<?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-10-12225-2010</article-id>
<title-group>
<article-title>Atmospheric three-dimensional inverse modeling of regional industrial emissions and global oceanic uptake of carbon tetrachloride</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Xiao</surname>
<given-names>X.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Prinn</surname>
<given-names>R. G.</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>Fraser</surname>
<given-names>P. J.</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>Weiss</surname>
<given-names>R. F.</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>Simmonds</surname>
<given-names>P. G.</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>O&apos;Doherty</surname>
<given-names>S.</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>Miller</surname>
<given-names>B. R.</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>Salameh</surname>
<given-names>P. K.</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>Harth</surname>
<given-names>C. 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>Krummel</surname>
<given-names>P. B.</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>Golombek</surname>
<given-names>A.</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>Porter</surname>
<given-names>L. W.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Elkins</surname>
<given-names>J. W.</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>Dutton</surname>
<given-names>G. S.</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>Hall</surname>
<given-names>B. D.</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>Steele</surname>
<given-names>L. P.</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>Wang</surname>
<given-names>R. H. J.</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>Cunnold</surname>
<given-names>D. M.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Earth, Atmospheric, and Planetary Sciences, MIT, Cambridge, MA 02139, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Centre for Australian Weather and Climate Research, CSIRO Marine and Atmospheric Research, Aspendale, Victoria 3195, Australia</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA 92093, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>School of Chemistry, University of Bristol, Bristol, UK</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>ESRL, NOAA, Boulder, CO 80305, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Centre for Australian Weather and Climate Research, Australian Government Bureau of Meteorology, Melbourne, Victoria 3000, Australia</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>School of Earth and Atmospheric Sciences, Georgia Institute of Technology, Atlanta, GA 30332, USA</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>now at: Civil &amp; Environmental Engineering, Rice University, Houston, TX 77005, USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>deceased</addr-line>
</aff>
<pub-date pub-type="epub">
<day>10</day>
<month>05</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>5</issue>
<fpage>12225</fpage>
<lpage>12260</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/10/12225/2010/acpd-10-12225-2010.html">This article is available from http://www.atmos-chem-phys-discuss.net/10/12225/2010/acpd-10-12225-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys-discuss.net/10/12225/2010/acpd-10-12225-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys-discuss.net/10/12225/2010/acpd-10-12225-2010.pdf</self-uri>
<abstract>
<p>Carbon tetrachloride (CCl&lt;sub&gt;4&lt;/sub&gt;) has substantial stratospheric ozone
depletion potential and its consumption is controlled under the Montreal
Protocol and its amendments. We implement a Kalman filter using atmospheric
CC1&lt;sub&gt;4&lt;/sub&gt; measurements and a 3-dimensional chemical transport model to
estimate the interannual regional industrial emissions and seasonal global
oceanic uptake of CCl&lt;sub&gt;4&lt;/sub&gt; for the period of 1996–2004. The Model of
Atmospheric Transport and Chemistry (MATCH), driven by offline National
Center for Environmental Prediction (NCEP) reanalysis meteorological fields,
is used to simulate CCl&lt;sub&gt;4&lt;/sub&gt; mole fractions and calculate their
sensitivities to regional sources and sinks using a finite difference
approach. High frequency observations from the Advanced Global Atmospheric
Gases Experiment (AGAGE) and NOAA Earth System Research Laboratory (ESRL)
and low frequency flask observations are together used to constrain the
source and sink magnitudes, estimated as factors that multiply the a priori
fluxes. Although industry data imply that the global industrial emissions
were substantially declining with large interannual variations, the
optimized results show only small interannual variations and a small
decreasing trend. The global surface CCl&lt;sub&gt;4&lt;/sub&gt; mole fractions were declining
in this period because the CCl&lt;sub&gt;4&lt;/sub&gt; oceanic and stratospheric sinks
exceeded the industrial emissions. Compared to the a priori values, the
inversion results indicate substantial increases in industrial emissions
originating from the South Asian/Indian and Southeast Asian regions, and
significant decreases in emissions from the European and North American
regions.</p>
</abstract>
<counts><page-count count="36"/></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"> Allen, N. D. C., Bernath, P. F., Boone, C. D., Chipperfield, M. P., Fu, D., Manney, G. L., Oram, D. E., Toon, G. C., and Weisenstein, D. K.: Global carbon tetrachloride distributions obtained from the Atmospheric Chemistry Experiment (ACE), Atmos. Chem. Phys., 9, 7449–7459, doi:10.5194/acp-9-7449-2009, 2009. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Butler, J. H., Battle, M., Bender, M. L., Montzka, S. A., Clarke, A. D., Saltzman, E. S., Sucher, C. M., Severinghaus, J. P., and Elkins, J. W.: A record of atmospheric halocarbons during the twentieth century from polar firn air, Nature, 399, 749–755, 1999. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Chen, Y.-H. and Prinn, R. G.: Estimation of atmospheric methane emissions between 1996 and 2001 using a three-dimensional global chemical transport model, J. Geophys. Res., 111, D10307, doi:10.1029/2005JD006058, 2006. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Clerbaux, C., Cunnold, D. M., Anderson, J., Engel, A., Fraser, P. J., Mahieu, E., Manning, A., Miller, J., Montzka, S. A., Nassar, R., Prinn, R. G., Reimann, S., Rinsland, C. P., Simmonds, P. G., Verdonik, D., Weiss, R. F., Wuebbles, D., Yokouchi, Y.: Chapter 1 Long-lived compounds, in: Scientific Assessment of Ozone Depletion: 2006, Global Ozone Research and Monitoring Project – Report No. 50, World Meteorological Organization, Geneva, Switzerland, 2007. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cunnold, D. M., Weiss, R. F., Prinn, R. G., Hartley, D. E., Simmonds, P. G., Fraser, P. J., Miller, B. R., Alyea, F. N., and Porter, L.: GAGE/AGAGE measurements indicating reductions in global emissions of CCl&lt;sub&gt;3&lt;/sub&gt;F and CCl&lt;sub&gt;2&lt;/sub&gt;F&lt;sub&gt;2&lt;/sub&gt; in 1992-1994, J. Geophys. Res., 102(D1), 1259–1269, 1997. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Golombek, A. and Prinn, R. G.: A global three-dimensional model of the circulation and chemistry of CFCl&lt;sub&gt;3&lt;/sub&gt;, CF&lt;sub&gt;2&lt;/sub&gt;Cl&lt;sub&gt;2&lt;/sub&gt;, CH&lt;sub&gt;3&lt;/sub&gt;CCl&lt;sub&gt;3&lt;/sub&gt;, CCl&lt;sub&gt;4&lt;/sub&gt;, and N&lt;sub&gt;2&lt;/sub&gt;O, J. Geophys. Res., 91(D3), 3985–4001, 1986. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Golombek, A. and Prinn, R. G.: Global three-dimensional model calculations of the budgets and present-day atmospheric lifetimes of CF&lt;sub&gt;2&lt;/sub&gt;ClCFCl&lt;sub&gt;2&lt;/sub&gt; (CFC-113) and CHClF&lt;sub&gt;2&lt;/sub&gt; (CFC-22), Geophys. Res. Lett., 16(10), 1153–1156, 1989. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Golombek, A. and Prinn, R. G.: A global three-dimensional model of the stratospheric sulfuric acid layer, J. Atmos. Chem., 16, 179–199, 1993. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Happell, J. D. and Roche, M. P.: Soils: a global sink of atmospheric carbon tetrachloride, Geophys. Res. Lett., 30(2), 1088, doi:10.1029/2002GL015957, 2003. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Jöckel, P., Brenninkmeijer, C. A. M., Lawrence, M. G., Jeuken, A. B. M., and van Velthoven, P. F. J.: Evaluation of stratosphere-troposphere exchange and the hydroxyl radical distribution in three-dimensional global atmospheric models using observations of cosmogenic $^14$CO, J. Geophys. Res., 107(D20), 4446, doi:10.1029/2001JD001324, 2002. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Kindler, T. P., Chameides, W. L., Wine, P. H., Cunnold, D. M., Alyea, F. N., and Franklin, J. A.: The fate of atmospheric phosgene and the stratospheric chlorine loadings of its parent compounds: CCl&lt;sub&gt;4&lt;/sub&gt;, C&lt;sub&gt;2&lt;/sub&gt;Cl&lt;sub&gt;4&lt;/sub&gt;, C&lt;sub&gt;2&lt;/sub&gt;HCl&lt;sub&gt;3&lt;/sub&gt;, CH&lt;sub&gt;3&lt;/sub&gt;CCl&lt;sub&gt;3&lt;/sub&gt;, and CHCl&lt;sub&gt;3&lt;/sub&gt;, J. Geophys. Res., 100(D1), 1235–1251, 1995. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Krummel, P. B., the AGAGE team and respective participating laboratory investigators: Inter-comparison of AGAGE trace gases with other laboratories, unpublished report presented at the 37th meeting of AGAGE scientists, Grindelwald, Switzerland, June 2008, 19 pp., 2008. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N. M.: Development of a 3-dimensional chemical transport model based on observed winds and use in inverse modeling of the source of CCl&lt;sub&gt;3&lt;/sub&gt;F, PhD thesis, MIT, Cambridge, 1996. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N. M., Rasch, P. J., Eaton, B. E., Whittlestone, S., and Prinn, R. G.: Transport of $^222$radon to the remote troposphere using the Model of Atmospheric Transport and Chemistry and assimilated winds from ECMWF and the National Center for Environmental Prediction/NCAR, J. Geophys. Res., 102(D23), 28139–28151, 1997a. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Mahowald, N. M., Prinn, R. G., and Rasch, P. J.: Deducing CCl&lt;sub&gt;3&lt;/sub&gt;F emissions using an inverse method and chemical transport models with assimilated winds, J. Geophys. Res., 102(D23), 28153–28168, 1997b. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Montzka, S. A., Butler, J. H., Meyers, R. C., Thompson, T. M., Swanson, T. H., Clarke, A. D., Locke, L. T., and Elkins, J. W.: Decline in the tropospheric abundance of halogen from halocarbons: Implications for stratospheric ozone depletion, Science, 272, 1318–1322, 1996. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Montzka, S. A., Butler, J. H., Elkins, J. W., Thompson, T. M., Clarke, A. D., and Locke, L. T.: Present and future trends in the atmospheric burden of ozone-depleting halogens, Nature, 398, 690–694, 1999. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Montzka, S. A., Fraser, P. J., Butler, J. H., Connell, P. S., Cunnold, D. M., Daniel, J. S., Derwent, R. G., Lal, S., McCulloch, A., Oram, D. E., Reeves, C. E., Sanhueza, E., Steele, L. P., Velders, G. J. M., Weiss, R. F., and Zander, R. J.: Chapter 1 Controlled substances and other source gases, in: Scientific Assessment of Ozone Depletion: 2002, Global Ozone Research and Monitoring Project – Report No. 47., World Meteorological Organization, Geneva, Switzerland, 2003. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Prinn, R. G., Zander, R., et al.: Chapter 1 Long-lived ozone-related compounds, in: Scientific Assessment of Ozone Depletion: 1998, Global Ozone Research and Monitoring Project – Report No. 44., World Meteorological Organization, Geneva, Switzerland, 1999. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Prinn, R. G.: Measurement equation for trace chemicals in fluids and solution of its inverse, in Inverse Methods in Global Biogeochemical Cycles, Geophys. Monogr. Ser., 114, edited by: Kasibhatla, P., Heimann, M., Rayner, P., et al., AGU, Washington DC, USA, 3–18, 2000. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Prinn, R. G., Weiss, R. F., Fraser, P. J., Simmonds, P. G., Cunnold, D. M., Alyea, F. N., O&apos;Doherty, S., Salameh, P., Miller, B. R., Huang, J., Wang, R. H. J., Hartley, D. E., Harth, C., Steele, L. P., Sturrock, G., Midgley, P. M., and McCulloch, A.: A histoty of chemically and radiatively important gases in air deduced from ALE/GAGE/AGAGE, J. Geophys. Res., 105(D14), 17751–17792, 2000. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Rasch, P. J., Mahowald, N. M., and Eaton, B. E.: Representations of transport, convection, and the hydrologic cycle in chemical transport models: Implications for the modeling of short-lived and soluble species, J. Geophys. Res., 102(D23), 28127–28138, 1997. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Simmonds, P. G., Cunnold, D. M., Weiss, R. F., Miller, B. R., Prinn, R. G., Fraser, P. J., McCulloch, A., Alyea, F. N., and O&apos;Doherty, S.: Global trends and emission estimates of CCl&lt;sub&gt;4&lt;/sub&gt; from in situ background observations from July 1978 to June 1996, J. Geophys. Res., 103(D13), 16017–16027, 1998. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Stohl, A., Seibert, P., Arduini, J., Eckhardt, S., Fraser, P., Greally, B. R., Lunder, C., Maione, M., Mühle, J., O&apos;Doherty, S., Prinn, R. G., Reimann, S., Saito, T., Schmidbauer, N., Simmonds, P. G., Vollmer, M. K., Weiss, R. F., and Yokouchi, Y.: An analytical inversion method for determining regional and global emissions of greenhouse gases: Sensitivity studies and application to halocarbons, Atmos. Chem. Phys., 9, 1597–1620, 2009. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Volk, C. M., Elkins, J. W., Fahey, D. W., Dutton, G. S., Gilligan, J. M., Loewenstein, M., Podolske, J. R., Chan, K. R., and Gunson, M. R.: Evaluation of source gas lifetimes from stratospheric observations, J. Geophys. Res., 102(D21), 25543–25564, 1997. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Xiao, X., Prinn, R. G., Fraser, P. J., Simmonds, P. G., Weiss, R. F., O&apos;Doherty, S., Miller, B. R., Salameh, P. K., Harth, C. M., Krummel, P. B., Porter, L. W., Mühle, J., Greally, B. R., Cunnold, D., Wang, R., Montzka, S. A., Elkins, J. W., Dutton, G. S., Thompson, T. M., Butler, J. H., Hall, B. D., Reimann, S., Vollmer, M. K., Stordal, F., Lunder, C., Maione, M., Arduini, J., and Yokouchi, Y.: Optimal estimation of the surface fluxes of methyl chloride using a 3-D global chemical transport model, Atmos. Chem. Phys. Discuss., 9, 27693–27744, doi:10.5194/acpd-9-27693-2009, 2009. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Yvon-Lewis, S. A. and Butler, J. H.: Effect of oceanic uptake on atmospheric lifetimes of selected trace gases, J. Geophys. Res., 107(D20), 4414, doi:10.1029/2001JD001267, 2002. </mixed-citation>
</ref>
</ref-list>
</back>
</article>