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<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>7</volume_number>
		<issue_number>13</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/acp-7-3597-2007</doi>
	<article_url>http://www.atmos-chem-phys.net/7/3597/2007/</article_url>
	<abstract_html>http://www.atmos-chem-phys.net/7/3597/2007/acp-7-3597-2007.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys.net/7/3597/2007/acp-7-3597-2007.pdf</fulltext_pdf>
	<start_page>3597</start_page>
	<end_page>3619</end_page>
	<publication_date>2007-07-09</publication_date>
	<article_title content_type="html">Assessing the near surface sensitivity of SCIAMACHY atmospheric CO&lt;sub&gt;2&lt;/sub&gt; retrieved using (FSI) WFM-DOAS</article_title>
	<authors>
		<author numeration="1" affiliations="1,10">
			<name>M. P. Barkley</name>
		</author>
		<author numeration="2" affiliations="2">
			<name>P. S. Monks</name>
			<email>psm7@le.ac.uk</email>
		</author>
		<author numeration="3" affiliations="1">
			<name>A. J. Hewitt</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>T. Machida</name>
		</author>
		<author numeration="5" affiliations="4">
			<name>A. Desai</name>
		</author>
		<author numeration="6" affiliations="5,11">
			<name>N. Vinnichenko</name>
		</author>
		<author numeration="7" affiliations="6">
			<name>T. Nakazawa</name>
		</author>
		<author numeration="8" affiliations="7">
			<name>M. Yu Arshinov</name>
		</author>
		<author numeration="9" affiliations="8">
			<name>N. Fedoseev</name>
		</author>
		<author numeration="10" affiliations="9">
			<name>T. Watai</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">EOS, Department of Physics and Astronomy, University of Leicester, UK</affiliation>
		<affiliation numeration="2" content_type="html">Department of Chemistry, University of Leicester, UK</affiliation>
		<affiliation numeration="3" content_type="html">National Institute for Environmental Studies, Tsukuba, Japan</affiliation>
		<affiliation numeration="4" content_type="html">National Centre for Atmospheric Research, Boulder, CO, USA</affiliation>
		<affiliation numeration="5" content_type="html">Central Aerological Observatory, Dolgoprudny, Russia</affiliation>
		<affiliation numeration="6" content_type="html">Tohoku University, Sendai, Japan</affiliation>
		<affiliation numeration="7" content_type="html">Institute of Atmospheric Optics, Tomsk, Russia</affiliation>
		<affiliation numeration="8" content_type="html">Permafrost Institute, Yakutsk, Russia</affiliation>
		<affiliation numeration="9" content_type="html">Global Environmental Forum, Tsukuba, Japan</affiliation>
		<affiliation numeration="10" content_type="html">now at: Institute for Atmospheric and Environmental Science, School of GeoSciences, University of Edinburgh, UK</affiliation>
		<affiliation numeration="11" content_type="html">deceased 2006</affiliation>
	</affiliations>
	<abstract content_type="html">Satellite observations of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; offer
the potential to identify regional carbon surface sources and sinks
and to investigate carbon cycle processes. The extent to which
satellite measurements are useful however, depends on the near
surface sensitivity of the chosen sensor. In this paper, the
capability of the SCIAMACHY instrument on board ENVISAT, to observe
lower tropospheric and surface CO&lt;sub&gt;2&lt;/sub&gt; variability is examined.
To achieve this, atmospheric CO&lt;sub&gt;2&lt;/sub&gt; retrieved from SCIAMACHY
near infrared (NIR) spectral measurements, using the Full Spectral
Initiation (FSI) WFM-DOAS algorithm, is compared to in-situ aircraft
observations over Siberia and additionally to tower and surface
CO&lt;sub&gt;2&lt;/sub&gt; data over Mongolia, Europe and North America.

&lt;br&gt;&lt;br&gt;

Preliminary validation of daily averaged SCIAMACHY/FSI CO&lt;sub&gt;2&lt;/sub&gt;
against ground based Fourier Transform Spectrometer (FTS) column
measurements made at Park Falls, reveal a negative bias of about
&amp;minus;2.0% for collocated measurements within &amp;plusmn;1.0&amp;deg; of the
site. However, at this spatial threshold SCIAMACHY can only capture
the variability of the FTS observations at monthly timescales. To
observe day to day variability of the FTS observations, the
collocation limits must be increased. Furthermore, comparisons to
in-situ CO&lt;sub&gt;2&lt;/sub&gt; observations demonstrate that SCIAMACHY is
capable of observing a seasonal signal that is representative of
lower tropospheric variability on (at least) monthly timescales. Out
of seventeen time series comparisons, eleven have correlation
coefficients of 0.7 or more, and have similar seasonal cycle
amplitudes. Additional evidence of the near surface sensitivity of
SCIAMACHY, is provided through the significant correlation of FSI
derived CO&lt;sub&gt;2&lt;/sub&gt; with MODIS vegetation indices at over twenty
selected locations in the United States. The SCIAMACHY/MODIS
comparison reveals that at many of the sites, the amount of
CO&lt;sub&gt;2&lt;/sub&gt; variability is coincident with the amount of vegetation
activity. The presented analysis suggests that SCIAMACHY has the
potential to detect CO&lt;sub&gt;2&lt;/sub&gt; variability within the lowermost
troposphere arising from the activity of the terrestrial biosphere.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Bakwin, P S. and Tans, P P.: Measurements of carbon dioxide on a very tall tower, Tellus, 47B, 535&amp;ndash;549, 1995. </reference>
		<reference numeration="2" content_type="text"> Barkley, M P., FrieÃŸ, U., and Monks, P S.: Measuring atmospheric \chemCO_2 from space using Full Spectral Initiation (FSI) WFM-DOAS, Atmos. Chem. Phys., 6, 3517&amp;ndash;3534, 2006a. </reference>
		<reference numeration="3" content_type="text"> Barkley, M P., Monks, P S., and Engelen, R J.: Comparison of SCIAMACHY and AIRS CO&lt;sub&gt;2&lt;/sub&gt; measurements over North America during the summer and autumn of 2003, Geophys. Res. Lett., 33, L20805, doi:10.1029/2006GL026807, 2006b. </reference>
		<reference numeration="4" content_type="text"> Barkley, M P., Monks, P S., FrieÃŸ, U., Mittermeier, R L., Fast, H., KÃ¶rner, S., and Heimann, M.: Comparisons between SCIAMACHY atmospheric \chemCO_2 retrieved using (FSI) WFM-DOAS to ground based FTIR data and the TM3 chemistry transport model, Atmos. Chem. Phys., 6, 4483&amp;ndash;4498, 2006c. </reference>
		<reference numeration="5" content_type="text"> BÃ¶sch, H., Toon, G C., Sen, B., Washenfelder, R., Wennberg, P O., Buchwitz, M., de~Beek, R., Burrows, J P., Crisp, D., Christi, M., Connor, B J., Natraj, V., and Yung, Y L.: Space-based Near-Infrared CO&lt;sub&gt;2&lt;/sub&gt; Retrievals: Testing the OCO Retrieval and Validation Concept Using SCIAMACHY Measurements over Park Falls, Wisconsin, J. Geophys. Res., 111, D23302, doi:10.1029/2006JD007080, 2006. </reference>
		<reference numeration="6" content_type="text"> Bovensmann, H., Burrows, J P., Buchwitz, M., Frerick, J., NÃ¶el, S., Rozanov, V V., Chance, K V., and Goede, A.: SCIAMACHY &amp;ndash; mission objectives and measurement modes, J. Atmos. Sci., 56, 127&amp;ndash;150, 1999. </reference>
		<reference numeration="7" content_type="text"> Buchwitz, M., Rozanov, V V., and Burrows, J P.: A near infrared optimized DOAS method for the fast global retrieval of atmospheric \chemCH_4, CO, \chemCO_2, \chemH_2O, and \chemN_2O total column amounts from SCIAMACHY/ENVISAT-1 nadir radiances, J. Geophys. Res., 105, 15 231&amp;ndash;15 246, 2000. </reference>
		<reference numeration="8" content_type="text"> Buchwitz, M., de~Beek, R., Burrows, J P., Bovensmann, H., Warneke, T., Notholt, J., Meirink, J F., Goede, A. P H., Bergamaschi, P., KÃ¶rner, S., Heimann, M., and Schulz, A.: Atmospheric methane and carbon dioxide from SCIAMACHY satellite data: initial comparison with chemistry and transport models, Atmos. Chem. Phys., 5, 941&amp;ndash;962, 2005a. </reference>
		<reference numeration="9" content_type="text"> Buchwitz, M., de~Beek, R., NÃ¶el, S., Burrows, J P., Bovensmann, H., Bremer, H., Bergamaschi, P., KÃ¶rner, S., and Heimann, M.: Carbon monoxide, methane and carbon dioxide columns retrieved from SCIAMACHY by WFM-DOAS: year 2003 initial data set, Atmos. Chem. Phys., 5, 3313&amp;ndash;3329, 2005b. </reference>
		<reference numeration="10" content_type="text"> Buchwitz, M., de~Beek, R., No\&quot;el, S., Burrows, J P., Bovensmann, H., Schneising, O., Khlystova, I., Bruns, M., Bremer, H., Bergamaschi, P., KÃ¶rner, S., and Heimann, M.: Atmospheric carbon gases retrieved from SCIAMACHY by WFM-DOAS: version 0.5 CO and CH&lt;sub&gt;4&lt;/sub&gt; and impact of calibration improvements on CO&lt;sub&gt;2&lt;/sub&gt; retrieval, Atmos. Chem. Phys., 6, 2727&amp;ndash;2751, 2006. </reference>
		<reference numeration="11" content_type="text"> Desai, A R., Bolstad, P., Cook, B D., Davis, K J., and Carey, E V.: Comparing net ecosystem exchange of carbon dioxide between an old-growth and mature forest in the upper MidWest, USA, Agric. Forest Meterol., 128, 33&amp;ndash;35, 2005. </reference>
		<reference numeration="12" content_type="text"> Dils, B., De~MaziÃ¨re, M., MÃ¼ller, J F., Blumenstock, T., Buchwitz, M., de~Beek, R., Demoulin, P., Duchatelet, P., Fast, H., Frankenberg, C., Gloudemans, A., Griffith, D., Jones, N., Kerzenmacher, T., Kramer, I., Mahieu, E., Mellqvist, J., Mittermeier, R L., Notholt, J., Rinsland, C P., Schrijver, H., Smale, D., Strandberg, A., Straume, A G., Stremme, W., Strong, K., Sussmann, R., Taylor, J., van~den Broek, M., Velazco, V., Wagner, T., Warneke, T., Wiacek, A., and Wood, S.: Comparisons between SCIAMACHY and ground-based FTIR data for total columns of \chemCO, \chemCH_4, \chemCO_2 and \chemN_2O, Atmos. Chem. Phys., 6, 1953&amp;ndash;1976, 2006. </reference>
		<reference numeration="13" content_type="text"> Engelen, R J. and McNally, A P.: Estimating atmospheric CO&lt;sub&gt;2&lt;/sub&gt; from advanced infrared satellite radiances within an operational four-dimensional variational (4D-Var) data assimilation system: Results and validation, J. Geophys. Res., 110, D18305, doi:10.1029/2005JD005982, 2005. </reference>
		<reference numeration="14" content_type="text"> Gloudemans, A. M S., Schrijver, H., Kleipool, Q., van~den Broek, M. M P., Straume, A G., Lichtenberg, G., van Hees, R., Aben, I., and Meirink, J F.: The impact of SCIAMACHY near-infrared instrument calibration on \chemCH_4 and CO total columns, Atmos. Chem. Phys., 5, 2369&amp;ndash;2383, 2005. </reference>
		<reference numeration="15" content_type="text"> Gottwald, M., Bovensmann, H., Lichtenberg, G., No\&quot;el, S., von Bargen, A., Slijkhuis, S., Piters, A., Hoogeveen, R., von Savigny, C., Buchwitz, M., Kokhanovsky, A., Richter, A., Rozanov, A., Holzer-Popp, T., Bramstedt, K., Lambert, J.-C., Skupin, J., Wittrock, F., Schrijver, and Burrows, J P.: SCIAMACHY Monitoring the Earth&apos;s Changing Atmosphere, DLR, Insitut fÃ¼r Methodik der Fernerkundung (IMF), Germany, 2006. </reference>
		<reference numeration="16" content_type="text"> Gurney, K R., Law, R M., Denning, A S., Rayner, P J., Baker, D., Bousquet, P., Bruhwiler, L., Chen, Y.-H., Ciais, P., Fan, S., Fung, I Y., Gloor, M., Heimann, M., Higuchi, K., John, J., Maki, T., Maksyutov, S., Masariek, K., Peylin, P., Prather, M., Pak, B C., Randerson, J., Sarmiento, J., Taguchi, S., Takahashi, T., and Yuen, C.-W.: Towards robust regional estimates of sources and sinks using atmospheric transport models, Nature, 415, 626&amp;ndash;630, 2002. </reference>
		<reference numeration="17" content_type="text"> Houweling, S., BrÃ©on, F.-M., Aben, I., RÃ¶denbeck, C., Gloor, M., Heimann, M., and Ciais, P.: Inverse modeling of \chemCO_2 sources and sinks using satellite data: a synthetic inter-comparison of measurement techniques and their performance as a function of space and time, Atmos. Chem. Phys., 4, 523&amp;ndash;538, 2004. </reference>
		<reference numeration="18" content_type="text"> Houweling, S., Hartmann, W., Aben, I., Schrijver, H., Skidmore, J., Roelofs, G.-J., and BrÃ©on, F.-M.: Evidence of systematic errors in SCIAMACHY-observed \chemCO_2 due to aerosols, Atmos. Chem. Phys., 5, 3003&amp;ndash;3013, 2005. </reference>
		<reference numeration="19" content_type="text"> Huete, A., Justice, C., and van Leeuwen, W.: MODIS Vegetation Index (MOD 13) Algorithm Theoretical Basis Docuement, 1999. </reference>
		<reference numeration="20" content_type="text"> Huete, A., Didan, K., Miura, T., Rodriguez, E P., Gao, X., and Ferreira, L G.: Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ., 83, 195&amp;ndash;213, 2002. </reference>
		<reference numeration="21" content_type="text"> Kiehl, J T. and Trenberth, K E.: Earth&apos;s Annual Global Mean Energy Budget, Bulletin of the American Meteorological Society, 78, 197&amp;ndash;208, 1997. </reference>
		<reference numeration="22" content_type="text"> Kleipool, Q.: Algorithm Specification for Dark Signal Determination, Tech. rep., SRON-SCIA-30 PhE-RP-009, SRON, 2003a. </reference>
		<reference numeration="23" content_type="text"> Kleipool, Q.: Recalculation of OPTEC5 Non-Linearity, Report containing the NL correction to be implemented in the data processor, Tech. rep. SRON-SCIA-PhE-RP-013, SRON, 2003b. </reference>
		<reference numeration="24" content_type="text"> Kneizys, F X., Abreu, L W., Anderson, G P., Shettle, E P., Chetwynd, J H., Shettle, E P., Berk, A., Bernstein, L., Robertson, D., Acharya, P., Rothman, L., Selby, J. E A., Allery, W O., and Clough, S A.: The MODTRAN 2/3 report and LOWTRAN 7 model, Tech. rep., Philips Laboratory, Hanscom AFB, 1996. </reference>
		<reference numeration="25" content_type="text"> Knyazikhin, Y., Glassy, J., Privette, J L., Tian, Y., Lotsch, A., Zhang, Y., Wang, Y., Morisette, J T., Votava, P., Myneni, R B., and Nemani, S W R.: MODIS Leaf Area Index (LAI) And Fraction Of Photosynthetically Active Radiation Absorbed By Vegetation (FPAR) Product (MOD15) Algorithm Theoretical Basis Document Version 4.0, 1999. </reference>
		<reference numeration="26" content_type="text"> Krijger, J M., Aben, I., and Schrijver, H.: Distinction between clouds and ice/snow covered surfaces in the identification of cloud-free observations using SCIAMACHY PMDs, Atmos. Chem. Phys., 5, 2279&amp;ndash;2738, 2005. </reference>
		<reference numeration="27" content_type="text"> Machida, T., Nakazawa, T., Muksyutov, S., Tohjima, Y., Takahashi, Y., Watai, T., Vinnichenko, N., Panchenko, M., Arshinov, M., Fedoseev, N., and Inoue, G.: Temporal and spatial variations of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; mxing ratio over Siberia, Proceedings of The Sixth International CO&lt;sub&gt;2&lt;/sub&gt; Conference, Sendai, Japan, 2001. </reference>
		<reference numeration="28" content_type="text"> Miller, C E., Crisp, D., DeCola, P L., Olsen, S C., Randerson, J T., Michalak, A M., Alkhaled, A., Rayner, P., Jacob, D J., Suntharalingam, P., Jones, D B A., Denning, A S., Nicholls, M E., Doney, S C., Pawson, S., Boesch, H., Connor, B J., Fung, I Y., O&apos;Brien, D., Salawitch, R J., Sander, S P., Sen, B., Tans, P., Toon, G C., Wennberg, P O., Wofsy, S C., Yung, L., and Law, R M.: Precision requirements for space-based \emphX$_\chemCO_2$ data, J. Geophys. Res., 112, D10314, doi:10.1029/2006JD007659, 2007. </reference>
		<reference numeration="29" content_type="text"> O&apos;Brien, D M. and Rayner, P J.: Global observations of the carbon budget, 2. \chemCO_2 column from differential absorption of reflected sunlight in the 1.61Î¼m band of \chemCO_2, J. Geophys. Res., 107, D14354, doi:10.1029/2001JD000617, 2002. </reference>
		<reference numeration="30" content_type="text"> Patra, P K., Gurney, K R., Denning, A S., Maksyutov, S., Nakazawa, T., Baker, D., Bousquet, P., Bruhwiler, L., Chen, Y.-H., Ciais, P., Fan, S., Fung, I., Gloor, M., Heimann, M., Higuchi, K., John, J., Law, R M., Maki, T., Pak, B C., Peylin, P., Prather, M., Rayner, P J., Sarmiento, J., Taguchi, S., Takahashi, T., and Yuen, C.-W.: Sensitivity of inverse estimation of annual mean CO&lt;sub&gt;2&lt;/sub&gt; sources and sinks to ocean-only sites versus all-sites observational networks, Geophys. Res. Lett., 33, L05814, doi:10.1029/2005GL025403, 2006.   </reference>
		<reference numeration="31" content_type="text"> Remedios, J J., Parker, R J., Panchal, M., Leigh, R J., and Corlett, G.: Signatures of atmospheric and surface climate variables through analyses of infrared spectra (SATSCAN-IR), Proceedings of the first EPS/METOP RAO Workshop, ESRIN, 2006. </reference>
		<reference numeration="32" content_type="text"> RÃ¶denbeck, C., Houweling, S., Gloor, M., and Heimann, M.: \chemCO_2 flux history 1982&amp;ndash;2001 inferred from atmospheric data using a global inversion of atmospheric transport, Atmos. Chem. Phys., 3, 1919&amp;ndash;1964, 2003. </reference>
		<reference numeration="33" content_type="text"> Rothman, L., Jacquemart, D., Barbe, A., Benner, C D., Birk, M., Brown, L R., Carleer, M R., Chackerian~Jr., C., Chance, K., Coudert, L H., Dana, V., Devi, V M., Flaud, J.-M., Gamache, R R., Goldman, A., Hartmann, J.-M., Jucks, J W., Maki, A G., Mandin, J.-Y., Massie, S T., Orphal, J., Perrin, A., Rinsland, C P., Smith, M., Tennyson, J., Tolchenov, R N., Toth, R A., Vander~Auwera, J., Varanasi, P., and Wagner, G.: The \emphHITRAN 2004 molecular spectroscopic database, J. Quant. Spectrosc. Radiat. Transfer, 96, 193&amp;ndash;204, 2005. </reference>
		<reference numeration="34" content_type="text"> Rozanov, V V., Buchwitz, M., Eichmann, K U., de~Beek, R., and Burrows, J P.: SCIATRAN &amp;ndash; a new radiative transfer model for geophysical applications in the 240&amp;ndash;2400 nm spectral region: The pseudo-spherical version, presented at COSPAR 2000, Adv. Space Res., 29(11), 1831&amp;ndash;1835, 2002. </reference>
		<reference numeration="35" content_type="text"> Running, S W., Nemani, R., Glassy, J M., and Thornton, P E.: MODIS Daily Photosynthesis (PSN) and annual Net Primary Production (NPP)(MOD17) Algorithm Theoretical Basis Document, 1999. </reference>
		<reference numeration="36" content_type="text"> Siegenthaler, U., Stocker, T F., Monnin, E., LÃ¼thi, D., Schwander, J., Stauffer, B., Raynaud, D., Barnola, J.-M., Fischer, H., and ValÃ©rie Masson-Delmotte, J J.: Stable Carbon Cycle-Climate Relationship During the Late Pleistocene, Science, 310, 1313&amp;ndash;1317, 2005. </reference>
		<reference numeration="37" content_type="text"> Tiwari, Y K., Gloor, M., Engelen, R J., Chevallier, F., RÃ¶denbeck, C., KÃ¶rner, S., Peylin, P., Braswell, B H., and Heimann, M.: Comparing CO&lt;sub&gt;2&lt;/sub&gt; retrieved from AIRS with model predictions: implications for constraining surface fluxes and lower–to-upper troposphere transport, J. Geophys. Res., 111, D17106, doi:10.1029/2005JD006681., 2006. </reference>
		<reference numeration="38" content_type="text"> Washenfelder, R A., Toon, G C., 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:10.1029/2006JD007154, 2006. </reference>
	</references>
</article>

