<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<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-9-2577-2009</article-id>
<title-group>
<article-title>Technical note: a new method for the Lagrangian tracking of  pollution plumes from source to receptor using gridded model output</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Owen</surname>
<given-names>R. C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Honrath</surname>
<given-names>R. E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Geological and Mining Engineering and Sciences,  Michigan Technological University, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Civil and Environmental Engineering, Michigan  Technological University, Houghton, Michigan, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Atmospheric Sciences Program, Michigan Technological  University, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>08</day>
<month>04</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>7</issue>
<fpage>2577</fpage>
<lpage>2595</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/9/2577/2009/acp-9-2577-2009.html">This article is available from http://www.atmos-chem-phys.net/9/2577/2009/acp-9-2577-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/9/2577/2009/acp-9-2577-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/9/2577/2009/acp-9-2577-2009.pdf</self-uri>
<abstract>
<p>Lagrangian particle dispersion models (LPDMs) are powerful and popular tools
used for the analysis of atmospheric trace gas measurements. However, it can
be difficult to determine the transport pathway of emissions from their
source to a receptor using the standard gridded model output, particularly
during complex meteorological scenarios. In this paper we present a method to
clearly and easily identify the pathway taken by only those emissions that
arrive at a receptor at a particular time, by combining the standard gridded
output from forward (e.g., concentration) and backward (e.g., residence
time) LPDM simulations. By comparing the pathway determined from this method
with particle trajectories from both the forward and backward models, we
show that this method successfully restores much of the Lagrangian
information that is lost when the data are gridded. A sample analysis is
presented, demonstrating that the source-to-receptor pathway
determined from this method is more accurate and easier to use than
existing methods using standard LPDM products (gridded fields of,
e.g., concentrations and residence time). As demonstrated in an
evaluation and an example application, the method requires agreement
between the transport described by the forward and backward simulations
and thus provides a means to assess the quality and reversibility of
the simulation. Finally, we discuss the potential for combining the
backward LPDM simulation with gridded data from other sources (e.g.,
chemical transport models) to obtain a Lagrangian sampling of the air
that will eventually arrive at a receptor. Based on the advantages
presented here, this new method can complement or even replace many of
the standard uses of backward LPDM simulations.</p>
</abstract>
<counts><page-count count="19"/></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"> Carpenter, L J., Monks, P S., Bandy, B J., Penkett, S A., Galbally, I E., and Meyer, C P.: A study of peroxy radicals and ozone photochemistry at coastal sites in the northern and southern hemispheres, \jgr, 102, 25417–25427, 1997.  </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Cooper, O., Moody, J., Parrish, D., Trainer, M., Ryerson, T., Holloway, J., Hübler, G., Fehsenfeld, F., Oltmans, S., and Evans, M.: Trace gas signatures of the airstreams within North Atlantic cyclones: Case studies from the North American Regional Experiment (NARE &apos;97) aircraft intensive, \jgr, 106, 5437–5456, 2001. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Cooper, O., Stohl, A., Eckhardt, S., Parrish, D., Oltmans, S., Johnson, B., Nédélec, P., Schmidlin, F., Newchurch, M., Kondo, Y., and Kita, K.: A springtime comparison of tropospheric ozone and transport pathways on the east and west coasts of the United States, \jgr, 110, D05S90, \doi10.1029/2004JD005183, 2005.  </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> ECMWF: Users guide to ECMWF products~4.0, Tech. Rep. Meteorological Bulletin M3.2, European Center for Medium-Range Weather Forecasts (ECMWF), Reading, UK, 2005. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Errico, R M.: What is an adjoint model?, B. Am. Meteorol. Soc., 78, 2577–2591, 1997. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Evans, M., Shallcross, D., Law, K., Wild, J., Simmonds, P., Spain, T., Berrisford, P., Methven, J., Lewis, A., McQuaid, J., Pilling, M., Bandy, B., Penkett, S., and Pyle, J.: Evaluation of a Lagrangian box model using field measurements from EASE (Eastern Atlantic Summer Experiment) 1996, \atmenv, 34, 3843–3863, 2000. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Flesch, T., Wilson, J., and Yee, E.: Backward-Time Lagrangian Stochastic Dispersion Models and Their Application to Estimate Gaseous Emissions, J. Appl. Meteorol., 34, 1230–1332, 1995. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Han, Y.-J., Holsen, T M., Hopke, P K., and Yi, S.-M.: Comparison of back-trajectory based modeling and Lagrangian backward dispersion modeling for location sources of reactive gaseous mercury, \est, 23, 1715–1723, 2005. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Hess, P. and Vuki\&apos;cevi\&apos;c, T.: Intercontinental transport, chemical transformations, and baroclinic systems, \jgr, 108(D12), 4354, \doi10.1029/2002JD002798, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Honrath, R., Helmig, D., Owen, R., Parrish, D., and Tanner, D.: Non-methane hydrocarbons (NMHC) at Pico Mountain, Azores: 2. Eevent-specific analysis of the impacts of mixing and photochemistry on hydrocarbon ratios, \jgr, 113, D20S92, \doi10.1029/2008JD009832, 2008. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Kentarchos, A S., Roelofs, G J., Lelieveld, J., and Cuevas, E.: On the origin of elevated surface ozone concentrations at Izana Observatory, Tenerife during late March 1996, \grl, 27, 3699–3702, 2000. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Lehmann, R., von der Gathen, P., Rex, M., and Streibel, M.: Statistical analysis of the precision of the Match method, Atmos. Chem. Phys., 5, 2713–2727, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Lewis, A C., Evans, M J., Methven, J., Watson, N., Lee, J D., Hopkins, J R., Purvis, R M., Arnold, S R., McQuaid, J B., Whalley, L K., Pilling, M J., Heard, D E., Monks, P S., Parker, A E., Reeves, C E., Oram, D E., Mills, G., Bandy, B J., Stewart, D., Coe, H., Williams, P., and Crosier, J.: Chemical composition observed over the mid-Atlantic and the detection of pollution signatures far from source regions, \jgr, 112, D10S39, \doi10.1029/2006JD007584, 2007. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Lin, J., Gerbig, C., Wofsy, S., Andrews, A., Daube, B., David, K., and Grainger, C.: A near-field tool for simulating the upstream influence of stmospheric observations: The Stochastic Time-Inverted Lagrangian Transport (STILT) model, \jgr, 108(D16), 4493, \mbox\doi1029/2002JD003161, 2003. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Methven, J., Arnold, S., O&apos;Connor, F., Barjat, H., Dewey, K., Kent, J., and Brough, N.: Estimating photochemically produced ozone throughout a domain using flight data and a Lagrangian model, \jgr, 108(D9), 4271, \doi10.1029/2002JD002955, 2003. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Methven, J., Arnold, S., Stohl, A., Evans, M., Avery, M., Law, K., Lewis, A., Monks, P., Parrish, D., Reeves, C., Schlager, H., Atlas, E., Blake, D., Coe, H., Crosier, J., Flocke, F., Holloway, J., Hopkins, J., McQuaid, J., Purvis, R., Rappenglück, B., Singh, H., Watson, N., Whalley, L., and Williams, P.: Establishing Lagrangian connections between observations within air masses crossing the Atlantic during the International Consortium for Atmospheric Research on Transport and Transformation experiment, \jgr, 111, D23S62, \mbox\doi10.1029/2006JD007540, 2006. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Neuman, A., Parrish, D., Trainer, M., Ryerson, T., Holloway, J., Nowak, J., Swanson, A., Flocke, F., Roberts, J., Brown, S., Stark, H., Sommariva, R., Stohl, A., Peltier, R., Weber, R., Wollny, A., Sueper, D T., Hubler, G., and Fehsenfeld, F.: Reactive nitrogen transport and photochemistry in urban plumes over the North Atlantic Ocean, \jgr, 111, D23S54, \doi10.1029/2006JD007010, 2006. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J., Bouwman, A., der Maas, C V., Berdowski, J., Veldt, C., Bloos, J., Visschedijk, A., Zandveld, P., and Haverlag, J.: Description of EDGAR Version 2.0: A set of global emission inventories of greenhouse gases and ozone-depleting substances for all anthropogenic and most natural sources on a per country basis and on 1$^\circ\times$1&amp;deg; grid, Tech. Rep. 771060 002 and R96/119, National Institute of Public Health and the Environment (RIVM) and Netherlands Organization for Applied Scientific Research (TNO), 1996. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Owen, R C., Cooper, O R., Stohl, A., and Honrath, R E.: An analysis of the mechanisms of North American pollutant transport to the central North Atlantic lower free troposphere, \jgr, 111, D23S58, \doi10.1029/2006JD007062, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Rex, M., von~der Gathen, P., Harris, N., Lucic, D., Knudsen, B., Braathen, G., Reid, S., Backer, H D., Claude, H., Fabian, R., Fast, H., Gil, M., Kyro, E., Mikkelsen, I., Rummukainen, M., Smit, H., Stahelin, J., Varotsos, C., and Zaitcev, I.: In situ measurements of stratospheric ozone depletion rates in the Artic winter 1991/1992: A Lagrangian approach, \jgr, 103, 5843–5853, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Seibert, P. and Frank, A.: Source-receptor matrix calculation with a Lagrangian particle dispersion model in backward mode, Atmos. Chem. Phys., 4, 51–63, 2004. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A.: Computation, accuracy and applications of trajectories – a review and bibliography, \atmenv, 32, 947–966, 1998. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A. and Trickl, T.: A textbook example of long-range transport: simultaneous observation of ozone maxima of stratospheric and North American origin in the free troposphere over Europe, \jgr, 104, 30445–30462, 1999. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Wotawa, G., Seibert, P., and Kromp-Klob, H.: Interpolation errors in wind fields as a function of spatial and temporal resolution and their impact on different types of kinematic trajectories, J. Appl. Meteorol., 34, 2149–2165, 1995. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Eckhardt, S., Foster, C., James, P., Spichtinger, N., and Seibert, P.: A replacement for simple back trajectory calculations in the interpretation of atmospheric trace substance measurements, \atmenv, 36, 4635–4648, 2002a. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Trainer, M., Ryerson, T B., Holloway, J S., and Parrish, D D.: Export of \noy from the North American boundary layer during 1996 and 1997 North Atlantic Regional Experiments, \jgr, 107(D11), 4131, doi:10.1029/2001JD000519, 2002b. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Forster, C., Eckhardt, S., Spichtinger, N., Huntrieser, H., Heland, J., Schlager, H., Wilhelm, S., Arnold, F., and Cooper, O.: A backward modeling study of intercontinental pollution transport using aircraft measurements, \jgr, 108(D12), 4370, \doi1029/2002JD002862, 2003. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Cooper, O. R., Damoah, R., Fehsenfeld, F. C., Forster, C., Hsie, E.-Y., Hübler, G., Parrish, D. D., and Trainer, M.: Forecasting for a Lagrangian aircraft campaign, Atmos. Chem. Phys., 4, 1113–1124, 2004. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Forster, C., Frank, A., Seibert, P., and Wotawa, G.: Technical note: The Lagrangian particle dispersion model FLEXPART version 6.2, Atmos. Chem. Phys., 5, 2461–2474, 2005. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson, A.: Criteria for the selection of stochastic models of particle trajectories in turbulent flows, J. Fluid Mech. , 180, 529–556, 1987. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Trickl, T., Cooper, O R., Eisele, H., James, P., Mücke, R., and Stohl, A.: Intercontinental transport and its influence on the ozone concentrations over Europe: Three case studies, \jgr, 108, 8530, \doi10.1029/2002JD002735, 2003. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Vuki\&apos;cevi\&apos;c, T. and Hess, P.: Analysis of tropospheric transport in the Pacific Basin using the adjoint technique, \jgr, 105, 7213–7230, 2000. </mixed-citation>
</ref>
</ref-list>
</back>
</article>