<?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">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/bg-6-585-2009</article-id>
<title-group>
<article-title>An empirical model simulating diurnal and seasonal CO&lt;sub&gt;2&lt;/sub&gt; flux for diverse vegetation types and climate conditions</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Saito</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>Maksyutov</surname>
<given-names>S.</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>Hirata</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Richardson</surname>
<given-names>A. D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Center for Global Environmental Research, National Institute for Environmental Studies, Tsukuba 305-8506, Japan</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>National Institute for Agro-Environmental Sciences, Tsukuba 305-8604, Japan</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Complex Systems Research Center, University of New Hampshire, Durham, NH 03824, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>16</day>
<month>04</month>
<year>2009</year>
</pub-date>
<volume>6</volume>
<issue>4</issue>
<fpage>585</fpage>
<lpage>599</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2009 M. Saito et al.</copyright-statement>
<copyright-year>2009</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://bg.copernicus.org/articles/6/585/2009/bg-6-585-2009.html">This article is available from https://bg.copernicus.org/articles/6/585/2009/bg-6-585-2009.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/6/585/2009/bg-6-585-2009.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/6/585/2009/bg-6-585-2009.pdf</self-uri>
<abstract>
<p>We present an empirical model for the estimation of diurnal variability in
net ecosystem CO&lt;sub&gt;2&lt;/sub&gt; exchange (NEE) in various biomes. The model is based on
the use of a simple saturated function for photosynthetic response of the
canopy, and was constructed using the AmeriFlux network dataset that contains
continuous eddy covariance CO&lt;sub&gt;2&lt;/sub&gt; flux data obtained at 24 ecosystems sites
from seven biomes. The physiological parameters of maximum CO&lt;sub&gt;2&lt;/sub&gt; uptake rate
by the canopy and ecosystem respiration have biome-specific responses to
environmental variables. The model uses simplified empirical expression of
seasonal variability in biome-specific physiological parameters based on air
temperature, vapor pressure deficit, and annual precipitation. The model was
validated using measurements of NEE derived from 10 AmeriFlux and four
AsiaFlux ecosystem sites. The predicted NEE had reasonable magnitude and
seasonal variation and gave adequate timing for the beginning and end of the
growing season; the model explained 83–95% and 76–89% of the observed
diurnal variations in NEE for the AmeriFlux and AsiaFlux ecosystem sites used
for validation, respectively. The model however worked less satisfactorily in
two deciduous broadleaf forests, a grassland, a savanna, and a tundra
ecosystem sites where leaf area index changed rapidly. These results suggest
that including additional plant physiological parameters may improve the
model simulation performance in various areas of biomes.</p>
</abstract>
<counts><page-count count="15"/></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"> Baldocchi, D D.: &quot;Breathing&quot; of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems, Aust. J. Bot., 56, 1–26, 2008. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Bonan, G B.: A land surface model (LSM version 1.0) for ecological, hydrological, and atmospheric studies: Technical description and user&apos;s guide, NCAR Tech. Note NCAR/TN-417+STR, 1996. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Bonan, G B.: The land surface climatology of the NCAR Land Surface Model coupled to the NCAR Community Climate Model, J. Climate, 11, 1307–1326, 1998. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Burba, G G., McDermitt, D K., Grelle, A., Anderson, D J., and Xu, L.: Addressing the influence of instrument surface heat exchange on the measurements of CO&lt;sub&gt;2&lt;/sub&gt; flux from open-path gas analyzers, Glob. Change Biol., 14, 1854–1876, 2008. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Cao, G., Tang, Y., Mo, W., Wang, Y., Li, Y., and Zhao, X.: Grazing intensity alters soil respiration in an alpine meadow on the Tibetan plateau, Soil Biol. Biochem., 36, 237–243, 2004. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Curiel Yuste, J., Janssens, I A., Carrara, A., and Ceulemans, R.: Annual Q$_10$ of soil respiration reflects plant phenological patterns as well as temperature sensitivity, Glob. Change Biol., 10, 161–169, 2004. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Dore, S., Hymus, G J., Johnson, D P., Hinkle, C R., Valentini, R., and Drake, B G.: Cross validation of open-top chamber and eddy covariance measurements of ecosystem CO&lt;sub&gt;2&lt;/sub&gt; exchange in a Florida scrub-oak ecosystem, Glob. Change Biol., 9, 84–95, 2003. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Ehleringer, J. and Björkman, O.: Quantum yield for CO&lt;sub&gt;2&lt;/sub&gt; uptake in C&lt;sub&gt;3&lt;/sub&gt; and C&lt;sub&gt;4&lt;/sub&gt; plants, Plant Physiol., 59, 86–90, 1977. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Ehleringer, J. and Pearcy, R W.: Variation in quantum yield for CO&lt;sub&gt;2&lt;/sub&gt; uptake among C&lt;sub&gt;3&lt;/sub&gt; and C&lt;sub&gt;4&lt;/sub&gt; plants, Plant Physiol., 73, 555–559, 1983. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Epstein, H E., Calef, M P., Walker, M D., Chapin, F S., and Starfield, A M.: Detecting changes in arctic tundra plant communities in response to warming over decadal time scales, Glob. Change Biol., 10, 1325–1334, 2004. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Eugster, W., Rouse, W R., Pielke, R A., McFadden, J P., Baldocchi, D D., Kittel, T. G F., Chapin, F S., Liston, G E., Vidale, P L., Vaganov, E., and Chambers, S.: Land-atmosphere energy exchange in Arctic tundra and boreal forest: available data and feedbacks to climate, Glob. Change Biol., 6, 84–115, 2000. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Falge, E., Baldocchi, D., Olson, R., Anthoni, P., Aubinet, M., Bernhofer, C., Burba, G., Ceulemans, R., Clement, R., Dolman, H., Granier, A., Gross, P., Grünwald, T., Hollinger, D., Jensen, N O., Katul, G., Keronen, P., Kowalski, A., Lai, C T., Law, B E., Meyers, T., Moncrieff, J., Moors, E., Munger, J W., Pilegaard, K., Rannik, Ü., Rebmann, C., Suyker, A., Tenhunen, J., Tu, K., Verma, S., Vesala, T., Wilson, K., and Wofsy, S.: Gap filling strategies for defensible annual sums of net ecosystem exchange, Agric. Forest Meteorol., 107, 43–69, 2001. </mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple"> Falge, E., Baldocchi, D., Tenhunen, J., Aubinet, M., Bakwin, P., Berbigier, P., Bernhofer, C., Burba, G., Clement, R., Davis, K J., Elbers, J A., Goldstein, A H., Grelle, A., Granier, A., Gu$\eth$mundsson, J., Hollinger, D., Kowalski, A S., Katul, G., Law, B E., Malhi, Y., Meyers, T., Monson, R K., Munger, J W., Oechel, W., Paw U, K T., Pilegaard, K., Rannik, Ü., Rebmann, C., Suyker, A., Valentini, R., Wilson, K., and Wofsy, S.: Seasonality of ecosystem respiration and gross primary production as derived from FLUXNET measurements, Agric. Forest Meteorol., 113, 53–74, 2002. </mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple"> Farquhar, G D., von Caemmerer, S., and Berry, J A.: A biochemical model of photosynthetic CO&lt;sub&gt;2&lt;/sub&gt; assimilation in leaves of C&lt;sub&gt;3&lt;/sub&gt; species, Planta, 149, 78–90, 1980. </mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple"> Fukushima, Y.: Perspective of AsiaFlux, AsiaFlux Newsletter, 2, 1–2, 2002. </mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple"> Fung, I Y., Tucker, C J., and Prentice, K C.: Application of Advanced Very High Resolution Radiometer vegetation index to study atmosphere-biosphere exchange of CO&lt;sub&gt;2&lt;/sub&gt;, J. Geophys. Res., 92, 2999–3015, 1987. </mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple"> Gamo, M. and Panuthai, S.: Carbon flux observation in the tropical seasonal evergreen forest in Sakaerat, Thailand, AsiaFlux Newsletter, 14, 4–6, 2005. </mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple"> Gholz, H L. and Clark, K L.: Energy exchange across a chronosequence of slash pine forests in Florida, Agric. Forest Meteorol., 112, 87–102, 2002. </mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple"> Gilmanov, T G., Verma, S B., Sims, P L., Meyers, T P., Bradford, J A., Burba, G G., and Suyker, A E.: Gross primary production and light response parameters of four Southern Plains ecosystems estimated using long-term CO&lt;sub&gt;2&lt;/sub&gt;-flux tower measurements, Global Biogeochem. Cy., 17, 1071, \doi10.1029/2002GB002023, 2003. </mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple"> Gilmanov, T G., Tieszen, L L., Wylie, B K., Flanagan, L B., Frank, A B., Haferkamp, M R., Meyers, T P., and Morgan, J A.: Integration of CO&lt;sub&gt;2&lt;/sub&gt; flux and remotely-sensed data for primary production and ecosystem respiration analyses in the Northern Great Plains: potential for quantitative spatial extrapolation, Global Ecol. Biogeogr, 14, 271–292, 2005. </mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple"> Gilmanov, T G., Soussana, J F., Aires, L., Ammann, C., Balzarola, M., Barcza, Z., Bernhofer, C., Campbell, C L., Cernusca, A., Cescatti, A., Clifton-Brown, J., Dirks, B. O M., Dore, S., Eugster, W., Fuhrer, J., Gimeno, C., Gruenwald, T., Haszpra, L., Hensen, A., Ibrom, A., Jacobs, A. F G., Jones, M B., Lanigan, G., Laurila, T., Lohila, A., Manca, G., Marcolla, B., Nagy, Z., Pilegaard, K., Pinter, K., Pio, C., Raschi, A., Rogiers, N., Sanz, M J., Stefani, P., Sutton, M., Tuba, Z., Valentini, R., and Williams, M L.: Partitioning European grassland net ecosystem CO&lt;sub&gt;2&lt;/sub&gt; exchange into gross primary productivity and ecosystem respiration using light response function analysis, Agr. Ecosyst. Environ., 121, 93–120, 2007. </mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple"> Goulden, M L., Munger, J W., Fan, S M., Daube, B C., and Wofsy, S C.: Measurements of carbon sequestration by long-term eddy covariance: methods and a critical evaluation of accuracy, Glob. Change Biol., 2, 169–182, 1996. </mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple"> Gu, L., Meyers, T., Pallardy, S G., Hanson, P J., Yang, B., Heuer, M., Hosman, K P., Riggs, J S., Sluss, D., and Wullschleger, S D.: Direct and indirect effects of atmospheric conditions and soil moisture on surface energy partitioning revealed by a prolonged drought at a temperate forest site, J. Geophys. Res., 111, D16102, \doi10.1029/2006JD007161, 2006. </mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple"> Harazono, Y., Mano, M., Miyata, A., Zulueta, R C., and Oechel, W C.: Inter-annual carbon dioxide uptake of a wet sedge tundra ecosystem in the Arctic, Tellus~B, 55, 215–231, 2003. </mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple"> Hargrove, W W., Hoffman, F M., and Law, B E.: New analysis reveals representativeness of AmeriFlux network, Eos Trans. AGU, 84(48), 529~pp., 2003. </mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple"> Hirata, R., Saigusa, N., Yamamoto, S., Ohtani, Y., Ide, R., Asanuma, J., Gamo, M., Hirano, T., Kondo, H., Kosugi, Y., Li, S., Nakai, Y., Takagi, K., Tani, M., and Wang, H.: Spatial distribution of carbon balance in forest ecosystems across East Asia, Agric. Forest Meteorol., 148, 761–775, 2008. </mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple"> Hollinger, D Y., Aber, J., Dail, B., Davidson, E A., Goltz, S M., Hughes, H., Leclerc, M., Lee, J T., Richrdson, A D., Rodrigues, C., Scott, N A., Varier, D., and Walsh, J.: Spatial and temporal variability in forest-atmospheric CO&lt;sub&gt;2&lt;/sub&gt; exchange, Glob. Change Biol., 10, 1689–1706, 2004. </mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple"> Huete, A R., Restrepo-Coupe, N., Ratana, P., Didan, K., Saleska, S R., Ichii, K., Panuthai, S., and Gamo, M.: Multiple site tower flux and remote sensing comparisons of tropical forest dynamics in Monsoon Asia, Agric. Forest Meteorol., 148, 748–760, 2008. </mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple"> Jenkins, J P., Richardson, A D., Braswell, B H., Ollinger, S V., Hollinger, D Y., and Smith, M L.: Refining light-use efficiency calculations for a deciduous forest canopy using simultaneous tower-based carbon flux and radiometric measurements, Agric. Forest Meteorol., 143, 64–79, 2007. </mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple"> Johnson, I R. and Thornley, J. H M.: A model of instantaneous and daily canopy photosynthesis, J. Theor. Biol., 107, 531–545, 1984. </mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple"> Katul, G., Leuning, R., and Oren, R.: Relationship between plant hydraulic and biochemical properties derived from a steady-state coupled water and carbon transport model, Plant Cell Environ., 26, 339–350, 2003. </mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple"> Katul, G G., Hsieh, C., Bowling, D., Clark, K., Shurpali, N., Turnipseed, A., Albertson, J., Tu, K., Hollinger, D., Evans, B., Offerle, B., Anderson, D., Ellsworth, D., Vogel, C., and Oren, R.: Spatial variability of turbulent fluxes in the roughness sublayer of an even-aged pine forest, Bound.-Lay. Meteorol., 93, 1–28, 1999. </mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple"> Kosugi, Y., Tanaka, H., Takanashi, S., Matsuno, N., Ohta, N., Shibata, S., and Tani, M.: Three years of carbon and energy fluxes from Japanese evergreen broad-leaved forest, Agric. Forest Meteorol., 132, 329–343, 2005. </mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple"> LeMone, M A., Grossman, R L., McMillen, R T., Liou, K N., Ou, S C., McKeen, S., Angevine, W., Ikeda, K., and Chen, F.: Cases-97: Late-morning warming and moistening of the convective boundary layer over the Walnut River Watershed, Bound.-Lay. Meteorol., 104, 1–52, 2002. </mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple"> Leuning, R., Cleugh, H A., Zegelin, S J., and Hughes, D.: Carbon and water fluxes over a temperate \it Eucalyptus forest and a tropical wet/dry savanna in Australia: measurements and comparison with MODIS remote sensing estimates, Agric. Forest Meteorol., 129, 151–173, 2005. </mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple"> Lieth, H.: Modeling the primary productivity of the world, in: Primary Productivity of the Biosphere, edited by: Lieth, H. and Whittaker, R H., Springer-Verlag, 237–263, 1975. </mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple"> Ma, S., Baldocchi, D D., Xu, L., and Hehn, T.: Inter-annual variability in carbon dioxide exchange of an oak/grass savanna and open grassland in California, Agric. Forest Meteorol., 147, 157–171, 2007. </mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple"> Martens, C S., Shay, T J., Mendlovitz, H P., Matross, D M., Saleska, S R., Wofsy, S C., Woodward, W S., Menton, M C., De Moura, J. M S., Crill, P M., De Moraes, O. L L., and Lima, R L.: Radon fluxes in tropical forest ecosystems of Brazilian Amazonia: night-time CO&lt;sub&gt;2&lt;/sub&gt; net ecosystem exchange derived from radon and eddy covariance methods, Glob. Change Biol., 10, 618–629, 2004. </mixed-citation>
</ref>
<ref id="ref39">
<label>39</label><mixed-citation publication-type="other" xlink:type="simple"> McMillan, A. M S., Winston, G C., and Goulden, M L.: Age-dependent response of boreal forest to temperature and rainfall variability, Glob. Change Biol., 14, 1904–1916, 2008. </mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple"> Monteith, J L.: Solar radiation and productivity in tropical ecosystems, J. Appl. Ecol., 9, 747–766, 1972. </mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple"> Nemry, B., Francois, L., Gérard, J C., Bondeau, A., Heimann, M., and the participants of the Potsdam NPP Model Intercomparison: Comparing global models of terrestrial net primary productivity (NPP): analysis of the seasonal atmospheric CO&lt;sub&gt;2&lt;/sub&gt; signal, Glob. Change Biol., 5, 65–76, 1999. </mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple"> Ohtani, Y., Mizoguchi, Y., Watanabe, T., and Yasuda, Y.: Parameterization of NEP for gap-filling in a cool-temperate coniferous forest in Fujiyoshida, Japan, Journal of Agricultural Meteorology, 60(5), 769–772, 2005. </mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple"> Owen, K E., Tenhunen, J., Reichstein, M., Wang, Q., Falge, E., Geyer, R., Xiao, X., Stoy, P., Ammann, C., Arain, A., Aubinet, M., Bernhofer, C., Chojnicki, B H., Granier, A., Gruenwald, T., Hadley, J., Heinesch, B., Hollinger, D., Knohl, A., Kutsch, W., Lohila, A., Meyers, T., Moors, E., Moureau, C., Pilegaard, K., Saigusa, N., Verma, S., Vesala, T., and Vogel, C.: Linking flux network measurements to continental scale simulations: ecosystem carbon dioxide exchange capacity under non-water-stressed conditions, Glob. Change Biol., 13, 734–760, 2007. </mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple"> Peat, W E.: Relationships between photosynthesis and light intensity in the tomato, Ann. Bot.-London, 34, 319–328, 1970. </mixed-citation>
</ref>
<ref id="ref45">
<label>45</label><mixed-citation publication-type="other" xlink:type="simple"> Potter, C S., Randerson, J T., Field, C B., Matson, P A., Vitousek, P M., Moonet, H A., and Klooster, S A.: Terrestrial ecosystem production: a process model based on global satellite and surface data, Global Biogeochem. Cy., 7, 811–841, 1993. </mixed-citation>
</ref>
<ref id="ref46">
<label>46</label><mixed-citation publication-type="other" xlink:type="simple"> Rabinowitch, E I.: Photosynthesis and Related Processes, Interscience Publishers, 1951. </mixed-citation>
</ref>
<ref id="ref47">
<label>47</label><mixed-citation publication-type="other" xlink:type="simple"> Randerson, J T., Thompson, M V., Conway, T J., Fung, I Y., and Field, C B.: The contribution of terrestrial sources and sinks to trends in the seasonal cycle of atmospheric carbon dioxide, Global Biogeochem. Cy., 11, 535–560, 1997. </mixed-citation>
</ref>
<ref id="ref48">
<label>48</label><mixed-citation publication-type="other" xlink:type="simple"> Reichstein, M., Falge, E., Baldocchi, D., Papale, D., Aubinet, M., Berbigier, P., Bernhofer, C., Buchmann, N., Gilmanov, T., Granier, A., Grünwald, T., Havránková, K., Ilvesniemi, H., Janous, D., Knohl, A., Laurila, T., Lohila, A., Loustau, D., Matteucci, G., Meyers, T., Miglietta, F., Ourcival, J M., Pumpanen, J., Rambal, S., Rotenberg, E., Sanz, M., Tenhunen, J., Seufert, G., Vaccari, F., Vesala, T., Yakir, D., and Valentini, R.: On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm, Glob. Change Biol., 11, 1424–1439, 2005. </mixed-citation>
</ref>
<ref id="ref49">
<label>49</label><mixed-citation publication-type="other" xlink:type="simple"> Ruimy, A., Dedieu, G., and Saugier, B.: TURC: a diagnostic model of continental gross primary productivity and net primary productivity, Global Biogeochem. Cy., 10, 269–285, 1996. </mixed-citation>
</ref>
<ref id="ref50">
<label>50</label><mixed-citation publication-type="other" xlink:type="simple"> Saigusa, N., Yamamoto, S., Hirata, R., Ohtani, Y., Ide, R., Asanuma, J., Gamo, M., Hirano, T., Kondo, H., Kosugi, Y., Li, S., Nakai, Y., Takagi, K., Tani, M., and Wang, H.: Temporal and spatial variations in the seasonal patterns of CO&lt;sub&gt;2&lt;/sub&gt; flux in boreal, temperate, and tropical forests in East Asia, Agric. Forest Meteorol., 148, 700–713, 2008. </mixed-citation>
</ref>
<ref id="ref51">
<label>51</label><mixed-citation publication-type="other" xlink:type="simple"> Sampson, D A., Janssens, I A., Curiel Yuste , J., and Ceulemans, R.: Basal rates of soil respiration are correlated with photosynthesis in a mixed temperate forest, Glob. Change Biol., 13, 2008–2017, 2007. </mixed-citation>
</ref>
<ref id="ref52">
<label>52</label><mixed-citation publication-type="other" xlink:type="simple"> Schwarz, P A., Law, B E., Williams, M., Irvine, J., Kurpius, M., and Moore, D.: Climatic versus biotic constraints on carbon and water fluxes in seasonally drought-affected ponderosa pine ecosystems, Global Biogeochem. Cy., 18, GB4007, \doi10.1029/2004GB002234, 2004. </mixed-citation>
</ref>
<ref id="ref53">
<label>53</label><mixed-citation publication-type="other" xlink:type="simple"> Scott, R L., Jenerette, G D., Potts, D L., and Huxman, T E.: The effect of drought on the water and carbon dioxide exchange of a woody-plant-encroached semiarid grassland, Agric. Forest Meteorol., in review, 2008.  </mixed-citation>
</ref>
<ref id="ref54">
<label>54</label><mixed-citation publication-type="other" xlink:type="simple"> Sellers, P J., Mintz, Y., Sub, Y C., and Dalcher, A.: A simple biosphere model (SiB) for use within general circulation models, J. Atmos. Sci., 43, 305–331, 1986. </mixed-citation>
</ref>
<ref id="ref55">
<label>55</label><mixed-citation publication-type="other" xlink:type="simple"> Suyker, A E. and Verma, S B.: Year-round observations of the net ecosystem exchange of carbon dioxide in a native tallgrass prairie, Glob. Change Biol., 7, 279–289, 2001. </mixed-citation>
</ref>
<ref id="ref56">
<label>56</label><mixed-citation publication-type="other" xlink:type="simple"> Takagi, K., Nomura, M., Ashiya, D., Takahashi, H., Sasa, K., Fujinuma, Y., Shibata, H., Akibayashi, Y., and Koike, T.: Dynamic carbon dioxide exchange through snowpack by wind-driven mass transfer in a conifer-broadleaf mixed forest in northernmost Japan, Global Biogeochem. Cy., 19, GB2012, \doi10.1029/2004GB002272, 2005. </mixed-citation>
</ref>
<ref id="ref57">
<label>57</label><mixed-citation publication-type="other" xlink:type="simple"> Thornley, J. H. M.: Instantaneous Canopy Photosynthesis: Analytical Expressions for Sun and Shade Leaves Based on Exponential Light Decay Down the Canopy and an Acclimated Non-rectangular Hyperbola for Leaf Photosynthesis, Ann. Bot.-London, 81, 451–458, 2002. </mixed-citation>
</ref>
<ref id="ref58">
<label>58</label><mixed-citation publication-type="other" xlink:type="simple"> Tjoelker, M G., Oleksyn, J., and Reich, P B.: Modelling respiration of vegetation: evidence for a general temperature-dependent Q$_10$, Glob. Change Biol., 7, 223–230, 2001. </mixed-citation>
</ref>
<ref id="ref59">
<label>59</label><mixed-citation publication-type="other" xlink:type="simple"> Vickers, D. and Mahrt, L.: The cospectral gap and turbulent flux calculations, J. Atmos. Ocean Tech., 20, 660–672, 2003. </mixed-citation>
</ref>
<ref id="ref60">
<label>60</label><mixed-citation publication-type="other" xlink:type="simple"> Wang, C K., Bond-Lambery, B., and Gower, S T.: Carbon distribution of a well- and poorly-drained black spruce fire chronosequence, Glob. Change Biol., 9, 1066–1079, 2003. </mixed-citation>
</ref>
<ref id="ref61">
<label>61</label><mixed-citation publication-type="other" xlink:type="simple"> Xu, L. and Baldocchi, D D.: Seasonal variation in carbon dioxide exchange over a Mediterranean annual grassland in California, Agric. Forest Meteorol., 123, 79–96, 2004. </mixed-citation>
</ref>
<ref id="ref62">
<label>62</label><mixed-citation publication-type="other" xlink:type="simple"> Yi, C X., Davis, K J., Berger, B W., and Bakwin, P S.: Long-term observations of the dynamics of the continental planetary boundary layer, J. Atmos. Sci., 58, 1288–1299, 2001. </mixed-citation>
</ref>
<ref id="ref63">
<label>63</label><mixed-citation publication-type="other" xlink:type="simple"> Yuan, W., Liu, S., Zhou, G., Zhou, G., Tieszen, L L., Baldocchi, D., Bernhofer, C., Gholz, H., Goldstein, A H., Goulden, M L., Hollinger, D Y., Hu, Y., Law, B E., Stoy, P C., Vesala, T., and Wofsy, S C.: Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes, Agric. Forest Meteorol., 143, 189–207, 2007. </mixed-citation>
</ref>
</ref-list>
</back>
</article>