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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-7-1671-2007</article-id>
<title-group>
<article-title>Systematic analysis of interannual and seasonal variations of model-simulated tropospheric NO&lt;sub&gt;2&lt;/sub&gt; in Asia and comparison with GOME-satellite data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Uno</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>He</surname>
<given-names>Y.</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>Ohara</surname>
<given-names>T.</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>Yamaji</surname>
<given-names>K.</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>Kurokawa</surname>
<given-names>J.-I.</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>Katayama</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>Wang</surname>
<given-names>Z.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Noguchi</surname>
<given-names>K.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hayashida</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Richter</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Burrows</surname>
<given-names>J. P.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Research Institute for Applied Mechanics, Kyushu University, Kasuga Park 6-1, Kasuga, Fukuoka, Japan</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Earth System Science and Technology, Kyushu University, Kasuga Park 6-1, Kasuga, Fukuoka, Japan</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>National Institute for Environmental Studies, Tsukuba, Ibaraki, Japan</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Frontier Research Center for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>NZC/LAPC, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Information Science, Faculty of Science, Nara Women&apos;s University, Nara, Japan</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Institute of Environmental Physics, University of Bremen, Bremen, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>27</day>
<month>03</month>
<year>2007</year>
</pub-date>
<volume>7</volume>
<issue>6</issue>
<fpage>1671</fpage>
<lpage>1681</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>
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<abstract>
<p>Systematic analyses of interannual and seasonal variations of tropospheric
NO&lt;sub&gt;2&lt;/sub&gt; vertical column densities (VCDs) based on GOME satellite data and
the regional scale chemical transport model (CTM), Community Multi-scale Air
Quality (CMAQ), are presented for the atmosphere over eastern Asia between
1996 and June 2003. A newly developed year-by-year emission inventory (REAS)
was used in CMAQ. The horizontal distribution of annual averaged GOME
NO&lt;sub&gt;2&lt;/sub&gt; VCDs generally agrees well with the CMAQ results. However,
CMAQ/REAS results underestimate the GOME retrievals with factors of 2&amp;ndash;4
over polluted industrial regions such as Central East China (CEC), a major
part of Korea, Hong Kong, and central and western Japan. The most probable
reasons for the underestimation typically over the CEC are accuracy of the
basic energy statistic data, emission factors, and socio-economic data used
for construction of emission inventory. For the Japan region, GOME and CMAQ
NO&lt;sub&gt;2&lt;/sub&gt; data show reasonable agreement with respect to interannual
variation and show no clear increasing trend. For CEC, GOME and CMAQ
NO&lt;sub&gt;2&lt;/sub&gt; data indicate a very rapid increasing trend from 2000. Analyses of
the seasonal cycle of NO&lt;sub&gt;2&lt;/sub&gt; VCDs show that GOME data have larger dips
than CMAQ NO&lt;sub&gt;2&lt;/sub&gt; during February&amp;ndash;April and September&amp;ndash;November.
Sensitivity experiments with fixed emission intensity reveal that the
detection of emission trends from satellite in fall or winter has a larger
error caused by the variability of meteorology. Examination during summer
time and annual averaged NO&lt;sub&gt;2&lt;/sub&gt; VCDs are robust with respect to
variability of meteorology and are therefore more suitable for analyses of
emission trends. Analysis of recent trends of annual emissions in China
shows that the increasing trends of 1996&amp;ndash;1998 and 2000&amp;ndash;2002 for GOME and
CMAQ/REAS show good agreement, but the rate of increase by GOME is
approximately 10&amp;ndash;11% yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt; after 2000; it is slightly steeper
than CMAQ/REAS (8&amp;ndash;9% yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;). The greatest difference was
apparent between the years 1998 and 2000: CMAQ/REAS only shows a few
percentage points of increase, whereas GOME gives a greater than 8% yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt; increase. The exact reason remains unclear, but the most likely
explanation is that the emission trend based on the Chinese emission related
statistics underestimates the rapid growth of emissions.</p>
</abstract>
<counts><page-count count="11"/></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"> Akimoto, H., Ohara, T., Kurokawa, J., and Horii, N.: Verification of energy consumption in China during 1996&amp;ndash;2003 by satellite observation, Atmos. Environ., 40, 7663&amp;ndash;7667, 2006. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Boersma, K. F., Eskes, H. J., Meijer, E. W., and Kelder, H. M.: Estimates of lightning NOx production from GOME satellite observations, Atmos. Chem. Phys., 5, 2311&amp;ndash;2331, 2005. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Byun, D. W. and Ching, J. K. S. (Eds.): Science algorithms of the EPA Models-3 community multi-scale air quality (CMAQ) modeling system. \textitNERL, Research Triangle Park, NC EPA/ 600/R-99/030, 1999. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Carter, W. P. L.: Documentation of the SAPRC-99 chemical mechanism for VOC reactivity assessment, Final report to California Air Resource Board, Contract No. 92-329 and 95-308, May, 2000. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Irie, H., Sudo, K., Akimoto, H., et al.: Evaluation of long-term tropospheric NO2 data obtained by GOME over East Asia in 1996&amp;ndash;2002, Geophys. Res. Lett., $32$, L11810, doi:10.1029/2005GL022770, 2005. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Jaeglé, L., Steinberger, L., Martin, R. V., and Chance, K.: Global partitioning of NOx sources using satellite observations: Relative roles of fossil fuel combustion, biomass burning and soil emissions, Faraday Discuss., 130, 407&amp;ndash;423, 2005. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Koelemeijer, R. B. A., de Haan, J. F., and Stammes, P.: A database of spectral surface reflectivity in the range 335&amp;ndash;772 nm derived from 5.5 years of GOME observations, J. Geophys. Res., 108(D2), 4070, doi:10.1029/2002JD002429, 2003. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Ma, J., Richter, A., Burrows, J. P., Nüß, H., and van Aardenne, J. A.: Comparison of model-simulated tropospheric NO&lt;sub&gt;2&lt;/sub&gt; over China with GOME-satellite data, Atmos. Environ., $40$, 593&amp;ndash;604, 2006. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Martin, R. V., Jacob, D. J., Chance, K., Kurosu, T. P., Palmer, P. I., and Evans, M. J.: Global inventory of nitrogen oxide emissions constrained by space-based observations of NO&lt;sub&gt;2&lt;/sub&gt; columns, J. Geophys. Res., 108, 4537, doi:10.1029/2003JD003453, 2003. %</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> %Ohara, T., Akimoto, H., Kurokawa, J., Horii, N., Yamaji, K., Yan, X., and Hayasaka, T.: REAS: Asian emission inventory for anthropogenic emission %sources during the period 1980&amp;ndash;2020, Atmos. Chem. Phys. %Discuss., in preparation\blackbox\bf status?, 2007. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Olivier, J. G. J., Berdowslki, J. J. M., Peters, J. A. H. W., Visschedijk, A. J. H., Bekker, J., and Bloos, J. P. J.: Applications of EDGAR: Emission Database for Global Atmospheric Research. Dutch National Research Programme on Global Air Pollution and Climate Change, report no. 410 200 051, 2002. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Pielke, R. A., Cotton, W. R., Walko, R. L., Tremback, C. J., Lyons, W. A., Grasso, L. D., Nicholls, M. E., Moran, M. D., Wesley, D. A., Lee, T. J., and Copeland, J. H.: A comprehensive meteorological modeling system&amp;ndash;-RAMS. Meteorol. Atmos. Phys., $49$, 69&amp;ndash;91, 1992. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Richter, A., Burrows, J. P., Nüß, H., Granier, C., and Niemeier, U.: Increase in tropospheric nitrogen dioxide over China observed from space, Nature, $437$, 129&amp;ndash;132, doi:10.1038/nature04092, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Streets D. G., Bond, T. C., Carmichael, G. R., Fernandes, S. D., Fu, Q., He, D., Klimont, Z., Nelson, S. M., Tsai, N. Y., Wand, M. Q., Woo, J.-H., and Yarber, K. F.: An inventory of gaseous and primary aerosol emissions in Asia in the year 2000, J. Geophys. Res., $108$(D21), 8809, doi:10.1029/2002JD003093, 2003. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Sudo, K., Takahashi, M., Kurokawa, J., and Akimoto, H.: CHASER: a global chemical model of the troposphere &amp;ndash; 1. Model description, J. Geophys. Res.-Atmos., $107$(D17), 4339, doi:10.1029/2001JD001113, 2002. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Tanimoto, H., Sawa, Y., Matsueda, H., Uno, I., Ohara, T., Yamaji, K., Kurokawa, J., and Yonemura, S.: Significant latitudinal gradient in the surface ozone spring maximum over East Asia, Geophys. Res. Lett., $32$, L21805, doi:10.1029/2005GL023514, 2005. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Uno, I., Ohara, T., Sugata, S., Kurokawa, J., Furuhashi, N., Yamaji, K., Tanimoto, N., Yumimoto, K., and Uematsu, M.: Development of RAMS/CMAQ Asian scale chemical transport modeling system, J. Japan Soc. Atmos. Environ., 40(4), 148&amp;ndash;164, [in Japanese], 2005. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> van Noiji, T. P. C., Eskes, H. J., Dentener, F. J., et al.: Multi-model ensemble simulations of tropospheric NO&lt;sub&gt;2&lt;/sub&gt; compared with GOME retrievals for the year 2000, Atmos. Chem. Phys., $6$, 2943&amp;ndash;2979, 2006. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> van der A, R. J., Peters, D. H. M. U., Eskes, H., Boersma, K. F., Van Roozendael, M., De Smedt, I., and Kelder, H. M.: Detection of the trend and seasonal variation in tropospheric NO&lt;sub&gt;2&lt;/sub&gt; over China, J. Geophys. Res., $111$, D12317, doi:10.1029/2005JD006594, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Yamaji, K., Ohara, T., Uno, I., Tanimoto, H., Kurokawa, J., and Akimoto, H.: Analysis of seasonal variation of ozone in the boundary layer in East Asia using the Community Multi-scale Air Quality model: What controls surface ozone level over Japan?, Atmos. Environ., $40$, 1856&amp;ndash;1868, 2006a. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Yamaji, K.: Modeling study of spatial-temporal variations of tropospheric ozone over East Asia, Ph. D. thesis for Kyushu University, 2006b. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, M.-G., Uno, I., Sugata, S., Wang, Z.-F., D. W.,, and Akimoto, H.: Numerical study of boundary layer ozone transport and photochemical production in east Asia in the wintertime, Geophys. Res. Lett., $29$, 1545, doi:10.1029/2001GL014368, 2002. %</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> %Zhang, Q., Streets, D. G., \blackbox\bf please name at least 3 authors before using et al. et al.: NO&lt;sub&gt;x&lt;/sub&gt; emission trends for China, 1995&amp;ndash;2004: The %view from the ground and the view from space, in preparation, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>