AustralieFrV1, Main, Exploration, bibRecord, 004143

Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database

Identifieur interne : 004143 ( Main/Exploration ); précédent : 004142; suivant : 004144

Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database

Source :

Agricultural and forest meteorology : (Print) [ 0168-1923 ] ; 2014.

RBID : Pascal:14-0128021

Descripteurs français

Pascal (Inist)
- Efficacité utilisation rayonnement, Modèle simulation, Végétation, Productivité primaire, Base de données, Modélisation, Biométéorologie.
Wicri :
- topic : Base de données.

English descriptors

KwdEn :
- Biometeorology, Database, Modeling, Primary productivity, Radiation use efficiency, Simulation model, Vegetation.

Abstract

Simulating gross primary productivity (GPP) of terrestrial ecosystems has been a major challenge in quantifying the global carbon cycle. Many different light use efficiency (LUE) models have been developed recently, but our understanding of the relative merits of different models remains limited. Using CO₂ flux measurements from multiple eddy covariance sites, we here compared and assessed major algorithms and performance of seven LUE models (CASA, CFix, CFlux, EC-LUE, MODIS, VPM and VPRM). Comparison between simulated GPP and estimated GPP from flux measurements showed that model performance differed substantially among ecosystem types. In general, most models performed better in capturing the temporal changes and magnitude of GPP in deciduous broadleaf forests and mixed forests than in evergreen broadleaf forests and shrublands. Six of the seven LUE models significantly underestimated GPP during cloudy days because the impacts of diffuse radiation on light use efficiency were ignored in the models. CFlux and EC-LUE exhibited the lowest root mean square error among all models at 80% and 75% of the sites, respectively. Moreover, these two models showed better performance than others in simulating interannual variability of GPP. Two pairwise comparisons revealed that the seven models differed substantially in algorithms describing the environmental regulations, particularly water stress, on GPP. This analysis highlights the need to improve representation of the impacts of diffuse radiation and water stress in the LUE models.

Affiliations:

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<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a">Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database</title>
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<affiliation wicri:level="1"><inist:fA14 i1="02"><s1>State Key Laboratory of Cryospheric Sciences, Cold and Arid Regions Environmental and Engineering Research Institute, The Chinese Academy of Sciences</s1>
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<s3>CHN</s3>
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<sZ>2 aut.</sZ>
<sZ>3 aut.</sZ>
<sZ>6 aut.</sZ>
<sZ>15 aut.</sZ>
<sZ>22 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<placeName><settlement type="city">Pékin</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Jiangzhou Xia" sort="Jiangzhou Xia" uniqKey="Jiangzhou Xia" last="Jiangzhou Xia">JIANGZHOU XIA</name>
<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University</s1>
<s2>Beijing 100875</s2>
<s3>CHN</s3>
<sZ>1 aut.</sZ>
<sZ>2 aut.</sZ>
<sZ>3 aut.</sZ>
<sZ>6 aut.</sZ>
<sZ>15 aut.</sZ>
<sZ>22 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<placeName><settlement type="city">Pékin</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Jiquan Chen" sort="Jiquan Chen" uniqKey="Jiquan Chen" last="Jiquan Chen">JIQUAN CHEN</name>
<affiliation wicri:level="1"><inist:fA14 i1="03"><s1>International Center for Ecology, Meteorology and Environment, Nanjing University of Information Science and Technology</s1>
<s2>Nanjing 210044</s2>
<s3>CHN</s3>
<sZ>4 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<wicri:noRegion>Nanjing 210044</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1"><inist:fA14 i1="04"><s1>Department of Environmental Sciences, University of Toledo</s1>
<s2>Toledo, OH 43606</s2>
<s3>USA</s3>
<sZ>4 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Toledo, OH 43606</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Shuguang Liu" sort="Shuguang Liu" uniqKey="Shuguang Liu" last="Shuguang Liu">SHUGUANG LIU</name>
<affiliation wicri:level="1"><inist:fA14 i1="05"><s1>State Engineering Laboratory of Southern Forestry Applied Ecology and Technology, Central South University of Forestry and Technology</s1>
<s2>Changsha, Hunan 410004</s2>
<s3>CHN</s3>
<sZ>5 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<wicri:noRegion>Changsha, Hunan 410004</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Wenjie Dong" sort="Wenjie Dong" uniqKey="Wenjie Dong" last="Wenjie Dong">WENJIE DONG</name>
<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University</s1>
<s2>Beijing 100875</s2>
<s3>CHN</s3>
<sZ>1 aut.</sZ>
<sZ>2 aut.</sZ>
<sZ>3 aut.</sZ>
<sZ>6 aut.</sZ>
<sZ>15 aut.</sZ>
<sZ>22 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<placeName><settlement type="city">Pékin</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Merbold, Lutz" sort="Merbold, Lutz" uniqKey="Merbold L" first="Lutz" last="Merbold">Lutz Merbold</name>
<affiliation wicri:level="1"><inist:fA14 i1="06"><s1>Department of Environmental Systems Science, ETH Zurich, Universitätsstrasse 2</s1>
<s2>8092 Zurich</s2>
<s3>CHE</s3>
<sZ>7 aut.</sZ>
</inist:fA14>
<country>Suisse</country>
<wicri:noRegion>8092 Zurich</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Law, Beverly" sort="Law, Beverly" uniqKey="Law B" first="Beverly" last="Law">Beverly Law</name>
<affiliation wicri:level="1"><inist:fA14 i1="07"><s1>College of Forestry, Oregon State University</s1>
<s2>Corvallis, OR 97331</s2>
<s3>USA</s3>
<sZ>8 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Corvallis, OR 97331</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Arain, Altaf" sort="Arain, Altaf" uniqKey="Arain A" first="Altaf" last="Arain">Altaf Arain</name>
<affiliation wicri:level="4"><inist:fA14 i1="08"><s1>McMaster Centre for Climate Change and School of Geography and Earth Sciences, McMaster University</s1>
<s2>Hamilton, Ontario</s2>
<s3>CAN</s3>
<sZ>9 aut.</sZ>
</inist:fA14>
<country>Canada</country>
<placeName><settlement type="city">Hamilton (Ontario)</settlement>
<region type="state">Ontario</region>
</placeName>
<orgName type="university">Université McMaster</orgName>
</affiliation>
</author>
<author><name sortKey="Beringer, Jason" sort="Beringer, Jason" uniqKey="Beringer J" first="Jason" last="Beringer">Jason Beringer</name>
<affiliation wicri:level="1"><inist:fA14 i1="09"><s1>School of Geography and Environmental Science, Monash University</s1>
<s2>Clayton, Victoria 3800</s2>
<s3>AUS</s3>
<sZ>10 aut.</sZ>
</inist:fA14>
<country>Australie</country>
<wicri:noRegion>Clayton, Victoria 3800</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Bernhofer, Christian" sort="Bernhofer, Christian" uniqKey="Bernhofer C" first="Christian" last="Bernhofer">Christian Bernhofer</name>
<affiliation wicri:level="4"><inist:fA14 i1="10"><s1>Institute of Hydrology and Meteorology, Technische Universität Dresden</s1>
<s2>Dresden</s2>
<s3>DEU</s3>
<sZ>11 aut.</sZ>
</inist:fA14>
<country>Allemagne</country>
<placeName><region type="land" nuts="1">Saxe (Land)</region>
<region type="district" nuts="2">District de Dresde</region>
<settlement type="city">Dresde</settlement>
<settlement type="city">Dresde</settlement>
</placeName>
<orgName type="university">Université technique de Dresde</orgName>
</affiliation>
</author>
<author><name sortKey="Black, Andy" sort="Black, Andy" uniqKey="Black A" first="Andy" last="Black">Andy Black</name>
<affiliation wicri:level="1"><inist:fA14 i1="11"><s1>Faculty of Land and Food Systems, University of British Columbia</s1>
<s2>Vancouver, BC</s2>
<s3>CAN</s3>
<sZ>12 aut.</sZ>
</inist:fA14>
<country>Canada</country>
<wicri:noRegion>Vancouver, BC</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Blanken, Peter D" sort="Blanken, Peter D" uniqKey="Blanken P" first="Peter D." last="Blanken">Peter D. Blanken</name>
<affiliation wicri:level="1"><inist:fA14 i1="12"><s1>Department of Geography, University of Colorado at Boulder</s1>
<s2>Boulder, CO 80309-0260</s2>
<s3>USA</s3>
<sZ>13 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Boulder, CO 80309-0260</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Cescatti, Alessandro" sort="Cescatti, Alessandro" uniqKey="Cescatti A" first="Alessandro" last="Cescatti">Alessandro Cescatti</name>
<affiliation wicri:level="1"><inist:fA14 i1="13"><s1>European Commission, Joint Research Center, Institute for Environment and Sustainability</s1>
<s2>Ispra</s2>
<s3>ITA</s3>
<sZ>14 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>Ispra</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Yang Chen" sort="Yang Chen" uniqKey="Yang Chen" last="Yang Chen">YANG CHEN</name>
<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University</s1>
<s2>Beijing 100875</s2>
<s3>CHN</s3>
<sZ>1 aut.</sZ>
<sZ>2 aut.</sZ>
<sZ>3 aut.</sZ>
<sZ>6 aut.</sZ>
<sZ>15 aut.</sZ>
<sZ>22 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<placeName><settlement type="city">Pékin</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Francois, Louis" sort="Francois, Louis" uniqKey="Francois L" first="Louis" last="Francois">Louis Francois</name>
<affiliation wicri:level="4"><inist:fA14 i1="14"><s1>Institut d'Astrophysique et de Géophysique, Université de Liège, Bat. B5c, 17 Allée du Six Aout</s1>
<s2>4000 Liege</s2>
<s3>BEL</s3>
<sZ>16 aut.</sZ>
</inist:fA14>
<country>Belgique</country>
<placeName><region type="province" nuts="2">Province de Liège</region>
<settlement type="city">Liège</settlement>
<settlement type="city">Liège</settlement>
</placeName>
<orgName type="university">Université de Liège</orgName>
</affiliation>
</author>
<author><name sortKey="Gianelle, Damiano" sort="Gianelle, Damiano" uniqKey="Gianelle D" first="Damiano" last="Gianelle">Damiano Gianelle</name>
<affiliation wicri:level="1"><inist:fA14 i1="15"><s1>Sustainable Agro-ecosystems and Bioresources Department, IASMA Research and Innovation Centre, Fondazione Edmund Mach</s1>
<s2>38010 San Michele all'Adige, TN</s2>
<s3>ITA</s3>
<sZ>17 aut.</sZ>
<sZ>23 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>38010 San Michele all'Adige, TN</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Janssens, Ivan A" sort="Janssens, Ivan A" uniqKey="Janssens I" first="Ivan A." last="Janssens">Ivan A. Janssens</name>
<affiliation wicri:level="1"><inist:fA14 i1="16"><s1>University of Antwerpen, Department of Biology, Universiteitsplein 1</s1>
<s2>2610 Wilrijk</s2>
<s3>BEL</s3>
<sZ>18 aut.</sZ>
</inist:fA14>
<country>Belgique</country>
<wicri:noRegion>2610 Wilrijk</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Jung, Martin" sort="Jung, Martin" uniqKey="Jung M" first="Martin" last="Jung">Martin Jung</name>
<affiliation wicri:level="1"><inist:fA14 i1="17"><s1>Max Planck Institute for Biogeochemistry</s1>
<s2>Jena</s2>
<s3>DEU</s3>
<sZ>19 aut.</sZ>
</inist:fA14>
<country>Allemagne</country>
<wicri:noRegion>Jena</wicri:noRegion>
<wicri:noRegion>Max Planck Institute for Biogeochemistry</wicri:noRegion>
<wicri:noRegion>Max Planck Institute for Biogeochemistry</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Kato, Tomomichi" sort="Kato, Tomomichi" uniqKey="Kato T" first="Tomomichi" last="Kato">Tomomichi Kato</name>
<affiliation wicri:level="1"><inist:fA14 i1="18"><s1>Laboratoire des Sciences du CLimat et de l'Environnement, IPSL, CEA-CNRS-UVSQ Orme des Merisiers</s1>
<s2>91191 Gif sur Yvette</s2>
<s3>FRA</s3>
<sZ>20 aut.</sZ>
</inist:fA14>
<country>France</country>
<wicri:noRegion>91191 Gif sur Yvette</wicri:noRegion>
<wicri:noRegion>CEA-CNRS-UVSQ Orme des Merisiers</wicri:noRegion>
<wicri:noRegion>91191 Gif sur Yvette</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Kiely, Gerard" sort="Kiely, Gerard" uniqKey="Kiely G" first="Gerard" last="Kiely">Gerard Kiely</name>
<affiliation wicri:level="1"><inist:fA14 i1="19"><s1>Civil & Environmental Engineering Department, Environmental Research Institute, University College Cork</s1>
<s3>IRL</s3>
<sZ>21 aut.</sZ>
</inist:fA14>
<country>Irlande (pays)</country>
<wicri:noRegion>Civil & Environmental Engineering Department, Environmental Research Institute, University College Cork</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Dan Liu" sort="Dan Liu" uniqKey="Dan Liu" last="Dan Liu">DAN LIU</name>
<affiliation wicri:level="1"><inist:fA14 i1="01"><s1>State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University</s1>
<s2>Beijing 100875</s2>
<s3>CHN</s3>
<sZ>1 aut.</sZ>
<sZ>2 aut.</sZ>
<sZ>3 aut.</sZ>
<sZ>6 aut.</sZ>
<sZ>15 aut.</sZ>
<sZ>22 aut.</sZ>
</inist:fA14>
<country>République populaire de Chine</country>
<placeName><settlement type="city">Pékin</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Marcolla, Barbara" sort="Marcolla, Barbara" uniqKey="Marcolla B" first="Barbara" last="Marcolla">Barbara Marcolla</name>
<affiliation wicri:level="1"><inist:fA14 i1="15"><s1>Sustainable Agro-ecosystems and Bioresources Department, IASMA Research and Innovation Centre, Fondazione Edmund Mach</s1>
<s2>38010 San Michele all'Adige, TN</s2>
<s3>ITA</s3>
<sZ>17 aut.</sZ>
<sZ>23 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>38010 San Michele all'Adige, TN</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Montagnani, Leonardo" sort="Montagnani, Leonardo" uniqKey="Montagnani L" first="Leonardo" last="Montagnani">Leonardo Montagnani</name>
<affiliation wicri:level="1"><inist:fA14 i1="20"><s1>Forest Services, Autonomous Province of Bolzano, Via Brennero 6</s1>
<s2>39100 Bolzano</s2>
<s3>ITA</s3>
<sZ>24 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>39100 Bolzano</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1"><inist:fA14 i1="21"><s1>Faculty of Science and Technology, Free University of Bolzano, Piazza Università 5</s1>
<s2>39100 Bolzano</s2>
<s3>ITA</s3>
<sZ>24 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>39100 Bolzano</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Raschi, Antonio" sort="Raschi, Antonio" uniqKey="Raschi A" first="Antonio" last="Raschi">Antonio Raschi</name>
<affiliation wicri:level="1"><inist:fA14 i1="22"><s1>CNR - Institute of Biometeorology</s1>
<s2>50145 Florence</s2>
<s3>ITA</s3>
<sZ>25 aut.</sZ>
</inist:fA14>
<country>Italie</country>
<wicri:noRegion>CNR - Institute of Biometeorology</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Roupsard, Olivier" sort="Roupsard, Olivier" uniqKey="Roupsard O" first="Olivier" last="Roupsard">Olivier Roupsard</name>
<affiliation wicri:level="3"><inist:fA14 i1="23"><s1>CIRAD, UMR Eco & Sols (Ecologie Fonctionnelle & Biogéochimie des Sols et des Agro-écosystèmes)</s1>
<s2>34060 Montpellier</s2>
<s3>FRA</s3>
<sZ>26 aut.</sZ>
</inist:fA14>
<country>France</country>
<placeName><region type="region" nuts="2">Occitanie (région administrative)</region>
<region type="old region" nuts="2">Languedoc-Roussillon</region>
<settlement type="city">Montpellier</settlement>
</placeName>
</affiliation>
<affiliation wicri:level="1"><inist:fA14 i1="24"><s1>CATIE (Tropical Agricultural Centre for Research and Higher Education)</s1>
<s2>7170 Turrialba</s2>
<s3>CRI</s3>
<sZ>26 aut.</sZ>
</inist:fA14>
<country>Costa Rica</country>
<wicri:noRegion>CATIE (Tropical Agricultural Centre for Research and Higher Education)</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Varlagin, Andrej" sort="Varlagin, Andrej" uniqKey="Varlagin A" first="Andrej" last="Varlagin">Andrej Varlagin</name>
<affiliation wicri:level="1"><inist:fA14 i1="25"><s1>A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences</s1>
<s2>Moscow 119071</s2>
<s3>RUS</s3>
<sZ>27 aut.</sZ>
</inist:fA14>
<country>Russie</country>
<placeName><settlement type="city">Moscou</settlement>
<region>District fédéral central</region>
</placeName>
</affiliation>
</author>
<author><name sortKey="Wohlfahrt, Georg" sort="Wohlfahrt, Georg" uniqKey="Wohlfahrt G" first="Georg" last="Wohlfahrt">Georg Wohlfahrt</name>
</author>
</analytic>
<series><title level="j" type="main">Agricultural and forest meteorology : (Print)</title>
<title level="j" type="abbreviated">Agric. for. meteorol. : (Print)</title>
<idno type="ISSN">0168-1923</idno>
<imprint><date when="2014">2014</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
<seriesStmt><title level="j" type="main">Agricultural and forest meteorology : (Print)</title>
<title level="j" type="abbreviated">Agric. for. meteorol. : (Print)</title>
<idno type="ISSN">0168-1923</idno>
</seriesStmt>
</fileDesc>
<profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Biometeorology</term>
<term>Database</term>
<term>Modeling</term>
<term>Primary productivity</term>
<term>Radiation use efficiency</term>
<term>Simulation model</term>
<term>Vegetation</term>
</keywords>
<keywords scheme="Pascal" xml:lang="fr"><term>Efficacité utilisation rayonnement</term>
<term>Modèle simulation</term>
<term>Végétation</term>
<term>Productivité primaire</term>
<term>Base de données</term>
<term>Modélisation</term>
<term>Biométéorologie</term>
</keywords>
<keywords scheme="Wicri" type="topic" xml:lang="fr"><term>Base de données</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en">Simulating gross primary productivity (GPP) of terrestrial ecosystems has been a major challenge in quantifying the global carbon cycle. Many different light use efficiency (LUE) models have been developed recently, but our understanding of the relative merits of different models remains limited. Using CO<sub>2</sub>
 flux measurements from multiple eddy covariance sites, we here compared and assessed major algorithms and performance of seven LUE models (CASA, CFix, CFlux, EC-LUE, MODIS, VPM and VPRM). Comparison between simulated GPP and estimated GPP from flux measurements showed that model performance differed substantially among ecosystem types. In general, most models performed better in capturing the temporal changes and magnitude of GPP in deciduous broadleaf forests and mixed forests than in evergreen broadleaf forests and shrublands. Six of the seven LUE models significantly underestimated GPP during cloudy days because the impacts of diffuse radiation on light use efficiency were ignored in the models. CFlux and EC-LUE exhibited the lowest root mean square error among all models at 80% and 75% of the sites, respectively. Moreover, these two models showed better performance than others in simulating interannual variability of GPP. Two pairwise comparisons revealed that the seven models differed substantially in algorithms describing the environmental regulations, particularly water stress, on GPP. This analysis highlights the need to improve representation of the impacts of diffuse radiation and water stress in the LUE models.</div>
</front>
</TEI>
<affiliations><list><country><li>Allemagne</li>
<li>Australie</li>
<li>Belgique</li>
<li>Canada</li>
<li>Costa Rica</li>
<li>France</li>
<li>Irlande (pays)</li>
<li>Italie</li>
<li>Russie</li>
<li>République populaire de Chine</li>
<li>Suisse</li>
<li>États-Unis</li>
</country>
<region><li>District de Dresde</li>
<li>District fédéral central</li>
<li>Languedoc-Roussillon</li>
<li>Occitanie (région administrative)</li>
<li>Ontario</li>
<li>Province de Liège</li>
<li>Saxe (Land)</li>
</region>
<settlement><li>Dresde</li>
<li>Hamilton (Ontario)</li>
<li>Liège</li>
<li>Montpellier</li>
<li>Moscou</li>
<li>Pékin</li>
</settlement>
<orgName><li>Université McMaster</li>
<li>Université de Liège</li>
<li>Université technique de Dresde</li>
</orgName>
</list>
<tree><noCountry><name sortKey="Wohlfahrt, Georg" sort="Wohlfahrt, Georg" uniqKey="Wohlfahrt G" first="Georg" last="Wohlfahrt">Georg Wohlfahrt</name>
</noCountry>
<country name="République populaire de Chine"><noRegion><name sortKey="Wenping Yuan" sort="Wenping Yuan" uniqKey="Wenping Yuan" last="Wenping Yuan">WENPING YUAN</name>
</noRegion>
<name sortKey="Dan Liu" sort="Dan Liu" uniqKey="Dan Liu" last="Dan Liu">DAN LIU</name>
<name sortKey="Jiangzhou Xia" sort="Jiangzhou Xia" uniqKey="Jiangzhou Xia" last="Jiangzhou Xia">JIANGZHOU XIA</name>
<name sortKey="Jiquan Chen" sort="Jiquan Chen" uniqKey="Jiquan Chen" last="Jiquan Chen">JIQUAN CHEN</name>
<name sortKey="Shuguang Liu" sort="Shuguang Liu" uniqKey="Shuguang Liu" last="Shuguang Liu">SHUGUANG LIU</name>
<name sortKey="Wenjie Dong" sort="Wenjie Dong" uniqKey="Wenjie Dong" last="Wenjie Dong">WENJIE DONG</name>
<name sortKey="Wenping Yuan" sort="Wenping Yuan" uniqKey="Wenping Yuan" last="Wenping Yuan">WENPING YUAN</name>
<name sortKey="Wenwen Cai" sort="Wenwen Cai" uniqKey="Wenwen Cai" last="Wenwen Cai">WENWEN CAI</name>
<name sortKey="Yang Chen" sort="Yang Chen" uniqKey="Yang Chen" last="Yang Chen">YANG CHEN</name>
</country>
<country name="États-Unis"><noRegion><name sortKey="Jiquan Chen" sort="Jiquan Chen" uniqKey="Jiquan Chen" last="Jiquan Chen">JIQUAN CHEN</name>
</noRegion>
<name sortKey="Blanken, Peter D" sort="Blanken, Peter D" uniqKey="Blanken P" first="Peter D." last="Blanken">Peter D. Blanken</name>
<name sortKey="Law, Beverly" sort="Law, Beverly" uniqKey="Law B" first="Beverly" last="Law">Beverly Law</name>
</country>
<country name="Suisse"><noRegion><name sortKey="Merbold, Lutz" sort="Merbold, Lutz" uniqKey="Merbold L" first="Lutz" last="Merbold">Lutz Merbold</name>
</noRegion>
</country>
<country name="Canada"><region name="Ontario"><name sortKey="Arain, Altaf" sort="Arain, Altaf" uniqKey="Arain A" first="Altaf" last="Arain">Altaf Arain</name>
</region>
<name sortKey="Black, Andy" sort="Black, Andy" uniqKey="Black A" first="Andy" last="Black">Andy Black</name>
</country>
<country name="Australie"><noRegion><name sortKey="Beringer, Jason" sort="Beringer, Jason" uniqKey="Beringer J" first="Jason" last="Beringer">Jason Beringer</name>
</noRegion>
</country>
<country name="Allemagne"><region name="Saxe (Land)"><name sortKey="Bernhofer, Christian" sort="Bernhofer, Christian" uniqKey="Bernhofer C" first="Christian" last="Bernhofer">Christian Bernhofer</name>
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<name sortKey="Montagnani, Leonardo" sort="Montagnani, Leonardo" uniqKey="Montagnani L" first="Leonardo" last="Montagnani">Leonardo Montagnani</name>
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	Serveur d'exploration sur les relations entre la France et l'Australie
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Serveur d'exploration sur les relations entre la France et l'Australie

Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database

Global comparison of light use efficiency models for simulating terrestrial vegetation gross primary production based on the LaThuile database

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