<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.atmos-chem-phys.net/inc/acp/copernicus.dtd">
<article language="en">
	<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>8</volume_number>
		<issue_number>20</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acp-8-6103-2008</doi>
	<article_url>http://www.atmos-chem-phys.net/8/6103/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/8/6103/2008/acp-8-6103-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/8/6103/2008/acp-8-6103-2008.pdf</fulltext_pdf>
	<start_page>6103</start_page>
	<end_page>6116</end_page>
	<publication_date>2008-10-22</publication_date>
	<article_title content_type="html">Assimilation of stratospheric and mesospheric temperatures from MLS and SABER into a global NWP model</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>K. W. Hoppel</name>
		</author>
		<author numeration="2" affiliations="2">
			<name>N. L. Baker</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>L. Coy</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>S. D. Eckermann</name>
		</author>
		<author numeration="5" affiliations="3">
			<name>J. P. McCormack</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>G. E. Nedoluha</name>
		</author>
		<author numeration="7" affiliations="3">
			<name>D. E. Siskind</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Remote Sensing Division, Naval Research Laboratory, Washington DC, USA</affiliation>
		<affiliation numeration="2" content_type="html">Marine Meteorology Division, Naval Research Laboratory, Monterey, CA, USA</affiliation>
		<affiliation numeration="3" content_type="html">Space Science Division, Naval Research Laboratory, Washington DC, USA</affiliation>
	</affiliations>
	<abstract content_type="html">The forecast model and three-dimensional variational data assimilation
components of the Navy Operational Global Atmospheric Prediction System
(NOGAPS) have each been extended into the upper stratosphere and mesosphere
to form an Advanced Level Physics High Altitude (ALPHA) version of NOGAPS
extending to ~100 km. This NOGAPS-ALPHA NWP prototype is used to
assimilate stratospheric and mesospheric temperature data from the Microwave
Limb Sounder (MLS) and the Sounding of the Atmosphere using Broadband
Emission Radiometry (SABER) instruments. A 60-day analysis period in January
and February 2006, was chosen that includes a well documented stratospheric
sudden warming. SABER and MLS temperatures indicate that the SSW caused the
polar winter stratopause at ~40 km to disappear, then reform at
~80 km altitude and slowly descend during February. The NOGAPS-ALPHA
analysis reproduces this observed stratospheric and mesospheric temperature
structure, as well as realistic evolution of zonal winds, residual
velocities, and Eliassen-Palm fluxes that aid interpretation of the
vertically deep circulation and eddy flux anomalies that developed in
response to this wave-breaking event. The observation minus forecast (O-F)
standard deviations for MLS and SABER are ~2 K in the mid-stratosphere
and increase monotonically to about 6 K in the upper mesosphere. Increasing
O-F standard deviations in the mesosphere are expected due to increasing
instrument error and increasing geophysical variance at small spatial scales
in the forecast model. In the mid/high latitude winter regions, 10-day
forecast skill is improved throughout the upper stratosphere and mesosphere
when the model is initialized using the high-altitude analysis based on
assimilation of both SABER and MLS data.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Alexander, M. J., Gille, J. C., Cavanaugh, C., Coffey, M. T., Craig, C., Eden, T., Francis, G., Halvorsen, C., Hannigan, J. W., Khosravi,R., Kinnison, D. E., Lee, H., Massie, S. T., Nardi, B., Barnett, J. J., Hepplewhite, C., Lambert, A., and Dean, V.: Global estimates of gravity wave momentum flux from High Resolution Dynamics Limb Sounder (HIRDLS) observations, J. Geophys. Res., 113, D15S18, doi:10.1029/2007JD008807, 2008. </reference>
		<reference numeration="2" content_type="text"> Allen, D. R., Coy, L., Eckermann, S. D., McCormack, J. P., Manney, G. L., Hogan, T. F., and Kim, Y.-J.: NOGAPS-ALPHA simulations of the 2002 Southern Hemisphere stratospheric major warming, Mon. Weather Rev., 134, 498–518, 2006. </reference>
		<reference numeration="3" content_type="text"> Baker, N. L., Hogan, T. F., Campbell, W. F., Pauley, R. L., and Swadley, S. D.: The impact of the AMSU-A radiance assimilation in the US Navy&apos;s Operational Global Atmospheric Prediction System (NOGAPS), Naval Research Laboratory, NRL/MR/7500-05-8836, 2005. </reference>
		<reference numeration="4" content_type="text"> Baker, N. L., Goerss, J., Sashegyi, K., Pauley, P., Langland, R., Xu, L., Blankenship, C., Campbell, B., and Ruston, B.: An overview of the NRL Atmospheric Variational Data Assimilation (NAVDAS) and NAVDAS-AR (Accelerated Representer) Systems, 18th AMS conference on Numerical Weather Prediction, 25–29 June, Park City, UT, Paper 2B.1, 6 pp., online available at: http://ams.confex.com/ams/pdfpapers/124031.pdf, 2007. </reference>
		<reference numeration="5" content_type="text"> Ballish, B., Cao, X., Kalnay, E., and Kanamitsu, M.: Incremental nonlinear normal-mode initialization, Mon. Weather Rev., 120, 1723–1734, 1992. </reference>
		<reference numeration="6" content_type="text"> Bloom, S., da Silva, A., Dee, D., Bosilovich, M., Chern, J.-D., Pawson, S., Schubert, S., Sienkiewicz, M., Stajner, I., Tan, W.-W., and Wu, M.-L.: Documentation and Validation of the Goddard Earth Observing System (GEOS) Data Assimilation System – Version 4, Technical Report Series on Global Modeling and Data Assimilation 104606, 26, online available at: http://gmao.gsfc.nasa.gov/pubs/docs/Bloom168.pdf, 2005. </reference>
		<reference numeration="7" content_type="text"> Chou, M.-D. and Suarez, M. J.: A solar radiation parameterization for atmospheric studies, NASA Tech. Memo. NASA/TM-1999-104606, 15, Technical Report Series on Global Modeling and Data Assimilation, edited by: Suarez, M. J., online available at: http://ntrs.nasa.gov, 40 pp., 1999. </reference>
		<reference numeration="8" content_type="text"> Chou, M.-D., Suarez, M. J., Liang, X.-Z., and Yan, M. M.-H.: A thermal infrared radiation parameterization for atmospheric studies, NASA Tech. Memo. NASA/TM-2001-104606, 19, Technical Report Series on Global Modeling and Data Assimilation, edited by: Suarez, M. J., online available at: http://ntrs.nasa.gov, 56 pp., 2001. </reference>
		<reference numeration="9" content_type="text"> Coy, L., Allen, D. R., Eckermann, S. D., McCormack, J. P., Stajner, I., and Hogan, T. F.: Effects of model chemistry and data biases on stratospheric ozone assimilation, Atmos. Chem. Phys., 7, 2917–2935, 2007. </reference>
		<reference numeration="10" content_type="text"> Coy, L., Eckermann, S. D., and Hoppel, K. W.: Planetary wave breaking and tropospheric forcing as seen in the stratospheric sudden warming of 2006, J. Atmos. Sci., doi:10.1175/2008JAS2784.1, 2008. </reference>
		<reference numeration="11" content_type="text"> Daley, R.: Atmospheric Data Analysis, Cambridge University Press, Cambridge, 457 pp., 1991. </reference>
		<reference numeration="12" content_type="text"> Daley, R. and Barker, E.: NAVDAS Source Book 2001, NRL/PU/7530-01-444, Available from the Naval Research Laboratory, Monterey, CA, USA, online available at: http://www.nrlmry.navy.mil/sec7531.htm, 163 pp., 2001. </reference>
		<reference numeration="13" content_type="text"> Dee, D. P. and da Silva, A. M.: The choice of variable for atmospheric moisture analysis, Mon. Weather Rev., 131, 155–171, 2003. </reference>
		<reference numeration="14" content_type="text"> Eckermann, S. D., McCormack, J. P., Coy, L., Allen, D., Hogan, T., and Kim, Y.-J.: NOGAPS-ALPHA: A prototype high altitude global NWP model, Preprint Vol. Symposium on the 50th Anniversary of Operational Numerical Weather Prediction, American Meteorological Society, University of Maryland, College Park, MD, USA, 14–17 June 2004, Paper P2.6, online available at: http://uap-www.nrl.navy.mil/dynamics/papers/Eckermann_P2.6-reprint.pdf, 23 pp., 2004. </reference>
		<reference numeration="15" content_type="text"> Eckermann S. D., Broutman, D., Stollberg, M. T., Ma, J., McCormack, J. P., and Hogan, T. F.: Atmospheric effects of the total solar eclipse of 4 December 2002 simulated with a high-altitude global model, J. Geophys. Res., 112, D14105, doi:10.1029/2006JD007880, 2007. </reference>
		<reference numeration="16" content_type="text"> Eckermann, S. D.: Hybrid σ-p coordinate choices for a global model, Mon. Weather Rev., doi:10.1175/2008MWR2537.1, 2008a. </reference>
		<reference numeration="17" content_type="text"> Eckermann, S. D., Hoppel, K. W., Coy, L., McCormack, J. P., Siskind, D. E., Nielsen, K., Kochenash, A., Stevens, M. H., Englert, C. R., and Hervig, M.: High-altitude data assimilation system experiments for the northern summer mesosphere season of 2007, J. Atmos. Sol.-Terr. Phys. (accepted), 2008b. </reference>
		<reference numeration="18" content_type="text"> Emanuel, K. A. and Zivkovic-Rothman, M.: Development and evaluation of a convection scheme for use in climate models, J. Atmos. Sci., 56, 1766–1782, 1999. </reference>
		<reference numeration="19" content_type="text"> Errico, R. M., Barker, E. H., and Gelaro, R.: A determination of balanced normal modes for two models, Mon. Weather Rev., 116, 2717–2724, 1988. </reference>
		<reference numeration="20" content_type="text"> Fomichev, V. I., Blanchet, J.-P., and Turner, D. S.: Matrix parameterization of the 15 μm CO&lt;sub&gt;2&lt;/sub&gt; band cooling in the middle and upper atmosphere for variable CO&lt;sub&gt;2&lt;/sub&gt; concentration, J. Geophys. Res., 103, 11 505–11 528, 1998. </reference>
		<reference numeration="21" content_type="text"> Fomichev V. I., Ogibalov, V. P., and Beagley, S. R.: Solar heating by the near-IR CO&lt;sub&gt;2&lt;/sub&gt; bands in the mesosphere, Geophys. Res. Lett., 31, L21102, doi:10.1029/2004GL020324, 2004. </reference>
		<reference numeration="22" content_type="text"> Garcia, R. R., Marsh, D. R., Kinnison, D. E., Boville, B. A., and Sassi, F.: Simulation of secular trends in the middle atmosphere, 1950–2003, J. Geophys. Res., 112, D09301, doi:10.1029/2006JD007485, 2007. </reference>
		<reference numeration="23" content_type="text"> Han, Y., Weng, F., Liu, Q., and van Delst, P.: A fast radiative transfer model for SSMIS upper atmosphere sounding channels, J. Geophys. Res., 112, D11121, doi:10.1029/2006JD008208, 2007. </reference>
		<reference numeration="24" content_type="text"> Harshvardhan, Davies, R., Randall, D., and Corsetti, T.: A fast radiation parameterization for atmospheric circulation models, J. Geophys. Res., 92, 1009–1016, 1987. </reference>
		<reference numeration="25" content_type="text"> Hoffmann, P., Singer, W., Keuer, D., Hocking, W. K., Kunze, M., and Murayama, Y.: Latitudinal and longitudinal variability of mesospheric winds and temperatures during stratospheric warming events, J. Atmos. Sol.-Terr. Phys., 69, 947–961, doi:10.1016/j.jastp.2007.06.010, 2007. </reference>
		<reference numeration="26" content_type="text"> Hogan, T. F.: Land surface modeling in the Navy Operational Global Atmospheric Prediction System, Paper 11B.1, Preprint Vol., 22nd AMS Conference on Weather Analysis and Forecasting/18th Conference on Numerical Weather Prediction, Park City, UT, USA, 25–29 June 2007, online available at: http://ams.confex.com/ams/22WAF18NWP/techprogram/paper_123403.htm, 2007. </reference>
		<reference numeration="27" content_type="text"> Hogan, T. F. and Rosmond, T. E.: The description of the Navy Operational Global Atmospheric Prediction System&apos;s spectral forecast model, Mon. Weather Rev. 119, 1186–1815. 1991. </reference>
		<reference numeration="28" content_type="text"> Hogan, T. F., Rosmond, T. E., and Gelaro, R.: The NOGAPS forecast model: a technical description, Naval Oceanographic and Atmospheric Research Laboratory Report No. 13, 219 pp., 1991. </reference>
		<reference numeration="29" content_type="text"> Jung, T. and Leutbecher, M.: Performance of the ECMWF forecasting system in the Arctic during winter, Q. J. Roy Meteor. Soc., 133, doi:10.1002/qj.99, 1327–1340, 2007. </reference>
		<reference numeration="30" content_type="text"> Koshyk, J. N., Boville, B. A., Hamilton, K., Manzini, E., and Shibata, K.: Kinetic energy spectrum of horizontal motions in middle-atmosphere models, J. Geophys. Res., 104(D22), 27 177–27 190, 1999. </reference>
		<reference numeration="31" content_type="text"> Kutepov, A. A., Feofilov, A. G., Marshall, B. T., Gordley, L. L., Pesnell, W. D., Goldberg, R. A., and Russell III, J. M.: SABER temperature observations in the summer polar mesosphere and lower thermosphere: Importance of accounting for the CO$_2 \nu_2$ quanta V–V exchange, Geophys. Res. Lett., 33, L21809, doi:10.1029/2006GL026591, 2006. </reference>
		<reference numeration="32" content_type="text"> Manney, G. L., Daffer, W. H., Strawbridge, K. B., Walker, K. A., Boone, C. D., Bernath, P. F., Kerzenmacher, T., Schwartz, M. J., Strong, K., Sica, R. J., Krüger, K., Pumphrey, H. C., Lambert, A., Santee, M. L., Livesey, N. J., Remsberg, E. E., Mlynczak, M. G., and Russell III, J. R.: The high Arctic in extreme winters: vortex, temperature, and MLS and ACE-FTS trace gas evolution, Atmos. Chem. Phys., 8, 505–522, 2008a. </reference>
		<reference numeration="33" content_type="text"> Manney, G. L., Kruger, K., Pawson, S., Schwartz, M. J., Daffer, W. H., Livesey, N. J., Mlynczak, M. G., Remsberg, E. E., Russell III, J. M., and Waters, J. W.: The evolution of the stratopause during the 2006 major warming: Satellite data and assimilated meteorological analyses, J. Geophys. Res., 113, D11115, doi:10.1029/2007JD009097, 2008b. </reference>
		<reference numeration="34" content_type="text"> McCormack, J. P., Eckermann, S. D., Coy, L., Allen, D. R., Kim, Y.-J., Hogan, T., Lawrence, B., Stephens, A., Browell, E. V., Burris, J., McGee, T., and Trepte, C. R.: NOGAPS-ALPHA model simulations of stratospheric ozone during the SOLVE2 campaign, Atmos. Chem. Phys., 4, 2401–2423, 2004. </reference>
		<reference numeration="35" content_type="text"> McCormack, J. P., Eckermann, S. D., Siskind, D. E., and McGee, T. J.: CHEM2D-OPP: A new linearized gas-phase ozone photochemistry parameterization for high-altitude NWP and climate models, Atmos. Chem. Phys., 6, 4943–4972, 2006. </reference>
		<reference numeration="36" content_type="text"> Mertens. C. J., Schmidlin, F. J., Goldberg, R. A., Remsberg, E. E., Pesnell, W. D., Russell III, J. M., Mlynczak, M. G., Lopez-Puertas, M., Wintersteiner, P. P., Picard, R. H., Winick, J. R., and Gordley, L. L.: SABER observations of mesospheric temperatures and comparisons with falling sphere measurements taken during the 2002 summer MaCWAVE campaign, Geophys. Res. Lett., 31, L03105, doi:10.1029/2003GL018605, 2004. </reference>
		<reference numeration="37" content_type="text"> Palmer, T. N., Shutts, G. J., and Swinbank, R.: Alleviation of a systematic westerly bias in general circulation and numerical weather predictions models through an orographic gravity wave parameterization, Q. J. Ro Meteor. Soc., 112, 1001–1039, 1986. </reference>
		<reference numeration="38" content_type="text"> Peng, M. S., Ridout, J. A., and Hogan, T. F.: Recent modifications of the Emanuel convective scheme in the Navy Operational Global Atmospheric Prediction System, Mon. Weather Rev., 132, 1254–1268, 2004. </reference>
		<reference numeration="39" content_type="text"> Polavarapu, S., Shepherd, T. G., Rochon, Y., and Ren, S.: Some challenges of middle atmosphere data assimilation, Q. J. Roy Meteor. Soc., 131, 3513–3527, 2005. </reference>
		<reference numeration="40" content_type="text"> Preusse, P., Ern, M., Eckermann, S. D., Warner, C. D., Picard, R. H., Knieling, P., Krebsbach, M., Russell III, J. M., Mlynczak, M. G., Mertens, C. J., and Riese, M.: Tropopause to mesopause gravity waves in August: Measurement and modeling, J. Atmos. Sol.-Terr. Phys., 68, 1730–1751, 2006. </reference>
		<reference numeration="41" content_type="text"> Remsberg, E., Lingenfelser, G., Harvey, V. L., Grose, W., Russell III, J., Mlynczak, M., Gordley, L., and Marshall, B. T.: On the verification of the quality of SABER temperature, geopotential height, and wind fields by comparison with Met Office assimilated analyses, J. Geophys. Res., 108(D20), p. 4628, doi:10.1029/2003JD003720, 2003. </reference>
		<reference numeration="42" content_type="text"> Remsberg, E. E., Marshall, B. T., Garcia-Comas, M., Krueger, D., Lingenfelser, G. S., Martin-Torres, F. J., Mlynczak, M. G., Russell III, J. M., Smith, A. K., Zhao, Y., Brown, C. W., Gordley, L. L., Lopez-Gonzalez, M., Lopez-Puertas, M., She, C.-Y., Taylor, M. J., and Thompson, R. E.: Assessment of the quality of the Version 1.07 temperature versus pressure profiles of the middle atmosphere from TIMED/SABER, J. Geophys. Res., 113, D17101, doi:10.1029/2008JD010013, 2008. </reference>
		<reference numeration="43" content_type="text"> Ren, S., Palavarapu, S. M., and Shepherd, T. G.: Vertical propagation of information in a middle atmosphere data assimilation system by gravity-wave drag feedbacks, Geophys. Res. Lett., 35, doi:10.1029/2007GL032699, 2008. </reference>
		<reference numeration="44" content_type="text"> Rosmond, T. and Liang, X.: Development of NAVDAS-AR: non-linear formulation and outer loop tests, Tellus, 58A, 45–58, 2006. </reference>
		<reference numeration="45" content_type="text"> Russell III, J. M., Mlynczak, M. G., Gordley, L. L., Tansock, J., and Esplin, R.: An overview of the SABER experiment and preliminary calibration results, Proc. SPIE, 3756, doi:10.1117/12.366382, 277–288, 1999. </reference>
		<reference numeration="46" content_type="text"> Sankey, D., Ren, S., Polavarapu, S., and Rochon, Y. J.: Impact of data assimilation filtering methods on the mesosphere, J. Geophys. Res., 112, D24104, 10.1029/2007JD008885, 2007. </reference>
		<reference numeration="47" content_type="text"> Schwartz, M. J., Lambert, A., Manney, G. L., Read, W. G., Livesey, N. J., Froidevaux, L., Ao, C. O., Bernath, P. F., Boone, C. D., Cofield, R. E., Daffer, W. H., Drouin, B. J., Fetzer, E. J., Fuller, R. A., Jarnot, R. F., Jiang, J. H., Jiang, Y. B., Knosp, B. W., Kruger, K., Li, J.-L. T., Mlynczak, M. G., Pawson, S., Russell III, J. M., Santee, M. L., Snyder, W. V., Stek, P. C., Thurstans, R. P., Tompkins, A. M., Wagner, P. A., Walker, K. A., Waters, J. W., and Wu, D. L.: Validation of the Aura Microwave Limb Sounder temperature and geopotential height measurements, J. Geophys. Res., 113, D15S11, doi:10.1029/2007JD008783, 2008. </reference>
		<reference numeration="48" content_type="text"> Shepherd, T. G., Koshyk, J. N., and Ngan, K.: On the nature of large-scale mixing in the stratosphere and mesosphere, J. Geophys. Res., 105(D10), 12 433–12 446, 10.1029/2000JD900133, 2000. </reference>
		<reference numeration="49" content_type="text"> Shepherd, T. G.: Transport in the middle atmosphere, J. Meteor. Soc. Jpn., 85B, 165–191, 2007. </reference>
		<reference numeration="50" content_type="text"> Simmons, A. J., Hoskins, B. J., and Burridge, D. M.: Stability of semi-implicit time scheme, Mon. Weather Rev., 106, 405–412, 1978. </reference>
		<reference numeration="51" content_type="text"> Simmons, A. J. and Burridge, D. M.: An energy and angular momentum conserving vertical finite-difference scheme and hybrid vertical coordinates, Mon. Weather Rev., 109, 758–766, 1981. </reference>
		<reference numeration="52" content_type="text"> Simmons, A. J. and Jarraud, M.: The design and performance of the new ECMWF operational model. Proceedings of the ECMWF Workshop on Numerical Methods for Weather Prediction, European Centre for Medium-Range Weather Forecasts, Reading, England, UK, 113–164, 1983. </reference>
		<reference numeration="53" content_type="text"> Simmons A. J., Burridge, D. M., Jarraud, M., Girard, C., and Wergen, W.: The ECMWF medium-range prediction model: Development of the numerical formulations and the impact of increased resolution, Meteorol. Atmos. Phys., 40, 28–60, 1989. </reference>
		<reference numeration="54" content_type="text"> Siskind, D. E., Eckermann, S. D., Coy, L., McCormack, J. P., and Randall, C. E.: On recent interannual variability of the Arctic winter mesosphere: Implications for tracer descent, Geophys. Res. Lett., 34, doi:10.1029/2007GL029293, 2007. </reference>
		<reference numeration="55" content_type="text"> Slingo, J. M.: The development and verification of a cloud prediction scheme in the ECMWF model, Q. J. Roy. Meteor. Soc., 113, 899–927, 1987. </reference>
		<reference numeration="56" content_type="text"> Teixeira, J. and Hogan, T.: Boundary layer clouds in a global atmospheric model: Simple cloud cover parameterization, J. Climate, 15, 1261–1276, 2002. </reference>
		<reference numeration="57" content_type="text"> Tiedtke, M.: The sensitivity of the time-scale flow to cumulus convection in the ECMWF model, Workshop on Large-Scale Numerical Models, 28 November–1 December 1983, ECMWF, 297–316, 1984. </reference>
		<reference numeration="58" content_type="text"> Trenberth, K. E. and Stepaniak, D. P.: A pathological problem with NCEP reanalyses in the stratosphere, J. Climate, 15, 690–695, 2002. </reference>
		<reference numeration="59" content_type="text"> Uppala, S., Kallberg, P., Simmons, A. J., Andrae, U., Bechtold, V. D. C., 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, 29613012, 2005. </reference>
		<reference numeration="60" content_type="text"> Waters J. W., Froidevaux, L., Harwood, R. S., et al.: The Earth Observing System Microwave Limb Sounder (EOS MLS) on the Aura satellite, IEEE T. Geosci. Remote Sens., 44(5), doi:10.1109/TGRS.2006.873771, 2006. </reference>
		<reference numeration="61" content_type="text"> Webster, S., Brown, A. R., Cameron, D. R., and Jones, C. P.: Improvements to the representation of orography in the Met Office Unified Model, Q. J. Roy. Meteor. Soc., 129, 1989–2010, 2003. </reference>
		<reference numeration="62" content_type="text"> Wu, D. L. and Eckermann, S. D.: Global gravity wave variances from Aura MLS: Characteristics and interpretation, J. Atmos. Sci., doi:10.1175/2008JAS2489.1, 2008. </reference>
	</references>
</article>

