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<front>
<journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/bg-5-1601-2008</article-id>
<title-group>
<article-title>Anthropogenic and biophysical contributions to increasing atmospheric CO&lt;sub&gt;2&lt;/sub&gt; growth rate and airborne fraction</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Raupach</surname>
<given-names>M. R.</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>Canadell</surname>
<given-names>J. 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>Le Quéré</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Global Carbon Project, CSIRO Marine and Atmospheric Research, Canberra, Australia</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>School of Environmental Sciences, University of East Anglia, Norwich, UK</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>British Antarctic Survey, Cambridge, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>28</day>
<month>11</month>
<year>2008</year>
</pub-date>
<volume>5</volume>
<issue>6</issue>
<fpage>1601</fpage>
<lpage>1613</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2008 M. R. Raupach et al.</copyright-statement>
<copyright-year>2008</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://bg.copernicus.org/articles/5/1601/2008/bg-5-1601-2008.html">This article is available from https://bg.copernicus.org/articles/5/1601/2008/bg-5-1601-2008.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/5/1601/2008/bg-5-1601-2008.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/5/1601/2008/bg-5-1601-2008.pdf</self-uri>
<abstract>
<p>We quantify the relative roles of natural and anthropogenic influences on
the growth rate of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and the CO&lt;sub&gt;2&lt;/sub&gt; airborne fraction,
considering both interdecadal trends and interannual variability. A combined
ENSO-Volcanic Index (EVI) relates most (~75%) of the interannual
variability in CO&lt;sub&gt;2&lt;/sub&gt; growth rate to the El-Niño-Southern-Oscillation
(ENSO) climate mode and volcanic activity. Analysis of several CO&lt;sub&gt;2&lt;/sub&gt; data
sets with removal of the EVI-correlated component confirms a previous
finding of a detectable increasing trend in CO&lt;sub&gt;2&lt;/sub&gt; airborne fraction
(defined using total anthropogenic emissions including fossil fuels and land
use change) over the period 1959–2006, at a proportional growth rate
0.24% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt; with probability ~0.9 of a positive trend. This
implies that the atmospheric CO&lt;sub&gt;2&lt;/sub&gt; growth rate increased slightly faster
than total anthropogenic CO&lt;sub&gt;2&lt;/sub&gt; emissions. To assess the combined roles
of the biophysical and anthropogenic drivers of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; growth,
the increase in the CO&lt;sub&gt;2&lt;/sub&gt; growth rate (1.9% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt;
over 1959–2006) is expressed as the sum of the growth rates of four global
driving factors: population (contributing +1.7% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt;); per capita
income (+1.8% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt;); the total carbon intensity of the global economy
(&amp;minus;1.7% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt;); and airborne fraction (averaging +0.2% y&lt;sup&gt;&amp;minus;1&lt;/sup&gt;
with strong interannual variability). The first three of these factors,
the anthropogenic drivers, have therefore dominated the last, biophysical
driver as contributors to accelerating CO&lt;sub&gt;2&lt;/sub&gt; growth.  Together, the recent
(post-2000) increase in growth of per capita income and decline in the
negative growth (improvement) in the carbon intensity of the economy
will drive a significant further acceleration in the CO&lt;sub&gt;2&lt;/sub&gt; growth rate
over coming decades, unless these recent trends reverse.</p>
</abstract>
<counts><page-count count="13"/></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"> Achard, F., Eva, H. D., Mayaux, P., Stibig, H. J., and Belward, A.: Improved estimates of net carbon emissions from land cover change in the tropics for the 1990s, Global Biogeochem. Cy., 18, GB2008.1–GB2008.11, https://doi.org/10.1029/2003GB002142, 2004. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Ammann, C. M., Meehl, G. A., Washington, W. M., and Zender, C. S.: A monthly and latitudinally varying volcanic forcing dataset in simulations of 20th century climate, Geophys. Res. Lett., 30, 1657, https://doi.org/10.1029/2003GL016875, 2003. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Box, G., Jenkins, G. M., and Reinsel, G.: Time series analysis: forecasting and control, 3rd edition, Prentice Hall, Englewood Cliffs, NJ, USA, 592 pp., 1994. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Canadell, J. G., Le Quéré, C., Raupach, M. R., Field, C. B., Buitenhuis, E. T., Ciais, P., Conway, T. J., Gillett, N. P., Houghton, R. A., and Marland, G.: Contributions to accelerating atmospheric CO&lt;sub&gt;2&lt;/sub&gt; growth from economic activity, carbon intensity, and efficiency of natural sinks, PNAS, 0702737104, 104, 18 866–18 870, 2007. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> DeFries, R. S., Houghton, R. A., Hansen, M. C., Field, C. B., Skole, D., and Townshend, J.: Carbon emissions from tropical deforestation and regrowth based on satellite observations for the 1980s and 1990s, PNAS, 99, 14 256–14 261, 2002. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Enting, I. G.: Laplace transform analysis of the carbon cycle, Environ. Model. Software, 22, 1488–1497, 2007. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Friedlingstein, P., Cox, P., Betts, R., Bopp, L., von Bloh, W., Brovkin, V., Cadule, P., Doney, S., Eby, M., Fung, I., Bala, G., John, J., Jones, C., Joos, F., Kato, T., Kawamiya, M., Knorr, W., Lindsay, K., Matthews, H. D., Raddatz, T., Rayner, P., Reick, C., Roeckner, E., Schnitzler, K. G., Schnur, R., Strassmann, K., Weaver, A. J., Yoshikawa, C., and Zeng, N.: Climate-carbon cycle feedback analysis: Results from the C4MIP model intercomparison, J. Clim., 19, 3337–3353, 2006. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Grainger, A.: Difficulties in tracking the long-term global trend in tropical forest area, PNAS, 105, 818–823, 2008. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Gruber, N., Friedlingstein, P., Field, C. B., Valentini, R., Heimann, M., Richey, J. D., Romero Lankao, P., Schulze, E.-D., and Chen, C.-T. A.: The vulnerability of the carbon cycle in the 21st century: an assessment of carbon-climate-human interactions, in: The Global Carbon Cycle: integrating humans, climate, and the natural world, edited by: Field, C. B. and Raupach, M. R., Island Press, Washington, USA, 45–76, 2004. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Gu, L. H., Baldocchi, D. D., Wofsy, S. C., Munger, J. W., Michalsky, J. J., Urbanski, S. P., and Boden, T. A.: Response of a deciduous forest to the Mount Pinatubo eruption: enhanced photosynthesis, Science, 299, 2035–2038, 2003. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen, M. C., Stehman, S. V., Potapov, P. V., Loveland, T. R., Townshend, J. R. G., DeFries, R. S., Pittman, K. W., Arunarwati, B., Stolle, F., Steininger, M. K., Carroll, M., and DiMiceli, C.: Humid tropical forest clearing from 2000 to 2005 quantified by using multitemporal and multiresolution remotely sensed data, PNAS, 105, 9439–9444, 2008. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Houghton, R. A.: Revised estimates of the annual net flux of carbon to the atmosphere from changes in land use and land management 1850–2000, Tellus, 55B, 378–390, 2003. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Houghton, R. A.: Aboveground forest biomass and the global carbon balance, Global Change Biol., 11, 945–958, 2005. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Jones, C. D., Collins, M., Cox, P. M., and Spall, S. A.: The carbon cycle response to ENSO: a coupled climate-carbon cycle model study, J. Clim., 14, 4113–4129, 2001. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Jones, C. D. and Cox, P. M.: Modeling the volcanic signal in the atmospheric CO&lt;sub&gt;2&lt;/sub&gt; record, Global Biogeochem. Cy., 15, 453-465, 2001. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Jones, C. D. and Cox, P. M.: On the significance of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; growth rate anomalies in 2002–2003, Geophys. Res. Lett., 32, L14816, https://doi.org/10.1029/2005GL023027, 2005. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Keeling, C. D. and Revelle, R.: Effects of El-Niño southern oscillation on the atmospheric content of carbon-dioxide, Meteoritics, 20, 437–450, 1985. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Keeling, C. D., Whorf, T. P., Wahlen, M., and Vanderplicht, J.: Interannual extremes in the rate of rise of atmospheric carbon-dioxide since 1980, Nature, 375, 666–670, 1995. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Keeling, C. D., Piper, S. C., Bacastow, R. B., Wahlen, M., Whorf, T. P., Heimann, M., and Meijer, H. A.: Exchanges of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and $^13$CO&lt;sub&gt;2&lt;/sub&gt; with the terrestrial biosphere and oceans from 1978 to 2000: 1. global aspects, SIO Reference Series, 01-06, Scripps Institution of Oceanography, San Diego, USA, 88, 2001. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Keeling, C. D., Piper, S. C., Bacastow, R. B., Wahlen, M., Whorf, T. P., Heimann, M., and Meijer, H. A.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and $^13$CO&lt;sub&gt;2&lt;/sub&gt; exchange with the terrestrial biosphere and oceans from 1978 to 2000: observations and carbon cycle implications, in: A history of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; and its effects on plants, animals, and ecosystems, edited by: Ehleringer, J. R., Cerling, T. E., and Dearing, M. D., Springer Verlag, New York, USA, 83–113, 2005. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Knorr, W., Scholze, M., Gobron, N., Pinty, B., and Kaminski, T.: Global-scale drought caused atmospheric CO&lt;sub&gt;2&lt;/sub&gt; increase, EOS, 86, 178–181, 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Le Quéré, C., Rodenbeck, C., Buitenhuis, E. T., Conway, T. J., Langenfelds, R., Gomez, A., Labuschagne, C., Ramonet, M., Nakazawa, T., Metzl, N., Gillett, N., and Heimann, M.: Saturation of the southern ocean CO&lt;sub&gt;2&lt;/sub&gt; sink due to recent climate change, Science, 316, 1735–1738, 2007. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Lutz, W., Sanderson, W., and Scherbov, S.: The end of world population growth, Nature, 412, 543–545, 2001. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Marland, G., Boden, T. A., and Andres, R. J.: Global, regional, and national CO&lt;sub&gt;2&lt;/sub&gt; emissions, in: Trends: a compendium of data on global change, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee, USA, available online: http://cdiac.ornl.gov, 2006. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Marland, G. and Rotty, R. M.: Carbon dioxide emissions from fossil fuels: a procedure for estimation and results for 1950–82, Tellus B, 36, 232–261, 1984. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Mishchenko, M. I., Geogdzhayev, I. V., Rossow, W. B., Cairns, B., Carlson, B. E., Lacis, A. A., Liu, L., and Travis, L. D.: Long-term satellite record reveals likely recent aerosol trend, Science, 315, 1543, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Nakicenovic, N.: Socioeconomic driving forces of emissions scenarios, in: The Global Carbon Cycle: integrating humans, climate, and the natural world, edited by: Field, C. B. and Raupach, M. R., Island Press, Washington, 225–239, 2004. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Nakicenovic, N., Alcamo, J., Davis, G., de Vries, B., Fenhann, J., Gaffin, S., Gregory, K., Grubler, A., Jung, T. Y., Kram, T., La Rovere, E. L., Michaelis, L., Mori, S., Morita, T., Pepper, W., Pitcher, H., Price, L., Raihi, K., Roehrl, A., Rogner, H.-H., Sankovski, A., Schlesinger, M., Shukla, P., Smith, S., Swart, R., van Rooijen, S., Victor, N., and Dadi, Z.: IPCC Special Report on Emissions Scenarios, Cambridge University Press, Cambridge, UK, and New York, USA, 599 pp., 2000. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Oeschger, H., Siegenthaler, U., and Heimann, M.: The carbon cycle and its perturbations by man, in: Interactions of Energy and Climate, edited by: Bach, W., Pankrath, J., and Williams, J., Reidel, Dordrecht, The Netherlands, 107–127, 1980. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Raupach, M. R., Marland, G., Ciais, P., Le Quéré, C., Canadell, J. G., Klepper, G., and Field, C. B.: Global and regional drivers of accelerating CO&lt;sub&gt;2&lt;/sub&gt; emissions, PNAS, 0700609104, 104, 10 288–10 293, 2007. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Sabine, C. L., Heimann, M., Artaxo, P., Bakker, D. C. E., Chen, C.-T. A., Field, C. B., Gruber, N., Le Quéré, C., Prinn, R. G., Richey, J. D., Romero Lankao, P., Sathaye, J. A., and Valentini, R.: Current status and past trends of the global carbon cycle, in: The global carbon cycle: integrating humans, climate, and the natural world, edited by: Field, C. B. and Raupach, M. R., Island Press, Washington, USA, 17–44, 2004. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Wolter, K. and Timlin, M. S.: Monitoring ENSO in COADS with a seasonally adjusted principal component index, in: Proceedings of the 17th Climate Diagnostics Workshop, Oklahoma Climatological Survey, Cooperative Institute for Mesoscale Meteorological Studies, and the School of Meteorology, University of Oklahoma, Norman, OK, USA, 52–57, 1993. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Wolter, K. and Timlin, M. S.: Measuring the strength of ENSO – how does 1997/98 rank?, Weather, 53, 315–324, 1998. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Zeng, N., Mariotti, A., and Wetzel, P.: Terrestrial mechanisms of interannual CO&lt;sub&gt;2&lt;/sub&gt; variability, Global Biogeochem. Cy., 19, GB1016, https://doi.org/10.1029/2004GB002273, 2005. </mixed-citation>
</ref>
</ref-list>
</back>
</article>