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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ACP</journal-id>
<journal-title-group>
<journal-title>Atmospheric Chemistry and Physics</journal-title>
<abbrev-journal-title abbrev-type="publisher">ACP</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</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/acp-3-1023-2003</article-id>
<title-group>
<article-title>Constraining tropospheric mixing timescales using airborne observations and numerical models</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Good</surname>
<given-names>P.</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>Giannakopoulos</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>O’Connor</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>Arnold</surname>
<given-names>S. R.</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>de Reus</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schlager</surname>
<given-names>H.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Observatory of Athens, Greece</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Centre for Atmospheric Science, Cambridge, UK</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of the Environment, University of Leeds, UK</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Max-Planck-Institute for Chemistry, Atmospheric Chemistry Department, Mainz, Germany</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>German Aerospace Center, Institute of Atmospheric Physics, Oberpfaffenhofen, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>16</day>
<month>07</month>
<year>2003</year>
</pub-date>
<volume>3</volume>
<issue>4</issue>
<fpage>1023</fpage>
<lpage>1035</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.net/3/1023/2003/acp-3-1023-2003.html">This article is available from http://www.atmos-chem-phys.net/3/1023/2003/acp-3-1023-2003.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/3/1023/2003/acp-3-1023-2003.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/3/1023/2003/acp-3-1023-2003.pdf</self-uri>
<abstract>
<p>A technique is demonstrated for estimating atmospheric mixing time-scales from
      in-situ data, using a Lagrangian model initialised from an Eulerian chemical
      transport model (CTM).  This method is applied to airborne tropospheric CO observations taken during seven flights of the Mediterranean
      Intensive Oxidant Study (MINOS) campaign, of August 2001. The time-scales derived, correspond to mixing applied at the spatial scale of the CTM grid.
      They are relevant to the family of hybrid Lagrangian-Eulerian models, which impose Eulerian grid mixing to an underlying
      Lagrangian model.  The method uses the fact that in Lagrangian tracer transport
      modelling, the mixing spatial and temporal scales are decoupled: the spatial
      scale is determined by the resolution of the initial tracer field, and the time
      scale by the trajectory length.  The chaotic nature of lower-atmospheric advection results in the continuous generation of smaller spatial scales, a
      process terminated in the real atmosphere by mixing.  Thus, a mix-down lifetime can be estimated by
      varying trajectory length so that the model reproduces the observed amount of
      small-scale tracer structure.  Selecting a trajectory length is equivalent to
      choosing a mixing timescale. For the cases studied, the results are very insensitive to CO photochemical change
      calculated along the trajectories.  That is, it was found that if CO was treated as a passive tracer, this did not affect the mix-down timescales derived, since
      the slow CO photochemistry does not have much influence at small spatial scales.
      The results presented correspond to full photochemical calculations.  The method is most appropriate for relatively
      homogeneous regions, i.e. it is not too important to account for changes in aircraft
      altitude or the positioning of stratospheric intrusions, so that small scale structure is easily distinguished.
      The chosen flights showed a range of mix-down time upper limits: a very short
      timescale of 1 day for 8 August, due possibly to recent convection or model error, 3 days for 3 August,
      probably due to recent convective and boundary layer mixing, and 6-9 days for 16, 17, 22a, 22c and 24 August.  These numbers
      refer to a mixing spatial scale of 2.8°, defined here by the resolution of the Eulerian grid from which tracer fields
      were interpolated to initialise the Lagrangian model.  For the flight of 3 August, the
      observed concentrations result from a complex set of transport histories, and
      the models are used to interpret the observed structure, while illustrating where more caution is required with this method of estimating
      mix-down lifetimes.</p>
</abstract>
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