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	<journal>
		<journal_title>Atmospheric Chemistry and Physics</journal_title>
		<journal_url>www.atmos-chem-phys.net</journal_url>
		<issn>1680-7316</issn>
		<eissn>1680-7324</eissn>
		<volume_number>6</volume_number>
		<issue_number>12</issue_number>
		<publication_year>2006</publication_year>
	</journal>
	<doi>10.5194/acp-6-5369-2006</doi>
	<article_url>http://www.atmos-chem-phys.net/6/5369/2006/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/6/5369/2006/acp-6-5369-2006.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/6/5369/2006/acp-6-5369-2006.pdf</fulltext_pdf>
	<start_page>5369</start_page>
	<end_page>5380</end_page>
	<publication_date>2006-11-29</publication_date>
	<article_title content_type="html">Stratospheric variability and trends in models used for the IPCC AR4</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>E. C. Cordero</name>
			<email>cordero@met.sjsu.edu</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>P. M. de F. Forster</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Meteorology, San Jose State University, San Jose, CA 95192-0104, USA</affiliation>
		<affiliation numeration="2" content_type="html">School of Earth and Environment, University of Leeds, Leeds, LS2 9JT, UK</affiliation>
	</affiliations>
	<abstract content_type="html">Atmosphere and ocean general circulation model (AOGCM) experiments for the
Intergovernmental Panel on Climate Change Fourth Assessment Report (AR4) are
analyzed to better understand model variability and assess the importance of
various forcing mechanisms on stratospheric trends during the 20th
century. While models represent the climatology of the stratosphere
reasonably well in comparison with NCEP reanalysis, there are biases and
large variability among models. In general, AOGCMs are cooler than NCEP
throughout the stratosphere, with the largest differences in the tropics.
Around half the AOGCMs have a top level beneath ~2 hPa and show a
significant cold bias in their upper levels (~10 hPa) compared to
NCEP, suggesting that these models may have compromised simulations near 10
hPa due to a low model top or insufficient stratospheric levels. In the
lower stratosphere (50 hPa), the temperature variability associated with
large volcanic eruptions is absent in about half of the models, and in the
models that do include volcanic aerosols, half of those significantly
overestimate the observed warming. There is general agreement on the
vertical structure of temperature trends over the last few decades,
differences between models are explained by the inclusion of different
forcing mechanisms, such as stratospheric ozone depletion and volcanic
aerosols. However, even when human and natural forcing agents are included
in the simulations, significant differences remain between observations and
model trends, particularly in the upper tropical troposphere (200 hPa&amp;ndash;100 hPa),
where, since 1979, models show a warming trend and the observations a
cooling trend.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Austin, J. , Shindell, D., Beagley, S. R., Brühl, C., Dameris, M., Manzini, E., Nagashima, T., Newman, P., Pawson, S., Pitari, G., Rozanov, E., Schnadt, C., and Shepherd, T. G.: Uncertainties and assessments of chemistry-climate models of the stratosphere, Atmos. Chem. Phys., 3, 1&amp;ndash;27, 2003. </reference>
		<reference numeration="2" content_type="text"> Cordero, E. C. and Nathan, T .R.: A New Pathway for Communicating the 11-Year Solar Cycle Signal to the QBO, Geophys. Res. Lett., 32, L18805, doi:10.1029/2005GL023696, 2005. </reference>
		<reference numeration="3" content_type="text"> Folkins, I., Lowewenstein, M., Podolske, J. R., Oltmans, S. J., and Proffitt, M. H.: A barrier to vertical mixing at 14 km in the tropics: Evidence from ozonesondes and aircraft measurements, J. Geophys Res., 104, 22 095&amp;ndash;22 102, 1999. </reference>
		<reference numeration="4" content_type="text"> Forster, P. M. d. F., Blackburn, M., Glover, R., and Shine, K. P.: An examination of climate sensitivity for idealised climate experiments in an intermediate general circulation model, Clim. Dyn., 16, 833&amp;ndash;849, 2000. </reference>
		<reference numeration="5" content_type="text"> Forster, P. M. d. F. and Collins, M.: Quantifying the water vapour feedback associated with post-Pinatubo global cooling, Clim. Dyn., 23, 207&amp;ndash;214, 2004. </reference>
		<reference numeration="6" content_type="text"> Forster, P. M. d. F., Freckleton, R. S., and Shine, K. P.: On aspects of the concept of radiative forcing, Clim. Dyn., 13, 547&amp;ndash;560, 1997. </reference>
		<reference numeration="7" content_type="text"> Forster, P. M. d. F. and Shine, K. P.: Assessing the climate impact and its uncertainty for trends in stratospheric water vapor, Geophys. Res. Lett., 29, 6, doi:1029/2001GL013909, 2002. </reference>
		<reference numeration="8" content_type="text"> Free, M. and Angell, J. K.: Effect of volcanoes on the vertical temperature profile in radiosonde data, J. Geophys Res., 107(D10), 4101, doi:1029/2001JD001128, 2002. </reference>
		<reference numeration="9" content_type="text"> Free, M., Angell, J. K., Durre, I., Lanzante, J. R., Peterson, T. C., and Seidel, D. J.: Using first differences to reduce inhomogeneity in radiosonde temperature datasets, J. Climate, 17, 4171&amp;ndash;4179, 2004. </reference>
		<reference numeration="10" content_type="text"> Free, M., Seidel, D. J., Angell, J. K., Lanzante, J., Durre, I., and Peterson, T. C.: Radiosonde atmospheric temperature products for assessing climate (RATPAC): a new dataset of large-area anomaly time series, J. Geophys Res., 110, D22101, doi:10.1029/2005JD006169, 2005. </reference>
		<reference numeration="11" content_type="text"> Fu, Q., Johanson, C. M., Warren, S. G., and Seidel, D. J.: Contribution of stratospheric cooling to satellite-inferred tropospheric temperature trends, Nature, 429, 55&amp;ndash;58, 2004. </reference>
		<reference numeration="12" content_type="text"> Gettelman, A. and Forster, P. M. d. F.: Definition and climatology of the tropical tropopause layer, J. Meteor. Soc. Japan, 80, 911&amp;ndash;924, 2002. </reference>
		<reference numeration="13" content_type="text"> Gillett, N. P., Allen, M. R., McDonald, R. E., Senior, C. A., Shindell, D. T., and Schmidt, G. A.: How linear is the Arctic Oscillation response to greenhouse gases?, J. Geophys Res., 107, 4022, doi:10.1029/2001JD000589, 2002. </reference>
		<reference numeration="14" content_type="text"> Gillett, N. P. and Thompson, D. W.: Simulation of recent southern hemisphere climate change, Science, 302, 273&amp;ndash;275, 2003. </reference>
		<reference numeration="15" content_type="text"> Haigh, J. D.: Climate variability and the influence of the sun, Science, 294, 2109&amp;ndash;2111, 2001. </reference>
		<reference numeration="16" content_type="text"> Haigh, J. D., Blackburn, M., and Day, R.: The response of tropospheric circulation to perturbations in lower stratospheric temperature, J. Climate, 18, 3672&amp;ndash;3691, 2005. </reference>
		<reference numeration="17" content_type="text"> Hamilton, K., Wilson, R. J., and Hemler, R. S.: Middle atmosphere simulated with high vertical and horizontal resolution versions of a GCM: Improvements in the cold pole bias and generation of a QBO-like oscillation in the tropics, Atmos. Sci., 56, 3829&amp;ndash;3846, 1999. </reference>
		<reference numeration="18" content_type="text"> Houghton, J. T., Ding, Y., Griggs, D. J., Noguer, M., van der Linden, P. J., Dai, X., Maskell, K., and Johanson, C. A.: Climate Change 2001: the Scientific Basis, Cambridge University Press, 892 pp., 2001. </reference>
		<reference numeration="19" content_type="text"> IPCC: Climate Change 2001: The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, UK, 881 pp., 2001. </reference>
		<reference numeration="20" content_type="text"> Karl, T. R., Hassol, S. J., Miller, C. D., and Murray, W. L. (Eds.): Temperature Trends in the Lower Atmosphere: Steps for Understanding and Reconciling Differences, The climate change science program and the subcommittee on global change research, Washington, D.C., USA, 2006. </reference>
		<reference numeration="21" content_type="text"> Kistler, R., Kalnay, E., Collins, W., Saha, S., White, G., Woollen, J., Chelliah, M., Ebisuzaki, W., Kanamitsu, M., Kousky, V., Van der Dool, H., Jenne, R., and Fiorino, M.: The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation, Bull. Am. Met. Soc., 82, 247&amp;ndash;267, 2001. </reference>
		<reference numeration="22" content_type="text"> Mears, C. A., Schabel, M. C., and Wentz, F. J.: A reanalysis of the MSU channel 2 tropospheric temperature record, J. Climate, 16, 3650&amp;ndash;3664, 2003. </reference>
		<reference numeration="23" content_type="text"> Miller, R. L., Schmidt, G. A., and Shindell, D. T.: Forced annular variations in the 20th century Intergovernmental Panel on Climate Change Fourth Assessment Report models, J. Geophys. Res., 111, D18101, doi:10.1029/2005JD006323, 2006. </reference>
		<reference numeration="24" content_type="text"> Nathan, T. R. and Cordero, E. C.: An ozone-modified refractive index for vertically propagating planetary waves, J. Geophys. Res., in press, 2006. </reference>
		<reference numeration="25" content_type="text"> Newman, P. A. and Nash, E. R.: The unusual southern hemisphere stratosphere winter of 2002, J. Atmos. Sci., 62, 614&amp;ndash;628, 2005. </reference>
		<reference numeration="26" content_type="text"> NRC: Climate data records from environmental satellites, National Academy Press, 136 pp., 2004. </reference>
		<reference numeration="27" content_type="text"> Pawson, S., Kodera, K., Hamilton, K., et al.: The GCM-Reality intercomparison project for SPARC (GRIPS): Scientific issues and initial results, Bull. Amer. Meteor. Soc., 81, 781&amp;ndash;796, 2000. </reference>
		<reference numeration="28" content_type="text"> Ramaswamy, V., Chanin, M.-L., Angell, J., Barnett, J., Gaffen, D. J., Gelman, M., Keckhut, P., Koshelkov, Y., Labitzke, K., Lin, J.-J. R., O&apos;Neill, A., Nash, J., Randel, W., Rood, R., Shine, K., Shiotani, M., and Swinbank, R.: Stratospheric temperature trends: observations and models simulations, Rev. Geophys., 39, 71&amp;ndash;122, doi:1999RG000065, 2001. </reference>
		<reference numeration="29" content_type="text"> Ramaswamy, V., Schwarzkopf, M. D., Randel, W., Santer, B. D., Soden, B., and Stenchikov, G.: Anthropogenic and natural influences in the evolution of lower stratospheric cooling, Science, 311, 1138&amp;ndash;1141, 2006. </reference>
		<reference numeration="30" content_type="text"> Randel, W., Udelhofen, P., Fleming, E. L., Geller, M. A., Gelman, M., Hamilton, K., Karoly, D. J., Ortland, D. A., Pawson, S., Swinbank, R., Wu, F., Baldwin, M. P., Chanin, M.-L., Keckhut, P., Labitzke, K., Remsberg, E., Simmons, A. J., and Wu, D.: The SPARC Intercomparison of middle-atmosphere climatologies, J. Climate, 17, 986&amp;ndash;1003, 2004. </reference>
		<reference numeration="31" content_type="text"> Randel, W. J. and Wu, F.: Biases in stratospheric and troposheric temperature trends derived from historical radiosonde data, J. Climate, 19(10), 2094&amp;ndash;2104, 2006. </reference>
		<reference numeration="32" content_type="text"> Randel, W. J., Wu, F., Vömel, H., Nedoluha, H. G., and Forster, P. M. d. F.: Decreases in stratospheric water vapor since 2001: Links to changes in the tropical tropopause and the Brewer-Dobson circulation, J. Geophys Res., 111, D12312, doi:10.1029/2005JD006744, 2006. </reference>
		<reference numeration="33" content_type="text"> Rind, D.: Climatology: The sun&apos;s role in climate variations, Science, 296, 673&amp;ndash;677, 2002. </reference>
		<reference numeration="34" content_type="text"> Rind, D., Shindell, D., Perlwhitz, J., and Lerner, J.: The Relative Importance of Solar and Anthropogenic Forcing of Climate Change between the Maunder Minimum and the Present, J. Climate, 17, 906&amp;ndash;929, 2004. </reference>
		<reference numeration="35" content_type="text"> Santer, B. D., Sausen, R., Wigley, T. M. L., Boyle, J. S., AchutaRao, K., Doutriaux, C., Hansen, J. E., Meehl, G. A., Roeckner, E., Ruedy, R., Schmidt, G. A., and Taylor, K. E.: Behavior of tropopause height and atmospheric temperature in models, reanalyses and observations: Decadal changes, J. Geophys Res., 108, D14002, doi:10.1029/2002JD002258, 2003a. </reference>
		<reference numeration="36" content_type="text"> Santer, B. D., Wehner, M. F., Wigley, T. M. L., Sausen, R., Meehl, G. A., Taylor, K. E., Ammann, C., Arblaster, J., Washington, W. M., Boyle, J. S., and Bruggemann, W.: Contributions of anthropogenic and natural forcing to recent tropopause height changes, Science, 301, 479&amp;ndash;483, 2003b. </reference>
		<reference numeration="37" content_type="text"> Santer, B. D., Wigley, T. M. L., Mears, C., Wentz, F. J., Klein, S. A., Seidel, D. J., Taylor, K. E., Thorne, P. W., Wehner, M. F., Gleckler, P. J., Boyle, J. S., Collins, W. D., Dixon, K. W., Doutriaux, C., Free, M., Fu, Q., Hansen, J. E., Jones, G. S., Ruedy, R., Karl, T. R., Lanzante, J. R., Meehl, G. A., Ramaswamy, V., Russell, G., and Schmidt, G. A.: Amplification of surface temperature trends and variability in the tropical atmosphere, Science, 309, 1551&amp;ndash;1556, doi:10.1126/science.1114867, 2005. </reference>
		<reference numeration="38" content_type="text"> Seidel, D. J., Angell, J. K., Christy, J., Free, M., Klein, S. A., Lanzante, J. R., Mears, C., Parker, D. E., Schabel, M., Spencer, R., Sterin, A., Thorne, P. W., and Wentz, F. J.: Uncertainty in signals of large-scale climate variations in radiosonde and satellite upper-air temperature datasets, J. Climate, 17, 2225&amp;ndash;2240, 2004. </reference>
		<reference numeration="39" content_type="text"> Shepherd, T. G. and Shaw, T. A.: The angular momentum constraint on climate sensitivity and downward influence in the middle atmosphere, J. Atmos. Sci., 61, 2899&amp;ndash;2908, 2004. </reference>
		<reference numeration="40" content_type="text"> Shindell, D. T. and Schmidt, G. A.: Southern hemisphere climate response to ozone changes and greenhouse gas increases, Geophys. Res. Lett., 31, L18209, doi:10.1029/2004GL020724, 2004. </reference>
		<reference numeration="41" content_type="text"> Shine, K. P., Bourqui, M. S., Forster, P. M. F., et al.: A comparison of model-simulated trends in stratospheric temperature, Q. J. R. Met. Soc., 129, 1565&amp;ndash;1588, doi:10.1256/qj.02.186, 2003. </reference>
		<reference numeration="42" content_type="text"> Sigmond, M., Siegmund, P. C., Manzini, E., and Kelder, H.: A simulation of the separate climate effects of middle-atmosphere and tropospheric CO&lt;sub&gt;2&lt;/sub&gt; doubling, J. Climate, 17, 2352&amp;ndash;2367, 2004. </reference>
		<reference numeration="43" content_type="text"> Stenchikov, G., Hamiliton, K., Stouffer, R. J., Robock, A., Ramaswamy, V., Santer, B. D., and Graf, H.-F.: Arctic oscillation response to volcanic eruptions in the IPCC AR4 climate models, J. Geophys. Res., 111, D07107, doi:10.1029/2005JD006286, 2006. </reference>
		<reference numeration="44" content_type="text"> Stenchikov, G., Robock, A., Ramaswamy, V., Schwarzkopf, M. D., Hamiliton, K., and Ramachandran, S.: Arctic oscillation response to the 1991 Mount Pinatubo eruption: effects of volcanic aerosols and ozone depletion, J. Geophys Res., 107(D24), 4803, doi:10.1029/2002JD002090, 2002. </reference>
		<reference numeration="45" content_type="text"> Stuber, N., Ponater, M., and Sausen, R.: Is the climate sensitivity to ozone perturbations enhanced by stratospheric water vapor feedback, Geophys. Res. Lett., 28, 2887&amp;ndash;2890, 2001. </reference>
		<reference numeration="46" content_type="text"> Tett, S. F. B., Mitchell, J. F. B., Parker, D. H., and Allen, M. R.: Human influence on the atmospheric vertical temperature structure: Detection and observations, Science, 274, 1170&amp;ndash;1173, 1996. </reference>
		<reference numeration="47" content_type="text"> Thompson, D. W., Baldwin, M. P., and Solomon, S.: Stratosphere-troposphere coupling in the Southern Hemisphere, J. Atmos. Sci., 62, 708&amp;ndash;715, 2005. </reference>
		<reference numeration="48" content_type="text"> Thompson, D. W. and Solomon, S.: Recent stratospheric climate trends as evidenced in radiosonde data:Global structure and tropospheric linkages, J. Climate, 18, 4785&amp;ndash;4795, 2005. </reference>
		<reference numeration="49" content_type="text"> Thorne, P. W., Parker, D. E., Tett, S. F. B., Jones, P. D., McCarthy, M., Coleman, H., and Brohan, P.: Revisiting radiosonde upper air temperature from 1958 to 2002, J. Geophys. Res., 110, D18105, doi:10.1029/2004JD005753, 2005. </reference>
		<reference numeration="50" content_type="text"> Thuburn, J. and Craig, G. C.: Stratospheric influence on tropopause height: The radiative constraint, J. Atmos. Sci., 57, 17&amp;ndash;28, 2000. </reference>
		<reference numeration="51" content_type="text"> WMO: Scientific assessment of ozone depletion:2002. Global ozone research and monitoring project, Report number 47, 498, 2003. </reference>
	</references>
</article>

