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<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>8</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/acpd-8-1549-2008</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/8/1549/2008/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/8/1549/2008/acpd-8-1549-2008.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/8/1549/2008/acpd-8-1549-2008.pdf</fulltext_pdf>
	<start_page>1549</start_page>
	<end_page>1588</end_page>
	<publication_date>2008-01-29</publication_date>
	<article_title content_type="html">A framework for comparing remotely sensed and in-situ CO&lt;sub&gt;2&lt;/sub&gt; concentrations</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>R. Macatangay</name>
			<email>macatang@iup.physik.uni-bremen.de</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>T. Warneke</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>C. Gerbig</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>S. Körner</name>
		</author>
		<author numeration="5" affiliations="2">
			<name>R. Ahmadov</name>
		</author>
		<author numeration="6" affiliations="2">
			<name>M. Heimann</name>
		</author>
		<author numeration="7" affiliations="1">
			<name>J. Notholt</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Institute of Environmental Physics, University of Bremen, Bremen, Germany</affiliation>
		<affiliation numeration="2" content_type="html">Max Planck Institute for Biogeochemistry, Jena, Germany</affiliation>
	</affiliations>
	<abstract content_type="html">A framework that allows validating CO&lt;sub&gt;2&lt;/sub&gt; column averaged volume mixing
ratios (VMRs) retrieved from ground-based solar absorption measurements
using Fourier transform infrared spectrometry (FTS) against measurements
made in-situ (such as from aircrafts and tall towers) has been developed.
Since in-situ measurements are done frequently and at high accuracy on the
global calibration scale, linking this scale with FTS total column
retrievals ultimately provides a calibration scale for remote sensing. FTS,
tower and aircraft data were analyzed from measurements during the
CarboEurope Regional Experiment Strategy (CERES) from May to June 2005 in
Biscarrosse, France. Carbon dioxide VMRs from the MetAir Dimona aircraft,
the TM3 global transport model and Observations of the Middle Stratosphere
(OMS) balloon based experiments were combined and integrated to compare with
FTS measurements. The comparison agrees fairly well with differences
resulting from the spatial variability of CO&lt;sub&gt;2&lt;/sub&gt; around the FTS as
measured by the aircraft. Additionally, the Stochastic Time Inverted
Lagrangian Transport (STILT) model served as a &quot;transfer standard&quot; between
the in-situ data measured at a co-located tower and the remotely sensed data
from the FTS. The variability of carbon dioxide VMRs was modeled well by
STILT with differences coming partly from uncertainties in the spatial
variation of carbon dioxide.</abstract>
	<references>
		<reference numeration="1" content_type="text">Ahmadov, R., C. Gerbig, R. Kretschmer, S. Koerner, B. Neininger, A., Dolman, J., and Sarrat, C.: Mesoscale covariance of transport and CO&lt;sub&gt;2&lt;/sub&gt; fluxes: evidence from observations and simulations using the WRF-VPRM coupled atmosphere-biosphere model, J. Geophys. Res., 112, D22107, doi:10.1029/2007JD008552, 2007. </reference>
		<reference numeration="2" content_type="text">Boering, K. A., Wofsy, S. C., Daube, B. C., Schneider, H. R., Loewenstein, M., Podolske, J. R., and Conway, T. J.: Stratospheric Mean Ages and Transport Rates from Observations of Carbon Dioxide and Nitrous Oxide, Science, 274, 5291, doi:10.1126/science.274.5291.1340, 1996. </reference>
		<reference numeration="3" content_type="text">Burrows, J. P., Schneider, W., Geary, J. C., Chance, K. V., Goede, A. P. H., Aarts, H., de Vries, J. M., Smorenburg, C., and Visser, H.: Atmospheric remote sensing with SCIAMACHY, Digest of Topical Meeting on Optical Remote Sensing of the Atmosphere, Optical Society of America, Washington D. C., 4, 71, 1990. </reference>
		<reference numeration="4" content_type="text">Crisp, D., Atlas, R. M., Breon, F. M., Brown, L. R., Burrows, J. P., Ciais, P., Connor, B. J., Doney, S. C., Fung, I. Y., Jacob, D. J., Miller, C. E., O&apos;Brien, D., Pawson, S., Randerson, J. T., Rayner, P., Salawitch, R. J., Sander, S. P., Sen, B., Stephens, G. L., Tans, P. P., Toon, G. C., Wennberg, P. O., Wofsy, S. C., Yung, Y. L., Kuang, Z., Chudasama, B., Sprague, G., Weiss, B., Pollock, R., Kenyon, D. and Schroll, S.: The orbiting carbon observatory (OCO) mission, Adv. Space Res. 34, 700&amp;ndash;709, 2004. </reference>
		<reference numeration="5" content_type="text">Dolman, A. J., Noilhan, J., Durand, P., Sarrat, C., Brut, A., Piguet, B., Butet, A., Jarosz, N., Brunet, Y., Loustau, D., Lamaud, E., Tolk, L., Ronda, R., Miglietta, F., Gioli, B., Magliulo, V., Esposito, M., Gerbig, C., Körner, S., Glademard, P., Ramonet, M., Ciais, P., Neininger, B., Hutjes, R. W. A., Elbers, J. A., Macatangay, R., Schrems, O., Pérez-Landa, G., Sanz, M. J., Scholz,Y., Facon, G., Ceschia, E., and Beziat, P.: The CarboEurope Regional Experiment Strategy, Am. Meteorol. Soc., 87, 1367&amp;ndash;1379, 2006. </reference>
		<reference numeration="6" content_type="text">Draxler, R. R. and Hess, G. D.: Description of the HYSPLIT_4 modeling system, NOAA Tech. Memo, ERL ARL-224, 24 pp, 1997. </reference>
		<reference numeration="7" content_type="text">Draxler, R. R. and Hess, G. D.: An overview of the HYSPLIT_4 modelling system for trajectories, dispersion, and deposition, Aust. Meteorol. Mag., 47, 295&amp;ndash;308, 1998. </reference>
		<reference numeration="8" content_type="text">Dufour E., Bréon, F., and Peyling, P.: CO&lt;sub&gt;2&lt;/sub&gt; column averaged mixing ratio from inversion of ground-based solar spectra, J. Geophys. Res., 109, D09304, doi:10.1029/2003JD004469, 2004. </reference>
		<reference numeration="9" content_type="text">Galdemard, P., Ramonet, M., Schmidt, M., Ciais, P., Jourd&apos;heuil, L., Arranger, D., Allard, J., Azoulay, R., Bargueden, P., Beauvais, P., Belorgey, J., Boussuge, O., Cloué, P., Contrepois, P., De Antoni, P., Durand, G. A., Eppellé, D., Jannin, J. L., Joubert, J. M., Le Noa, Y., Noury, J., Massinger, M., Séguier, P., Walter, C., Bhatt, B. C., and Vinod Gaur, K.: CARIBOU: New Instruments for Continuous CO&lt;sub&gt;2&lt;/sub&gt; Measurements and On-line Data Transmission, Proc. of the 13th WMO/IAEA Meeting of Experts on Carbon Dioxide Concentration and Related Tracer Measurement Techniques, Boulder, Colorado, USA, 19&amp;ndash;22~September~2005, WMO-GAW Report 168, edited by: Miller, J. B., 83&amp;ndash;89, December 2006. </reference>
		<reference numeration="10" content_type="text">Gerbig, C., Körner, S., and Lin, J. C.: Vertical mixing in atmospheric tracer transport models: error characterization and propagation, Atmos. Chem. Phys. Discuss., 7, 13 121&amp;ndash;13 150, 2007. </reference>
		<reference numeration="11" content_type="text">Gerbig, C., Lin, J. C., Munger, J. W., and Wofsy, S. C.: What can tracer observations in the continental boundary layer tell us about surface-atmosphere fluxes?, Atmos. Chem. Phys., 6, 539&amp;ndash;554, 2006. </reference>
		<reference numeration="12" content_type="text">Gerbig, C., Lin, J. C., Wofsy, S. C., Daube, B. C., Andrews, A. E., Stephens, B. B., Bakwin, P. S., and Grainger, C. A.: Toward constraining regional-scale fluxes of CO&lt;sub&gt;2&lt;/sub&gt; with atmospheric observations over a continent: 2. Analysis of COBRA data using a receptor-oriented framework, J. Geophys. Res., 108(D24), 4757, doi:10.1029/2003JD03770, 2003. </reference>
		<reference numeration="13" content_type="text">Heimann, M. and Körner, S.: The Global Atmospheric Tracer Model, TM3, Model Description and Users Manual Release 3.8a, No. 5, Max Planck Institute for Biogeochemistry (MPI-BGC), Jena, Germany, 2003. </reference>
		<reference numeration="14" content_type="text">IPCC, Mertz, B., Davidson, O., de Coninck, H., Loos, M., and Meyer, L.: IPCC Special Report on Carbon Dioxide Capture and Storage, Cambridge University Press, New York, USA, 2005. </reference>
		<reference numeration="15" content_type="text">Knox, J. A.: On converting potential temperature to altitude in the middle atmosphere, Eos Trans., 79(31), 376, 1998. </reference>
		<reference numeration="16" content_type="text">Lin, J. C., Gerbig, C., Wofsy, S. C., Andrews, A. E., Daube, B. C., Davis, K. J., and Grainger, C. A.: A near-field tool for simulating the upstream influence of atmospheric observations: The Stochastic Time-Inverted Lagrangian Transport (STILT) model, J. Geophys. Res., 108(D16), 4493, doi:10.1029/2002JD003161, 2003. </reference>
		<reference numeration="17" content_type="text">McCartney, E.: Absorption and Emission by Atmospheric Gases: The Physical Processes, John Wiley &amp; Sons, Inc., USA, 2&amp;ndash;7, 1983. </reference>
		<reference numeration="18" content_type="text">Neininger, B., Fuchs, W., Baeumle, M., Volz-Thomas, A., Prévôt, A. S. H., and Dommen, J.: A Small Aircraft for More than Just Ozone: METAIR&apos;s &quot;Dimona&quot; After Ten Years of Evolving Development, Proc. of the 11th Symposium on Meteorological Observations and Instrumentation, 81st AMS Annual Meeting, 14&amp;ndash;19~January~2001, Albuquerque, NM, USA, 123&amp;ndash;128, 2001. </reference>
		<reference numeration="19" content_type="text">Peters, W. Jacobsen, A .R., Sweeney, C., Andrews, A. E., Conway, T. J., Masarie, K., Miller, J. B., Bruhwiler, L. M. P., Petron, G., Hirsch, A. I., Worthy, D. E. J., van der Werf, G. R., Randerson, J. T., Wennberg, P. O., Krol, M. C., and Tans, P. P.: An atmospheric persepective on North America carbon dioxide exchange: CarbonTracker, P. Natl. Acad. Sci. USA, 104, 18 925&amp;ndash;18 930, 2007. </reference>
		<reference numeration="20" content_type="text">Peylin, P., Bousquet, P., Le Qu&apos;er&apos;e, C., Sitch, S., Friedlingstein, P., McKinley, G., Gruber, N., Rayner, P., and Ciais, P.: Multiple constraints on regional CO&lt;sub&gt;2&lt;/sub&gt; flux variations over land and oceans, Global Biogeochem. Cy., 19, GB1011, doi:10.1029/2003GB002214, 2005. </reference>
		<reference numeration="21" content_type="text">Rodgers, C. D. and Connor, B. J.: Intercomparison of remote sounding instruments, J. Geophys. Res., 108(D3), 4116, doi:10.1029/2002JD002299, 2003. </reference>
		<reference numeration="22" content_type="text">Rödenbeck, C., Conway, T. J., and Langenfelds, R. L.: The effect of systematic measurement errors on atmospheric CO&lt;sub&gt;2&lt;/sub&gt; inversions: a quantitative assessment, Atmos. Chem. Phys., 6, 149&amp;ndash;161, 2006. </reference>
		<reference numeration="23" content_type="text">Sarrat, C., Noilhan, J., Lacarrère, P., Donier, S., Lac, C., Calvet, J. C., Dolman, A. J., Gerbig, C., Neininger, B., Ciais, P., Paris, J. D., Boumard, F., Ramonet, M., and Butet, A.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; modeling at the regional scale: Application to the CarboEurope Regional Experiment, J. Geophys. Res., 112, D12105, doi:10.1029/20067JD008107, 2007. </reference>
		<reference numeration="24" content_type="text">Toon, G. C., Farmer, C. B., Schaper, P. W., Lowes, L. L., Norton, R. H.: Composition Measurements of the 1989 Arctic Winter Stratosphere by Airborne Infrared Solar Absorption Spectroscopy, J. Geophys. Res., 97, doi:10.1029/91JD03114, 1992. </reference>
		<reference numeration="25" content_type="text">Warneke, T., Yang, Z., Olsen, S., Körner, S., Notholt, J., Toon, G., Velazco, V., Schulz, A., and Schrems, O.: Seasonal and latitudinal variations of column averaged volume-mixing ratios of atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Geophys. Res. Lett., 32, L03808, doi:10.1029/2004GL021597, 2005. </reference>
		<reference numeration="26" content_type="text">Warneke, T., Meirink, J. F., Bergamaschi, P., Grooß, J.-U., Notholt, J., Toon, G. C., Velazco, V., Goede, A. P. H., and Schrems, O.: Seasonal and latitudinal variations of atmospheric methane: A ground-based and ship-borne solar IR spectroscopic study, Geophys. Res. Lett., 33, L14812, doi:10.1029/2006GL025874, 2006. </reference>
		<reference numeration="27" content_type="text">Washenfelder, R. A., Toon, G. C., Blavier, J.-F., Yang, Z., Allen, N. T., Wennberg, P. O., Vay, S. A., Matross, D. M., and Daube, B. C.: Carbon dioxide column abundances at the Wisconsin Tall Tower site, J. Geophys. Res., 111, D22305, doi:10.1029/2006JD07154, 2006. </reference>
		<reference numeration="28" content_type="text">Waugh, D. W. and Hall, T. M.: Age of stratospheric air: Theory, observations, and models, Rev. Geophys, 40(\refeq4), 1010, doi:10.1029/2000RG000101, 2002. </reference>
		<reference numeration="29" content_type="text">Yang, Z., Toon, G. C., Margolis, J. S., and Wennberg, P. O.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; retrieved from ground-based near IR solar spectra, Geophys. Res. Lett., 29(9), 1339, doi:10.1029/2001GL014537, 2002. </reference>
	</references>
</article>

