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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-10-6391-2010</article-id>
<title-group>
<article-title>Analysis of emission data from global commercial aviation: 2004 and 2006</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wilkerson</surname>
<given-names>J. T.</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>Jacobson</surname>
<given-names>M. Z.</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>Malwitz</surname>
<given-names>A.</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>Balasubramanian</surname>
<given-names>S.</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>Wayson</surname>
<given-names>R.</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>Fleming</surname>
<given-names>G.</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>Naiman</surname>
<given-names>A. D.</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>Lele</surname>
<given-names>S. K.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Civil and Environmental Engineering, Stanford University, Stanford CA, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Volpe National Transportation Systems Center, US Department of Transportation, Cambridge, MA, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Aeronautics and Astronautics, Stanford University, Stanford CA, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>14</day>
<month>07</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>13</issue>
<fpage>6391</fpage>
<lpage>6408</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/10/6391/2010/acp-10-6391-2010.html">This article is available from http://www.atmos-chem-phys.net/10/6391/2010/acp-10-6391-2010.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/10/6391/2010/acp-10-6391-2010.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/10/6391/2010/acp-10-6391-2010.pdf</self-uri>
<abstract>
<p>The global commercial aircraft fleet in 2006 flew 31.26 million flights,
burned 188.20 million metric tons of fuel, and covered 38.68 billion
kilometers. This activity emitted substantial amounts of fossil-fuel
combustion products within the upper troposphere and lower stratosphere that
affect atmospheric composition and climate. The emissions products, such as
carbon monoxide, carbon dioxide, oxides of nitrogen, sulfur compounds, and
particulate matter, are not emitted uniformly over the Earth, so
understanding the temporal and spatial distributions is important for
modeling aviation&apos;s climate impacts. Global commercial aircraft emission
data for 2004 and 2006, provided by the Volpe National Transportation
Systems Center, were computed using the Federal Aviation Administration&apos;s
Aviation Environmental Design Tool (AEDT). Continuous improvement in
methodologies, including changes in AEDT&apos;s horizontal track methodologies,
and an increase in availability of data make some differences between the
2004 and 2006 inventories incomparable. Furthermore, the 2004 inventory
contained a significant over-count due to an imperfect data merge and
daylight savings error. As a result, the 2006 emissions inventory is
considered more representative of actual flight activity. Here, we analyze
both 2004 and 2006 emissions, focusing on the latter, and provide corrected
totals for 2004. Analysis of 2006 flight data shows that 92.5% of
fuel was burned in the Northern Hemisphere, 69.0% between 30N and 60N
latitudes, and 74.6% was burned above 7 km. This activity led to
162.25 Tg of carbon from CO&lt;sub&gt;2&lt;/sub&gt; emitted globally in 2006, more than half
over three regions: the United States (25.5%), Europe (14.6), and
East Asia (11.1). Despite receiving less than one percent of global
emissions, the Arctic receives a uniformly dispersed concentration of
emissions with 95.2% released at altitude where they have longer
residence time than surface emissions. Finally, 85.2% of all flights
by number in 2006 were short-haul missions, yet those flights were
responsible for only 39.7% of total carbon from CO&lt;sub&gt;2&lt;/sub&gt;. The
following is a summary of these data which illustrates the global and
regional aviation emissions footprints for 2004 and 2006, and provides
temporal and spatial distribution statistics.</p>
</abstract>
<counts><page-count count="18"/></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"> Baughcum, S. L., Henderson, S. C., and Tritz, T. G.: Scheduled Civil Aircraft Emissions Inventories for 1976 and 1984: Database Development and Analysis, NASA CR 4722, 1996a. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Baughcum, S. L., Tritz, T. G., Henderson, S. C., and Pickett, D. C.: Scheduled Civil Aircraft Emissions Inventories for 1992: Database Development and Analysis, NASA CR 4700, 1996b. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> CACC: General Administration of Civil Aviation in China, China&apos;s Airlines to Carry 270 mln Passengers in 2010, available online at: http://www.caac.gov.cn/English/News/200708/t20070831_7717.html, last access: 19 August 2009. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">DuBois, D. and Paynter, G. C.: Fuel Flow Method2 for Estimating Aircraft Emissions, SAE Technical Paper Series, Washington, DC, 2006-01-198, 2006. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Eyers, C. J., Addleton, D., Atkinson, K., Broomhead, M. J., Christou, R. A., Elliff, T. E., Falk, R., Gee, I. L., Lee, D. S., Marizy, C., Michot, S., Middel, J., Newton, P., Norman, P., Plohr, M., Raper, D. W., and Stanciou, N.: AERO2k Global Aviation Emissions Inventories for 2002 and 2025, QinetiQ Ltd, Farnborough, HampshireQINETIQ/04/01113, 2005. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Forster, C., Stohl, A., and James, P.: The residence times of aircraft emissions in the stratosphere using a mean emission inventory and emissions along actual flight tracks, J. Geophys. Res., 108, 8524–8535, 2003. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Gauss, M., Isaksen, I. S. A., Lee, D. S., and Søvde, O. A.: Impact of aircraft NO&lt;sub&gt;x&lt;/sub&gt; emissions on the atmosphere – tradeoffs to reduce the impact, Atmos. Chem. Phys., 6, 1529–1548, doi:10.5194/acp-6-1529-2006, 2006. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Hadaller, O. J. and Momenthy, A. M.: Characteristics of Future Aviation Fuels, in: Transportation and Global Climate Change, edited by: Greene, D. L. and Santini, D. J., American Council for an Energy-Efficient Economy, Washington, DC, 1993. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> ICAO, International Civil Aviation Organization, Forecasts of Scheduled Passenger Traffic: Long-Term Traffic and Aircraft Movement Forecasts, available online at: http://www.icao.int/icao/en/atb/ead/fep/Longterm.htm, 2007. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">IEA: CO&lt;sub&gt;2&lt;/sub&gt; Emissions from Fuel Combustion, Highlights (2009 Edition), International Energy Agency (IEA), 2009. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Jacobson, M. Z., Wilkerson, J. T., Naiman, A. D., and Lele, S. K.: The effects of aircraft on climate and pollution – Part~1: A model that treats the subgrid evolution of discrete size- and composition-resolved contrails from all commercial flights worldwide, Atmos. Chem. Phys. Discuss., submitted, 2010. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Kettunen, T., Hustache, J.-C., Fuller, I., Dan, H., Bonn, J., and Knorr, D.: Flight Efficiency Studies in Europe and the United States, 6th USA/Europe Air Traffic Management Research and Development Seminar, Baltimore, MD, 10, 2005. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, B. Y., Fleming, G. G., Balasubramanian, S., Malwitz, A., Lee, J. J., Ruggiero, J., Waitz, I. A., Klima, K., Locke, M., Holsclaw, C. A., Morales, A., McQueen, E., and Gillette, W.: System for assessing Aviation&apos;s Global Emissions (SAGE) Version 1.5: System Revision History, FAA, Ed., Office of Environment and Energy, 21, 2005a. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, B. Y., Fleming, G. G., Balasubramanian, S., Malwitz, A., Lee, J. J., Ruggiero, J., Waitz, I. A., Klima, K., Stouffer, V., Long, D., Kostiuk, P., Locke, M., Holsclaw, C. A., Morales, A., McQueen, E., and Gillette, W.: System for assessing Aviation&apos;s Global Emissions (SAGE) Version 1.5: Technical Manual. FAA, Ed., Office of Environment and Energy, 236, 2005b. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, B. Y., Fleming, G. G., Balasubramanian, S., Malwitz, A., Lee, J. J., Waitz, I. A., Klima, K., Locke, M., Holsclaw, C. A., Morales, A., McQueen, E., and Gillette, W.: System for assessing Aviation&apos;s Global Emissions (SAGE) Version 1.5: Global Aviation Emissions Inventories for 2000 through 2004. FAA, Ed., Office of Environment and Energy, 48, 2005c. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Kim, B. Y., Fleming, G. G., Lee, J. J., Waitz, I. A., Clarke, J.-P., Balasubramanian, S., Malwitz, A., Klima, K., Locke, M., Holsclaw, C. A., Maurice, L. Q., and Gupta, M. L.: System for assessing Aviation&apos;s Global Emissions (SAGE), Part 1: Model description and inventory results, Transport. Res. Part D: Transportation and Environment, 12D, 325–346, 2007. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Knighton, W. B., Herdon, S. C., and Miake-Lye, R. C.: Aircraft Engine Speciated Organic Gases: Speciation of Unburned Organic Gases in Aircraft Exhaust. Environmental Protection Agency, Office of Transportation and Air Quality; Federal Aviation Administration, Office of Environment and Energy, 2009. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, D. S., Owen, B., Graham, A., Fichter, C., Lim, L. L., and Dimitriu, D.: Allocation of International Aviation Emissions from Scheduled Air Traffic – Present Day and Historical (Report 2 of 3), Manchester Metropolitan University, Centre for Air Transport and the Environment, Manchester, UK., 2005. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, D. S., Pitari, G., Grewe, V., Gierens, K., Penner, J. E., Petzold, A., Prather, M. J., Schumann, U., Bais, A., Berntsen, T., Iachetti, D., Lim, L. L., and Sausen, R.: Transport impacts on atmosphere and climate: Aviation, Atmospheric Environment, Atmos. Environ., doi:10.1016/j.atmosenv.2009.06.005, in press, 2010. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Lee, J. J., Waitz, I. A., Kim, B. Y., Fleming, G. G., Maurice, L. Q., and Holsclaw, C. A.: System for assessing Aviation&apos;s Global Emissions (SAGE), Part 2: Uncertainty assessment, Transport. Res.; Part D: Transportation and Environment, 12D, 381–395, 2007. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Malwitz, A., Kim, B. Y., Fleming, G. G., Lee, J. J., Balasubramanian, S., Waitz, I. A., Klima, K., Locke, M., Holsclaw, C. A., Morales, A., McQueen, E., and Gillette, W.: System for assessing Aviation&apos;s Global Emissions (SAGE) Version 1.5: Assessment Validation Assessment, Model Assumptions and Uncertainties, FAA, Ed., Office of Environment and Energy, 36., 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Michot, S., Elliff, T., Fleming, G. G., Kim, B. Y., Holsclaw, C. A., Locke, M., and Morales, A.: Flight Movement Inventory: SAGE-AERO2K, Air Traffic Control Quarterly, 12, 125–145, 2004. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> MOCA, India Ministry of Civil Aviation; 2006–07 Annual Report: http://civilaviation.nic.in/reports/an_rep0607eng/Chapter-1.pdf (last access: 18 July 2009), 2007. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Naiman, A. D., Lele, S. K., Wilkerson, J. T., and Jacobson, M. Z.: Parameterization of subgrid plume dilution for use in large-scale atmospheric simulations, Atmos. Chem. Phys., 10, 2551–2560, doi:10.5194/acp-10-2551-2010, 2010. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> OAG: Airlines Offer Record Number Of Seats In July, available online at: http://www.oag.com/oag/website/com/en/Press+Room/Press+Releases+2007/Airlines+Offer+Record+Number+Of+Seats+In+July, (last access: 27 May 2010), 2007. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> RIVA: The IMAGE 2.2 implementation of the SRES scenarios. A comprehensive analysis of emissions, climate change and impacts in the 21st century, National Institute for Public Health and the Environment, Bilthoven, the NetherlandsCD-ROM publication 481508018, 2001. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Roof, C., Hansen, A., Fleming, G. G., Thrasher, T., Nguyen, A., Hall, C., Dinges, E., Bea, R., Grandi, F., Kim, B. Y., Usdrowski, S., and Hollingsworth, P.: Aviation Environmental Design Tool (AEDT) System ArchitectureAEDT-AD-01, 2007. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Sausen, R., Isaksen, I. S. A., Grewe, V., Hauglustaine, D., Lee, D. S., Myhre, G., Kohler, M. O., Pitari, G., Schumann, U., Stordal, F., and Zerefos, C. S.: Aviation radiative forcing in 2000: An update on IPCC (1999), Meteorol. Z., 14, 555–561, 2005. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Sutkus Jr., D. J., Baughcum, S. L., and DuBois, D. P.: Scheduled Civil Aircract Emission Inventories for 1999: Database Development and Analysis, NASA-CR-2001-211216, 2001. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Volpe: Volpe National Transportation Systems Center/US DOT, Enhanced Traffic Management System (ETMS), Functional Description, Version 7.6VNTSC-DTS56-TMS-002, 2003. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Waitz, I. A., Lukachko, S. P., and Lee, J. J.: Military Aviation and the Environment: Historical Trends and Comparison to Civil Aviation, J. Aircraft, 42, 329–339, 2005. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Wayson, R. L., Fleming, G. G., and Lovinelli, R.: Methodology to Estimate Particulate Matter Emissions from Certified Commercial Aircraft Engines, J. Air Waste Manage. Assoc., 59, 91–100, 2009. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Whitefield, P. D., Lobo, P., Hagen, D. E., Timko, M. T., Miake-Lye, R. C., Taylor, C., Ratliff, G., Lukachko, S., Sequeira, C., Hileman, J., Waitz, I. A., Webb, S., Thrasher, T. G., Oshfeldt, M. R., Kaing, H. K., and Essama, S. G.: Summarizing and Interpreting Aircraft Gaseous and Particulate Emissions Data, Aircraft Cooperative Research Program, Report 9, Transportation Research Board, Washington, DC, 2008. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Wood, E. C., Herdon, S. C., Timko, M. T., Yelvington, P. E., and Miake-Lye, R. C.: Speciation and Chemical Evolution of Nitrogen Oxides in Aircraft Exhaust near Airports, Environ. Sci. Technol., 42, 1884–1891, 2008. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Zhao, Y. and Li, J.: Discrepancy of mass transport between the Northern and Southern Hemispheres among the ERA-40, NCEP/NCAR, NCEP-DOE AMIP-2, and JRA-25 reanalysis, Geophys. Res. Lett., 33, L20804, doi:10.1029/2006GL027287, 2006. </mixed-citation>
</ref>
</ref-list>
</back>
</article>