Effect of climate on traits of dominant and rare tree species in the world's forests

  • Iris Hordijk*
  • , Lourens Poorter
  • , Jingjing Liang
  • , Peter B. Reich
  • , Sergio de-Miguel
  • , Gert Jan Nabuurs
  • , Javier G.P. Gamarra
  • , Han Y.H. Chen
  • , Mo Zhou
  • , Susan K. Wiser
  • , Hans Pretzsch
  • , Alain Paquette
  • , Nicolas Picard
  • , Bruno Hérault
  • , Jean Francois Bastin
  • , Giorgio Alberti
  • , Meinrad Abegg
  • , Yves C. Adou Yao
  • , Angelica M. Almeyda Zambrano
  • , Braulio V. Alvarado
  • Esteban Alvarez-Davila, Patricia Alvarez-Loayza, Luciana F. Alves, Iêda Amaral, Christian Ammer, Clara Antón-Fernández, Alejandro Araujo-Murakami, Luzmila Arroyo, Valerio Avitabile, Gerardo A. Aymard C, Timothy Baker, Olaf Banki, Jorcely Barroso, Meredith L. Bastian, Luca Birigazzi, Philippe Birnbaum, Robert Bitariho, Pascal Boeckx, Frans Bongers, Olivier Bouriaud, Pedro H.S. Brancalion, Susanne Brandl, Francis Q. Brearley, Roel Brienen, Eben N. Broadbent, Helge Bruelheide, Roberto Cazzolla Gatti, Ricardo G. Cesar, Goran Cesljar, Robin L. Chazdon, Chelsea Chisholm, Emil Cienciala, Connie J. Clark, David B. Clark, Gabriel Colletta, David Coomes, Fernando Cornejo Valverde, Jose J. Corral-Rivas, Philip Crim, Jonathan Cumming, Selvadurai Dayanandan, André L. de Gasper, Mathieu Decuyper, Géraldine Derroire, Ben DeVries, Ilija Djordjevic, Aurélie Dourdain, Jiri Dolezal, Nestor Laurier Engone Obiang, Brian Enquist, Teresa Eyre, Adandé Belarmain Fandohan, Tom M. Fayle, Leandro V. Ferreira, Ted R. Feldpausch, Leena Finér, Markus Fischer, Christine Fletcher, Lorenzo Frizzera, Damiano Gianelle, Henry B. Glick, David Harris, Andrew Hector, Andreas Hemp, John Herbohn, Annika Hillers, Eurídice N. Honorio Coronado, Cang Hui, Hyunkook Cho, Thomas Ibanez, Ilbin Jung, Nobuo Imai, Andrzej M. Jagodzinski, Bogdan Jaroszewicz, Vivian Johannsen, Carlos A. Joly, Tommaso Jucker, Viktor Karminov, Kuswata Kartawinata, Elizabeth Kearsley, David Kenfack, Deborah Kennard, Sebastian Kepfer-Rojas, Gunnar Keppel, Mohammed Latif Khan, Timothy Killeen, Hyun Seok Kim, Kanehiro Kitayama, Michael Köhl, Henn Korjus, Florian Kraxner, Diana Laarmann, Mait Lang, Simon Lewis, Huicui Lu, Natalia Lukina, Brian Maitner, Yadvinder Malhi, Eric Marcon, Beatriz Schwantes Marimon, Ben Hur Marimon-Junior, Andrew Robert Marshall, Emanuel Martin, Olga Martynenko, Jorge A. Meave, Omar Melo-Cruz, Casimiro Mendoza, Cory Merow, Stanislaw Miscicki, Abel Monteagudo Mendoza, Vanessa Moreno, Sharif A. Mukul, Philip Mundhenk, Maria G. Nava-Miranda, David Neill, Victor Neldner, Radovan Nevenic, Michael Ngugi, Pascal A. Niklaus, Jacek Oleksyn, Petr Ontikov, Edgar Ortiz-Malavasi, Yude Pan, Alexander Parada-Gutierrez, Elena Parfenova, Minjee Park, Marc Parren, Narayanaswamy Parthasarathy, Pablo L. Peri, Sebastian Pfautsch, Oliver L. Phillips, Maria Teresa Piedade, Daniel Piotto, Nigel C.A. Pitman, Martina Pollastrini, Irina Polo, Axel Dalberg Poulsen, John R. Poulsen, Freddy Ramirez Arevalo, Zorayda Restrepo-Correa, Mirco Rodeghiero, Samir Rolim, Anand Roopsind, Francesco Rovero, Ervan Rutishauser, Purabi Saikia, Christian Salas-Eljatib, Peter Schall, Dmitry Schepaschenko, Michael Scherer-Lorenzen, Bernhard Schmid, Jochen Schöngart, Eric B. Searle, Vladimír Seben, Federico Selvi, Josep M. Serra-Diaz, Douglas Sheil, Anatoly Shvidenko, Javier Silva-Espejo, Marcos Silveira, James Singh, Plinio Sist, Ferry Slik, Bonaventure Sonké, Alexandre F. Souza, Hans ter Steege, Krzysztof Stereńczak, Jens Christian Svenning, Miroslav Svoboda, Ben Swanepoel, Natalia Targhetta, Nadja Tchebakova, Raquel Thomas, Elena Tikhonova, Peter Umunay, Vladimir Usoltsev, Renato Valencia, Fernando Valladares, Fons van der Plas, Tran Van Do, Michael E. Van Nuland, Rodolfo Vasquez Martinez, Hans Verbeeck, Helder Viana, Alexander C. Vibrans, Simone Vieira, Klaus von Gadow, Hua Feng Wang, James Watson, Gijsbert D.A. Werner, Florian Wittmann, Verginia Wortel, Roderick Zagt, Tomasz Zawila-Niedzwiecki, Chunyu Zhang, Xiuhai Zhao, Zhi Xin Zhu, Irie Casimir Zo-Bi, Daniel S. Maynard, Thomas W. Crowther
*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Species' traits and environmental conditions determine the abundance of tree species across the globe. The extent to which traits of dominant and rare tree species differ remains untested across a broad environmental range, limiting our understanding of how species traits and the environment shape forest functional composition. We use a global dataset of tree composition of >22,000 forest plots and 11 traits of 1663 tree species to ask how locally dominant and rare species differ in their trait values, and how these differences are driven by climatic gradients in temperature and water availability in forest biomes across the globe. We find three consistent trait differences between locally dominant and rare species across all biomes; dominant species are taller, have softer wood and higher loading on the multivariate stem strategy axis (related to narrow tracheids and thick bark). The difference between traits of dominant and rare species is more strongly driven by temperature compared to water availability, as temperature might affect a larger number of traits. Therefore, climate change driven global temperature rise may have a strong effect on trait differences between dominant and rare tree species and may lead to changes in species abundances and therefore strong community reassembly.
Original languageEnglish
Article number4773
Number of pages15
JournalNature Communications
Volume16
Issue number1
DOIs
Publication statusPublished - 22 May 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

Funding

This research has been funded by a grant from DOB Ecology. Swiss National Science Foundation, Ambizione grant #PZ00P3_193612 to DSM. JCS considers this work a contribution to Centre for Ecological Dynamics in a Novel Biosphere (ECONOVO), funded by Danish National Research Foundation (grant DNRF173), and his VILLUM Investigator project "Biodiversity Dynamics in a ChangingWorld", funded by VILLUM FONDEN (grant 16549). The GFBI data from New Zealand were drawn from the Natural Forest plot data collected between January 2009 and March 2014 by the LUCAS programme for the New Zealand Ministry for the Environment and sourced fromtheNewZealand National Vegetation Survey Databank'. Russian Science Foundation Project 21-46-07002 for the plot data collected in the Krasnoyarsk region. Data from National Forest Inventory of Instituto de Conservacao da Natureza (ICNF). FCT -Portuguese Foundation for Science and Technology, Project UIDB/04033/2020. GFBi plot data collection in the Sao Francisco de Paula National Forest, Rio Grande do Sul, Brazil was financed by Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq)(project 520053/1998-2). ReVaTene project is funded by the Education and Research Ministry of Cote d'Ivoire, as part of the Debt Reduction-Development Contracts (C2Ds) managed by IRD GFBI data from southern Ethiopia were collected with funding from the International Climate Initiative (IKI) of the German Federal Ministry for the Environment, Nature Conservation, Building and Nuclear Safety (BMU) (IKI-1 project number 09 II 066ETH A Kaffeewalder). GFBI data from Atlantic Forest, Brazil, was funded by the State of Sao Paulo Research Foundation (FAPESP 03/12595-7) as part of the BIOTA Programme. COTEC/IF 41.065/2005 and IBAMA/CGEN 093/2005 granted permits to establish the permanent plots and collect data. The Exploratory plots of FunDiv-EUROPE (with sites in Germany, Finland, Poland, Romania, Italy and Spain) received funding from the European Union Seventh Framework Programme (FP7/2007-2013) under grant agreement 265171. Permission to work in the MAWAS region of Indonesia: the BOS Foundation, the Indonesian Institute of Sciences (LIPI), the Direktorat FasilitasiOrganisasi Politik dan Kemasyarakatan, Departamen Dalam Negri, and the BKSDA Palangkaraya. Funding sources: The American Society of Primatologists, the Duke University Graduate School, the L.S.B. Leakey Foundation, the National Science Foundation (Grant no. 0452995), and the Wenner-Gren Foundation for Anthropological Research (Grant No. 7330). This study was supported by the National Natural Science Foundation of China (31800374), Shandong Provincial Natural Science Foundation (ZR2019BC083) The Spanish Agency for International Development Cooperation [Agencia Espanola de Cooperacion Internacional para el Desarrollo (AECID)] and Fundacion Biodiversidad, in cooperation with the governments of Syria and Lebanon. Projects D/9170/07, D/018222/08, D/023225/09 and D/032548/10 funded by the Spanish Agency for International Development Cooperation [Agencia Espanola de Cooperacion Internacional para el Desarrollo (AECID)] and Fundacion Biodiversidad, in cooperation with the Universidad Mayor de San Simon (UMSS), the FOMABO (Manejo Forestal en las Tierras Tropicales de Bolivia) project and CIMAL (Compania Industrial Maderera Ltda.). All persons who made the Third Spanish Forest Inventory possible, especially themain coordinator, J. A. Villanueva (IFN3) The German Research Foundation (DFG) Priority Programme 1374 -Biodiversity Exploratories. Research was supported by APVV 20-0168 from the Slovak Research and Development Agency EC acknowledges funding from the project AdAgriF-Advanced methods of greenhouse gases emission reduction and sequestration in agriculture and forest landscape for climate change mitigation (CZ.02.01.01/00/22_008/0004635) We acknowledge collaboration with the International Boreal Forest Research Association (IBFRA, http://ibfra.org).We thank the Ministere des Forets, de la Faune et des Parcs duQuebec for access to their database of permanent sample plots. We thank the Amazon Forest Inventory Network (RAINFOR), the African Tropical Rainforest Observation Network, and the ForestPlots.net initiative for their contributions from Amazonian and African forests. These were supported by many projects, including an ERC Advanced Grant 291585 ("T-FORCES") and a Royal SocietyWolfson Research Merit Award to O.L.P.; RAINFOR plots were additionally supported by the Gordon and Betty Moore Foundation and the UK Natural Environment Research Council (NERC), notably NERC Consortium GrantsAMAZONICA (NE/F005806/1), TROBIT (NE/D005590/1), and BIORED (NE/N012542/1). This study was supported by GACR project 2127454S from the Czech Science Foundation. Financial support from DBT, Govt. of India, through the project 'Mapping and quantitative assessment of geographic distribution and population status of plant resources of Eastern Himalayan region' is highly acknowledged. (Reference no. BT/PR7928/NDB/52/9/2006 dated 29.09.2006). Financial support from the Monafor network in Mexico was funded by many projects, including the National Forestry Commission (CONAFOR), Council of Science and Technology of the State of Durango (COCYTED), the Natural Environment Research Council, UK (NERC; NE/T011084/1), and local support of Ejidos and Comunidades. The French National Forest Inventory (NFI campaigns, raw data 2005 and following annual surveys) were downloaded by GFBI at https://inventaire-forestier.ign.fr/spip.php?rubrique159 (site accessed on 1 January 2015); the Italian Forest Inventory (2005 and 2015) were downloaded by GFBI at https://inventarioforestale.org/.GA was supported by Italian National Recovery Plan through the National Biodiversity Future Centre. Financial support from the Czech Science Foundation (Project no. 21-26883S). Plots in Mato Grosso, Brazil, were supported by the National Council for Scientific and Technological Development (CNPq), PELD-TRAN 441244/20165 and 441572/2020-0, and Mato Grosso State Research Support Foundation (FAPEMAT) -0346321/2021. C.A.J. and S.V. acknowledge support from the Brazilian National Research Council/CNPq (PELD process 403710/2012-0); NERC and the State of Sao Paulo Research Foundation/FAPESP as part of the projects Functional Gradient, PELD/BIOTA and ECOFOR (processes 2003/12595-7, 2012/51509-8 and 2012/51872-5, within the BIOTA/FAPESP Programme (www.biota.org.br); COTEC/IF 002.766/2013 and 010.631/2013 permits. H.Y.H.C. acknowledges the support from NSERC (RGPIN-2019-05109 and STPGP428641) and the Canada Foundation for Innovation and Ontario Research Fund (CFI36014). K.S. acknowledges the support of data acqusition from project: "LIFE+ ForBioSensing PL Comprehensive monitoring of stand dynamics in Bialowieza Forest supported with remote sensing techniques" which is co-funded by the EU Life Plus programme (contract number LIFE13 ENV/PL/000048) and The National Fund for Environmental Protection and Water Management in Poland (contract number 485/2014/WN10/OP-NM-LF/D) OB was supported by Romania National Council for Higher Education Funding, CNFIS, project number CNFISFDI-2024-F-0155. TMFwas supported by a grant from the Czech Science Foundation (19-14620S). GFBi plot data collection in Santa Catarina, Brazil (FlorestaSC), was financed by Conselho Nacional de Desenvolvimento Cientifico e Tecnologico; FAPESC; SEMAE; FAO; SFB. RLC monitoring plots data in Costa Rica was supported by grants from the Andrew W. Mellon Foundation, the USNational Science Foundation (NSF DEB-0424767, NSF DEB-0639393 and NSF DEB-1147429), US NASA Terrestrial Ecology Programme, and the University of Connecticut Research Foundation.

FundersFunder number
DOB Ecology
Swiss National Science Foundation
Ambizione grantPZ00P3_193612
Danish National Research FoundationDNRF173
VILLUM FONDEN16549
LUCAS programme for the New Zealand Ministry for the Environment
Russian Science Foundation Project21-46-07002
National Forest Inventory of Instituto de Conservacao da Natureza (ICNF)
FCT -Portuguese Foundation for Science and TechnologyUIDB/04033/2020
Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPq)520053/1998-2
Education and Research Ministry of Cote d'Ivoire, as part of the Debt Reduction-Development Contracts (C2Ds)
International Climate Initiative (IKI) of the German Federal Ministry for the Environment, Nature Conservation, Building and Nuclear Safety (BMU)09 II 066ETH A
State of Sao Paulo Research FoundationFAPESP 03/12595-7, COTEC/IF 41.065/2005
(Romania, Italy and Spain)
European Union265171
BOS Foundation
American Society of Primatologists
Duke University Graduate School
L.S.B. Leakey Foundation
National Science Foundation0452995
Wenner-Gren Foundation for Anthropological Research7330
National Natural Science Foundation of China31800374
Shandong Provincial Natural Science FoundationZR2019BC083
Spanish Agency for International Development Cooperation [Agencia Espanola de Cooperacion Internacional para el Desarrollo (AECID)]
Fundacion Biodiversidad
Universidad Mayor de San Simon (UMSS)
FOMABO
CIMAL (Compania Industrial Maderera Ltda)
German Research Foundation (DFG)APVV 20-0168
Slovak Research and Development Agency ECCZ.02.01.01/00/22_008/0004635
Amazon Forest Inventory Network (RAINFOR)
African Tropical Rainforest Observation Network
ERC291585 ("T-FORCES)
Gordon and Betty Moore Foundation
UK Natural Environment Research Council (NERC)
NERC ConsortiumNE/F005806/1, NE/D005590/1, NE/N012542/1
GACR2127454S
Czech Science Foundation19-14620S
DBTBT/PR7928/NDB/52/9/2006
National Forestry Commission
Council of Science and Technology of the State of Durango (COCYTED)
Natural Environment Research Council, UK (NERC)NE/T011084/1
Italian National Recovery Plan through the National Biodiversity Future Centre
National Council for Scientific and Technological Development (CNPq)PELD-TRAN 441244/20165, 441572/2020-0
Mato Grosso State Research Support Foundation (FAPEMAT)-0346321/2021
Brazilian National Research Council/CNPq403710/2012-0
NERC
State of Sao Paulo Research Foundation/FAPESP
ECOFOR2003/12595-7, 2012/51509-8, 2012/51872-5
BIOTA/FAPESP ProgrammeCOTEC/IF 002.766/2013
NSERCRGPIN-2019-05109, STPGP428641
Canada Foundation for Innovation and Ontario Research FundCFI36014
EU Life Plus programmeLIFE13 ENV/PL/000048
National Fund for Environmental Protection and Water Management in Poland485/2014/WN10/OP-NM-LF/D
Romania National Council for Higher Education FundingCNFISFDI-2024-F-0155
Conselho Nacional de Desenvolvimento Cientifico e Tecnologico
FAPESC
Andrew W. Mellon Foundation
USNational Science FoundationNSF DEB-0424767
NSFDEB-1147429
US NASA Terrestrial Ecology Programme
University of Connecticut Research Foundation

    Keywords

    • Interspecific variation
    • Functional trait
    • Wood density
    • Scots pine
    • Leaf-area
    • Plant
    • Diversity
    • Temperature
    • Height
    • Biomass

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