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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-3-5237-2003</article-id>
<title-group>
<article-title>Inverse modeling of CO&lt;sub&gt;2&lt;/sub&gt; sources and sinks using satellite data: A synthetic inter-comparison of measurement techniques and their performance as a function of space and time</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Houweling</surname>
<given-names>S.</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>Breon</surname>
<given-names>F.-M.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Aben</surname>
<given-names>I.</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>Rödenbeck</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gloor</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</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="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ciais</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Institute for Space Research (SRON), Utrecht, The Netherlands</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Laboratoire des Sciences du Climate et de l’Environnement, Gif sur Yvette, France</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Max Planck Institute for Biogeochemistry, Jena, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>20</day>
<month>10</month>
<year>2003</year>
</pub-date>
<volume>3</volume>
<issue>5</issue>
<fpage>5237</fpage>
<lpage>5274</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/3/5237/2003/acpd-3-5237-2003.html">This article is available from http://www.atmos-chem-phys-discuss.net/3/5237/2003/acpd-3-5237-2003.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/3/5237/2003/acpd-3-5237-2003.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/3/5237/2003/acpd-3-5237-2003.pdf</self-uri>
<abstract>
<p>Currently two polar orbiting satellite instruments measure
      CO&lt;sub&gt;2&lt;/sub&gt; concentrations in the Earth&apos;s atmosphere, while other missions are planned
      for the coming years. In the future such instruments might become powerful
      tools for monitoring changes in the atmospheric CO&lt;sub&gt;2&lt;/sub&gt;
      abundance and to improve our quantitative understanding of the leading processes controlling
      this. At the moment, however, we are still in an exploratory phase where first experiences are collected and promising new space-based measurement
      concepts are investigated. This study assesses the potential of some of these
      concepts to improve CO&lt;sub&gt;2&lt;/sub&gt; source and sink estimates obtained from
      inverse modelling. For this purpose the performance of existing and planned
      satellite instruments is quantified by synthetic simulations of their ability
      to reduce the uncertainty of the current source and sink estimates in comparison with the existing ground-based network of sampling sites. Our high
      resolution inversion of sources and sinks (at 8º x 10º allows us to investigate the variation of instrument performance in space and
      time and at various temporal and spatial scales. The results of our synthetic
      tests clearly indicate that the satellite performance increases with increasing sensitivity of the instrument to
      CO&lt;sub&gt;2&lt;/sub&gt; near the Earth&apos;s surface, favoring the near infra-red technique. Thermal infrared instruments,
      on the contrary, reach a better global coverage, because the performance in
      the near infrared is reduced over the oceans owing to a low surface albedo.
      Near infra-red sounders can compensate for this by measuring in sun-glint,
      which will allow accurate measurements over the oceans, at the cost, however,
      of a lower measurement density. Overall, the sun-glint pointing near infrared
      instrument is the most promising concept of those tested. We show that the
      ability of satellite instruments to resolve fluxes at smaller temporal and
      spatial scales is also related to surface sensitivity. All the satellite instruments performed relatively well over the continents resulting mainly
      from the larger prior flux uncertainties over land than over the oceans. In
      addition, the surface networks are rather sparse over land increasing the additional benefit of satellite measurements there. Globally, rather
      challenging satellite instrument precisions are needed to compete with the
      surface network (about 1 ppmv for weekly and 8&amp;deg; &amp;times; 10&amp;deg; averaged SCIAMACHY columns). Regionally, however, these requirements relax
      considerably, increasing to 5 ppmv for SCIAMACHY over tropical continents. This points not only to an interesting research area using
      SCIAMACHY data, but also to the fact that satellite requirements should not
      be quantified by only a single number. The applicability of our synthetic results to real satellite instruments is limited by rather crude
      representations of instrument and data retrieval related uncertainties. This
      should receive high priority in future work.</p>
</abstract>
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