<?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">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-10-9801-2010</article-id>
<title-group>
<article-title>Impact of model resolution on chemical ozone formation in Mexico City; application of the WRF-Chem model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tie</surname>
<given-names>X.</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>Brasseur</surname>
<given-names>G.</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>Ying</surname>
<given-names>Z.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Center for Atmospheric Research, Boulder, CO USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Climate Service Center, Hamburg, Germany</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department of Earth and Atmospheric Science, York University, Toronto, Canada</addr-line>
</aff>
<pub-date pub-type="epub">
<day>16</day>
<month>04</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>4</issue>
<fpage>9801</fpage>
<lpage>9838</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/10/9801/2010/acpd-10-9801-2010.html">This article is available from http://www.atmos-chem-phys-discuss.net/10/9801/2010/acpd-10-9801-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/10/9801/2010/acpd-10-9801-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/10/9801/2010/acpd-10-9801-2010.pdf</self-uri>
<abstract>
<p>The resolution of regional chemical/dynamical models has important effects
on the calculation of distributions of air pollutants in large cities. In
this study, the sensitivity of air pollutants and photochemical O&lt;sub&gt;3&lt;/sub&gt;
production to different model resolutions is studied by using a regional
chemical/dynamical model (version 3 of Weather Research and Forecasting
Chemical model – WRF-Chemv3) in Mexico City. The model results with 3, 6,
12, and 24 km resolutions are compared to the surface measurements for CO,
NO&lt;sub&gt;x&lt;/sub&gt;, and O&lt;sub&gt;3&lt;/sub&gt;. The study shows that the model resolutions with 3 and 6 km
have reasonable simulations of surface CO, NO&lt;sub&gt;x&lt;/sub&gt;, and O&lt;sub&gt;3&lt;/sub&gt; concentrations
and diurnal variations. The model results intend to underestimate the
measurements when the resolution is reduced to 12 km. The calculated surface
CO, NO&lt;sub&gt;x&lt;/sub&gt;, and O&lt;sub&gt;3&lt;/sub&gt; concentrations significantly underestimate the measured
values at 24 km resolution. This study suggests that 12 km is a threshold
resolution for the O&lt;sub&gt;3&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt; precursor calculations for using a
regional chemical/dynamical model in Mexico City. There are three major
factors related to the effects of model resolution on the calculations of
O&lt;sub&gt;3&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt; precursors, including; (1) the calculated meteorological
conditions with different model resolutions, (2) the emission spatial
distribution of ozone precursors, and (3) the non-linearly O&lt;sub&gt;3&lt;/sub&gt;
photochemical productions with different resolutions. Model studies suggest
that model resolution (resulting in different meteorological condition and
transport process) have larger impacts than emission inventory resolutions
for the calculations of O&lt;sub&gt;3&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt; precursors. The model
calculations show that with coarse resolution of emission inventory (24 km)
and fine meteorological condition resolution (6 km), the calculated CO and
O&lt;sub&gt;3&lt;/sub&gt; are considerably improved compared to the calculation with coarse
resolution for both emission inventory and meteorological condition (24 km),
suggesting that the impacts of resolution on meteorological condition and
transport process are largest for the calculations of O&lt;sub&gt;3&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt;
precursors. The emission resolution has important effects on the
calculation, but the effects are smaller than the model resolution. This
study also suggests that the changes of O&lt;sub&gt;3&lt;/sub&gt; precursors at different
resolutions lead to important impacts on O&lt;sub&gt;3&lt;/sub&gt; chemical formation due to
the non-linear relationship between O&lt;sub&gt;3&lt;/sub&gt; formation and O&lt;sub&gt;3&lt;/sub&gt;
precursors. Finally, this study suggests that with the balance between the
model performance and required computation time, the 6 km resolution is an
optimal resolution for the calculation of O&lt;sub&gt;3&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt; precursors in
Mexico City.</p>
</abstract>
<counts><page-count count="38"/></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">Brasseur, G., Orlando, J., and Tyndall, G.: Atmospheric Chemistry and Global Change, Oxford University Press, 1999. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Cairns M. M. and Corey, J.: An application of the MM5 to modeling high winds in complex terrain: A case study in the eastern Sierra. Western Region Tech. Attachment 98-13, 4 pp., 1998. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Chameides, W. L. and Walker, J.: Time dependent photochemical model for ozone near the ground, J. Geophys. Res., 81, 413–420. 1976. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Colle, B. A., Mass, C. F., and Westrick, K. J.: MM5 precipitation verification over the Pacific Northwest during the 1997–1999 cool seasons, Wea. Forecasting, 15, 730–744, 2000. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Crutzen, P. J.: Physical and chemical processes which control the production, destruction, and distribution of ozone and some other chemically active minor constituents, GARP Publications Series, 16, 236–243. 1975. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Davis, J. M. and Speckman, P,: A model for predicting maximum and 8~h average ozone in Houston, Atmos. Environ., 33, 2487–2500. 1999. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Fast, J. D., de Foy, B., Acevedo Rosas, F., Caetano, E., Carmichael, G., Emmons, L., McKenna, D., Mena, M., Skamarock, W., Tie, X., Coulter, R. L., Barnard, J. C., Wiedinmyer, C., and Madronich, S.: A meteorological overview of the MILAGRO field campaigns, Atmos. Chem. Phys., 7, 2233–2257, 2007. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Grell, G. A., Peckham, S. E., Schmitz, R., McKeen, S. A., Wilczak, J., and Eder, B.: Fully coupled &quot;online&quot; chemistry within the WRF model, Atmos. Environ. 39, 6957–6975, 2005 </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Hoadley, J. L., Westrick, K., Ferguson, S. A., Goodrick, S. L., Bradshaw, L., and Werth, P.: The Effect of Model Resolution in Predicting Meteorological Parameters Used in Fire Danger Rating, J. Appl. Meteoro., 43, 1333–1347, 2004. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Kleinman, L. I., Daum, P. H., Imre, D. J., Lee, J. F., Lee, Y.-N., Nunnermacker, L. J., Springston, S. R., Weinstein-Lloyd, J., and Newman, L.: Ozone production in the New York City urban plume, J. Geophys. Res., 105, 14495–14512, doi:10.1029/2000JD900011, 2000. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Lei, W., Zhang, R., Tie, X., and Hess, P.: Chemical characterization of ozone formation in the Houston-Galveston area, J. Geophys. Res., 109, D12, doi:10.102/2003JD004219, 2004. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Lei, W., Zavala, M., de Foy, B., Volkamer, R., and Molina, L. T.: Characterizing ozone production and response under different meteorological conditions in Mexico City, Atmos. Chem. Phys., 8, 7571–7581, 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Li., G., Zhang, R., Fan, J., and Tie, X.: Impacts of biogenic emissions on photochemical ozone formation in Houston, Texas, J. Geophys. Res., 112, D10309, doi:10.1029/2006JD007924, 2007. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Lin, X., Trainer, M., Liu, S. C.: On the nonlinearity of the tropospheric ozone production, J. Geophys. Res., 93(D12), 15879–15888, doi:10.1029/88JD03750, 1988. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Mahmud, A, Tyree, M., Cayan, D., Motallebi, N., Kleeman, M., and Michael J.: Statistical downscaling of climate change impacts on ozone concentrations in California, J. Geophys. Res. 113, D21103, doi:10.1029/2007JD009534, 2008. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Mass C. F., Ovens, D., Westrick, K., and Colle, B. A.: Does increasing horizontal resolution produce more skillful forecasts?, B. Am. Meteor. Soc, 83, 407–430, 2002. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Molina, L. and Molina, M.: Air Quality in the Mexico MegaCity: An Integrated Assessment, Kluwer Academic Publishers, Dordrecht, 2002. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Noyes, P. D., McElwee, M. K., Miller, H. D., Clark, B. W., Van Tiem, L. A., Walcott, K. C., Erwin, K. N., and Levin, E. D.: The toxicology of climate change: Environ. Int., 35, 971–986, 2009. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Sillman, S.: The use of NOy, H&lt;sub&gt;2&lt;/sub&gt;O&lt;sub&gt;2&lt;/sub&gt;, and HNO&lt;sub&gt;3&lt;/sub&gt; as indicators for ozone-NO&lt;sub&gt;x&lt;/sub&gt;-hydrocarbon sensitivity in urban locations, J. Geophys. Res., 100, 14175–14188, 1995. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Tie, X, Madronich, S., Li, G. H., Ying, Z., Zhang, R., Garcia, A., Lee-Taylor, J., and Liu, Y.: Characterizations of chemical oxidants in Mexico City: A regional chemical/dynamical model (WRF-Chem) study, Atmos. Environ., 41, 1989–2008, 2007. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Tie, X., Geng, F. H., Peng, L., Gao, W., and Zhao, C. S.: Measurement and modeling of O&lt;sub&gt;3&lt;/sub&gt; variability in Shanghai, China; Application of the WRF-Chem model, Atmos. Environ., 43, 4289–4302, 2009a. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Tie, X., Madronich, S., Li, G., Ying, Z., Weinheimer, A., Apel, E., and Campos, T.: Simulation of Mexico City plumes during the MIRAGE-Mex field campaign using the WRF-Chem model, Atmos. Chem. Phys., 9, 4621–4638, 2009b. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">West, J., Zavala, J., Molina, M. A., Molina, L. T., Martini, M. J., McRae, F. S., Iglesias, G. J., and Colina, G. S.: Modeling ozone photochemistry and evaluation of hydrocarbon emissions in the Mexico City metropolitan area. J. Geophys. Res., 109, D19312, doi:10.1029/2004JD004614, 2004. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Ying, Z., Tie, X., and Li, G. H.: Sensitivity of ozone concentrations to diurnal variations of surface emissions in Mexico City: A WRF/Chem modeling study, Atmos. Environ, 43, 851–859, 2009. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Zavala, M., Lei, W., Molina, M. J., and Molina, L. T.: Modeled and observed ozone sensitivity to mobile-source emissions in Mexico City, Atmos. Chem. Phys., 9, 39–55, 2009a </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Zavala, M., Herndon, S. C., Wood, E. C., Onasch, T. B., Knighton, W. B., Marr, L. C., Kolb, C. E., and Molina, L. T.: Evaluation of mobile emissions contributions to Mexico City&apos;s emissions inventory using on-road and cross-road emission measurements and ambient data, Atmos. Chem. Phys., 9, 6305–6317, 2009b. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, R., Lei, W., Tie, X., and Hess, P.: Industrial emissions cause extreme diurnal urban ozone variability, Proceedings of National Academic Science USA, 101, 6346–6350, 2004. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Zhang, Y., Dubey, M. K., Olsen, S. C., Zheng, J., and Zhang, R.: Comparisons of WRF/Chem simulations in Mexico City with ground-based RAMA measurements during the 2006-MILAGRO, Atmos. Chem. Phys., 9, 3777–3798, 2009. </mixed-citation>
</ref>
</ref-list>
</back>
</article>