum climate in Europe, Tellus~A, 63, 107–125, 2011. </reference>
		<reference numeration="46" content_type="text"> Swingedouw, D., Terray, L., Cassou, C., Voldoire, A., Salas-Mélia, D., and Servonnat, J.: Natural forcing of climate during the last millennium: fingerprint of solar variability. Low frequency solar forcing and NAO, Clim. Dynam., http://dx.doi.org/10.1007/s00382-010-0803-5doi:10.1007/s00382-010-0803-5, in press, 2010. </reference>
		<reference numeration="47" content_type="text"> Taylor, K.: Summarizing multiple aspects of model performance in a single diagram., J. Geophys. Res.-Atmos., 106, 7183–7192, 2001. </reference>
		<reference numeration="48" content_type="text"> Tett, S. F B., Betts, R., Crowley, T J., Gregory, J., Johns, T C., Jones, A., Osborn, T J., Oestroem, E., Roberts, D L., and Woodage, M J.: The impact of natural and anthropogenic forcings on climate and hydrology since 1550, Clim. Dynam., 28, 3–34, 2007. </reference>
		<reference numeration="49" content_type="text"> Trigo, R., Pozo-Vazquez, D., Osborn, T., Castro-Diez, Y., Gamiz-Fortis, S., and Esteban-Parra, M.: North Atlantic oscillation influence on precipitation, river flow and water resources in the Iberian peninsula, Int. J. Climatol., 24, 925–944, http://dx.doi.org/10.1002/joc.1048doi:10.1002/joc.1048, 2004. </reference>
		<reference numeration="50" content_type="text"> Trouet, V., Esper, J., Graham, N E., Baker, A., Scourse, J D., and Frank, D C.: Persistent positive Norh Atlantic Oscillation model dominated the Medieval Climate Anomaly, Science, 324, 78–80, http://dx.doi.org/10.1126/science.1166349doi:10.1126/science.1166349, 2009. </reference>
		<reference numeration="51" content_type="text"> Ulbrich, U., Leckebusch, G., and Pinto, J.: Extra-tropical cyclones in the present and future climate: a review, Theor. Appl. Climatol., 96, 117–131, 2009. </reference>
		<reference numeration="52" content_type="text"> Uppala, S., Kallberg, P., Simmons, A., Andrae, U., Bechtold, V., Fiorino, M., Gibson, J., Haseler, J., Hernandez, A., Kelly, G., Li, X., Onogi, K., Saarinen, S., Sokka, N., Allan, R., Andersson, E., Arpe, K., Balmaseda, M., Beljaars, A., 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., Isaksen, L., Janssen, P., Jenne, R., McNally, A., Mahfouf, J., Morcrette, J., Rayner, N., Saunders, R., Simon, P., Sterl, A., Trenberth, K., Untch, A., Vasiljevic, D., Viterbo, P., and Woollen, J.: The ERA-40 re-analysis, Q. J. Roy. Meteor. Soc., 131, 2961–3012, http://dx.doi.org/10.1256/qj.04.176doi:10.1256/qj.04.176, 2005. </reference>
		<reference numeration="53" content_type="text"> van der Linden, P. and Mitchell, J. F. B.: ENSEMBLES: Climate Change and its Impacts: Summary of research and results from the ENSEMBLES projec, Met Office Hadley Centre, FitzRoy Road, Exeter, UK, 2009. </reference>
		<reference numeration="54" content_type="text"> von Storch, H. and Zwiers, F.: Statistical Analysis in Climate Research, Cambridge University Press, 1999. </reference>
		<reference numeration="55" content_type="text"> Yoshimori, E M., Stocker, T F., Raible, C., and Renold, M.: Externally forced and internal variability in ensemble climate simulations of the Maunder Minimum, J. Climate, 18, 4253–4270, 2005. </reference>
		<reference numeration="56" content_type="text"> Zorita, E., González-Rouco, J F., von Storch, H., Montávez, J P., and Valero, F.: Natural and anthropogenic modes of surface temperature variations in the last thousand years, Geophys. Res. Lett., 32, 755–762, 2005. </reference>
		<reference numeration="57" content_type="text"> Zorita, E., Moberg, A., Leijonhufvud, L., Wilson, R., Brázdil, R., Dobrovolný, P., Luterbacher, J., Böhm, R., Pfister, C., Riemann, D., Glaser, R., Söderberg, J., and González-Rouco, F.: European temperature records of the past five centuries based on documentary information compared to climate simulations, Climatic Change, 101, 143–168, http://dx.doi.org/10.1007/s10584-010-9824-7doi:10.1007/s10584-010-9824-7, 2010. </reference>
	</references>
</article>

