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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-9-1123-2009</article-id>
<title-group>
<article-title>Lightning NO&lt;sub&gt;x&lt;/sub&gt; emissions over the USA investigated  using TES, NLDN, LRLDN, IONS data and the GEOS-Chem model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jourdain</surname>
<given-names>L.</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>Kulawik</surname>
<given-names>S. 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>Worden</surname>
<given-names>H. 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>Pickering</surname>
<given-names>K. E.</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>Worden</surname>
<given-names>J.</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>Thompson</surname>
<given-names>A. M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Jet Propulsion Laboratory, California Institute of Technology, 4800  Oak Grove Drive Pasadena, CA 91109, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>National Center for Atmospheric Research, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Meteorology, Pennsylvania State University, University  Park, PA 16802, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>14</day>
<month>01</month>
<year>2009</year>
</pub-date>
<volume>9</volume>
<issue>1</issue>
<fpage>1123</fpage>
<lpage>1155</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/9/1123/2009/acpd-9-1123-2009.html">This article is available from http://www.atmos-chem-phys-discuss.net/9/1123/2009/acpd-9-1123-2009.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/9/1123/2009/acpd-9-1123-2009.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/9/1123/2009/acpd-9-1123-2009.pdf</self-uri>
<abstract>
<p>Knowledge of the lightning source of NO&lt;sub&gt;x&lt;/sub&gt; is required to better
      understand NO&lt;sub&gt;x&lt;/sub&gt; and ozone distributions and changes in the
      troposphere, the oxidising capacity of the troposphere as well as some
      of the feedbacks between chemistry and climate change. In this paper,
      we use the National Lightning Detection (NLDN) and the Long Range
      Lightning Detection Network (LRLDN) data as well as the HYPSLIT
      transport and dispersion model to show the presence of ozone enhanced
      layers downwind of convective events in the ozone vertical profiles
      from the Tropospheric Emission Spectrometer (TES) instrument over the
      USA in July 2006. We use the TES dataset in conjunction with
      ozonesonde measurements from the Intercontinental Chemical Transport
      Experiment (INTEX) Ozonesonde Network Study (IONS) 2006 to test the
      parameterization of the lightning source of NO&lt;sub&gt;x&lt;/sub&gt; in a global
      chemistry transport model. We find that the global 3-D chemistry
      transport model GEOS-Chem with a lightning activity calculated with
      a parameterization based on cloud top height, scaled regionally and
      monthly to OTD/LIS (Optical Transient Detector/Lightning Imaging
      Sensor) climatology, and with a production of 260 mol NO/Flash
      captures the ozone enhancements seen by TES, but underestimates their
      intensities. We show that the model&apos;s ability to reproduce the
      location of the enhancements is due to the fact that this model
      reproduces the pattern of the convective events occurrence on a daily
      basis during the summer of 2006, even though it does not well
      represent the relative distribution of lightning intensities. By
      imposing an updated lightning NO production value of 520 mol NO/Flash,
      we decrease the bias between TES and GEOS-Chem over the US
      in July 2006 by 40%.</p>
</abstract>
<counts><page-count count="33"/></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"> Beer,~R., Glavich~T A., and Rider~D M.: Tropospheric Emission Spectrometer for the Earth Observing System&apos;s Aura satellite, Appl. Optics, 40, 2356–2367, 2001. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Beer,~R.: TES on the Aura mission: Scientific objectives, measurements, and analysis overview, IEEE T. Geosci. Remote, 44, 1102–1105, 2006. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Boccippio,~D J., Cummins,~K L., Christian,~H J., et al.: Combined satellite- and surface-based estimation of the intracloud-cloud-to-ground lightning ratio over the continental United States, Mon. Weather Rev., 129, 108–122, 2001. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Boccippio,~D J.: Lightning scaling relations revisited, Atmos. Environ., 59, 1086–1104, 2002. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Bowman,~K W., Rodgers,~C D., Kulawik,~S S, Worden,~J., Sarkissian,~E., Osterman,~G., Steck,~T., Lou,~M., Eldering,~A., Shephard,~M., Worden,~H., Lampel,~M., Clough,~S., Brown,~P., Rinsland,~C., Gunson,~M., and Beer,~R.: Tropospheric Emission Spectrometer: Retrieval method and error analysis, IEEE T. Geosci. Remote, 44, 1297–1307, 2006. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Brunner,~D., Staehelin,~J., and Jeker,~D.: Large-scale nitrogen oxide plumes in the tropopause region and implications for ozone, Science, 182, 1305–1309, 1998. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Brunner,~D., Staehelin,~J., Jeker,~D., Wernli,~H., and Schumman,~U.: Nitrogen oxides and ozone in the tropopause region of the Northern Hemisphere: Measurements from commercial aircraft in 1995/1996 and 1997, J. Geophys. Res., 106, 27673–27699, 2001. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Christian,~H J., Blakeslee,~R J., Boccippio,~D J., Boeck,~W L., Buechler,~D E., Driscoll,~K T., Goodman,~S J., Hall,~J M., Koshak,~W J., Mach,~D M., and Stewart,~M F.: Global frequency and distribution of lightning as observed from space by the Optical Transient Detector, J. Geophys. Res., 108, 4005, doi:10.1029/2002JD002347, 2003. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Cooper~O R., Stohl,~A., Trainer,~M., Thompson,~A M., Witte,~J C., Oltmans,~S J., Morris,~G., Pickering,~K E., Crawford,~J H., Chen,~G., Cohen,~R C., Bertram,~T H., Wooldridge,~P., Perring,~A., Brune,~W H., Merrill,~J., Moody,~J L., Tarasick,~D., Nédélec,~P., Forbes,~G., Newchurch,~M J., Schmidlin,~F J., Johnson,~B J., Turquety,~S., Baughcum,~S L., Ren,~X., Fehsenfeld,~F C., Meagher,~J F., Spichtinger,~N., Brown,~C C., McKeen,~S A., McDermid,~I S., and Leblanc,~T.: Large upper tropospheric ozone enhancements above mid-latitude North America during summer: In situ evidence from the IONS and MOZAIC ozone measurement network, J. Geophys. Res., 111, D24S05, doi:10.1029/2006JD007306, 2006. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Cooper,~O R., Trainer,~M., Thompson,~A M., Oltmans,~S J., Tarasick,~D W., Witte,~J C., Stohl,~A., Eckhardt,~S., Lelieveld,~J., Newchurch,~M J., Johnson,~B J., Portmann,~R W., Kalnajs,~L., Dubey,~M K., Leblanc,~T., McDermid,~I S., Forbes,~G., Wolfe,~D., Carey-Smith,~T., Morris,~G A., Lefer,~B., Rappenglück,~B., Joseph,~E., Schmidlin,~F., Ravishankara,~A., Meagher,~J., Fehsenfeld,~F C., Keating,~T J., Van Curen,~R A., and Minschwaner,~K.: Evidence for a~recurring eastern North American upper tropospheric ozone maximum during summer, J. Geophys. Res., 112, D23306, doi:10.1029/2007JD008910, 2007. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Crawford,~J., Davis,~D., Olson,~J., Chen,~G., Liu,~S., Fuelberg,~H., Hannan,~J., Kondo,~Y., Anderson,~B., Gregory,~G., Sachse,~G., Talbot,~R., Viggiano,~A., Heikes,~B., Snow,~J., Singh,~H., and Blake,~D.: Evolution and chemical consequences of lightning-produced \chemNO_x observed in the North Atlantic upper troposphere, J. Geophys. Res. 105, 19795–19809, 2000. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> DeCaria,~A J., Pickering,~K E., Stenchikov,~G L., Scala,~J R., Stith,~J L., Dye,~J E., Ridley,~B A., and Laroche,~P.: A~cloud-scale model study of lightning-generated \chemNO_x in an individual thunderstorm during STERAO-A, J. Geophys. Res., 105, 11601–11616, 2000. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> DeCaria~A J., Pickering,~K E., Stenchikov,~G L., and Ott,~L E.: Lightning-generated NO&lt;sub&gt;x&lt;/sub&gt; and its impact on tropospheric ozone production: A~three-dimensional modeling study of a~Stratosphere-Troposphere Experiment: Radiation, Aerosols and Ozone (STERAO-A) thunderstorm, J. Geophys. Res., 110, D14303, doi:10.1029/2004JD005556, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Draxler,~R R. and Rolph,~G D.: HYSPLIT (Hybrid Single-Particle Lagrangian Integrated Trajectory) model, Web address: http://www.arl.noaa.gov/ready/hysplit4.html, NOAA Air Resources Laboratory, Silver Spring, MD, USA, 2003. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Folkins~I., Bernath,~P., Boone,~C., Donner,~L J., Eldering,~A., Lesins,~G., Martin,~R V., Sinnhuber,~B.-M., and Walker,~K.: Testing convective parameterizations with tropical measurements of \chemHNO_3, CO, \chemH_2O, and \chemO_3: Implications for the water vapor budget, J. Geophys. Res., 111, D23304, doi:10.1029/2006JD007325, 2006. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Grogan,~M J.: Report on the 2002–2003 US NLDN system-wide upgrade, Vaisala Thunderstorm, Tuscon, Ariz, USA, 2004. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Horowitz,~L., Walters,~S., Mauzerall,~D., Emmons,~L., Rasch,~P., Granier,~C., Tie,~X., Lamarque,~J.-F., Schultz,~M., Tyndall,~G., Orlando,~J., and Brasseur,~G.: A~global simulation of tropospheric ozone and related tracers: Description and evaluation of MOZART, version~2, J. Geophys. Res., 108, 4784, doi:10.1029/2002JD002853, 2003. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Hudman,~R C., Jacob,~D J., Turquety~S., Leibensperger,~E M., Murray~L T., Wu,~S., Gilliland,~A B., Avery,~M., Bertram,~T H., Brune,~W., Cohen,~R C., Dibb,~J E., Flocke,~F M., Fried,~A., Holloway,~J., Neuman,~J A., Orville,~R., Perring,~A., Ren,~X., Sachse,~G W., Singh,~H B., Swanson,~A., and Wooldridge,~P J.: Surface and lightning sources of nitrogen oxides over the United States: Magnitudes, chemical evolution, and outflow, J. Geophys. Res., 112, D12S05, doi:10.1029/2006JD007912, 2007. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Huntrieser,~H., Schumann,~U., Schlager,~H., Holler,~H., Giez,~A., Betz,~H D., Brunner,~D., Forster,~C., Pinto,~O., and Calheiros,~R.: Lightning activity in Brazilian thunderstorms during TROCCINOX: implications for \chemNO_x production, Atmos. Chem. Phys., 8, 921–953, 2008. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Jaeglé,~L., Jacob,~D J., Wang,~Y., Weinheimer,~A J., Ridley,~B A., Campos,~T L., Sasche,~G W., and Hagen,~D E.: Sources and chemistry of \chemNO_x in the upper troposphere over the United States, Geosphys. Res. Lett., 25, 1705–1708, 1998. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Jaeglé,~L., Steinberger,~L., Martin,~R V., and Chance,~K.: Global partitioning of \chemNO_x sources using satellite observations: Relative roles of fossil fuel combustion, biomass burning and soil emissions, Faraday Discuss., 130, 407–423, 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Jeker~D P., Pfister,~L., Thompson,~A M., Brunner,~D., Boccipio,~D J., Pickering,~K E., Wernli,~H., Kondoa,~Y., and Staehelin,~J.: Measurements of nitrogen oxides at the tropopause: Attribution to convection and correlation with lightning, J. Geophys. Res., 105, 3679–3700, 2000. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Jourdain~L., Worden,~H M., Worden,~J R., Bowman,~K., Li,~Q., Eldering,~A., Kulawik,~S S., Osterman,~G., Boersma,~K F., Fisher,~B., Rinsland,~C P., Beer,~R., and Gunson,~M.: Tropospheric vertical distribution of tropical Atlantic ozone observed by TES during the northern African biomass burning season, Geophys. Res. Lett., 34, L04810, doi:10.1029/2006GL028284, 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Li,~D. and Shine,~K P.: A~4-Dimensionnal ozone climatology for UGAMP models, UGAMP Internal Report N 35, 1995. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Li,~Q., Jacob,~D J., Park,~R., Wang,~Y., Heald,~C L., Hudman,~R., Yantosca,~R M., Martin,~R V., and Evans,~M.: North American pollution outflow and the trapping of convectively lifted pollution by upper-level anticyclone, J. Geophys. Res., 110, D10301, doi:10.1029/2004JD005039, 2005. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Liu,~S C., Yu,~H., Wang,~Y., Davis,~D D., Kondo,~Y., Anderson,~B E., Sachse,~G W., Gregory,~G L., Ridley,~B., Fuelburg,~H E., Thompson,~A M., and Singh,~H B.: Sources of reactive nitrogen in the upper troposphere during SONEX, Geophys. Res. Lett., 26, 2441–2444, 1999. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Martin,~R V., Sioris,~C E., Chance,~K., Ryerson,~T B., Bertram,~T H., Wooldridge,~P J., Cohen,~R C., Neuman,~J A., Swanson,~A., and Flocke,~F M.: Evaluation of space-based constraints on global nitrogen oxide emissions with regional aircraft measurements over and downwind of eastern North America, J. Geoph. Res., 111, D21201, doi:10.1029/2005JD006680, 2006. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> McLinden,~C A., Olsen,~S C., Hannegan,~B., Wild,~O., Prather,~M J., and Sundet,~J.: Stratospheric ozone in 3-D models: A~simple chemistry and the cross-tropopause flux, J. Geophys. Res., 105, 14653–14666, 2000. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Nassar,~R., Logan,~J A., Worden,~H M., Megretskaia,~I A., Bowman,~K W., Osterman,~G B., Thompson,~A M., Tarasick,~D., Austin,~S., Claude,~H., Dubey,~M., Hocking,~W., Johnson,~B., Joseph,~E., Merrill,~J T., Morris,~G., Newchurch,~M J., Oltmans,~S., Posny,~F., Schmidlin,~F., Vömel,~H., Whiteman,~D., and Witte,~J.: Validation of Tropospheric Emission Spectrometer (TES) nadir ozone profiles using ozonesonde measurements. J. Geophys. Res., 113, D15S17, doi:10.1029/2007JD008819, 2008. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Osterman~G B., Kulawik,~S S., Worden,~H M., Richards,~N A D., Fisher,~B M., Eldering,~A., Shephard,~M W., Froidevaux,~L., Labow,~G., Luo,~M., Herman,~R L., Bowman,~K W., and Thompson,~A M.: Validation of Tropospheric Emission Spectrometer (TES) measurements of the total, stratospheric and tropospheric column abundance of ozone, J. Geophys. Res., 113, D15S16, doi:10.1029/2007JD008801, 2008. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Ott,~L E., Pickering,~K E., Stenchikov,~G L., DeCaria,~A J., Lin,~R.-F., Wang,~D., Lang,~S., and Tao,~W.-K.: Production of lightning \chemNO_x and its vertical distribution calculated from 3-D cloud-scale transport model simulations, J. Geophys. Res., in preparation, 2008. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Park,~M., Randel,~W J., Kinnison,~D E., Garcia,~R R., and Choi,~W.: Seasonal variation of methane, water vapor, and nitrogen oxides near the tropopause: Satellite observations and model simulations, J. Geophys. Res., 109, 2004. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Parrington,~M., Jones,~D B A., Bowman,~K W., Horowitz,~L W., Thompson,~A M., Tarasick,~D., and Witte,~J C.: Constraining the summertime tropospheric ozone distribution over North America through assimilation of observations from the Tropospheric Emission Spectrometer, J. Geophys. Res., 113, D18307, doi:10.1029/2007JD009341, 2008. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Pickering,~K E., Wang,~Y., Tao,~W.-K., Price,~C., and Müller,~J.-F.: Vertical distributions of lightning \chemNO_x for use in regional and global chemical transport models, J. Geophys. Res., 103, 31203–31216, doi:10.1029/98JD02651, 1998. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Price,~C. and Rind,~D.: A~simple lightning parameterization for calculating global lightning distributions, J. Geophys. Res., 97, 9919–9933, 1992. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Richards,~N A D., Osterman,~G B., Browell,~E V., Hair,~J W., Avery,~M., and Li,~Q.: Validation of Tropospheric Emission Spectrometer ozone profiles with aircraft observations during the Intercontinental Chemical Transport Experiment–B, J. Geophys. Res., 113, D16S29, doi:10.1029/2007JD008815, 2008. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Ridley,~B A., Walega,~J G., Dye,~J E., and Grahek,~F E.: Distributions of NO, \chemNO_x, \chemNO_y, and O&lt;sub&gt;3&lt;/sub&gt; to 12 km altitude during the summer monsoon season over New Mexico, J. Geophys. Res., 99(D12), 25519–25534, doi:10.1029/94JD02210, 1994. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Rodgers,~C D.: Inverse Methods for Atmospheric Sounding: Theory and Practise. Singapore: World Scientific, vol 2, Series on Atmospheric, Oceanic and planetary physics, p 1–11, 2000. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Sauvage,~B., Martin,~R V., van Donkelaar,~A., Liu,~X., Chance,~K., Jaegle,~L., Palmer,~P I., Wu,~S., and Fu,~T.-M.: Remote sensed and in situ constraints on processes affecting tropical tropospheric ozone, Atmos. Chem. Phys., 7, 815–838, 2007. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Schumann~U. and Huntrieser,~H.: The global lightning-induced nitrogen oxides source, Atmos. Chem. Phys., 7, 3823–3907, 2007 </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Stith,~J., Dye,~J., Ridley,~B., Laroche,~P., Defer,~E., Baumann,~K., Hübler,~G., Zerr,~R., and Venticinque,~M.: NO signatures from lightning flashes, J. Geophys. Res., 104, 16081–16089, 1999. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson,~A M., Pickering,~K E., Dickerson,~R R., Ellis,~W G., Jacob,~D J., Scala,~J R., Tao,~W K., McNamara,~D P., and Simpson,~J.: Convective transport over the central United States and its role in regional CO and ozone budgets, J. Geophys. Res., 99, 18703–18711, 1994. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson,~A M., Sparling,~L C., Kondo,~Y., Anderson,~B E., Gregory,~G L., and Sachse,~G W.: Perspectives on NO, NO&lt;sub&gt;y&lt;/sub&gt; and fine aerosol sources and variability during SONEX, Geophys. Res. Lett., 26, 3073–3076, 1999. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson,~A M., Stone, J. B., Witte, J. C., et al.: Intercontinental Chemical Transport Experiment Ozonesonde Network Study (IONS) 2004: 1. Summertime upper troposphere/lower stratosphere ozone over northeastern North America, J. Geophys. Res., 112, D12S12, doi:10.1029/2006JD007441, 2007a. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson,~A M., Stone, J. B., Witte, J. C., et al.: Intercontinental Chemical Transport Experiment Ozonesonde Network Study (IONS) 2004: 2 Tropospheric ozone budgets and variability over northeastern North America, J. Geophys. Res., 112, D12S13, doi:10.1029/2006JD007670, 2007b. %</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson,~A M., Yorks,~J E., Miller,~S K., Witte,~J C., %Dougherty,~K M., Morris,~G A., Baumgardner,~D., Ladino,~L., and Rappenglueck,~B.: %Tropospheric ozone sources and wave activity over Mexico City and Houston during %Milagro/Intercontinental Transport Experiment (INTEX-B) Ozonesonde Network %Study, 2006 (IONS-06), Atmos. Chem. Phys. Discuss., 8, 1–30, %2008. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Thompson, A. M., Yorks, J. E., Miller, S. K., Witte, J. C., Dougherty, K. M., Morris, G. A., Baumgardner, D., Ladino, L., and Rappenglück, B.: Tropospheric ozone sources and wave activity over Mexico City and Houston during MILAGRO/Intercontinental Transport Experiment (INTEX-B) Ozonesonde Network Study, 2006 (IONS-06), Atmos. Chem. Phys., 8, 5113–5125, 2008. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Wang,~Y., Logan,~J A., and Jacob,~D J.: Global simulation of tropospheric O3-\chemNO_x-hydrocarbon chemistry 2 Model evaluation and global ozone budget, J. Geophys. Res. 103, 10727–10755, 1998. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Worden,~J., Kulawik,~S S., Shephard,~M W., Clough,~S A., Worden,~H., Bowman,~K., and Goldman,~A.: Predicted errors of tropospheric emission spectrometer nadir retrievals from spectral window selection, J. Geophys. Res., 109, D09308, doi:10.1029/2004JD004522, 2004. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Worden,~H M., Logan,~J A., Worden,~J R., Beer,~R., Bowman,~K., Clough,~S A., Eldering,~A., Fisher,~B M., Gunson,~M R., Herman,~R L., Kulawik,~S S., Lampel,~M C., Luo,~M., Megretskaia,~I A., Osterman,~G B., and Shephard,~M W.: Comparisons of Tropospheric Emission Spectrometer (TES) ozone profiles to ozonesondes: Methods and initial results, J. Geoph. Res., 112, D09308, doi:10.1029/2006JD007258, 2007. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Yorks,~J E., Thompson,~A M., Joseph,~E., and Miller,~S K.: The variability of free tropospheric ozone over Beltsville, Maryland (39 N, 77 W) in the summers 2004–2007, Atmos. Environ., submitted, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>