<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/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>
<abbrev-journal-title abbrev-type="nlm-ta">Atmos. Chem. Phys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1680-7324</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/acp-13-10243-2013</article-id>
<title-group>
<article-title>Photosynthesis-dependent isoprene emission from leaf to planet in a global carbon-chemistry-climate model</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Unger</surname>
<given-names>N.</given-names>
<ext-link>https://orcid.org/0000-0001-7739-2290</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Harper</surname>
<given-names>K.</given-names>
<ext-link>https://orcid.org/0000-0003-3752-7618</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zheng</surname>
<given-names>Y.</given-names>
<ext-link>https://orcid.org/0000-0003-3445-5284</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kiang</surname>
<given-names>N. Y.</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>Aleinov</surname>
<given-names>I.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Arneth</surname>
<given-names>A.</given-names>
<ext-link>https://orcid.org/0000-0001-6616-0822</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schurgers</surname>
<given-names>G.</given-names>
<ext-link>https://orcid.org/0000-0002-2189-1995</ext-link>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Amelynck</surname>
<given-names>C.</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>Goldstein</surname>
<given-names>A.</given-names>
<ext-link>https://orcid.org/0000-0003-4014-4896</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Guenther</surname>
<given-names>A.</given-names>
<ext-link>https://orcid.org/0000-0001-6283-8288</ext-link>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Heinesch</surname>
<given-names>B.</given-names>
<ext-link>https://orcid.org/0000-0001-7594-6341</ext-link>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hewitt</surname>
<given-names>C. N.</given-names>
<ext-link>https://orcid.org/0000-0001-7973-2666</ext-link>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Karl</surname>
<given-names>T.</given-names>
<ext-link>https://orcid.org/0000-0003-2869-9426</ext-link>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Laffineur</surname>
<given-names>Q.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Langford</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>A. McKinney</surname>
<given-names>K.</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Misztal</surname>
<given-names>P.</given-names>
<ext-link>https://orcid.org/0000-0003-1060-1750</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Potosnak</surname>
<given-names>M.</given-names>
<ext-link>https://orcid.org/0000-0003-2927-3806</ext-link>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rinne</surname>
<given-names>J.</given-names>
<ext-link>https://orcid.org/0000-0003-1168-7138</ext-link>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pressley</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schoon</surname>
<given-names>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>Serça</surname>
<given-names>D.</given-names>
<ext-link>https://orcid.org/0000-0001-8688-1440</ext-link>
</name>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>School of Forestry and Environmental Studies, Yale University, New Haven, CT 06511, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Geology and Geophysics, Yale University, New Haven, CT 06511, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>NASA Goddard Institute for Space Studies, New York, NY 10025, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Karlsruhe Institute for Technology, Institute of Meteorology and Climate Research, Kreuzeckbahnstr. 19, 82467 Garmisch-Partenkirchen, Germany</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Department of Earth and Ecosystem Sciences, University of Lund, Lund, 22362, Sweden</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Belgian Institute for Space Aeronomy, Ringlaan-3-Avenue Circulaire, 1180 Brussels, Belgium</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Department of Environmental Science, Policy, and Management, University of California at Berkeley, Berkeley, CA 94720, USA</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>National Center for Atmospheric Research, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Unité de Physique des Biosystèmes, Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Lancaster University, Bailrigg, Lancaster, UK</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>University of Innsbruck, Institute of Meteorology and Geophysics, Innsbruck</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>Centre for Ecology and Hydrology, Midlothian, UK</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Department of Chemistry, Amherst College, Amherst, Massachusetts, USA</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>DePaul University, Chicago, IL, USA</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>University of Helsinki, Helsinki, Finland</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>Washington State University, Pullman, WA, USA</addr-line>
</aff>
<aff id="aff17">
<label>17</label>
<addr-line>Université Toulouse, Toulouse, France</addr-line>
</aff>
<aff id="aff18">
<label>18</label>
<addr-line>Royal Meteorological Institute of Belgium, Ringlaan-3-Avenue Circulaire, 1180 Brussels, Belgium</addr-line>
</aff>
<pub-date pub-type="epub">
<day>22</day>
<month>10</month>
<year>2013</year>
</pub-date>
<volume>13</volume>
<issue>20</issue>
<fpage>10243</fpage>
<lpage>10269</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2013 N. Unger et al.</copyright-statement>
<copyright-year>2013</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://acp.copernicus.org/articles/13/10243/2013/acp-13-10243-2013.html">This article is available from https://acp.copernicus.org/articles/13/10243/2013/acp-13-10243-2013.html</self-uri>
<self-uri xlink:href="https://acp.copernicus.org/articles/13/10243/2013/acp-13-10243-2013.pdf">The full text article is available as a PDF file from https://acp.copernicus.org/articles/13/10243/2013/acp-13-10243-2013.pdf</self-uri>
<abstract>
<p>We describe the implementation of a biochemical model of isoprene emission
that depends on the electron requirement for isoprene synthesis into the
Farquhar–Ball–Berry leaf model of photosynthesis and stomatal conductance
that is embedded within a global chemistry-climate simulation framework. The
isoprene production is calculated as a function of electron transport-limited
photosynthesis, intercellular and atmospheric carbon dioxide concentration, and canopy
temperature. The vegetation biophysics module computes the photosynthetic
uptake of carbon dioxide coupled with the transpiration of water vapor and
the isoprene emission rate at the 30 min physical integration time step of
the global chemistry-climate model. In the model, the rate of carbon
assimilation provides the dominant control on isoprene emission variability
over canopy temperature. A control simulation representative of the present-day 
climatic state that uses 8 plant functional types (PFTs), prescribed
phenology and generic PFT-specific isoprene emission potentials (fraction of
electrons available for isoprene synthesis) reproduces 50% of the
variability across different ecosystems and seasons in a global database of
28 measured campaign-average fluxes. Compared to time-varying isoprene flux
measurements at 9 select sites, the model authentically captures the observed
variability in the 30 min average diurnal cycle (&lt;i&gt;R&lt;/i&gt;&lt;sup&gt;2&lt;/sup&gt; = 64–96%)
and simulates the flux magnitude to within a factor of 2. The control run
yields a global isoprene source strength of 451 TgC yr&lt;sup&gt;−1&lt;/sup&gt; that
increases by 30% in the artificial absence of plant water stress and by
55% for potential natural vegetation.</p>
</abstract>
<counts><page-count count="27"/></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">Affek, H. P., and Yakir, D.: Natural abundance carbon isotope composition of isoprene reflects incomplete coupling between isoprene synthesis and photosynthetic carbon flow, Plant Physiol, 131, 1727–1736, &lt;a href=&quot;http://dx.doi.org/10.1140/Pp.102.012294&quot;&gt;https://doi.org/10.1140/Pp.102.012294&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Arneth, A., Niinemets, Ü., Pressley, S., Bäck, J., Hari, P., Karl, T., Noe, S., Prentice, I. C., Serça, 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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-7-31-2007&quot;&gt;https://doi.org/10.5194/acp-7-31-2007&lt;/a&gt;, 2007.</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, Ü., and Palmer, P. I.: Why are estimates of global terrestrial isoprene emissions so similar (and why is this not so for monoterpenes)?, Atmos. Chem. Phys., 8, 4605–4620, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-8-4605-2008&quot;&gt;https://doi.org/10.5194/acp-8-4605-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Arneth, A., Unger, N., Kulmala, M., and Andreae, M. O.: Clean the Air, Heat the Planet?, Science, 326, 672–673, &lt;a href=&quot;http://dx.doi.org/10.1126/Science.1181568&quot;&gt;https://doi.org/10.1126/Science.1181568&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Arneth, A., Schurgers, G., Lathiere, J., Duhl, T., Beerling, D. J., Hewitt, C. N., Martin, M., and Guenther, A.: Global terrestrial isoprene emission models: sensitivity to variability in climate and vegetation, Atmos. Chem. Phys., 11, 8037–8052, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-8037-2011&quot;&gt;https://doi.org/10.5194/acp-11-8037-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Arneth, A., Mercado, L., Kattge, J., and Booth, B. B. B.: Future challenges of representing land-processes in studies on land-atmosphere interactions, Biogeosciences, 9, 3587–3599, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-9-3587-2012&quot;&gt;https://doi.org/10.5194/bg-9-3587-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Bai, J. H., Baker, B., Liang, B. S., Greenberg, J., and Guenther, A.: Isoprene and monoterpene emissions from an Inner Mongolia grassland, Atmos. Environ., 40, 5753–5758, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Atmosenv.2006.05.019&quot;&gt;https://doi.org/10.1016/J.Atmosenv.2006.05.019&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Baker, B., Bai, J. H., Johnson, C., Cai, Z. T., Li, Q. J., Wang, Y. F., Guenther, A., Greenberg, J., Klinger, L., Geron, C., and Rasmussen, R.: Wet and dry season ecosystem level fluxes of isoprene and monoterpenes from a southeast Asian secondary forest and rubber tree plantation, Atmos. Environ., 39, 381–390, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Atmosenv.2004.07.033&quot;&gt;https://doi.org/10.1016/J.Atmosenv.2004.07.033&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Baldocchi, D.: An Analytical Solution for Coupled Leaf Photosynthesis and Stomatal Conductance Models, Tree Physiol., 14, 1069–1079, 1994.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Baldocchi, D., Falge, E., Gu, L. H., Olson, R., Hollinger, D., Running, S., Anthoni, P., Bernhofer, C., Davis, K., Evans, R., Fuentes, J., Goldstein, A., Katul, G., Law, B., Lee, X. H., Malhi, Y., Meyers, T., Munger, W., Oechel, W., U, K. T. P., Pilegaard, K., Schmid, H. P., Valentini, R., Verma, S., Vesala, T., Wilson, K., and Wofsy, S.: FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities, B. Am. Meteorol. Soc., 82, 2415–2434, &lt;a href=&quot;http://dx.doi.org/10.1175/1520-0477(2001)082&lt; 2415:Fantts&gt;2.3.CO;2&quot;&gt;https://doi.org/10.1175/1520-0477(2001)082&lt; 2415:Fantts&gt;2.3.CO;2&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Ballantyne, A. P., Alden, C. B., Miller, J. B., Tans, P. P., and White, J. W. C.: Increase in observed net carbon dioxide uptake by land and oceans during the past 50 years, Nature, 488, 70–72, &lt;a href=&quot;http://dx.doi.org/10.1038/Nature11299&quot;&gt;https://doi.org/10.1038/Nature11299&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</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, &lt;a href=&quot;http://dx.doi.org/10.1029/2008gl036843&quot;&gt;https://doi.org/10.1029/2008gl036843&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Barkley, M. P., Kurosu, T. P., Chance, K., De Smedt, I., Van Roozendael, M., Arneth, A., Hagberg, D., and Guenther, A.: Assessing sources of uncertainty in formaldehyde air mass factors over tropical South America: Implications for top-down isoprene emission estimates, J. Geophys. Res.-Atmos., 117, D13304, &lt;a href=&quot;http://dx.doi.org/10.1029/2011jd016827&quot;&gt;https://doi.org/10.1029/2011jd016827&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Beer, C., Reichstein, M., Tomelleri, E., Ciais, P., Jung, M., Carvalhais, N., Rodenbeck, C., Arain, M. A., Baldocchi, D., Bonan, G. B., Bondeau, A., Cescatti, A., Lasslop, G., Lindroth, A., Lomas, M., Luyssaert, S., Margolis, H., Oleson, K. W., Roupsard, O., Veenendaal, E., Viovy, N., Williams, C., Woodward, F. I., and Papale, D.: Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate, Science, 329, 834–838, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1184984&quot;&gt;https://doi.org/10.1126/science.1184984&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Beerling, D. J., Fox, A., Stevenson, D. S., and Valdes, P. J.: Enhanced chemistry-climate feedbacks in past greenhouse worlds, P Natl Acad Sci USA, 108, 9770–9775, &lt;a href=&quot;http://dx.doi.org/10.1073/Pnas.1102409108&quot;&gt;https://doi.org/10.1073/Pnas.1102409108&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Behnke, K., Loivamaki, M., Zimmer, I., Rennenberg, H., Schnitzler, J. P., and Louis, S.: Isoprene emission protects photosynthesis in sunfleck exposed Grey poplar, Photosynth. Res., 104, 5–17, &lt;a href=&quot;http://dx.doi.org/10.1007/S11120-010-9528-X&quot;&gt;https://doi.org/10.1007/S11120-010-9528-X&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Bell, N., Koch, D., and Shindell, D. T.: Impacts of chemistry-aerosol coupling on tropospheric ozone and sulfate simulations in a general circulation model, J. Geophys. Res.-Atmos., 110, D14305, &lt;a href=&quot;http://dx.doi.org/10.1029/2004jd005538&quot;&gt;https://doi.org/10.1029/2004jd005538&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Blyth, E., Clark, D. B., Ellis, R., Huntingford, C., Los, S., Pryor, M., Best, M., and Sitch, S.: A comprehensive set of benchmark tests for a land surface model of simultaneous fluxes of water and carbon at both the global and seasonal scale, Geosci. Model. Dev., 4, 255-269, &lt;a href=&quot;http://dx.doi.org/10.5194/gmd-4-255-2011&quot;&gt;https://doi.org/10.5194/gmd-4-255-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Bonan, G. B., Lawrence, P. J., Oleson, K. W., Levis, S., Jung, M., Reichstein, M., Lawrence, D. M., and Swenson, S. C.: Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data, J. Geophys. Res.-Biogeosci., 116, G02014, &lt;a href=&quot;http://dx.doi.org/10.1029/2010JG001593&quot;&gt;https://doi.org/10.1029/2010JG001593&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Caldararu, S., Palmer, P. I., and Purves, D. W.: Inferring Amazon leaf demography from satellite observations of leaf area index, Biogeosciences, 9, 1389–1404, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-9-1389-2012&quot;&gt;https://doi.org/10.5194/bg-9-1389-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Ciais, P., Reichstein, M., Viovy, N., Granier, A., Ogee, J., Allard, V., Aubinet, M., Buchmann, N., Bernhofer, C., Carrara, A., Chevallier, F., De Noblet, N., Friend, A. D., Friedlingstein, P., Grunwald, T., Heinesch, B., Keronen, P., Knohl, A., Krinner, G., Loustau, D., Manca, G., Matteucci, G., Miglietta, F., Ourcival, J. M., Papale, D., Pilegaard, K., Rambal, S., Seufert, G., Soussana, J. F., Sanz, M. J., Schulze, E. D., Vesala, T., and Valentini, R.: Europe-wide reduction in primary productivity caused by the heat and drought in 2003, Nature, 437, 529–533, &lt;a href=&quot;http://dx.doi.org/10.1038/Nature03972&quot;&gt;https://doi.org/10.1038/Nature03972&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Collatz, G. J., Ball, J. T., Grivet, C., and Berry, J. A.: Physiological and Environmental-Regulation of Stomatal Conductance, Photosynthesis and Transpiration – a Model That Includes a Laminar Boundary-Layer, Agr. Forest. Meteorol., 54, 107–136, &lt;a href=&quot;http://dx.doi.org/10.1016/0168-1923(91)90002-8&quot;&gt;https://doi.org/10.1016/0168-1923(91)90002-8&lt;/a&gt;, 1991.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">de Noblet-Ducoudre, N., Boisier, J. P., Pitman, A., Bonan, G. B., Brovkin, V., Cruz, F., Delire, C., Gayler, V., van den Hurk, B. J. J. M., Lawrence, P. J., van der Molen, M. K., Muller, C., Reick, C. H., Strengers, B. J., and Voldoire, A.: Determining Robust Impacts of Land-Use-Induced Land Cover Changes on Surface Climate over North America and Eurasia: Results from the First Set of LUCID Experiments, J. Climate, 25, 3261–3281, &lt;a href=&quot;http://dx.doi.org/10.1175/Jcli-D-11-00338.1&quot;&gt;https://doi.org/10.1175/Jcli-D-11-00338.1&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Delwiche, C. F. and Sharkey, T. D.: Rapid Appearance of C-13 in Biogenic Isoprene When (CO&lt;sub&gt;2&lt;/sub&gt;)-C&lt;sub&gt;13&lt;/sub&gt; Is Fed to Intact Leaves, Plant Cell Environ, 16, 587–591, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-3040.1993.Tb00907.X&quot;&gt;https://doi.org/10.1111/J.1365-3040.1993.Tb00907.X&lt;/a&gt;, 1993.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Farquhar, G. D., Caemmerer, S. V., and Berry, J. A.: A Biochemical-Model of Photosynthetic CO&lt;sub&gt;2&lt;/sub&gt; Assimilation in Leaves of C-3 Species, Planta, 149, 78–90, 1980.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Fiore, A. M., Naik, V., Spracklen, D. V., Steiner, A., Unger, N., Prather, M., Bergmann, D., Cameron-Smith, P. J., Cionni, I., Collins, W. J., Dalsoren, S., Eyring, V., Folberth, G. A., Ginoux, P., Horowitz, L. W., Josse, B., Lamarque, J. F., MacKenzie, I. A., Nagashima, T., O&apos;Connor, F. M., Righi, M., Rumbold, S. T., Shindell, D. T., Skeie, R. B., Sudo, K., Szopa, S., Takemura, T., and Zeng, G.: Global air quality and climate, Chem. Soc. Rev., 41, 6663–6683, &lt;a href=&quot;http://dx.doi.org/10.1039/C2cs35095e&quot;&gt;https://doi.org/10.1039/C2cs35095e&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Friend, A. D. and Kiang, N. Y.: Land surface model development for the GISS GCM: Effects of improved canopy physiology on simulated climate, J. Climate, 18, 2883–2902, 2005.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Fuentes, J. D., Wang, D., and Gu, L.: Seasonal variations in isoprene emissions from a boreal aspen forest, Journal of Applied Meteorology, 38, 855–869, &lt;a href=&quot;http://dx.doi.org/10.1175/1520-0450(1999)038&lt;0855:Sviief&gt;2.0.CO;2&quot;&gt;https://doi.org/10.1175/1520-0450(1999)038&lt;0855:Sviief&gt;2.0.CO;2&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Geron, C., Guenther, A., Greenberg, J., Loescher, H. W., Clark, D., and Baker, B.: Biogenic volatile organic compound emissions from a lowland tropical wet forest in Costa Rica, Atmos. Environ., 36, 3793–3802, Pii S1352-2310(02)00301-1, &lt;a href=&quot;http://dx.doi.org/10.1016/S1352-2310(02)00301-1&quot;&gt;https://doi.org/10.1016/S1352-2310(02)00301-1&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Graus, M., Hansel, A., Wisthaler, A., Lindinger, C., Forkel, R., Hauff, K., Klauer, M., Pfichner, A., Rappengluck, B., Steigner, D., and Steinbrecher, R.: A relaxed-eddy-accumulation method for the measurement of isoprenoid canopy-fluxes using an online gas-chromatographic technique and PTR-MS simultaneously, Atmos. Environ., 40, S43–S54, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Atmosenv.2005.09.094&quot;&gt;https://doi.org/10.1016/J.Atmosenv.2005.09.094&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Greenberg, J. P., Guenther, A. B., Madronich, S., Baugh, W., Ginoux, P., Druilhet, A., Delmas, R., and Delon, C.: Biogenic volatile organic compound emissions in central Africa during the Experiment for the Regional Sources and Sinks of Oxidants (EXPRESSO) biomass burning season, J. Geophys. Res.-Atmos., 104, 30659–30671, &lt;a href=&quot;http://dx.doi.org/10.1029/1999jd900475&quot;&gt;https://doi.org/10.1029/1999jd900475&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Goldstein, A. H., Goulden, M. L., Munger, J. W., Wofsy, S. C., and Geron, C. D.: Seasonal course of isoprene emissions from a midlatitude deciduous forest, J. Geophys. Res.-Atmos., 103, 31045–31056, 1998.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Grinspoon, J., Bowman, W. D., and Fall, R.: Delayed Onset of Isoprene Emission in Developing Velvet Bean (Mucuna Sp) Leaves, Plant Physiol., 97, 170–174, &lt;a href=&quot;http://dx.doi.org/10.1104/Pp.97.1.170&quot;&gt;https://doi.org/10.1104/Pp.97.1.170&lt;/a&gt;, 1991.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</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 Zimmerman, P.: A Global-Model of Natural Volatile Organic-Compound Emissions, J. Geophys. Res.-Atmos., 100, 8873–8892, &lt;a href=&quot;http://dx.doi.org/10.1029/94JD02950&quot;&gt;https://doi.org/10.1029/94JD02950&lt;/a&gt;, 1995.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-3181-2006&quot;&gt;https://doi.org/10.5194/acp-6-3181-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Guenther, A. B., Monson, R. K., and Fall, R.: Isoprene and Monoterpene Emission Rate Variability – Observations with Eucalyptus and Emission Rate Algorithm Development, J. Geophys. Res.-Atmos., 96, 10799–10808, &lt;a href=&quot;http://dx.doi.org/10.1029/91JD00960&quot;&gt;https://doi.org/10.1029/91JD00960&lt;/a&gt;, 1991.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Guenther, A. B., Jiang, X., Heald, C. L., Sakulyanontvittaya, T., Duhl, T., Emmons, L. K., and Wang, X.: The Model of Emissions of Gases and Aerosols from Nature version 2.1 (MEGAN2.1): an extended and updated framework for modeling biogenic emissions, Geosci. Model. Dev., 5, 1471–1492, &lt;a href=&quot;http://dx.doi.org/10.5194/gmd-5-1471-2012&quot;&gt;https://doi.org/10.5194/gmd-5-1471-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Hakola, H., Rinne, J., and Laurila, T.: The hydrocarbon emission rates of tea-leafed willow (Salix phylicifolia), silver birch (Betula pendula) and European aspen (Populus tremula), Atmos. Environ., 32, 1825–1833, &lt;a href=&quot;http://dx.doi.org/10.1016/S1352-2310(97)00482-2&quot;&gt;https://doi.org/10.1016/S1352-2310(97)00482-2&lt;/a&gt;, 1998.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple">Hanninen, H. and Kramer, K.: A framework for modelling the annual cycle of trees in boreal and temperate regions, Silva Fenn., 41, 167–205, 2007.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Harley, P., Otter, L., Guenther, A., and Greenberg, J.: Micrometeorological and leaf-level measurements of isoprene emissions from a southern African savanna, J. Geophys. Res.-Atmos., 108, 8468, &lt;a href=&quot;http://dx.doi.org/10.1029/2002jd002592&quot;&gt;https://doi.org/10.1029/2002jd002592&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Harrison, S. P., Morfopoulos, C., Dani, K. G. S., Prentice, I. C., Arneth, A., Atwell, B. J., Barkley, M. P., Leishman, M. R., Loreto, F., Medlyn, B. E., Niinemets, U., Possell, M., Penuelas, J., and Wright, I. J.: Volatile isoprenoid emissions from plastid to planet, New Phytol., 197, 49–57, &lt;a href=&quot;http://dx.doi.org/10.1111/Nph.12021&quot;&gt;https://doi.org/10.1111/Nph.12021&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Heald, C. L., Henze, D. K., Horowitz, L. W., Feddema, J., Lamarque, J. F., Guenther, A., Hess, P. G., Vitt, F., Seinfeld, J. H., Goldstein, A. H., and Fung, I.: Predicted change in global secondary organic aerosol concentrations in response to future climate, emissions, and land use change, J. Geophys. Res.-Atmos., 113, D05211, &lt;a href=&quot;http://dx.doi.org/10.1029/2007jd009092&quot;&gt;https://doi.org/10.1029/2007jd009092&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</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, Global Change Biol., 15, 1127–1140, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2008.01802.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2008.01802.X&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Hewitt, C. N., Ashworth, K., Boynard, A., Guenther, A., Langford, B., MacKenzie, A. R., Misztal, P. K., Nemitz, E., Owen, S. M., Possell, M., Pugh, T. A. M., Ryan, A. C., and Wild, O.: Ground-level ozone influenced by circadian control of isoprene emissions, Nat Geosci., 4, 671–674, &lt;a href=&quot;http://dx.doi.org/10.1038/Ngeo1271&quot;&gt;https://doi.org/10.1038/Ngeo1271&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple">Horowitz, L. W., Fiore, A. M., Milly, G. P., Cohen, R. C., Perring, A., Wooldridge, P. J., Hess, P. G., Emmons, L. K., and Lamarque, J. F.: Observational constraints on the chemistry of isoprene nitrates over the eastern United States, J. Geophys. Res.-Atmos., 112, D12S08, &lt;a href=&quot;http://dx.doi.org/10.1029/2006jd007747&quot;&gt;https://doi.org/10.1029/2006jd007747&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple">Hurtt, G. C., Chini, L. P., Frolking, S., Betts, R. A., Feddema, J., Fischer, G., Fisk, J. P., Hibbard, K., Houghton, R. A., Janetos, A., Jones, C. D., Kindermann, G., Kinoshita, T., Goldewijk, K. K., Riahi, K., Shevliakova, E., Smith, S., Stehfest, E., Thomson, A., Thornton, P., van Vuuren, D. P., and Wang, Y. P.: Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands, Clim. Change, 109, 117–161, &lt;a href=&quot;http://dx.doi.org/10.1007/S10584-011-0153-2&quot;&gt;https://doi.org/10.1007/S10584-011-0153-2&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple">Isebrands, J. G., Guenther, A. B., Harley, P., Helmig, D., Klinger, L., Vierling, L., Zimmerman, P., and Geron, C.: Volatile organic compound emission rates from mixed deciduous and coniferous forests in Northern Wisconsin, USA, Atmos. Environ., 33, 2527–2536, &lt;a href=&quot;http://dx.doi.org/10.1016/S1352-2310(98)00250-7&quot;&gt;https://doi.org/10.1016/S1352-2310(98)00250-7&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple">Jung, M., Reichstein, M., Margolis, H. A., Cescatti, A., Richardson, A. D., Arain, M. A., Arneth, A., Bernhofer, C., Bonal, D., Chen, J. Q., Gianelle, D., Gobron, N., Kiely, G., Kutsch, W., Lasslop, G., Law, B. E., Lindroth, A., Merbold, L., Montagnani, L., Moors, E. J., Papale, D., Sottocornola, M., Vaccari, F., and Williams, C.: Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations, J. Geophys. Res.-Biogeosci., 116, G00J07, &lt;a href=&quot;http://dx.doi.org/10.1029/2010JG001566&quot;&gt;https://doi.org/10.1029/2010JG001566&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple">Karl, T., Fall, R., Rosenstiel, T. N., Prazeller, P., Larsen, B., Seufert, G., and Lindinger, W.: On-line analysis of the (CO&lt;sub&gt;2&lt;/sub&gt;)-C&lt;sub&gt;13&lt;/sub&gt; labeling of leaf isoprene suggests multiple subcellular origins of isoprene precursors, Planta, 215, 894–905, &lt;a href=&quot;http://dx.doi.org/10.1007/S00425-002-0825-2&quot;&gt;https://doi.org/10.1007/S00425-002-0825-2&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref50">
<label>50</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.-Atmos., 109, D18306, &lt;a href=&quot;http://dx.doi.org/10.1029/2004JD004738&quot;&gt;https://doi.org/10.1029/2004JD004738&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref51">
<label>51</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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-7-5883-2007&quot;&gt;https://doi.org/10.5194/acp-7-5883-2007&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple">Kesselmeier, J. and Staudt, M.: Biogenic volatile organic compounds (VOC): An overview on emission, physiology and ecology, J. Atmos. Chem., 33, 23–88, &lt;a href=&quot;http://dx.doi.org/10.1023/A:1006127516791&quot;&gt;https://doi.org/10.1023/A:1006127516791&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple">Kuhn, U., Andreae, M. O., Ammann, C., Araujo, A. C., Brancaleoni, E., Ciccioli, P., Dindorf, T., Frattoni, M., Gatti, L. V., Ganzeveld, L., Kruijt, B., Lelieveld, J., Lloyd, J., Meixner, F. X., Nobre, A. D., Poschl, U., Spirig, C., Stefani, P., Thielmann, A., Valentini, R., and Kesselmeier, J.: Isoprene and monoterpene fluxes from Central Amazonian rainforest inferred from towerbased and airborne measurements, and implications on the atmospheric chemistry and the local carbon budget, Atmos. Chem. Phys., 7, 2855–2879, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-10-627-2010&quot;&gt;https://doi.org/10.5194/acp-10-627-2010&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple">Kuzma, J. and Fall, R.: Leaf Isoprene Emission Rate Is Dependent on Leaf Development and the Level of Isoprene Synthase, Plant Physiol., 101, 435–440, 1993.</mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple">Langford, B., Misztal, P. K., Nemitz, E., Davison, B., Helfter, C., Pugh, T. A. M., MacKenzie, A. R., Lim, S. F., and Hewitt, C. N.: Fluxes and concentrations of volatile organic compounds from a South-East Asian tropical rainforest, Atmos. Chem. Phys., 10, 8391–8412, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-10-8391-2010&quot;&gt;https://doi.org/10.5194/acp-10-8391-2010&lt;/a&gt;, 2010a.</mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple">Langford, B., Nemitz, E., House, E., Phillips, G. J., Famulari, D., Davison, B., Hopkins, J. R., Lewis, A. C., and Hewitt, C. N.: Fluxes and concentrations of volatile organic compounds above central London, UK, Atmos. Chem. Phys., 10, 627–645, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-10-627-2010&quot;&gt;https://doi.org/10.5194/acp-10-627-2010&lt;/a&gt;, 2010b.</mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple">Langenhove, H., Steppe, K., Simpraga, M., and Heinesch, B.: Isoprene and monoterpene emissions from a mixed temperate forest, Atmos. Environ., 45, 3157–3168, doi10.1016/J.Atmosenv.2011.02.054, 2011.</mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple">Lathiére, J., Hauglustaine, D. A., Friend, A. D., De Noblet-Ducoudré, N., Viovy, N., and Folberth, G. A.: Impact of climate variability and land use changes on global biogenic volatile organic compound emissions, Atmos. Chem. Phys., 6, 2129–2146, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-2129-2006&quot;&gt;https://doi.org/10.5194/acp-6-2129-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple">Law, B. E., Falge, E., Gu, L., Baldocchi, D. D., Bakwin, P., Berbigier, P., Davis, K., Dolman, A. J., Falk, M., Fuentes, J. D., Goldstein, A., Granier, A., Grelle, A., Hollinger, D., Janssens, I. A., Jarvis, P., Jensen, N. O., Katul, G., Mahli, Y., Matteucci, G., Meyers, T., Monson, R., Munger, W., Oechel, W., Olson, R., Pilegaard, K., Paw, K. T., Thorgeirsson, H., Valentini, R., Verma, S., Vesala, T., Wilson, K., and Wofsy, S.: Environmental controls over carbon dioxide and water vapor exchange of terrestrial vegetation, Agr. Forest Meteorol., 113, 97–120, &lt;a href=&quot;http://dx.doi.org/10.1016/S0168-1923(02)00104-1&quot;&gt;https://doi.org/10.1016/S0168-1923(02)00104-1&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple">Loreto, F. and Schnitzler, J. P.: Abiotic stresses and induced BVOCs, Trend. Plant Sci., 15, 154–166, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Tplants.2009.12.006&quot;&gt;https://doi.org/10.1016/J.Tplants.2009.12.006&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple">Loveland, T., J. Brown, D. Ohlen, B. Reed, Z. Zhu, L. Yang, S. Howard.: ISLSCP II IGBP DISCover and SiB Land Cover, 1992–1993, ISLSCP Initiative II Collection, available online: &lt;a href=&quot;http://daac.ornl.gov/&quot;&gt;http://daac.ornl.gov/&lt;/a&gt; from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA, &lt;a href=&quot;http://dx.doi.org/10.3334/ORNLDAAC/930&quot;&gt;https://doi.org/10.3334/ORNLDAAC/930&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple">Makela, A., Hari, P., Berninger, F., Hanninen, H., and Nikinmaa, E.: Acclimation of photosynthetic capacity in Scots pine to the annual cycle of temperature, Tree Physiol., 24, 369–376, 2004.</mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple">Matthews, E.: Global Vegetation and Land-Use – New High-Resolution Data-Bases for Climate Studies, J. Clim. Appl. Meteorol., 22, 474–487, &lt;a href=&quot;http://dx.doi.org/10.1175/1520-0450(1983)022&lt;0474:Gvalun&gt;2.0.CO;2&quot;&gt;https://doi.org/10.1175/1520-0450(1983)022&lt;0474:Gvalun&gt;2.0.CO;2&lt;/a&gt;, 1983.</mixed-citation>
</ref>
<ref id="ref64">
<label>64</label><mixed-citation publication-type="other" xlink:type="simple">McKinney, K. A., Lee, B. H., Vasta, A., Pho, T. V., and Munger, J. W.: Emissions of isoprenoids and oxygenated biogenic volatile organic compounds from a New England mixed forest, Atmos. Chem. Phys., 11, 4807–4831, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-4807-2011&quot;&gt;https://doi.org/10.5194/acp-11-4807-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref65">
<label>65</label><mixed-citation publication-type="other" xlink:type="simple">Migliavacca, M., Sonnentag, O., Keenan, T. F., Cescatti, A., O&apos;Keefe, J., and Richardson, A. D.: On the uncertainty of phenological responses to climate change, and implications for a terrestrial biosphere model, Biogeosciences, 9, 2063–2083, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-9-2063-2012&quot;&gt;https://doi.org/10.5194/bg-9-2063-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref66">
<label>66</label><mixed-citation publication-type="other" xlink:type="simple">Milla, R. and Reich, P. B.: The scaling of leaf area and mass: the cost of light interception increases with leaf size, Proc. Res. Soc. B, 274, 2109–2114, &lt;a href=&quot;http://dx.doi.org/10.1098/Rspb.2007.0417&quot;&gt;https://doi.org/10.1098/Rspb.2007.0417&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref67">
<label>67</label><mixed-citation publication-type="other" xlink:type="simple">Monfreda, C., Ramankutty, N., and Foley, J. A.: Farming the planet: 2. Geographic distribution of crop areas, yields, physiological types, and net primary production in the year 2000, Global Biogeochem. Cy., 22, GB1022 &lt;a href=&quot;http://dx.doi.org/10.1029/2007GB002947&quot;&gt;https://doi.org/10.1029/2007GB002947&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref68">
<label>68</label><mixed-citation publication-type="other" xlink:type="simple">Monson, R. K., Harley, P. C., Litvak, M. E., Wildermuth, M., Guenther, A. B., Zimmerman, P. R., and Fall, R.: Environmental and Developmental Controls over the Seasonal Pattern of Isoprene Emission from Aspen Leaves, Oecologia, 99, 260–270, 1994.</mixed-citation>
</ref>
<ref id="ref69">
<label>69</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, Philos. T. R. Soc. A, 365, 1677–1695, &lt;a href=&quot;http://dx.doi.org/10.1098/Rsta.2007.2038&quot;&gt;https://doi.org/10.1098/Rsta.2007.2038&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref70">
<label>70</label><mixed-citation publication-type="other" xlink:type="simple">Müller, 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, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-8-1329-2008&quot;&gt;https://doi.org/10.5194/acp-8-1329-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref71">
<label>71</label><mixed-citation publication-type="other" xlink:type="simple">Niinemets, U.: Mild versus severe stress and BVOCs: thresholds, priming and consequences, Trends Plant. Sci., 15, 145–153, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Tplants.2009.11.008&quot;&gt;https://doi.org/10.1016/J.Tplants.2009.11.008&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref72">
<label>72</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 Liquidambar and Quercus, Plant Cell Environ., 22, 1319–1335, 1999.</mixed-citation>
</ref>
<ref id="ref73">
<label>73</label><mixed-citation publication-type="other" xlink:type="simple">Niinemets, U., Arneth, A., Kuhn, U., Monson, R. K., Penuelas, J., and Staudt, M.: The emission factor of volatile isoprenoids: stress, acclimation, and developmental responses, Biogeosciences, 7, 2203–2223, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-7-2203-2010&quot;&gt;https://doi.org/10.5194/bg-7-2203-2010&lt;/a&gt;, 2010a.</mixed-citation>
</ref>
<ref id="ref74">
<label>74</label><mixed-citation publication-type="other" xlink:type="simple">Niinemets, U., Copolovici, L., and Huve, K.: High within-canopy variation in isoprene emission potentials in temperate trees: Implications for predicting canopy-scale isoprene fluxes, J. Geophys. Res.-Biogeosci., 115, G04029 &lt;a href=&quot;http://dx.doi.org/10.1029/2010JG001436&quot;&gt;https://doi.org/10.1029/2010JG001436&lt;/a&gt;, 2010b.</mixed-citation>
</ref>
<ref id="ref75">
<label>75</label><mixed-citation publication-type="other" xlink:type="simple">Niinemets, U., Monson, R. K., Arneth, A., Ciccioli, P., Kesselmeier, J., Kuhn, U., Noe, S. M., Penuelas, J., and Staudt, M.: The leaf-level emission factor of volatile isoprenoids: caveats, model algorithms, response shapes and scaling, Biogeosciences, 7, 1809–1832, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-7-1809-2010&quot;&gt;https://doi.org/10.5194/bg-7-1809-2010&lt;/a&gt;, 2010c.</mixed-citation>
</ref>
<ref id="ref76">
<label>76</label><mixed-citation publication-type="other" xlink:type="simple">Oleson, K. W., Lawrence, D. M., Bonan, G. B., Flanne, M. G., Kluzek, E., Lawrence, P. J., Levis, S., Swenson, S. C., and Thronton, P. E.: Technical Description of version 4.0 of the Community Land Model (CLM), National Center for Atmospheric Research, Boulder, CONCAR/TN-478+STR, 2010.</mixed-citation>
</ref>
<ref id="ref77">
<label>77</label><mixed-citation publication-type="other" xlink:type="simple">Olofsson, M., Ek-Olausson, B., Jensen, N. O., Langer, S., and Ljungstrom, E.: The flux of isoprene from a willow coppice plantation and the effect on local air quality, Atmos. Environ., 39, 2061–2070, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Atmosenv.2004.12.015&quot;&gt;https://doi.org/10.1016/J.Atmosenv.2004.12.015&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref78">
<label>78</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., Serca, 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 present-day climate conditions, Atmos. Chem. Phys., 11, 4371–4389, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-11-4371-2011&quot;&gt;https://doi.org/10.5194/acp-11-4371-2011&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref79">
<label>79</label><mixed-citation publication-type="other" xlink:type="simple">Pacifico, F., Folberth, G. A., Jones, C. D., Harrison, S. P., and Collins, W. J.: Sensitivity of biogenic isoprene emissions to past, present, and future environmental conditions and implications for atmospheric chemistry, J. Geophys. Res.-Atmos., 117, D22302, &lt;a href=&quot;http://dx.doi.org/10.1029/2012jd018276&quot;&gt;https://doi.org/10.1029/2012jd018276&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref80">
<label>80</label><mixed-citation publication-type="other" xlink:type="simple">Palmer, P. I., Jacob, D. J., Fiore, A. M., Martin, R. V., Chance, K., and Kurosu, T. P.: Mapping isoprene emissions over North America using formaldehyde column observations from space, J. Geophys. Res.-Atmos., 108, 4180, &lt;a href=&quot;http://dx.doi.org/10.1029/2002jd002153&quot;&gt;https://doi.org/10.1029/2002jd002153&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref81">
<label>81</label><mixed-citation publication-type="other" xlink:type="simple">Pattey, E., Desjardins, R. L., Westberg, H., Lamb, B., and Zhu, T.: Measurement of isoprene emissions over a black spruce stand using a tower-based relaxed eddy-accumulation system, J. Appl. Meteorol., 38, 870–877, &lt;a href=&quot;http://dx.doi.org/10.1175/1520-0450(1999)038&lt;0870:Moieoa&gt;2.0.CO;2&quot;&gt;https://doi.org/10.1175/1520-0450(1999)038&lt;0870:Moieoa&gt;2.0.CO;2&lt;/a&gt;, 1999.</mixed-citation>
</ref>
<ref id="ref82">
<label>82</label><mixed-citation publication-type="other" xlink:type="simple">Pegoraro, E., Rey, A., Greenberg, J., Harley, P., Grace, J., Malhi, Y., and Guenther, A.: Effect of drought on isoprene emission rates from leaves of Quercus virginiana Mill., Atmos. Environ., 38, 6149–6156, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Atmosenv.2004.07.028&quot;&gt;https://doi.org/10.1016/J.Atmosenv.2004.07.028&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref83">
<label>83</label><mixed-citation publication-type="other" xlink:type="simple">Pegoraro, E., Rey, A., Barron-Gafford, G., Monson, R., Malhi, Y., and Murthy, R.: The interacting effects of elevated atmospheric CO&lt;sub&gt;2&lt;/sub&gt; concentration, drought and leaf-to-air vapour pressure deficit on ecosystem isoprene fluxes, Oecologia, 146, 120–129, &lt;a href=&quot;http://dx.doi.org/10.1007/S00442-005-0166-5&quot;&gt;https://doi.org/10.1007/S00442-005-0166-5&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref84">
<label>84</label><mixed-citation publication-type="other" xlink:type="simple">Pegoraro, E., Rey, A., Abrell, L., Vanharen, J., and Lin, G. H.: Drought effect on isoprene production and consumption in Biosphere 2 tropical rainforest, Global Change Biol, 12, 456–469, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2006.01112.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2006.01112.X&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref85">
<label>85</label><mixed-citation publication-type="other" xlink:type="simple">Pfister, G. G., Emmons, L. K., Hess, P. G., Lamarque, J. F., Orlando, 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.-Atmos., 113, D05308, &lt;a href=&quot;http://dx.doi.org/10.1029/2007jd008948&quot;&gt;https://doi.org/10.1029/2007jd008948&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref86">
<label>86</label><mixed-citation publication-type="other" xlink:type="simple">Pitman, A. J., Arneth, A., and Ganzeveld, L.: Regionalizing global climate models, Int. J. Climatol., 32, 321–337, &lt;a href=&quot;http://dx.doi.org/10.1002/Joc.2279&quot;&gt;https://doi.org/10.1002/Joc.2279&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref87">
<label>87</label><mixed-citation publication-type="other" xlink:type="simple">Porporato, A., Laio, F., Ridolfi, L., and Rodriguez-Iturbe, I.: Plants in water-controlled ecosystems: active role in hydrologic processes and response to water stress – III. Vegetation water stress, Adv. Water Resour., 24, 725–744, &lt;a href=&quot;http://dx.doi.org/10.1016/S0309-1708(01)00006-9&quot;&gt;https://doi.org/10.1016/S0309-1708(01)00006-9&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref88">
<label>88</label><mixed-citation publication-type="other" xlink:type="simple">Possell, M., Heath, J., Nicholas Hewitt, C., Ayres, E., and Kerstiens, G.: Interactive effects of elevated CO&lt;sub&gt;2&lt;/sub&gt; and soil fertility on isoprene emissions from Quercus robur, Global Change Biol., 10, 1835–1843, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2004.00845.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2004.00845.X&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref89">
<label>89</label><mixed-citation publication-type="other" xlink:type="simple">Possell, M., Hewitt, C. N., 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, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2004.00889.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2004.00889.X&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref90">
<label>90</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., 17, 1595–1610, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2010.02306.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2010.02306.X&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref91">
<label>91</label><mixed-citation publication-type="other" xlink:type="simple">Potosnak, M. J., Baker, B. M., LeStourgeon, L., Disher, S. M., Griffin, K. L., Bret-Harte, M. S., and Starr, G.: Isoprene emissions from a tundra ecosystem, Biogeosciences, 10, 871–889, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-10-871-2013&quot;&gt;https://doi.org/10.5194/bg-10-871-2013&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref92">
<label>92</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.-Atmos., 110, D07301, &lt;a href=&quot;http://dx.doi.org/10.1029/2004jd005523&quot;&gt;https://doi.org/10.1029/2004jd005523&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref93">
<label>93</label><mixed-citation publication-type="other" xlink:type="simple">Rayner, N. A., Brohan, P., Parker, D. E., Folland, C. K., Kennedy, J. J., Vanicek, M., Ansell, T. J., and Tett, S. F. B.: Improved analyses of changes and uncertainties in sea surface temperature measured in situ sice the mid-nineteenth century: The HadSST2 dataset, J. Climate, 19, 446–469, &lt;a href=&quot;http://dx.doi.org/10.1175/Jcli3637.1&quot;&gt;https://doi.org/10.1175/Jcli3637.1&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref94">
<label>94</label><mixed-citation publication-type="other" xlink:type="simple">Richardson, A. D., Keenan, T. F., Migliavacca, M., Ryu, Y., Sonnentag, O., and Toomey, M.: Climate change, phenology, and phenological control of vegetation feedbacks to the climate system, Agr. Forest Meteorol., 169, 156–173, &lt;a href=&quot;http://dx.doi.org/10.1016/J.Agrformet.2012.09.012&quot;&gt;https://doi.org/10.1016/J.Agrformet.2012.09.012&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref95">
<label>95</label><mixed-citation publication-type="other" xlink:type="simple">Rienecker, M. M., Suarez, M. J., Gelaro, R., Todling, R., Bacmeister, J., Liu, E., Bosilovich, M. G., Schubert, S. D., Takacs, L., Kim, G. K., Bloom, S., Chen, J. Y., Collins, D., Conaty, A., Da Silva, A., Gu, W., Joiner, J., Koster, R. D., Lucchesi, R., Molod, A., Owens, T., Pawson, S., Pegion, P., Redder, C. R., Reichle, R., Robertson, F. R., Ruddick, A. G., Sienkiewicz, M., and Woollen, J.: MERRA: NASA&apos;s Modern-Era Retrospective Analysis for Research and Applications, J. Climate, 24, 3624–3648, &lt;a href=&quot;http://dx.doi.org/10.1175/Jcli-D-11-00015.1&quot;&gt;https://doi.org/10.1175/Jcli-D-11-00015.1&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref96">
<label>96</label><mixed-citation publication-type="other" xlink:type="simple">Rinne, H. J. I., Guenther, A. B., Greenberg, J. P., and Harley, P. C.: Isoprene and monoterpene fluxes measured above Amazonian rainforest and their dependence on light and temperature, Atmos Environ, 36, 2421-2426, Pii S1352-2310(01)00523-4, 2002.</mixed-citation>
</ref>
<ref id="ref97">
<label>97</label><mixed-citation publication-type="other" xlink:type="simple">Rinne, J., Back, J., and Hakola, H.: Biogenic volatile organic compound emissions from the Eurasian taiga: current knowledge and future directions, Boreal Environ. Res., 14, 807–826, 2009.</mixed-citation>
</ref>
<ref id="ref98">
<label>98</label><mixed-citation publication-type="other" xlink:type="simple">Rinne, J., Markkanen, T., Ruuskanen, T. M., Petaja, T., Keronen, P., Tang, M. J., Crowley, J. N., Rannik, U., and Vesala, T.: Effect of chemical degradation on fluxes of reactive compounds – a study with a stochastic Lagrangian transport model, Atmos. Chem. Phys., 12, 4843–4854, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-12-4843-2012&quot;&gt;https://doi.org/10.5194/acp-12-4843-2012&lt;/a&gt;, 2012.</mixed-citation>
</ref>
<ref id="ref99">
<label>99</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, &lt;a href=&quot;http://dx.doi.org/10.1038/Nature01312&quot;&gt;https://doi.org/10.1038/Nature01312&lt;/a&gt;, 2003.</mixed-citation>
</ref>
<ref id="ref100">
<label>100</label><mixed-citation publication-type="other" xlink:type="simple">Rosenzweig, C. and Abramopoulos, F.: Land-surface model development for the GISS GCM, J Climate, 10, 2040–2054, &lt;a href=&quot;http://dx.doi.org/10.1175/1520-0442(1997)010&lt;2040:Lsmdft&gt;2.0.CO;2&quot;&gt;https://doi.org/10.1175/1520-0442(1997)010&lt;2040:Lsmdft&gt;2.0.CO;2&lt;/a&gt;, 1997.</mixed-citation>
</ref>
<ref id="ref101">
<label>101</label><mixed-citation publication-type="other" xlink:type="simple">Sacks, W. J., Deryng, D., Foley, J. A., and Ramankutty, N.: Crop planting dates: an analysis of global patterns, Global Ecology and Biogeography, 19, 607–620, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1466-8238.2010.00551.X&quot;&gt;https://doi.org/10.1111/J.1466-8238.2010.00551.X&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref102">
<label>102</label><mixed-citation publication-type="other" xlink:type="simple">Saito, T., Yokouchi, Y., Kosugi, Y., Tani, M., Philip, E., and Okuda, T.: Methyl chloride and isoprene emissions from tropical rain forest in Southeast Asia, Geophys. Res. Lett., 35, L19812, &lt;a href=&quot;http://dx.doi.org/10.1029/2008gl035241&quot;&gt;https://doi.org/10.1029/2008gl035241&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref103">
<label>103</label><mixed-citation publication-type="other" xlink:type="simple">Schmidt, G. A., Ruedy, R., Hansen, J. E., Aleinov, I., Bell, N., Bauer, M., Bauer, S., Cairns, B., Canuto, V., Cheng, Y., Del Genio, A., Faluvegi, G., Friend, A. D., Hall, T. M., Hu, Y. Y., Kelley, M., Kiang, N. Y., Koch, D., Lacis, A. A., Lerner, J., Lo, K. K., Miller, R. L., Nazarenko, L., Oinas, V., Perlwitz, J., Perlwitz, J., Rind, D., Romanou, A., Russell, G. L., Sato, M., Shindell, D. T., Stone, P. H., Sun, S., Tausnev, N., Thresher, D., and Yao, M. S.: Present-day atmospheric simulations using GISS ModelE: Comparison to in situ, satellite, and reanalysis data, J. Climate, 19, 153–192, 2006.</mixed-citation>
</ref>
<ref id="ref104">
<label>104</label><mixed-citation publication-type="other" xlink:type="simple">Schurgers, G., Arneth, A., Holzinger, R., and Goldstein, A. H.: Process-based modelling of biogenic monoterpene emissions combining production and release from storage, Atmos. Chem. Phys., 9, 3409–3423, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-3409-2009&quot;&gt;https://doi.org/10.5194/acp-9-3409-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref105">
<label>105</label><mixed-citation publication-type="other" xlink:type="simple">Schurgers, G., Arneth, A., and Hickler, T.: Effect of climate-driven changes in species composition on regional emission capacities of biogenic compounds, J. Geophys. Res.-Atmos., 116, D22304, &lt;a href=&quot;http://dx.doi.org/10.1029/2011jd016278&quot;&gt;https://doi.org/10.1029/2011jd016278&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref106">
<label>106</label><mixed-citation publication-type="other" xlink:type="simple">Schwalm, C. R., Williams, C. A., Schaefer, K., Anderson, R., Arain, M. A., Baker, I., Barr, A., Black, T. A., Chen, G. S., Chen, J. M., Ciais, P., Davis, K. J., Desai, A., Dietze, M., Dragoni, D., Fischer, M. L., Flanagan, L. B., Grant, R., Gu, L. H., Hollinger, D., Izaurralde, R. C., Kucharik, C., Lafleur, P., Law, B. E., Li, L. H., Li, Z. P., Liu, S. G., Lokupitiya, E., Luo, Y. Q., Ma, S. Y., Margolis, H., Matamala, R., McCaughey, H., Monson, R. K., Oechel, W. C., Peng, C. H., Poulter, B., Price, D. T., Riciutto, D. M., Riley, W., Sahoo, A. K., Sprintsin, M., Sun, J. F., Tian, H. Q., Tonitto, C., Verbeeck, H., and Verma, S. B.: A model-data intercomparison of CO&lt;sub&gt;2&lt;/sub&gt; exchange across North America: Results from the North American Carbon Program site synthesis, J. Geophys. Res.-Biogeosci., 115, G00H05 &lt;a href=&quot;http://dx.doi.org/10.1029/2009jg001229&quot;&gt;https://doi.org/10.1029/2009jg001229&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref107">
<label>107</label><mixed-citation publication-type="other" xlink:type="simple">Serca, D., Guenther, A., Klinger, L., Vierling, L., Harley, P., Druilhet, A., Greenberg, J., Baker, B., Baugh, W., Bouka-Biona, C., and Loemba-Ndembi, J.: EXPRESSO flux measurements at upland and lowland Congo tropical forest site, Tellus B, 53, 220–234, 2001.</mixed-citation>
</ref>
<ref id="ref108">
<label>108</label><mixed-citation publication-type="other" xlink:type="simple">Sharkey, T. D. and Loreto, F.: Water-Stress, Temperature, and Light Effects on Isoprene Emission and Photosynthesis of Kudzu Leaves, Plant Physiol., 102, 159–159, 1993.</mixed-citation>
</ref>
<ref id="ref109">
<label>109</label><mixed-citation publication-type="other" xlink:type="simple">Sharkey, T. D. and Singsaas, E. L.: Why Plants Emit Isoprene, Nature, 374, 769–769, &lt;a href=&quot;http://dx.doi.org/10.1038/374769a0&quot;&gt;https://doi.org/10.1038/374769a0&lt;/a&gt;, 1995.</mixed-citation>
</ref>
<ref id="ref110">
<label>110</label><mixed-citation publication-type="other" xlink:type="simple">Shindell, D. T., Faluvegi, G., Unger, N., Aguilar, E., Schmidt, G. A., Koch, D. M., Bauer, S. E., and Miller, R. L.: Simulations of preindustrial, present-day, and 2100 conditions in the NASA GISS composition and climate model G-PUCCINI, Atmos. Chem. Phys., 6, 4427–4459, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-6-4427-2006&quot;&gt;https://doi.org/10.5194/acp-6-4427-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref111">
<label>111</label><mixed-citation publication-type="other" xlink:type="simple">Shindell, D. T., Pechony, O., Voulgarakis, A., Faluvegi, G., Nazarenko, L., Lamarque, J. F., Bowman, K., Milly, G., Kovari, B., Ruedy, R., and Schmidt, G. A.: Interactive ozone and methane chemistry in GISS-E2 historical and future climate simulations, Atmos. Chem. Phys., 13, 2653–2689, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-13-2653-2013&quot;&gt;https://doi.org/10.5194/acp-13-2653-2013&lt;/a&gt;, 2013.</mixed-citation>
</ref>
<ref id="ref112">
<label>112</label><mixed-citation publication-type="other" xlink:type="simple">Sitch, S., Huntingford, C., Gedney, N., Levy, P. E., Lomas, M., Piao, S. L., Betts, R., Ciais, P., Cox, P., Friedlingstein, P., Jones, C. D., Prentice, I. C., and Woodward, F. I.: Evaluation of the terrestrial carbon cycle, future plant geography and climate-carbon cycle feedbacks using five Dynamic Global Vegetation Models (DGVMs), Global Change Biol., 14, 2015–2039, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2008.01626.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2008.01626.X&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref113">
<label>113</label><mixed-citation publication-type="other" xlink:type="simple">Spirig, C., Guenther, A., Greenberg, J. P., Calanca, P., and Tarvainen, V.: Tethered balloon measurements of biogenic volatile organic compounds at a Boreal forest site, Atmos. Chem. Phys., 4, 215-229, 2004.</mixed-citation>
</ref>
<ref id="ref114">
<label>114</label><mixed-citation publication-type="other" xlink:type="simple">Spirig, C., Neftel, A., Ammann, C., Dommen, J., Grabmer, W., Thielmann, A., Schaub, A., Beauchamp, J., Wisthaler, A., and Hansel, A.: Eddy covariance flux measurements of biogenic VOCs during ECHO 2003 using proton transfer reaction mass spectrometry, Atmos. Chem. Phys., 5, 465-481, 2005.</mixed-citation>
</ref>
<ref id="ref115">
<label>115</label><mixed-citation publication-type="other" xlink:type="simple">Steinbrecher, R., Klauer, M., Hauff, K., Stockwell, W. R., Jaeschke, W., Dietrich, T., and Herbert, F.: Biogenic and anthropogenic fluxes of non-methane hydrocarbons over an urbanimpacted forest, Frankfurter Stadtwald, Germany, Atmos. Environ., 34, 3779–3788, &lt;a href=&quot;http://dx.doi.org/10.1016/S1352-2310(99)00518-X&quot;&gt;https://doi.org/10.1016/S1352-2310(99)00518-X&lt;/a&gt;, 2000.</mixed-citation>
</ref>
<ref id="ref116">
<label>116</label><mixed-citation publication-type="other" xlink:type="simple">Toivonen, A., Rikala, R., Repo, T., and Smolander, H.: Autumn Colouration of First Year Pinus sylvestris Seedlings during Frost Hardening, Scand. J. Forest Res., 6, 31–39, &lt;a href=&quot;http://dx.doi.org/10.1080/02827589109382644&quot;&gt;https://doi.org/10.1080/02827589109382644&lt;/a&gt;, 1991.</mixed-citation>
</ref>
<ref id="ref117">
<label>117</label><mixed-citation publication-type="other" xlink:type="simple">Unger, N.: Global climate impact of civil aviation for standard and desulfurized jet fuel, Geophys. Res. Lett., 38, L20803, &lt;a href=&quot;http://dx.doi.org/10.1029/2011GL049289&quot;&gt;https://doi.org/10.1029/2011GL049289&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref118">
<label>118</label><mixed-citation publication-type="other" xlink:type="simple">Vickers, C. E., Gershenzon, J., Lerdau, M. T., and Loreto, F.: A unified mechanism of action for volatile isoprenoids in plant abiotic stress, Nat. Chem. Biol., 5, 283–291, &lt;a href=&quot;http://dx.doi.org/10.1038/Nchembio.158&quot;&gt;https://doi.org/10.1038/Nchembio.158&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref119">
<label>119</label><mixed-citation publication-type="other" xlink:type="simple">von Caemmerer, S. and Farquhar, G. D.: Some Relationships between the Biochemistry of Photosynthesis and the Gas-Exchange of Leaves, Planta, 153, 3, 1981.</mixed-citation>
</ref>
<ref id="ref120">
<label>120</label><mixed-citation publication-type="other" xlink:type="simple">Warneke, C., de Gouw, J. A., Del Negro, L., Brioude, J., McKeen, S., Stark, H., Kuster, W. C., Goldan, P. D., Trainer, M., Fehsenfeld, F. C., Wiedinmyer, C., Guenther, A. B., Hansel, A., Wisthaler, A., Atlas, E., Holloway, J. S., Ryerson, T. B., Peischl, J., Huey, L. G., and Hanks, A. T. C.: Biogenic emission measurement and inventories determination of biogenic emissions in the eastern United States and Texas and comparison with biogenic emission inventories, J. Geophys. Res.-Atmos., 115, D00F18, &lt;a href=&quot;http://dx.doi.org/10.1029/2009jd012445&quot;&gt;https://doi.org/10.1029/2009jd012445&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref121">
<label>121</label><mixed-citation publication-type="other" xlink:type="simple">Way, D. A., Schnitzler, J. P., Monson, R. K., and Jackson, R. B.: Enhanced isoprene-related tolerance of heat- and light-stressed photosynthesis at low, but not high, CO&lt;sub&gt;2&lt;/sub&gt; concentrations, Oecologia, 166, 273–282, &lt;a href=&quot;http://dx.doi.org/10.1007/S00442-011-1947-7&quot;&gt;https://doi.org/10.1007/S00442-011-1947-7&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref122">
<label>122</label><mixed-citation publication-type="other" xlink:type="simple">Welp, L. R., Keeling, R. F., Meijer, H. A. J., Bollenbacher, A. F., Piper, S. C., Yoshimura, K., Francey, R. J., Allison, C. E., and Wahlen, M.: Interannual variability in the oxygen isotopes of atmospheric CO&lt;sub&gt;2&lt;/sub&gt; driven by El Nino, Nature, 477, 579–582, &lt;a href=&quot;http://dx.doi.org/10.1038/Nature10421&quot;&gt;https://doi.org/10.1038/Nature10421&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref123">
<label>123</label><mixed-citation publication-type="other" xlink:type="simple">Westberg, H., Lamb, B., Hafer, R., Hills, A., Shepson, P., and Vogel, C.: Measurement of isoprene fluxes at the PROPHET site, J. Geophys. Res.-Atmos., 106, 24347–24358, &lt;a href=&quot;http://dx.doi.org/10.1029/2000JD900735&quot;&gt;https://doi.org/10.1029/2000JD900735&lt;/a&gt;, 2001.</mixed-citation>
</ref>
<ref id="ref124">
<label>124</label><mixed-citation publication-type="other" xlink:type="simple">Wilkinson, M. J., 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, Global Change Biol., 15, 1189–1200, &lt;a href=&quot;http://dx.doi.org/10.1111/J.1365-2486.2008.01803.X&quot;&gt;https://doi.org/10.1111/J.1365-2486.2008.01803.X&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref125">
<label>125</label><mixed-citation publication-type="other" xlink:type="simple">Wu, S. L., Mickley, L. J., Leibensperger, E. M., Jacob, D. J., Rind, D., and Streets, D. G.: Effects of 2000–2050 global change on ozone air quality in the United States, J. Geophys. Res.-Atmos., 113, D06302, &lt;a href=&quot;http://dx.doi.org/10.1029/2007JD008917&quot;&gt;https://doi.org/10.1029/2007JD008917&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref126">
<label>126</label><mixed-citation publication-type="other" xlink:type="simple">Young, P. J., Arneth, A., Schurgers, G., Zeng, G., and Pyle, J. A.: The CO2 inhibition of terrestrial isoprene emission significantly affects future ozone projections, Atmos. Chem. Phys., 9, 2793–2803, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-9-2793-2009&quot;&gt;https://doi.org/10.5194/acp-9-2793-2009&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref127">
<label>127</label><mixed-citation publication-type="other" xlink:type="simple">Young, P. J., Archibald, A. T., Bowman, K. W., Lamarque, J. F., Naik, V., Stevenson, D. S., Tilmes, S., Voulgarakis, A., Wild, O., Bergmann, D., Cameron-Smith, P., Cionni, I., Collins, W. J., Dalsoren, S. B., Doherty, R. M., Eyring, V., Faluvegi, G., Horowitz, L. W., Josse, B., Lee, Y. H., MacKenzie, I. A., Nagashima, T., Plummer, D. A., Righi, M., Rumbold, S. T., Skeie, R. B., Shindell, D. T., Strode, S. A., Sudo, K., Szopa, S., and Zeng, G.: Pre-industrial to end 21st century projections of tropospheric ozone from the Atmospheric Chemistry and Climate Model Intercomparison Project (ACCMIP), Atmos. Chem. Phys., 13, 2063–2090, &lt;a href=&quot;http://dx.doi.org/10.5194/acp-13-2063-2013&quot;&gt;https://doi.org/10.5194/acp-13-2063-2013&lt;/a&gt;, 2013.</mixed-citation>
</ref>
</ref-list>
</back>
</article>