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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACPD</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACPD</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7375</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/acpd-9-1727-2009</article-id>
<title-group>
<article-title>A two-step scheme for high-resolution regional atmospheric trace gas inversions  based on independent models</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rödenbeck</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gerbig</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Trusilova</surname>
<given-names>K.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Heimann</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Max Planck Institute for Biogeochemistry, P.O. Box 100164, 07701 Jena, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>19</day>
<month>01</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>1</issue>
<fpage>1727</fpage>
<lpage>1756</lpage>
<permissions>
<license xlink:type="simple">
<license-p>This is an open-access article ditributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/1727/2009/acpd-9-1727-2009.html">This article is available from http://www.atmos-chem-phys-discuss.net/9/1727/2009/acpd-9-1727-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/1727/2009/acpd-9-1727-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/9/1727/2009/acpd-9-1727-2009.pdf</self-uri>
<abstract>
<p>Mixing ratio measurements of atmospheric tracers like CO&lt;sub&gt;2&lt;/sub&gt; can
      be used to estimate regional surface-air tracer fluxes using inverse
      methods, involving a numerical transport model.  Currently available
      transport models are either global but rather coarse, or more accurate
      but only over a limited spatial and temporal domain.  To obtain
      higher-resolution flux estimates within a region of interest, existing
      studies use zoomed or coupled models.  The two-step scheme developed
      here uses global and regional models sequentially in separate
      inversion steps, coupled only via the data vector. This provides
      a nested atmospheric inversion scheme without the necessity of
      a direct coupled model implementation.  For example, the scheme allows
      an easy nesting of Lagrangian models with their potential of very high
      resolution into global inversions.</p>
</abstract>
<counts><page-count count="30"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Ahmadov, R., Gerbig, C., Kretschmer, R., and et~al: Mesoscale covariance of transport and CO2 fluxes: Evidence from observations and simulations using the WRF-VPRM coupled atmosphere-biosphere model, J. Geophys. Res.-Atmos., 112, D22107, doi:10.1029/2007JD008552, 2007. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Baker, D F., Law, R M., Gurney, K R., Rayner, P., Peylin, P., Denning, A S., Bousquet, P., Bruhwiler, L., Chen, Y.-H., Ciais, P., Fung, I Y., Heimann, M., John, J., Maki, T., Maksyutov, S., Masarie, K., Prather, M., Pak, B., Taguchi, S., and Zhu, Z.: TransCom 3 inversion intercomparison: Impact of transport model errors on the interannual variability of regional CO2 fluxes, 1988–2003, Global Biogeochemical Cycles, 20, GB1002, doi:10.1029/2004GB002439, 2006. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Bousquet, P., Peylin, P., Ciais, P., Le~Quéré, C., Friedlingstein, P., and Tans, P P.: Regional changes in carbon dioxide fluxes of land and oceans since 1980, Science, 290, 1342–1346, 2000. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> BP: Statistical Review of World Energy June 2006, available at http://www.bp.com/statisticalreview, 2006. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Enting, I., Trudinger, C M., and Francey, R J.: A synthesis inversion of the concentration and $\delta^13$C of atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Tellus, 47B, 35–52, 1995. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Geels, C., Gloor, M., Ciais, P., Bousquet, P., Peylin, P., Vermeulen, A. T., Dargaville, R., Aalto, T., Brandt, J., Christensen, J. H., Frohn, L. M., Haszpra, L., Karstens, U., Rödenbeck, C., Ramonet, M., Carboni, G., and Santaguida, R.: Comparing atmospheric transport models for future regional inversions over Europe - Part 1: mapping the atmospheric CO&lt;sub&gt;2&lt;/sub&gt; signals, Atmos. Chem. Phys., 7, 3461–3479, 2007. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Gerbig, C., Lin, J., Wofsy, S., Daube, B C., Andrews, A E., Stephens, B B., Bakwin, P S., and Grainger, C A.: Toward constraining regional-scale fluxes of CO2 with atmospheric observations over a continent: 1. Observed spatial variability from airborne platforms, J. Geophys. Res.-Atmos., 108, 4756, \doi10.1029/2002JD003018, 2003a. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Gerbig, C., Lin, J., Wofsy, S., Daube, B C., Andrews, A E., Stephens, B B., Bakwin, P S., and Grainger, C A.: Toward constraining regional-scale fluxes of CO2 with atmospheric observations over a continent: 2. Analysis of COBRA data using a receptor-oriented framework, J. Geophys. Res.-Atmos., 108, 4757, \doi10.1029/2003JD003770, 2003b. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Gloor, M., Gruber, N., Sarmiento, J., Sabine, C L., Feely, R A., and Rödenbeck, C.: A first estimate of present and preindustrial air-sea CO&lt;sub&gt;2&lt;/sub&gt; flux patterns based on ocean interior carbon measurements and models, Geophysical Research Letters, 30, 1010, doi:10.1029/2002GL015594, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Heimann, M. and Körner, S.: The global atmospheric tracer model TM3, Tech. Rep 5, MPI BGC, Jena (Germany), 2003. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Jacobson, A R., Fletcher, S. E M., Gruber, N., Sarmiento, J L., and Gloor, M.: A joint atmosphere-ocean inversion for surface fluxes of carbon dioxide, I: Methods and global-scale fluxes, Global Biogeochem. Cycles, 21, GB1019, doi: 10.1029/2005GB002556, 2007. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Lauvaux, T., Uliasz, M., Sarrat, C., Chevallier, F., Bousquet, P., Lac, C., Davis, K. J., Ciais, P., Denning, A. S., and Rayner, P. J.: Mesoscale inversion: first results from the CERES campaign with synthetic data, Atmos. Chem. Phys., 8, 3459–3471, 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, J., Gerbig, C., Wofsy, S., and et~al: A near-field tool for simulating the upstream influence of atmospheric observations: The Stochastic Time-Inverted Lagrangian Transport (STILT) model, J. Geophys. Res.-Atmos., 108, 4493, \doi10.1029/2002JD003161, 2003. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Mikaloff~Fletcher, S E., Gruber, N., Jacobson, A R., Doney, S C., Dutkiewicz, S., Gerber, M., Follows, M., Joos, F., Lindsay, K., Menemenlis, D., Mouchet, A., Müller, S A., and Sarmiento, J L.: Inverse estimates of anthropogenic CO2 uptake, transport, and storage by the ocean, Global Biogeochem. Cycles, 20, GB2002, doi:10.1029/2005GB002530, 2006. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Mikaloff~Fletcher, S E., Gruber, N., Jacobson, A R., Doney, S C., Dutkiewicz, S., Gerber, M., Gloor, M., Follows, M., Joos, F., Lindsay, K., Menemenlis, D., Mouchet, A., Müller, S A., and Sarmiento, J L.: Inverse estimates of the oceanic sources and sinks of natural CO2 and the implied oceanic transport, Global Biogeochem. Cy., 21, GB1010, doi:10.1029/2006GB002751, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J. G J. and Berdowski, J. J M.: Global emissions sources and sinks, In: The Climate System, edited by: Berdowski, J., Guicherit, R., and Heij, B. J., A. A. Balkema Publishers/Swets &amp; Zeitlinger Publishers, Lisse, The Netherlands, ISBN-90-5809-255-0, 33–78, 2001. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Pérez-Landa, G., Ciais, P., Gangoiti, G., Palau, J L., Carrara, A., Gioli, B., Miglietta, F., Schumacher, M., Millán, M M., and Sanz, M J.: Mesoscale circulations over complex terrain in the Valencia coastal region, Spain – Part 2: Modeling CO&lt;sub&gt;2&lt;/sub&gt; transport using idealized surface fluxes, Atmos. Chem. Phys., 7, 1851–1868, 2007. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Peters, W., Jacobson, A R., Sweeney, C., Andrews, A E., Conway, T J., Masarie, K., Miller, J B., Bruhwiler, L. M P., Pétron, 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 perspective on North American carbon dioxide exchange: CarbonTracker, PNAS, 104, 18 925–18 930, 2007. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Peylin, P., Rayner, P J., Bousquet, P., Carouge, C., Hourdin, F., Heinrich, P., Ciais, P., and AEROCARB~contributors: Daily CO&lt;sub&gt;2&lt;/sub&gt; flux estimates over Europe from continuous atmospheric measurements: 1, inverse methodology, ACP, 5, 3173–3186, 2005. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Rödenbeck, C.: Estimating CO&lt;sub&gt;2&lt;/sub&gt; sources and sinks from atmospheric mixing ratio measurements using a global inversion of atmospheric transport, Tech. Rep 6, MPI BGC, Jena (Germany), prefixhttp://www.bgc-jena.mpg.de/mpg/websiteBiogeochemie/Publikatio% nen/Technical_Reports/tech_report6.pdf, 2005. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> R|&quot;odenbeck, C., Houweling, S., Gloor, M., and Heimann, M.: CO&lt;sub&gt;2&lt;/sub&gt; flux history 1982-2001 inferred from atmospheric data using a global inversion of atmospheric transport, Atmos. Chem. Phys., 3, 1919–1964, 2003. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Sitch, S., Prentice, I., Smith, B., Cramer, W., Kaplan, J., Lucht, W., Sykes, M., Thonicke, K., and Venevsky, S.: LPJ – a coupled model of vegetation dynamics and the terrestrial carbon cycle, in: The role of vegetation dynamics in the control of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; content (S. Sitch, PhD Thesis), Lund University, Lund (Sweden), 2000. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Trusilova, K. and Churkina, G.: The terrestrial ecosystem model BIOME-BGC v1, Tech. Rep 14, MPI BGC, Jena (Germany), prefixhttp://www.bgc-jena.mpg.de/bgc-systems/publications/tech_repo% rt14.pdf, 2008. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> van~der Molen, M. and Dolman, H.: Regional carbon fluxes and the effect of topography on the variability of atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, J. Geophys. Res.-Atmos., 112, D01104, doi:10.1029/2006JD007649, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>