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Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits

The aim of this study was to systematically analyze the potential and limitations of using plant functional trait observations from global databases versus in situ data to improve our understanding of vegetation impacts on ecosystem functional properties (EFPs). Using ecosystem photosynthetic capaci...

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Autores principales: Musavi, Talie, Migliavacca, Mirco, van de Weg, Martine Janet, Kattge, Jens, Wohlfahrt, Georg, van Bodegom, Peter M., Reichstein, Markus, Bahn, Michael, Carrara, Arnaud, Domingues, Tomas F., Gavazzi, Michael, Gianelle, Damiano, Gimeno, Cristina, Granier, André, Gruening, Carsten, Havránková, Kateřina, Herbst, Mathias, Hrynkiw, Charmaine, Kalhori, Aram, Kaminski, Thomas, Klumpp, Katja, Kolari, Pasi, Longdoz, Bernard, Minerbi, Stefano, Montagnani, Leonardo, Moors, Eddy, Oechel, Walter C., Reich, Peter B., Rohatyn, Shani, Rossi, Alessandra, Rotenberg, Eyal, Varlagin, Andrej, Wilkinson, Matthew, Wirth, Christian, Mahecha, Miguel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513259/
https://www.ncbi.nlm.nih.gov/pubmed/28725403
http://dx.doi.org/10.1002/ece3.2479
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author Musavi, Talie
Migliavacca, Mirco
van de Weg, Martine Janet
Kattge, Jens
Wohlfahrt, Georg
van Bodegom, Peter M.
Reichstein, Markus
Bahn, Michael
Carrara, Arnaud
Domingues, Tomas F.
Gavazzi, Michael
Gianelle, Damiano
Gimeno, Cristina
Granier, André
Gruening, Carsten
Havránková, Kateřina
Herbst, Mathias
Hrynkiw, Charmaine
Kalhori, Aram
Kaminski, Thomas
Klumpp, Katja
Kolari, Pasi
Longdoz, Bernard
Minerbi, Stefano
Montagnani, Leonardo
Moors, Eddy
Oechel, Walter C.
Reich, Peter B.
Rohatyn, Shani
Rossi, Alessandra
Rotenberg, Eyal
Varlagin, Andrej
Wilkinson, Matthew
Wirth, Christian
Mahecha, Miguel D.
author_facet Musavi, Talie
Migliavacca, Mirco
van de Weg, Martine Janet
Kattge, Jens
Wohlfahrt, Georg
van Bodegom, Peter M.
Reichstein, Markus
Bahn, Michael
Carrara, Arnaud
Domingues, Tomas F.
Gavazzi, Michael
Gianelle, Damiano
Gimeno, Cristina
Granier, André
Gruening, Carsten
Havránková, Kateřina
Herbst, Mathias
Hrynkiw, Charmaine
Kalhori, Aram
Kaminski, Thomas
Klumpp, Katja
Kolari, Pasi
Longdoz, Bernard
Minerbi, Stefano
Montagnani, Leonardo
Moors, Eddy
Oechel, Walter C.
Reich, Peter B.
Rohatyn, Shani
Rossi, Alessandra
Rotenberg, Eyal
Varlagin, Andrej
Wilkinson, Matthew
Wirth, Christian
Mahecha, Miguel D.
author_sort Musavi, Talie
collection PubMed
description The aim of this study was to systematically analyze the potential and limitations of using plant functional trait observations from global databases versus in situ data to improve our understanding of vegetation impacts on ecosystem functional properties (EFPs). Using ecosystem photosynthetic capacity as an example, we first provide an objective approach to derive robust EFP estimates from gross primary productivity (GPP) obtained from eddy covariance flux measurements. Second, we investigate the impact of synchronizing EFPs and plant functional traits in time and space to evaluate their relationships, and the extent to which we can benefit from global plant trait databases to explain the variability of ecosystem photosynthetic capacity. Finally, we identify a set of plant functional traits controlling ecosystem photosynthetic capacity at selected sites. Suitable estimates of the ecosystem photosynthetic capacity can be derived from light response curve of GPP responding to radiation (photosynthetically active radiation or absorbed photosynthetically active radiation). Although the effect of climate is minimized in these calculations, the estimates indicate substantial interannual variation of the photosynthetic capacity, even after removing site‐years with confounding factors like disturbance such as fire events. The relationships between foliar nitrogen concentration and ecosystem photosynthetic capacity are tighter when both of the measurements are synchronized in space and time. When using multiple plant traits simultaneously as predictors for ecosystem photosynthetic capacity variation, the combination of leaf carbon to nitrogen ratio with leaf phosphorus content explains the variance of ecosystem photosynthetic capacity best (adjusted R (2) = 0.55). Overall, this study provides an objective approach to identify links between leaf level traits and canopy level processes and highlights the relevance of the dynamic nature of ecosystems. Synchronizing measurements of eddy covariance fluxes and plant traits in time and space is shown to be highly relevant to better understand the importance of intra‐ and interspecific trait variation on ecosystem functioning.
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spelling pubmed-55132592017-07-19 Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits Musavi, Talie Migliavacca, Mirco van de Weg, Martine Janet Kattge, Jens Wohlfahrt, Georg van Bodegom, Peter M. Reichstein, Markus Bahn, Michael Carrara, Arnaud Domingues, Tomas F. Gavazzi, Michael Gianelle, Damiano Gimeno, Cristina Granier, André Gruening, Carsten Havránková, Kateřina Herbst, Mathias Hrynkiw, Charmaine Kalhori, Aram Kaminski, Thomas Klumpp, Katja Kolari, Pasi Longdoz, Bernard Minerbi, Stefano Montagnani, Leonardo Moors, Eddy Oechel, Walter C. Reich, Peter B. Rohatyn, Shani Rossi, Alessandra Rotenberg, Eyal Varlagin, Andrej Wilkinson, Matthew Wirth, Christian Mahecha, Miguel D. Ecol Evol Original Research The aim of this study was to systematically analyze the potential and limitations of using plant functional trait observations from global databases versus in situ data to improve our understanding of vegetation impacts on ecosystem functional properties (EFPs). Using ecosystem photosynthetic capacity as an example, we first provide an objective approach to derive robust EFP estimates from gross primary productivity (GPP) obtained from eddy covariance flux measurements. Second, we investigate the impact of synchronizing EFPs and plant functional traits in time and space to evaluate their relationships, and the extent to which we can benefit from global plant trait databases to explain the variability of ecosystem photosynthetic capacity. Finally, we identify a set of plant functional traits controlling ecosystem photosynthetic capacity at selected sites. Suitable estimates of the ecosystem photosynthetic capacity can be derived from light response curve of GPP responding to radiation (photosynthetically active radiation or absorbed photosynthetically active radiation). Although the effect of climate is minimized in these calculations, the estimates indicate substantial interannual variation of the photosynthetic capacity, even after removing site‐years with confounding factors like disturbance such as fire events. The relationships between foliar nitrogen concentration and ecosystem photosynthetic capacity are tighter when both of the measurements are synchronized in space and time. When using multiple plant traits simultaneously as predictors for ecosystem photosynthetic capacity variation, the combination of leaf carbon to nitrogen ratio with leaf phosphorus content explains the variance of ecosystem photosynthetic capacity best (adjusted R (2) = 0.55). Overall, this study provides an objective approach to identify links between leaf level traits and canopy level processes and highlights the relevance of the dynamic nature of ecosystems. Synchronizing measurements of eddy covariance fluxes and plant traits in time and space is shown to be highly relevant to better understand the importance of intra‐ and interspecific trait variation on ecosystem functioning. John Wiley and Sons Inc. 2016-09-22 /pmc/articles/PMC5513259/ /pubmed/28725403 http://dx.doi.org/10.1002/ece3.2479 Text en © 2016 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Research
Musavi, Talie
Migliavacca, Mirco
van de Weg, Martine Janet
Kattge, Jens
Wohlfahrt, Georg
van Bodegom, Peter M.
Reichstein, Markus
Bahn, Michael
Carrara, Arnaud
Domingues, Tomas F.
Gavazzi, Michael
Gianelle, Damiano
Gimeno, Cristina
Granier, André
Gruening, Carsten
Havránková, Kateřina
Herbst, Mathias
Hrynkiw, Charmaine
Kalhori, Aram
Kaminski, Thomas
Klumpp, Katja
Kolari, Pasi
Longdoz, Bernard
Minerbi, Stefano
Montagnani, Leonardo
Moors, Eddy
Oechel, Walter C.
Reich, Peter B.
Rohatyn, Shani
Rossi, Alessandra
Rotenberg, Eyal
Varlagin, Andrej
Wilkinson, Matthew
Wirth, Christian
Mahecha, Miguel D.
Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title_full Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title_fullStr Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title_full_unstemmed Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title_short Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
title_sort potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513259/
https://www.ncbi.nlm.nih.gov/pubmed/28725403
http://dx.doi.org/10.1002/ece3.2479
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