<?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-8-2481-2011</article-id>
<title-group>
<article-title>Temporal variability of the NPP-GPP ratio at seasonal and interannual time scales in a temperate beech forest</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Campioli</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>Gielen</surname>
<given-names>B.</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>Göckede</surname>
<given-names>M.</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>Papale</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Bouriaud</surname>
<given-names>O.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Granier</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Biology, University of Antwerp, Wilrijk, Belgium</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Forest Ecosystems and Society, Oregon State University, Corvallis, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department for Innovation in Biological, Agro-food and Forest systems, University of Tuscia, Viterbo, Italy</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Research Station for Norway Spruce Silviculture, Forest Research and Management Institute-ICAS, Campulung Moldovonesc, Romania</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Forest Ecology and Ecophysiology Unit, UMR INRA UHP, Champenoux, France</addr-line>
</aff>
<pub-date pub-type="epub">
<day>06</day>
<month>09</month>
<year>2011</year>
</pub-date>
<volume>8</volume>
<issue>9</issue>
<fpage>2481</fpage>
<lpage>2492</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2011 M. Campioli et al.</copyright-statement>
<copyright-year>2011</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/8/2481/2011/bg-8-2481-2011.html">This article is available from https://bg.copernicus.org/articles/8/2481/2011/bg-8-2481-2011.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/8/2481/2011/bg-8-2481-2011.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/8/2481/2011/bg-8-2481-2011.pdf</self-uri>
<abstract>
<p>The allocation of carbon (C) taken up by the tree canopy for respiration and
production of tree organs with different construction and maintenance costs,
life span and decomposition rate, crucially affects the residence time of C
in forests and their C cycling rate. The carbon-use efficiency, or ratio
between net primary production (NPP) and gross primary production (GPP),
represents a convenient way to analyse the C allocation at the stand level.
In this study, we extend the current knowledge on the NPP-GPP ratio in
forests by assessing the temporal variability of the NPP-GPP ratio at
interannual (for 8 years) and seasonal (for 1 year) scales for a young
temperate beech stand, reporting dynamics for both leaves and woody organs,
in particular stems. NPP was determined with biometric methods/litter
traps, whereas the GPP was estimated via the eddy covariance
micrometeorological technique.
&lt;br&gt;&lt;br&gt;
The interannual variability of the proportion of C allocated to leaf NPP,
wood NPP and leaf plus wood NPP (on average 11% yr&lt;sup&gt;−1&lt;/sup&gt;, 29% yr&lt;sup&gt;−1&lt;/sup&gt; and 39% yr&lt;sup&gt;−1&lt;/sup&gt;,
respectively) was significant among years with up to 12% yr&lt;sup&gt;−1&lt;/sup&gt; variation in
NPP-GPP ratio. Studies focusing on the comparison of NPP-GPP ratio among
forests and models using fixed allocation schemes should take into account
the possibility of such relevant interannual variability. Multiple linear
regressions indicated that the NPP-GPP ratio of leaves and wood
significantly correlated with environmental conditions. Previous year
drought and air temperature explained about half of the NPP-GPP variability
of leaves and wood, respectively, whereas the NPP-GPP ratio was not
decreased by severe drought, with large NPP-GPP ratio on 2003 due mainly to
low GPP. During the period between early May and mid June, the majority of
GPP was allocated to leaf and stem NPP, whereas these sinks were of little
importance later on. Improved estimation of seasonal GPP and of the
contribution of previous-year reserves to stem growth, as well as reduction
of data uncertainty, will be of relevance to increase the accuracy of the
seasonal assessment of the NPP-GPP ratio in forests.</p>
</abstract>
<counts><page-count count="12"/></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. and Meyers, T.: On using eco-physiological, micrometeorological and biogeochemical theory to evaluate carbon dioxide, water vapor and trace gas fluxes over vegetation: a perspective, Agr. Forest Meteorol., 90, 1–25, 1998.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Barbaroux, C. and Bréda, N.: Contrasting distribution and seasonal dynamics of carbohydrate reserves in stem wood of adult ring-porous sessile oak and diffuse-porous beech trees, Tree Physiol., 22, 1201–1210, 2002.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Barbaroux, C., Bréda, N., and Dufrene, E.: Distribution of above-ground and below-ground carbohydrate reserves in adult trees of two contrasting broad-leaved species (&lt;i&gt;Quercus petraea&lt;/i&gt; and &lt;i&gt;Fagus sylvatica&lt;/i&gt;), New Phytol., 157, 605–615, 2003.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Bequet, R., Campioli, M., Kint, V., Vansteenkiste, D., Muys, B., and Ceulemans, R.: Leaf area index development in temperate oak and beech forests is driven by stand characteristics and weather conditions, Trees-Struct. Funct., &lt;a href=&quot;http://dx.doi.org/10.1007/s00468-011-0568-4&quot;&gt;https://doi.org/10.1007/s00468-011-0568-4&lt;/a&gt;, 2011.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Bonan, G. B.: Forests and climate change: Forcings, feedbacks, and the climate benefits of forests, Science, 320, 1444–1449, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1155121&quot;&gt;https://doi.org/10.1126/science.1155121&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Bouriaud, O., Soudani, K., and Bréda, N.: Leaf area index from litter collection: impact of specific leaf area variability within a beech stand, Can. J. Remote Sens., 29, 371–380, 2003.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Bouriaud, O., Bréda, N., Le Moguedec, G., and Nepveu, G.: Modelling variability of wood density in beech as affected by ring age, radial growth and climate, Trees-Struct. Funct., 18, 264–276, &lt;a href=&quot;http://dx.doi.org/10.1007/s00468-003-0303-x&quot;&gt;https://doi.org/10.1007/s00468-003-0303-x&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Bréda, N. and Granier, A.: Intra- and interannual variations of transpiration, leaf area index and radial growth of a sessile oak stand (&lt;i&gt;Quercus petraea&lt;/i&gt;), Ann. Sci. Forest., 53, 521–536, 1996.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Bréda, N., Huc, R., Granier, A., and Dreyer, E.: Temperate forest trees and stands under severe drought: a review of ecophysiological responses, adaptation processes and long-term consequences, Ann. For. Sci., 63, 625–644, &lt;a href=&quot;http://dx.doi.org/10.1051/forest:2006042&quot;&gt;https://doi.org/10.1051/forest:2006042&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Cannell, M. G. R. and Dewar, R. C.: Carbon allocation in trees – A review of concepts for modeling, Adv. Ecol. Res., 25(25), 59–104, 1994.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Ciais, P., Schelhaas, M. J., Zaehle, S., Piao, S. L., Cescatti, A., Liski, J., Luyssaert, S., Le-Maire, G., Schulze, E. D., Bouriaud, O., Freibauer, A., Valentini, R., and Nabuurs, G. J.: Carbon accumulation in European forests, Nat. Geosci., 1, 425–429, &lt;a href=&quot;http://dx.doi.org/10.1038/ngeo233&quot;&gt;https://doi.org/10.1038/ngeo233&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Curtis, P. S., Vogel, C. S., Gough, C. M., Schmid, H. P., Su, H. B., and Bovard, B. D.: Respiratory carbon losses and the carbon-use efficiency of a northern hardwood forest, 1999–2003, New Phytol., 167, 437–455, 2005.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Davi, H., Barbaroux, C., Dufrêne, E., Francois, C., Montpied, P., Brea, N., and Badeck, F.: Modelling leaf mass per area in forest canopy as affected by prevailing radiation conditions, Ecol. Model., 211, 339–349, &lt;a href=&quot;http://dx.doi.org/10.1016/j.ecolmodel.2007.09.012&quot;&gt;https://doi.org/10.1016/j.ecolmodel.2007.09.012&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">DeLucia, E. H., Drake, J. E., Thomas, R. B., and Gonzalez-Meler, M.: Forest carbon use efficiency: is respiration a constant fraction of gross primary production?, Glob. Change Biol., 13, 1157–1167, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1365-2486.2007.01365.x&quot;&gt;https://doi.org/10.1111/j.1365-2486.2007.01365.x&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Dyckmans, J., Flessa, H., Polle, A., and Beese, F.: The effect of elevated CO&lt;sub&gt;2&lt;/sub&gt; on uptake and allocation of C-13 and N-15 in beech (&lt;i&gt;Fagus sylvatica&lt;/i&gt; L.) during leafing, Plant Biol., 2, 113–120, 2000.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Epron, D., Farque, L., Lucot, E., and Badot, P. M.: Soil CO&lt;sub&gt;2&lt;/sub&gt; efflux in a beech forest: dependence on soil temperature and soil water content, Ann. For. Sci., 56, 221–226, 1999.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</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="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Göckede, M., Foken, T., Aubinet, M., Aurela, M., Banza, J., Bernhofer, C., Bonnefond, J. M., Brunet, Y., Carrara, A., Clement, R., Dellwik, E., Elbers, J., Eugster, W., Fuhrer, J., Granier, A., Grünwald, T., Heinesch, B., Janssens, I. A., Knohl, A., Koeble, R., Laurila, T., Longdoz, B., Manca, G., Marek, M., Markkanen, T., Mateus, J., Matteucci, G., Mauder, M., Migliavacca, M., Minerbi, S., Moncrieff, J., Montagnani, L., Moors, E., Ourcival, J.-M., Papale, D., Pereira, J., Pilegaard, K., Pita, G., Rambal, S., Rebmann, C., Rodrigues, A., Rotenberg, E., Sanz, M. J., Sedlak, P., Seufert, G., Siebicke, L., Soussana, J. F., Valentini, R., Vesala, T., Verbeeck, H., and Yakir, D.: Quality control of CarboEurope flux data – Part 1: Coupling footprint analyses with flux data quality assessment to evaluate sites in forest ecosystems, Biogeosciences, 5, 433–450, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-5-433-2008&quot;&gt;https://doi.org/10.5194/bg-5-433-2008&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Gough, C. M., Vogel, C. S., Schmid, H. P., Su, H. B., and Curtis, P. S.: Multi-year convergence of biometric and meteorological estimates of forest carbon storage, Agr. For. Meteorol., 148, 158–170, &lt;a href=&quot;http://dx.doi.org/10.1016/j.agrformet.2007.08.004&quot;&gt;https://doi.org/10.1016/j.agrformet.2007.08.004&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Grace, J.: Understanding and managing the global carbon cycle, J. Ecol., 92, 189–202, 2004.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Granier, A., Ceschia, E., Damesin, C., Dufrêne, E., Epron, D., Gross, P., Lebaube, S., Le Dantec, V., Le Goff, N., Lemoine, D., Lucot, E., Ottorini, J. M., Pontailler, J. Y., and Saugier, B.: The carbon balance of a young Beech forest, Funct. Ecol., 14, 312–325, 2000.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Granier, A., Reichstein, M., Bréda, N., Janssens, I. A., Falge, E., Ciais, P., Grunwald, T., Aubinet, M., Berbigier, P., Bernhofer, C., Buchmann, N., Facini, O., Grassi, G., Heinesch, B., Ilvesniemi, H., Keronen, P., Knohl, A., Kostner, B., Lagergren, F., Lindroth, A., Longdoz, B., Loustau, D., Mateus, J., Montagnani, L., Nys, C., Moors, E., Papale, D., Peiffer, M., Pilegaard, K., Pita, G., Pumpanen, J., Rambal, S., Rebmann, C., Rodrigues, A., Seufert, G., Tenhunen, J., Vesala, I., and Wang, Q.: Evidence for soil water control on carbon and water dynamics in European forests during the extremely dry year: 2003, Agr. Forest Meteorol., 143, 123–145, 2007.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Granier, A., Bréda, N., Longdoz, B., Gross, P., and Ngao, J.: Ten years of fluxes and stand growth in a young beech forest at Hesse, North-eastern France, Ann. For. Sci., 65, &lt;a href=&quot;http://dx.doi.org/10.1051/forest:2008052&quot;&gt;https://doi.org/10.1051/forest:2008052&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</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-compounds emissions, J. Geophys. Res.-Atmos., 100, 8873–8892, 1995.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Helle, G. and Schleser, G. H.: Beyond CO&lt;sub&gt;2&lt;/sub&gt;-fixation by Rubisco - an interpretation of C$^{\delta 13}$/C$^{\delta 12}$ variations in tree rings from novel intra-seasonal studies on broad-leaf trees, Plant Cell Envir., 27, 367–380, 2004.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Hobbie, E. A.: Carbon allocation to ectomycorrhizal fungi correlates with belowground allocation in culture studies, Ecology, 87, 563–569, 2006.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Jones, D. L., Hodge, A., and Kuzyakov, Y.: Plant and mycorrhizal regulation of rhizodeposition, New Phytol., 163, 459–480, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1469-8137.2004.01130.x&quot;&gt;https://doi.org/10.1111/j.1469-8137.2004.01130.x&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Kimura, K., Ishida, A., Uemura, A., Matsumoto, Y., and Terashima, I.: Effects of current-year and previous-year PPFDs on shoot gross morphology and leaf properties in &lt;i&gt;Fagus japonica&lt;/i&gt;, Tree Physiol., 18, 459–466, 1998.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Lasslop, G., Reichstein, M., Papale, D., Richardson, A. D., Arneth, A., Barr, A., Stoy, P., and Wohlfahrt, G.: Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation, Glob. Change Biol., 16, 187–208, 2010.</mixed-citation>
</ref>
<ref id="ref30">
<label>30</label><mixed-citation publication-type="other" xlink:type="simple">Landsberg, J. J. and Waring, R. H.: A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning, Forest Ecol. Manag., 95, 209–228, 1997.</mixed-citation>
</ref>
<ref id="ref31">
<label>31</label><mixed-citation publication-type="other" xlink:type="simple">Le Goff, N. and Ottorini, J. M.: Biomass distributions at tree and stand levels in the beech experimental forest of Hesse (NE France), Viterbo, Italy, 2000.</mixed-citation>
</ref>
<ref id="ref32">
<label>32</label><mixed-citation publication-type="other" xlink:type="simple">Le Goff, N. and Ottorini, J. M.: Root biomass and biomass increment in a beech (&lt;i&gt;Fagus sylvatica&lt;/i&gt; L.) stand in North-East France, Ann. For. Sci., 58, 1–13, 2001.</mixed-citation>
</ref>
<ref id="ref33">
<label>33</label><mixed-citation publication-type="other" xlink:type="simple">Leuschner, C., Backes, K., Hertel, D., Schipka, F., Schmitt, U., Terborg, O., and Runge, M.: Drought responses at leaf, stem and fine root levels of competitive &lt;i&gt;Fagus sylvatica&lt;/i&gt; L. and &lt;i&gt;Quercus petraea&lt;/i&gt; (Matt.) Liebl. trees in dry and wet years, Forest Ecol. Manag., 149, 33–46, 2001.</mixed-citation>
</ref>
<ref id="ref34">
<label>34</label><mixed-citation publication-type="other" xlink:type="simple">Litton, C. M., Raich, J. W., and Ryan, M. G.: Carbon allocation in forest ecosystems, Glob. Change Biol., 13, 2089–2109, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1365-2486.2007.01420.x&quot;&gt;https://doi.org/10.1111/j.1365-2486.2007.01420.x&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref35">
<label>35</label><mixed-citation publication-type="other" xlink:type="simple">Mäkelä, A. and Valentine, H. T.: The ratio of NPP to GPP: evidence of change over the course of stand development, Tree Physiol., 21, 1015–1030, 2001.</mixed-citation>
</ref>
<ref id="ref36">
<label>36</label><mixed-citation publication-type="other" xlink:type="simple">Ohtsuka, T., Saigusa, N., and Koizumi, H.: On linking multiyear biometric measurements of tree growth with eddy covariance-based net ecosystem production, Glob. Change Biol., 15, 1015–1024, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1365-2486.2008.01800.x&quot;&gt;https://doi.org/10.1111/j.1365-2486.2008.01800.x&lt;/a&gt;, 2009.</mixed-citation>
</ref>
<ref id="ref37">
<label>37</label><mixed-citation publication-type="other" xlink:type="simple">Papale, D., Reichstein, M., Aubinet, M., Canfora, E., Bernhofer, C., Kutsch, W., Longdoz, B., Rambal, S., Valentini, R., Vesala, T., and Yakir, D.: Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: algorithms and uncertainty estimation, Biogeosciences, 3, 571–583, &lt;a href=&quot;http://dx.doi.org/10.5194/bg-3-571-2006&quot;&gt;https://doi.org/10.5194/bg-3-571-2006&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref38">
<label>38</label><mixed-citation publication-type="other" xlink:type="simple">Papale, D. and Valentini, R.: A new assessment of European forests carbon exchanges by eddy fluxes and artificial neural network spatialization, Glob. Change Biol., 9, 525–535, 2003.</mixed-citation>
</ref>
<ref id="ref39">
<label>39</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., Havrankova, 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, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1365-2486.2005.001002.x&quot;&gt;https://doi.org/10.1111/j.1365-2486.2005.001002.x&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref40">
<label>40</label><mixed-citation publication-type="other" xlink:type="simple">Ryan, M. G.: Effects of climate change on plant respiration, Ecol. Appl., 1, 157–167, 1991.</mixed-citation>
</ref>
<ref id="ref41">
<label>41</label><mixed-citation publication-type="other" xlink:type="simple">Thomson, D. J.: Criteria for the selection of stochastic models of particle trajectories in turbulent flows&apos;, J. Fluid Mech., 180, 529–556, 1987.</mixed-citation>
</ref>
<ref id="ref42">
<label>42</label><mixed-citation publication-type="other" xlink:type="simple">Thornley, J. H. M. and Cannell, M. G. R.: Modelling the components of plant respiration: Representation and realism, Ann. Bot-London, 85, 55–67, 2000.</mixed-citation>
</ref>
<ref id="ref43">
<label>43</label><mixed-citation publication-type="other" xlink:type="simple">Trumbore, S.: Carbon respired by terrestrial ecosystems - recent progress and challenges, Glob. Change Biol., 12, 141–153, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1365-2486.2005.01067.x&quot;&gt;https://doi.org/10.1111/j.1365-2486.2005.01067.x&lt;/a&gt;, 2006.</mixed-citation>
</ref>
<ref id="ref44">
<label>44</label><mixed-citation publication-type="other" xlink:type="simple">Waring, R. H., Landsberg, J. J., and Williams, M.: Net primary production of forests: a constant fraction of gross primary production?, Tree Physiol., 18, 129–134, 1998.</mixed-citation>
</ref>
</ref-list>
</back>
</article>