Global patterns and environmental drivers of forest functional composition

Elise Bouchard, Eric B. Searle, Pierre Drapeau, Jingjing Liang, Javier G.P. Gamarra, Meinrad Abegg, Giorgio Alberti, Angelica Almeyda Zambrano, Esteban Alvarez-Davila, Luciana F. Alves, Valerio Avitabile, Gerardo Aymard, Jean François Bastin, Philippe Birnbaum, Frans Bongers, Olivier Bouriaud, Pedro Brancalion, Eben Broadbent, Filippo Bussotti, Roberto Cazzolla GattiGoran Češljar, Chelsea Chisholm, Emil Cienciala, Connie J. Clark, José Javier Corral-Rivas, Thomas W. Crowther, Selvadurai Dayanandan, Mathieu Decuyper, André L. de Gasper, Sergio de-Miguel, Géraldine Derroire, Ben DeVries, Ilija Djordjević, Tran Van Do, Jiri Dolezal, Tom M. Fayle, Jonas Fridman, Lorenzo Frizzera, Damiano Gianelle, Andreas Hemp, Bruno Hérault, Martin Herold, Nobuo Imai, Andrzej M. Jagodziński, Bogdan Jaroszewicz, Tommaso Jucker, Sebastian Kepfer-Rojas, Gunnar Keppel, Mohammed Latif Khan, Hyun Seok Kim, Henn Korjus, Florian Kraxner, Diana Laarmann, Simon Lewis, Huicui Lu, Brian S. Maitner, Eric Marcon, Andrew R. Marshall, Sharif A. Mukul, Gert Jan Nabuurs, María Guadalupe Nava-Miranda, Elena I. Parfenova, Minjee Park, Pablo L. Peri, Sebastian Pfautsch, Oliver L. Phillips, Maria Teresa F. Piedade, Daniel Piotto, John R. Poulsen, Axel Dalberg Poulsen, Hans Pretzsch, Peter B. Reich, Mirco Rodeghiero, Samir Rolim, Francesco Rovero, Purabi Saikia, Christian Salas-Eljatib, Peter Schall, Dmitry Schepaschenko, Jochen Schöngart, Vladimír Šebeň, Plinio Sist, Ferry Slik, Alexandre F. Souza, Krzysztof Stereńczak, Miroslav Svoboda, Nadezhda M. Tchebakova, Hans ter Steege, Elena V. Tikhonova, Vladimir A. Usoltsev, Fernando Valladares, Helder Viana, Alexander C. Vibrans, Hua Feng Wang, Bertil Westerlund, Susan K. Wiser, Florian Wittmann, Verginia Wortel, Tomasz Zawiła-Niedźwiecki, Mo Zhou, Zhi Xin Zhu, Irié C. Zo-Bi, Alain Paquette

Research output: Contribution to journalArticlepeer-review

2 Scopus citations


Aim: To determine the relationships between the functional trait composition of forest communities and environmental gradients across scales and biomes and the role of species relative abundances in these relationships. Location: Global. Time period: Recent. Major taxa studied: Trees. Methods: We integrated species abundance records from worldwide forest inventories and associated functional traits (wood density, specific leaf area and seed mass) to obtain a data set of 99,953 to 149,285 plots (depending on the trait) spanning all forested continents. We computed community-weighted and unweighted means of trait values for each plot and related them to three broad environmental gradients and their interactions (energy availability, precipitation and soil properties) at two scales (global and biomes). Results: Our models explained up to 60% of the variance in trait distribution. At global scale, the energy gradient had the strongest influence on traits. However, within-biome models revealed different relationships among biomes. Notably, the functional composition of tropical forests was more influenced by precipitation and soil properties than energy availability, whereas temperate forests showed the opposite pattern. Depending on the trait studied, response to gradients was more variable and proportionally weaker in boreal forests. Community unweighted means were better predicted than weighted means for almost all models. Main conclusions: Worldwide, trees require a large amount of energy (following latitude) to produce dense wood and seeds, while leaves with large surface to weight ratios are concentrated in temperate forests. However, patterns of functional composition within-biome differ from global patterns due to biome specificities such as the presence of conifers or unique combinations of climatic and soil properties. We recommend assessing the sensitivity of tree functional traits to environmental changes in their geographic context. Furthermore, at a given site, the distribution of tree functional traits appears to be driven more by species presence than species abundance.

Original languageEnglish (US)
Pages (from-to)303-324
Number of pages22
JournalGlobal Ecology and Biogeography
Issue number2
StatePublished - Feb 2024

Bibliographical note

Publisher Copyright:
© 2023 The Authors. Global Ecology and Biogeography published by John Wiley & Sons Ltd.


  • biogeography
  • climate
  • environmental gradients
  • functional traits
  • seed mass
  • species abundance
  • specific leaf area
  • trees
  • wood density


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