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The three major axes of terrestrial ecosystem function

Mirco Migliavacca (), Talie Musavi, Miguel D. Mahecha, Jacob A. Nelson, Jürgen Knauer, Dennis D. Baldocchi, Oscar Perez-Priego, Rune Christiansen, Jonas Peters, Karen Anderson, Michael Bahn, T. Andrew Black, Peter D. Blanken, Damien Bonal, Nina Buchmann, Silvia Caldararu, Arnaud Carrara, Nuno Carvalhais, Alessandro Cescatti, Jiquan Chen, Jamie Cleverly, Edoardo Cremonese, Ankur R. Desai, Tarek S. El-Madany, Martha M. Farella, Marcos Fernández-Martínez, Gianluca Filippa, Matthias Forkel, Marta Galvagno, Ulisse Gomarasca, Christopher M. Gough, Mathias Göckede, Andreas Ibrom, Hiroki Ikawa, Ivan A. Janssens, Martin Jung, Jens Kattge, Trevor F. Keenan, Alexander Knohl, Hideki Kobayashi, Guido Kraemer, Beverly E. Law, Michael J. Liddell, Xuanlong Ma, Ivan Mammarella, David Martini, Craig Macfarlane, Giorgio Matteucci, Leonardo Montagnani, Daniel E. Pabon-Moreno, Cinzia Panigada, Dario Papale, Elise Pendall, Josep Penuelas, Richard P. Phillips, Peter B. Reich, Micol Rossini, Eyal Rotenberg, Russell L. Scott, Clement Stahl, Ulrich Weber, Georg Wohlfahrt, Sebastian Wolf, Ian J. Wright, Dan Yakir, Sönke Zaehle and Markus Reichstein ()
Additional contact information
Mirco Migliavacca: Max Planck Institute for Biogeochemistry
Talie Musavi: Max Planck Institute for Biogeochemistry
Miguel D. Mahecha: Max Planck Institute for Biogeochemistry
Jacob A. Nelson: Max Planck Institute for Biogeochemistry
Jürgen Knauer: CSIRO Oceans and Atmosphere
Dennis D. Baldocchi: University of California, Berkeley
Oscar Perez-Priego: University of Cordoba
Rune Christiansen: University of Copenhagen
Jonas Peters: University of Copenhagen
Karen Anderson: University of Exeter
Michael Bahn: University of Innsbruck
T. Andrew Black: Faculty of Land and Food Systems
Peter D. Blanken: University of Colorado
Damien Bonal: Université de Lorraine, AgroParisTech, INRAE, UMR Silva
Nina Buchmann: ETH Zurich
Silvia Caldararu: Max Planck Institute for Biogeochemistry
Arnaud Carrara: Fundación Centro de Estudios Ambientales del Mediterráneo (CEAM)
Nuno Carvalhais: Max Planck Institute for Biogeochemistry
Alessandro Cescatti: Joint Research Centre (JRC)
Jiquan Chen: Michigan State University
Jamie Cleverly: University of Technology Sydney
Edoardo Cremonese: Environmental Protection Agency of Aosta Valley
Ankur R. Desai: University of Wisconsin-Madison
Tarek S. El-Madany: Max Planck Institute for Biogeochemistry
Martha M. Farella: Indiana University
Marcos Fernández-Martínez: University of Antwerp
Gianluca Filippa: Environmental Protection Agency of Aosta Valley
Matthias Forkel: TU Dresden
Marta Galvagno: Environmental Protection Agency of Aosta Valley
Ulisse Gomarasca: Max Planck Institute for Biogeochemistry
Christopher M. Gough: Virginia Commonwealth University
Mathias Göckede: Max Planck Institute for Biogeochemistry
Andreas Ibrom: Technical University of Denmark (DTU)
Hiroki Ikawa: National Agriculture and Food Research Organization
Ivan A. Janssens: University of Antwerp
Martin Jung: Max Planck Institute for Biogeochemistry
Jens Kattge: Max Planck Institute for Biogeochemistry
Trevor F. Keenan: University of California, Berkeley
Alexander Knohl: University of Goettingen
Hideki Kobayashi: Japan Agency for Marine-Earth Science and Technology (JAMSTEC)
Guido Kraemer: Leipzig University
Beverly E. Law: Oregon State University
Michael J. Liddell: James Cook University
Xuanlong Ma: Lanzhou University
Ivan Mammarella: University of Helsinki
David Martini: Max Planck Institute for Biogeochemistry
Craig Macfarlane: CSIRO Land and Water
Giorgio Matteucci: Istituto per la BioEconomia (CNR – IBE)
Leonardo Montagnani: Libera Universita’ di Bolzano
Daniel E. Pabon-Moreno: Max Planck Institute for Biogeochemistry
Cinzia Panigada: University of Milano-Bicocca
Dario Papale: University of Tuscia
Elise Pendall: Western Sydney University
Josep Penuelas: CSIC, Global Ecology Unit CREAF-CSIC-UAB
Richard P. Phillips: Indiana University
Peter B. Reich: Western Sydney University
Micol Rossini: University of Milano-Bicocca
Eyal Rotenberg: Weizmann Institute of Science
Russell L. Scott: USDA Agricultural Research Service
Clement Stahl: Université des Antilles, Université de Guyane
Ulrich Weber: Max Planck Institute for Biogeochemistry
Georg Wohlfahrt: University of Innsbruck
Sebastian Wolf: ETH Zurich
Ian J. Wright: Western Sydney University
Dan Yakir: Weizmann Institute of Science
Sönke Zaehle: Max Planck Institute for Biogeochemistry
Markus Reichstein: Max Planck Institute for Biogeochemistry

Nature, 2021, vol. 598, issue 7881, 468-472

Abstract: Abstract The leaf economics spectrum1,2 and the global spectrum of plant forms and functions3 revealed fundamental axes of variation in plant traits, which represent different ecological strategies that are shaped by the evolutionary development of plant species2. Ecosystem functions depend on environmental conditions and the traits of species that comprise the ecological communities4. However, the axes of variation of ecosystem functions are largely unknown, which limits our understanding of how ecosystems respond as a whole to anthropogenic drivers, climate and environmental variability4,5. Here we derive a set of ecosystem functions6 from a dataset of surface gas exchange measurements across major terrestrial biomes. We find that most of the variability within ecosystem functions (71.8%) is captured by three key axes. The first axis reflects maximum ecosystem productivity and is mostly explained by vegetation structure. The second axis reflects ecosystem water-use strategies and is jointly explained by variation in vegetation height and climate. The third axis, which represents ecosystem carbon-use efficiency, features a gradient related to aridity, and is explained primarily by variation in vegetation structure. We show that two state-of-the-art land surface models reproduce the first and most important axis of ecosystem functions. However, the models tend to simulate more strongly correlated functions than those observed, which limits their ability to accurately predict the full range of responses to environmental changes in carbon, water and energy cycling in terrestrial ecosystems7,8.

Date: 2021
References: Add references at CitEc
Citations: View citations in EconPapers (6)

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DOI: 10.1038/s41586-021-03939-9

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