<?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">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-11-8037-2011</article-id>
<title-group>
<article-title>Global terrestrial isoprene emission models: sensitivity to variability in climate and vegetation</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Arneth</surname>
<given-names>A.</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>Schurgers</surname>
<given-names>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>Lathiere</surname>
<given-names>J.</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>Duhl</surname>
<given-names>T.</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>Beerling</surname>
<given-names>D. J.</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>Hewitt</surname>
<given-names>C. N.</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>Martin</surname>
<given-names>M.</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>Guenther</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Physical Geography and Ecosystem Analysis, Lund University, Lund, Sweden</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Karlsruhe Institute for Technology, Institute for Meteorology and Climate Research/Atmospheric Environmental Research (IMK-IFU), Garmisch-Partenkirchen, Germany</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Laboratoire des Sciences du Climat et de l&apos;Environnement – LSCE-IPSL, CEA-CNRS-UVSQ, UMR8212, Gif-sur-Yvette, France</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>NCAR, Boulder, Colorado, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Department of Animal and Plant Science, University of Sheffield, Sheffield S10 2TN, UK</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>08</day>
<month>08</month>
<year>2011</year>
</pub-date>
<volume>11</volume>
<issue>15</issue>
<fpage>8037</fpage>
<lpage>8052</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/11/8037/2011/acp-11-8037-2011.html">This article is available from http://www.atmos-chem-phys.net/11/8037/2011/acp-11-8037-2011.html</self-uri>
<self-uri xlink:href="http://www.atmos-chem-phys.net/11/8037/2011/acp-11-8037-2011.pdf">The full text article is available as a PDF file from http://www.atmos-chem-phys.net/11/8037/2011/acp-11-8037-2011.pdf</self-uri>
<abstract>
<p>Due to its effects on the atmospheric lifetime of methane, the burdens of
tropospheric ozone and growth of secondary organic aerosol, isoprene is
central among the biogenic compounds that need to be taken into account for
assessment of anthropogenic air pollution-climate change interactions. Lack
of process-understanding regarding leaf isoprene production as well as of
suitable observations to constrain and evaluate regional or global
simulation results add large uncertainties to past, present and future
emissions estimates. Focusing on contemporary climate conditions, we compare
three global isoprene models that differ in their representation of
vegetation and isoprene emission algorithm. We specifically aim to
investigate the between- and within model variation that is introduced by
varying some of the models&apos; main features, and to determine which spatial
and/or temporal features are robust between models and different
experimental set-ups. In their individual standard configurations, the
models broadly agree with respect to the chief isoprene sources and emission
seasonality, with maximum monthly emission rates around 20–25 Tg C, when
averaged by 30-degree latitudinal bands. They also indicate relatively small
(approximately 5 to 10 % around the mean) interannual variability of total
global emissions. The models are sensitive to changes in one or more of
their main model components and drivers (e.g., underlying vegetation fields,
climate input) which can yield increases or decreases in total annual
emissions of cumulatively by more than 30 %. Varying drivers also strongly
alters the seasonal emission pattern. The variable response needs to be
interpreted in view of the vegetation emission capacities, as well as
diverging absolute and regional distribution of light, radiation and
temperature, but the direction of the simulated emission changes was not as
uniform as anticipated. Our results highlight the need for modellers to
evaluate their implementations of isoprene emission models carefully when
performing simulations that use non-standard emission model configurations.</p>
</abstract>
<counts><page-count count="16"/></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"> Arneth, A., Miller, P. A., Scholze, M., Hickler, T., Schurgers, G., Smith, B., and Prentice, I. C.: CO&lt;sub&gt;2&lt;/sub&gt; inhibition of global terrestrial isoprene emissions: Potential implications for atmospheric chemistry, Geophys. Res. Lett., 34, L18813, http://dx.doi.org/10.11029/12007GL030615doi:10.11029/12007GL030615, 2007a. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Arneth, A., Niinemets, U., Pressley, S., Bäck, J., Hari, P., Karl, T., Noe, S., Prentice, I. C., Serca, D., Hickler, T., Wolf, A., and Smith, B.: Process-based estimates of terrestrial ecosystem isoprene emissions: incorporating the effects of a direct CO&lt;sub&gt;2&lt;/sub&gt;-isoprene interaction, Atmos. Chem. Phys., 7, 31–53, http://dx.doi.org/10.5194/acp-7-31-2007doi:10.5194/acp-7-31-2007, 2007b. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Arneth, A., Monson, R. K., Schurgers, G., Niinemets, U., and Palmer, P. I.: Why are estimates of global isoprene emissions so similar (and why is this not so for monoterpenes)?, Atmos. Chem. Phys., 8, 4605–4620, http://dx.doi.org/10.5194/acp-8-4605-2008doi:10.5194/acp-8-4605-2008, 2008a. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Arneth, A., Schurgers, G., Hickler, T., and Miller, P. A.: Effects of species composition, land surface cover, CO&lt;sub&gt;2&lt;/sub&gt; concentration and climate on isoprene emissions from European forests, Plant Biol., 10, 150–162, doi:110.1055/s-2007-965247, 2008b. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Arneth, A., Sitch, S., Bondeau, A., Butterbach-Bahl, K., Foster, P., Gedney, N., de Noblet-Ducoudre, N., Prentice, I. C., Sanderson, M., Thonicke, K., Wania, R., and Zaehle, S.: From biota to chemistry and climate: towards a comprehensive description of trace gas exchange between the biosphere and atmosphere, Biogeosciences, 7, 121–149, http://dx.doi.org/10.5194/bg-7-121-2010doi:10.5194/bg-7-121-2010, 2010. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Ashworth, K., Wild, O., and Hewitt, C. N.: Sensitivity of isoprene emission estimated using MEGAN to the time resolution of input climate data, Atmos. Chem. Phys., 10, 1193–1201, http://dx.doi.org/10.5194/acp-10-1193-2010doi:10.5194/acp-10-1193-2010, 2010. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Atkinson, R.: Atmospheric chemistry of VOCs and NO&lt;sub&gt;x&lt;/sub&gt;, Atmos. Environ., 34, 2063–2101, 2000. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Barkley, M. P., Palmer, P. I., Kuhn, U., Kesselmeier, J., Chance, K., Kurosu, T. P., Martin, R. V., Helmig, D., and Guenther, A.: Net ecosystem fluxes of isoprene over tropical South America inferred from GOME observations of HCHO columns, J. Geophys. Res., 113, D20304, http://dx.doi.org/10.21029/22008jd009863doi:10.21029/22008jd009863, 2008. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Barkley, M. P., Palmer, P. I., De Smedt, I., Karl, T., Guenther, A., and Van Roozendael, M.: Regulated large-scale annual shutdown of Amazonian isoprene emissions?, Geophys. Res. Lett., 36, L04803, http://dx.doi.org/10.01029/02008GL036843doi:10.01029/02008GL036843, 2009. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Barkley, M. P., Palmer, P. I., Ganzeveld, L., Arneth, A., Hågberg, D., Karl, T., Guenther, A., Paulot, F., Wennberg, P. O., Mao, J., Kurosu, T. P., Chance, K., Muller, J.-F., De Smedt, I.,Van Roozendael, M., Chen, D., Wang, Y., and Yantosca, R. M.: Can a `state of the art&apos; chemistry transport model simulate Amazonian tropospehric chemistry?, J. Geophys. Res., accepted, 2011. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Beerling, D. J. and Woodward, F. I.: Vegetation and the terrestrial carbon cycle. Modelling the first 400 Million years, Cambridge University Press, Cambridge, UK, 2001. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Buckley, P. T.: Isoprene emissions from a Florida scrub oak species grown in ambient and elevated carbon dioxide, Atm. Env., 35, 631–634, 2001. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Centritto, M., Nascetti, P., Petrilli, L., Raschi, A., and Loreto, F.: Profiles of isoprene emission and photosynthetic parameters in hybrid poplars exposed to free-air CO&lt;sub&gt;2&lt;/sub&gt; enrichment, Plant Cell Environ., 27, 403–412, 2004. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Claeys, M., Graham, B., Vas, G., Wang, W., Vermeylen, R., Pashynska, V., Cafmeyer, J., Guyon, P., Andreae, M. O., Artaxo, P., and Maenhaut, W.: Formation of secondary organic aerosols through photooxidation of isoprene, Science, 303, 1173–1176, 2004. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Finzi, A. C., Norby, R. J., Calfapietra, C., Gallet-Budynek, A., Gielen, B., Holmes, W. E., Hoosbeek, M. R., Iversen, C. M., Jackson, R. B., Kubiske, M. E., Ledford, J., Liberloo, M., Oren, R., Polle, A., Pritchard, S., Zak, D. R., Schlesinger, W. H., and Ceulemans, R.: Increases in nitrogen uptake rather than nitrogen-use efficiency support higher rates of temperate forest productivity under elevated CO&lt;sub&gt;2&lt;/sub&gt;, Proc. Natl. Acad. Sci., 104, 14014–14019, http://dx.doi.org/10.1073/pnas.0706518104doi:10.1073/pnas.0706518104, 2007. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Gerten, D., Schaphoff, S., Haberlandt, U., Lucht, W., and Sitch, S.: Terrestrial vegetation and water balance - hydrological evaluation of a dynamic global vegetation model, J. Hydrol., 286, 249–270, 2004. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Monson, R. K., and Fall, R.: Isoprene and monoterpene emission rate variability: Observations with Eucalyptus and emission rate algorithm development, J. Geophys. Res., 96, 10799–10808, 1991. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Hewitt, C. N., Erickson, D., Fall, R., Geron, C., Graedel, T., Harley, P., Klinger, L., Lerdau, M., McKay, W. A., Pierce, T., Scholes, B., Steinbrecher, R., Tallamraju, R., Taylor, J., and Zimmermann, P.: A global model of natural volatile organic compound emissions, J. Geophys. Res., 100, 8873–8892, 1995. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Guenther, A., Karl, T., Harley, P., Wiedinmyer, C., Palmer, P. I., and Geron, C.: Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature), Atmos. Chem. Phys., 6, 3181-3210, http://dx.doi.org/10.5194/acp-6-3181-2006doi:10.5194/acp-6-3181-2006, 2006. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Hansen, M., DeFries, R. S., Townshend, J. R. G., Carroll, M., Dimiceli, C., and Sohlberg, R. A.: Global percent tree cover at a spatial resolution of 500 meters: first results of the MODIS vegetation continuous fields algorithm, Earth Interact., 7, 1–15, 2003. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Hauglustaine, D. A., Lathiere, J., Szopa, S., and Folberth, G. A.: Future tropospheric ozone simulated with a climate-chemistry-biosphere model, Geophys. Res. Lett., 32, L24807, http://dx.doi.org/10.1029/22005GL024031doi:10.1029/22005GL024031, 2005. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Heald, C. L., Wilkinson, M. J., Monson, R. K., Alo, C. A., Wang, G. L., and Guenther, A.: Response of isoprene emission to ambient CO&lt;sub&gt;2&lt;/sub&gt; changes and implications for global budgets, Glob. Change Biol., 15, 1127–1140, http://dx.doi.org/10.1111/j.1365-2486.2008.01802.xdoi:10.1111/j.1365-2486.2008.01802.x, 2009. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Hickler, T., Smith, B., Prentice, I. C., Mjöfors, K., Miller, P., Arneth, A., and Sykes, M.: CO$_2 $fertilization in temperate FACE experiments not representative of boreal and tropical forests, Global Change Biol., 14, 1–12, http://dx.doi.org/10.1111/j.1365-2486.2008.01598.xdoi:10.1111/j.1365-2486.2008.01598.x, 2008. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Huete, A. R., Didan, K., Shimabukuro, Y. E., Ratana, P., Saleska, S. R., Hutyra, L. R., Yang, W., Nemani, R. R., and Myneni, R.: Amazon rainforests green-up with sunlight in dry season, Geophys. Res. Lett., 33, L06405, http://dx.doi.org/10.1029/2005gl025583doi:10.1029/2005gl025583, 2006. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Karl, T., Potosnak, M., Guenther, A., Clark, D., Walker, J., Herrick, J. D., and Geron, C.: Exchange processes of volatile organic compounds above a tropical rain forest: Implications for modeling tropospheric chemistry above dense vegetation, J. Geophys. Res., 109, D18306, http://dx.doi.org/10.11029/12004JD004738doi:10.11029/12004JD004738, 2004. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Karl, T. G., Christian, T. J., Yokelson, R. J., Artaxo, P., Hao, W. M., and Guenther, A.: The tropical forest and fire emissions experiment: method evaluation of volatile organic compound emissions measured by PTR-MS, FTIR, and GC from tropical biomass burning, Atmos. Chem. Phys., 7, 5883–5897, http://dx.doi.org/10.5194/acp-7-5883-2007doi:10.5194/acp-7-5883-2007, 2007. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Kiendler-Scharr, A., Wildt, J., Maso, M. D., Hohaus, T., Kleist, E., Mentel, T. F., Tillmann, R., Uerlings, R., Schurr, U., and Wahner, A.: New particle formation in forests inhibited by isoprene emissions, Nature, 461, 381–384, http://dx.doi.org/10.1038/nature08292doi:10.1038/nature08292, 2009. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Kistler, R., Kalnay, E., Collins, W., Saha, S., White, G., Woollen, J., Chelliah, M., Ebisuzaki, W., Kanamitsu, M., Kousky, V., van den Dool, H., Jenne, R., and Fiorino, M.: The NCEP-NCAR 50-year reanalysis: Monthly means CD-ROM and documentation, Bulletin of the American Meteorological Society, 82, 247–267, 2001. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Körner, C.: Plant CO&lt;sub&gt;2&lt;/sub&gt; responses: an issue of definition, time and resource supply, New Phytol., 172, 393–411, 2006. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Kuhn, U., Rottenberger, S., Biesenthal, T., Wolf, A., Schebeske, G., Ciccioli, P., and Kesselmeier, J.: Strong correlation between isoprene emission and gross photosynthetic capacity during leaf phenology of the tropical tree species \it Hymenaea courbaril with fundamental changes in volatile organic compounds emission composition during early leaf development, Plant, Cell, Environ., 27, 1469–1485, 2004. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Lathière, J., Hauglustaine, D. A., Friend, A., De Noblet-Ducoudré, N., Viovy, N., and Folberth, G.: Impact of climate variability and land use changes on global biogenic volatile organic compound emissions, Atmos. Chem. Phys., 6, 2129–2146, http://dx.doi.org/10.5194/acp-6-2129-2006doi:10.5194/acp-6-2129-2006, 2006. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Lathière, J., Hewitt, C. N., and Beerling, D. J.: Sensitivity of isoprene emissions from the terrestrial biosphere to 20th century changes in atmospheric CO&lt;sub&gt;2&lt;/sub&gt; concentration, climate, and land use, Glob. Biogeochem. Cycl., 24, GB1004, http://dx.doi.org/10.1029/2009GB003548doi:10.1029/2009GB003548, GB1004, http://dx.doi.org/10.1029/2009gb003548doi:10.1029/2009gb003548, 2010. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Lelieveld, J., Butler, T. M., Crowley, J. N., Dillon, T. J., Fischer, H., Ganzeveld, L., Harder, H., Lawrence, M. G., Martinez, M., Taraborrelli, D., and Williams, J.: Atmospheric oxidation capacity sustained by a tropical forest, Nature, 452, 737–740, 2008. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> Levis, S., Wiedinmyer, C., Bonan, G. B., and Guenther, A.: Simulating biogenic volatile organic compound emissions in the Community Climate System Model, J. Geophys. Res., 108, 4659, http://dx.doi.org/10.1029/2002JD003203doi:10.1029/2002JD003203, 2003. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Li, D. W., Chen, Y., Shi, Y., He, X. Y., and Chen, X.: Impact of elevated CO&lt;sub&gt;2&lt;/sub&gt; and O&lt;sub&gt;3&lt;/sub&gt; concentrations on biogenic volatile organic compounds emissions from \it Ginkgo biloba, Bull. Environ. Contam. Toxicol., 82, 473–477, http://dx.doi.org/10.1007/s00128-008-9590-7doi:10.1007/s00128-008-9590-7, 2009. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Lichtenthaler, H. K.: The 1-deoxy-D-xylulose-5-phosphate pathway of isoprenoid biosynthesis in plants, Ann. Rev. Plant Phys. Plant Mol. Biol., 50, 47–65, 1999. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Lucht, W., Prentice, I. C., Myneni, R. B., Sitch, S., Friedlingstein, P., Cramer, W., Bousquet, P., Buermann, W., and Smith, B.: Climatic control of the high-latitude vegetation greening trend and Pinatubo effect, Science, 296, 1687–1689, 2002. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Mitchell, T. D. and Jones, P. D.: An improved method of constructing a database of monthly climate observations and associated high-resolution grids, Int. J. Climatol., 25, 693–712, 2005. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> Monson, R. K. and Fall, R.: Isoprene emission from aspen leaves: Influence of environment and relation to photosynthesis and photorespiration, Plant Phys., 90, 267–274, 1989. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Monson, R. K.,Trahan, N., Rosenstiel, T. N.,Veres, P., Moore, D., Wilkinson, M., Norby, R. J.,Volder, A.,Tjoelker, M. G.,Briske, D. D., Karnosky, D. F., and Fall, R.: Isoprene emission from terrestrial ecosystems in response to global change: minding the gap between models and observations, Phil. Trans. Roy. Soc. A, 365, 1677–1695, 2007. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Monteith, J. L. and Unsworth, M.: Principles of Environmental Physics, 2nd ed., Arnold, London, 1990. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Morales, P., Sykes, M. T., Prentice, I. C., Smith, P., Smith, B., Bugmann, H., Zierl, B., Friedlingstein, P., Viovy, N., Sabate, S., Sanchez, A., Pla, E., Gracia, C. A., Sitch, S., Arneth, A., and Ogee, J.: Comparing and evaluating process-based ecosystem model predictions of carbon and water fluxes in major European forest biomes, Glob. Change Biol., 11, 2211–2233, 2005. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Muller, J. F., Stavrakou, T., Wallens, S., De Smedt, I., Van Roozendael, M., Potosnak, M. J., Rinne, J., Munger, B., Goldstein, A., and Guenther, A. B.: Global isoprene emissions estimated using MEGAN, ECMWF analyses and a detailed canopy environment model, Atmos. Chem. Phys., 8, 1329–1341, http://dx.doi.org/10.5194/acp-8-1329-2008doi:10.5194/acp-8-1329-2008, 2008. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Myneni, R. B., Yang, W. Z., Nemani, R. R., Huete, A. R., Dickinson, R. E., Knyazikhin, Y., Didan, K., Fu, R., Juarez, R. I. N., Saatchi, S. S., Hashimoto, H., Ichii, K., Shabanov, N. V., Tan, B., Ratana, P., Privette, J. L., Morisette, J. T., Vermote, E. F., Roy, D. P., Wolfe, R. E., Friedl, M. A., Running, S. W., Votava, P., El-Saleous, N., Devadiga, S., Su, Y., and Salomonson, V. V.: Large seasonal swings in leaf area of Amazon rainforests, Proc. Natl. Acad. Sci. USA, 104, 4820–4823, http://dx.doi.org/10.1073/pnas.0611338104doi:10.1073/pnas.0611338104, 2007. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Naik, V., Delire, C., and Wuebbles, D. J.: Sensitivity of global biogenic isoprenoid emissions to climate variability and atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, J. Geophys. Res., 109, D06301, http://dx.doi.org/10.01029/02003JD004236doi:10.01029/02003JD004236, 2004. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Niinemets, U., Tenhunen, J. D., Harley, P. C., and Steinbrecher, R.: A model of isoprene emission based on energetic requirements for isoprene synthesis and leaf photosynthetic properties for \it Liquidambar and \it Quercus, Plant, Cell, Environ., 22, 1319–1335, 1999. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Niinemets, Ü., Arneth, A., Kuhn, U., Monson, R. K., Peñuelas, J., and Staudt, M.: The emission factor of volatile isoprenoids: stress, acclimation, and developmental responses, Biogeosciences, 7, 2203–2223, http://dx.doi.org/10.5194/bg-7-2203-2010doi:10.5194/bg-7-2203-2010, 2010a. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Niinemets, Ü., Monson, R. K., Arneth, A., Ciccioli, P., Kesselmeier, J., Kuhn, U., Noe, S. M., Penuelas, J., and Staudt, M.: The emission factor of volatile isoprenoids: caveats, model algorithms, response shapes and scaling, Biogeosciences, 7, 1809-1832, http://dx.doi.org/10.5194/bg-7-1809-2010doi:10.5194/bg-7-1809-2010, 2010b. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Pacifico, F., Harrison, S. P., Jones, C. D., Arneth, A., Sitch, S., Weedon, G. P., Barkley, M. P., Palmer, P. I., Serça, D., Potosnak, M., Fu, T. M., Goldstein, A., Bai, J., and Schurgers, G.: Evaluation of a photosynthesis-based biogenic isoprene emission scheme in JULES and simulation of isoprene emissions under modern climate conditions, Atmos. Chem. Phys., 11, 4371-4389, http://dx.doi.org/10.5194/acp-11-4371-2011doi:10.5194/acp-11-4371-2011, 2011. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Palmer, P. I., Abbot, D. S., Fu, T. M., Jacob, D. J., Chance, K., Kurosu, T. P., Guenther, A., Wiedinmyer, C., Stanton, J. C., Pilling, M. J., Pressley, S. N., Lamb, B., and Sumner, A. L.: Quantifying the seasonal and interannual variability of North American isoprene emissions using satellite observations of the formaldehyde column, J. Geophys. Res., 111, D12315, http://dx.doi.org/10.11029/12005JD006689doi:10.11029/12005JD006689, 2006. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Pfister, G. G., Emmons, L. K., Hess, P. G., Lamarque, J. F., Orland o, J. J., Walters, S., Guenther, A., Palmer, P. I., and Lawrence, P. J.: Contribution of isoprene to chemical budgets: A model tracer study with the NCAR CTM MOZART-4, J. Geophys. Res., 113, D05308, http://dx.doi.org/10.01029/02007JD008948doi:10.01029/02007JD008948, 2008. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Poisson, N., Kanakidou, M., and Crutzen, P. J.: Impact of non-methane hydrocarbons on tropospheric chemistry and the oxidizing power of the global troposphere: 3-dimensional modelling results, J. Atmos. Chem., 36, 157–203, http://dx.doi.org/10.1023/A:1006300616544doi:10.1023/A:1006300616544, 2000. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Possell, M., Hewitt, N. C., and Beerling, D. J.: The effects of glacial atmospheric CO&lt;sub&gt;2&lt;/sub&gt; concentrations and climate on isoprene emissions by vascular plants, Global Change Biol., 11, 60–69, 2005. </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Possell, M. and Hewitt, C. N.: Isoprene emissions from plants are mediated by atmospheric CO&lt;sub&gt;2&lt;/sub&gt; concentrations, Global Change Biol., http://dx.doi.org/10.1111/j.1365-2486.2010.02306.xdoi:10.1111/j.1365-2486.2010.02306.x, 2010. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Prather, M., Ehhalt, D., Dentener, F. J., Derwent, R., Dlugokencky, E. J., Holland , E., Isaksen, I., Katima, J., Kirchhoff, V., Matson, P., Midgley, P., M., W., and al., e.: Atmospheric chemistry and greenhouse gases, in: Climate Change 2001. The Scientific Basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Houghton, J. T., Ding, Y., Griggs, D. J., Noguer, M., van der Linden, P. J., Dai, X., Maskell, K., and Johnson, C. A., University Press, Cambridge, 238–287, 2001. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Pressley, S., Lamb, B., Westberg, H., Flaherty, J., Chen, J., and Vogel, C.: Long-term isoprene flux measurements above a northern hardwood forest, J. Geophys. Res., 110, D07301, doi:07310.01029/02004JD005523, 2005. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Rosenstiel, T. N., Potosnak, M. J., Griffin, K. L., Fall, R., and Monson, R. K.: Increased CO&lt;sub&gt;2&lt;/sub&gt; uncouples growth from isoprene emission in an agriforest ecosystem, Nature, 421, 256–259, doi:210.1038/nature01312, 2003. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Rosenstiel, T. N., Ebbets, A. L., Khatri, W. C., Fall, R., and Monson, R. K.: Induction of Poplar leaf nitrate reductase: A test of extrachloroplastic control of isoprene emission rate, Plant Biol., 6, 12–21, 2004. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Sanderson, M. G., Jones, C. D., Collins, W. J., Johnson, C. E., and Derwent, R. G.: Effect of climate change on isoprene emissions and surface ozone levels, Geophys. Res. Lett., 30, 1936, doi:1910.1029/2003GL017642, 2003. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Schaphoff, S., Lucht, W., Gerten, D., Sitch, S., Cramer, W., and Prentice, I. C.: Terrestrial biosphere carbon storage under alternative climate projections, Clim. Change, 74, 97–122, 2006. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Scholefield, P. A., Doick, K. J., Herbert, B. M. J., Hewitt, C. N. S., Schnitzler, J. P., Pinelli, P., and Loreto, F.: Impact of rising CO&lt;sub&gt;2&lt;/sub&gt; on emissions of volatile organic compounds: isoprene emission from Phragmites australis growing at elevated CO&lt;sub&gt;2&lt;/sub&gt; in a natural carbon dioxide spring, Plant, Cell, Env., 27, 393–401, http://dx.doi.org/10.1111/j.1365-3040.2003.01155.xdoi:10.1111/j.1365-3040.2003.01155.x, 2004. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Schurgers, G., Hickler, T., Miller, P. A., and Arneth, A.: European emissions of isoprene and monoterpenes from the Last Glacial Maximum to present, Biogeosciences, 6, 2779–2797, http://dx.doi.org/10.5194/acp-9-2779-2009doi:10.5194/acp-9-2779-2009, 2009. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Schurgers, G., Arneth, A., and Hickler, T.: The effect of species composition on plant functional type emission capacities of biogenic compounds, J. Geophys. Res., in review, 2011. </mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple"> Sharkey, T. D., Loreto, F., and Delwiche, C. F.: High-carbon dioxide and sun shade effects on isoprene emission from oak and aspen tree leaves, Plant Cell Environ., 14, 333–338, 1991. </mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple"> Shim, C., Wang, Y. H., Choi, Y., Palmer, P. I., Abbot, D. S., and Chance, K.: Constraining global isoprene emissions with Global Ozone Monitoring Experiment (GOME) formaldehyde column measurements, J. Geophys. Res., 110, D24301, http://dx.doi.org/10.1029/2004JD005629doi:10.1029/2004JD005629, 2005. </mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple"> Sitch, S., Smith, B., Prentice, I. C., Arneth, A., Bondeau, A., Cramer, W., Kaplan, J. O., Levis, S., Lucht, W., Sykes, M. T., Thonicke, K., and Venevsky, S.: Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model, Global Change Biol., 9, 161–185, 2003. </mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple"> Smith, B., Prentice, I. C., and Sykes, M. T.: Representation of vegetation dynamics in the modelling of terrestrial ecosystems: comparing two contrasting approaches within European climate space, Glob. Ecol. Biogeosci., 10, 621–637, 2001. </mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple"> Staniforth, A., White, A., Wood, N., Thuburn, J., Zerroukat, M., Cordero, E., and Davies, T.: Joy of U.M. 6.1: Model Formulation, Unified Model Doc. Paper 15, Exeter, UK, 2005. </mixed-citation>
</ref>
<ref id="ref69">
<label>69</label><mixed-citation publication-type="other" xlink:type="simple"> Stavrakou, T., Müller, J. F., De Smedt, I., Van Roozendael, M., van der Werf, G. R., Giglio, L., and Guenther, A.: Global emissions of non-methane hydrocarbons deduced from SCIAMACHY formaldehyde columns through 2003–2006, Atmos. Chem. Phys., 9, 3663–3679, 10.5194/acp-9-3663-2009, 2009. </mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple"> Stavrakou, T., Peeters, J., and Müller, J. F.: Improved global modelling of HOx recycling in isoprene oxidation: evaluation against the GABRIEL and INTEX-A aircraft campaign measurements, Atmos. Chem. Phys., 10, 9863–9878, 10.5194/acp-10-9863-2010, 2010. </mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple"> Stevenson, D. S., Dentener, F. J., Schultz, M. G., Ellingsen, K., van Noije, T. P. C., Wild, O., Zeng, G., Amann, M., Atherton, C. S., Bell, N., Bergmann, D. J., Bey, I., Butler, T., Cofola, J., Collins, W. J., Derwent, R. G., Doherty, R. M., Drevet, J., Eskes, H. J., Fiore, A. M., Gauss, M., Hauglustaine, D. A., Horowitz, L. W., Isaksen, I. S. A., Krol, M. C., Lamarque, J. F., Lawrence, M. G., Montanaro, V., Muller, J. F., Pitari, G., Prather, M. J., Pyle, J. A., Rast, S., Rodriguez, J. M., Sanderson, M. G., Savage, N. H., Shindell, D. T., Strahan, S. E., Sudo, K., and Szopa, S.: Multi-model ensemble simulations of present-day and near-future tropospheric ozone, J. Geophys. Res., 111, D08301, http://dx.doi.org/10.01029/02005JD006338doi:10.01029/02005JD006338, 2006. </mixed-citation>
</ref>
<ref id="ref72">
<label>72</label><mixed-citation publication-type="other" xlink:type="simple"> Telford, P. J., Lathière, J., Abraham, N. L., Archibald, A. T., Braesicke, P., Johnson, C. E., Morgenstern, O., O&apos;Connor, F. M., Pike, R. C., Wild, O., Young, P. J., Beerling, D. J., Hewitt, C. N., and Pyle, J.: Effects of climate-induced changes in isoprene emissions after the eruption of Mount Pinatubo, Atmos. Chem. Phys., 10, 7117–7125, http://dx.doi.org/10.5194/acp-10-7117-2010doi:10.5194/acp-10-7117-2010, 2010. </mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple"> Wiberley, A. E., Linskey, A. R., Falbel, T. G., and Sharkey, T. D.: Development of the capacity for isoprene emission in Kudzu, Plant, Cell, Env., 28, 898–905, 2005. </mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple"> Wilkinson, M., Monson, R. K., Trahan, N., Lee, S., Brown, E., Jackson, R. B., Polley, H. W., Fay, P. A., and Fall, R.: Leaf isoprene emission rate as a function of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; concentration, Glob. Change Biol., 15, 1189–1200, doi:10.1111/j.1365-2486.2008.01803.x, 2009. </mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple"> Woodward, F. I., Smith, T. M., and Emanuel, W. R.: A global land primary productivity and phytogeography model, Glob. Biogeochem. Cy., 9, 471–490, http://dx.doi.org/10.1029/1095GB02432doi:10.1029/1095GB02432, 1995. </mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple"> Young, P. J., Arneth, A., Schurgers, G., Zeng, G., and Pyle, J.: The CO&lt;sub&gt;2&lt;/sub&gt; inhibition of terrestrial isoprene emission significantly affects future ozone projections, Atmos. Chem. Phys., 9, 2793–2803, http://dx.doi.org/10.5194/acp-9-2793-2009doi:10.5194/acp-9-2793-2009, 2009. </mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple"> Zhang, P., And erson, B., Barlow, M., Tan, B., and Myneni, R.: Climate related vegetation characteristics derived from MODIS LAI and NDVI, J. Geophys. Res., 109, D20105, http://dx.doi.org/10.21029/22004JD004720doi:10.21029/22004JD004720, 2004. </mixed-citation>
</ref>
</ref-list>
</back>
</article>