Abstract
| Original language | English |
|---|---|
| Article number | 4773 |
| Number of pages | 15 |
| Journal | Nature Communications |
| Volume | 16 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 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.
| Funders | Funder number |
|---|---|
| DOB Ecology | |
| Swiss National Science Foundation | |
| Ambizione grant | PZ00P3_193612 |
| Danish National Research Foundation | DNRF173 |
| VILLUM FONDEN | 16549 |
| LUCAS programme for the New Zealand Ministry for the Environment | |
| Russian Science Foundation Project | 21-46-07002 |
| National Forest Inventory of Instituto de Conservacao da Natureza (ICNF) | |
| FCT -Portuguese Foundation for Science and Technology | UIDB/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 Foundation | FAPESP 03/12595-7, COTEC/IF 41.065/2005 |
| (Romania, Italy and Spain) | |
| European Union | 265171 |
| BOS Foundation | |
| American Society of Primatologists | |
| Duke University Graduate School | |
| L.S.B. Leakey Foundation | |
| National Science Foundation | 0452995 |
| Wenner-Gren Foundation for Anthropological Research | 7330 |
| National Natural Science Foundation of China | 31800374 |
| Shandong Provincial Natural Science Foundation | ZR2019BC083 |
| 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 EC | CZ.02.01.01/00/22_008/0004635 |
| Amazon Forest Inventory Network (RAINFOR) | |
| African Tropical Rainforest Observation Network | |
| ERC | 291585 ("T-FORCES) |
| Gordon and Betty Moore Foundation | |
| UK Natural Environment Research Council (NERC) | |
| NERC Consortium | NE/F005806/1, NE/D005590/1, NE/N012542/1 |
| GACR | 2127454S |
| Czech Science Foundation | 19-14620S |
| DBT | BT/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/CNPq | 403710/2012-0 |
| NERC | |
| State of Sao Paulo Research Foundation/FAPESP | |
| ECOFOR | 2003/12595-7, 2012/51509-8, 2012/51872-5 |
| BIOTA/FAPESP Programme | COTEC/IF 002.766/2013 |
| NSERC | RGPIN-2019-05109, STPGP428641 |
| Canada Foundation for Innovation and Ontario Research Fund | CFI36014 |
| EU Life Plus programme | LIFE13 ENV/PL/000048 |
| National Fund for Environmental Protection and Water Management in Poland | 485/2014/WN10/OP-NM-LF/D |
| Romania National Council for Higher Education Funding | CNFISFDI-2024-F-0155 |
| Conselho Nacional de Desenvolvimento Cientifico e Tecnologico | |
| FAPESC | |
| Andrew W. Mellon Foundation | |
| USNational Science Foundation | NSF DEB-0424767 |
| NSF | DEB-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