Evidence map›Paper›PMID 40044867›Full record

ArticleNature2025

Canopy functional trait variation across Earth's tropical forests.

Jesús Aguirre-Gutiérrez, Sami W Rifai, Xiongjie Deng, Hans Ter Steege, Eleanor Thomson, Jose Javier Corral-Rivas, Aretha Franklin Guimaraes, Sandra Muller, Joice Klipel, Sophie Fauset and 109 more

Abstract read
In one paragraph

Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

119 authors.

Jesús Aguirre-GutiérrezEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK. jeaggu@gmail.com.ORCID 0000-0001-9190-3229
Sami W RifaiSchool of Biological Sciences, University of Adelaide, Adelaide, South Australia, Australia.ORCID 0000-0003-3400-8601
Xiongjie DengEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.ORCID 0000-0002-7451-9732
Hans Ter SteegeNaturalis Biodiversity Center, Leiden, The Netherlands.ORCID 0000-0002-8738-2659
Eleanor ThomsonEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
Jose Javier Corral-RivasFacultad de Ciencias Forestales y Ambientales, Universidad Juárez del Estado de Durango, Durango, Mexico.
Aretha Franklin GuimaraesCoordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.ORCID 0000-0003-0375-1945
Sandra MullerPlant Ecology Lab, Ecology Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.ORCID 0000-0002-6316-2897
Joice KlipelPlant Ecology Lab, Ecology Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.ORCID 0000-0003-3936-9692
Sophie FausetSchool of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK.ORCID 0000-0003-4246-1828
Angelica F ResendeDepartment of Forest Sciences, Luiz de Queiroz College of Agriculture, University of São Paulo (USP/ESALQ), Piracicaba, Brazil.
Göran WallinEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.ORCID 0000-0002-5359-1102
Carlos A JolyDepartamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, Brazil.ORCID 0000-0002-7945-2805
Katharine AbernethyBiological and Environmental Sciences, University of Stirling, Stirling, UK.ORCID 0000-0002-0393-9342
Stephen Adu-BreduCSIR-Forestry Research Institute of Ghana, Kumasi, Ghana.ORCID 0000-0001-7487-7911
Celice Alexandre SilvaUniversidade do Estado de Mato Grosso, Tangará da Serra, Brazil.
Edmar Almeida de OliveiraPPG Ecology and Conservation, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.ORCID 0000-0002-6446-3376
Danilo R A AlmeidaDepartment of Forest Sciences, Luiz de Queiroz College of Agriculture, University of São Paulo (USP/ESALQ), Piracicaba, Brazil.
Esteban Alvarez-DavilaEscuela de Ciencias Agrícolas, Pecuarias y Ambientales - ECAPMA, Universidad Nacional Abierta y a Distancia, Bogota, Colombia.
Gregory P AsnerCenter for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ, USA.ORCID 0000-0001-7893-6421
Timothy R BakerSchool of Geography, University of Leeds, Leeds, UK.ORCID 0000-0002-3251-1679
Maíra BenchimolLaboratório de Ecologia Aplicada à Conservacão, Departamento de Ciências Biológicas, Universidade Estadual de Santa Cruz, Ilhéus, Brazil.ORCID 0000-0002-1238-1619
Lisa Patrick BentleyDepartment of Biology, Sonoma State University, Rohnert Park, CA, USA.ORCID 0000-0002-6180-8842
Erika BerenguerEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.ORCID 0000-0001-8157-8792
Lilian BlancForêts et Sociétés, Université de Montpellier, CIRAD, Montpellier, France.ORCID 0000-0003-3605-4230
Damien BonalINRAE, Université de Lorraine, AgroParisTech, UMR Silva, Nancy, France.ORCID 0000-0001-9602-8603
Kauane BordinDepartment of Ecology, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.ORCID 0000-0003-3871-6293
Robson Borges de LimaLaboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.ORCID 0000-0001-5915-4045
Sabine BothEnvironmental and Rural Science, University of New England, Armidale, New South Wales, Australia.ORCID 0000-0003-4437-5106
Jaime Cabezas DuarteJardín Botánico de Bogotá, Bogotá, Colombia.ORCID 0000-0001-6669-5085
Domingos CardosoInstituto de Biologia, Universidade Federal da Bahia, Salvador, Brazil.
Haroldo C de LimaInstituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, Brazil.
Larissa CavalheiroUniversidade Federal de Mato Grosso, Sinop, Brazil.
Lucas A CernusakCollege of Science and Engineering, James Cook University, Cairns, Queensland, Australia.ORCID 0000-0002-7575-5526
Nayane Cristina C Dos Santos PrestesPPG Ecology and Conservation, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.
Antonio Carlos da Silva ZanziniDepartamento de Engenharia Florestal, Universidade Federal de Lavras, Lavras, Brazil.
Ricardo José da SilvaUniversidade do Estado de Mato Grosso, Tangará da Serra, Brazil.
Robson Dos Santos Alves da SilvaUniversidade do Estado de Mato Grosso, Tangará da Serra, Brazil.ORCID 0000-0002-4393-559X
Mariana de Andrade IguatemyInstituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0003-3820-9339
Tony César De Sousa OliveiraInstitute of Biogeosciences, IBG2: Plant Sciences, Forschungszentrum Jülich GmbH, Jülich, Germany.ORCID 0000-0001-6209-3829
Benjamin DechantGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID 0000-0001-5171-2364
Géraldine DerroireForêts et Sociétés, Université de Montpellier, CIRAD, Montpellier, France.ORCID 0000-0001-7239-2881
Kyle G DexterRoyal Botanic Garden Edinburgh, Edinburgh, UK.ORCID 0000-0001-9232-5221
Domingos J RodriguesUniversidade Federal de Mato Grosso, Sinop, Brazil.ORCID 0000-0002-8360-2036
Mário Espírito-SantoDepartamento de Biologia Geral, Universidade Estadual de Montes Claros, Montes Claros, Brazil.ORCID 0000-0001-8274-3075
Letícia Fernandes SilvaUniversidade Paulista, Polo Rio Branco, Brazil.ORCID 0000-0003-2680-6398
Tomas Ferreira DominguesFaculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Ribeirão Preto, Brazil.ORCID 0000-0003-2857-9838
Joice FerreiraEmbrapa Amazônia Oriental, Belém, Brazil.
Marcelo Fragomeni SimonEmbrapa Recursos Genéticos e Biotecnologia, Brasília, Brazil.ORCID 0000-0002-5732-1716
Cécile A J GirardinEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
Bruno HéraultForêts et Sociétés, Université de Montpellier, CIRAD, Montpellier, France.ORCID 0000-0002-6950-7286
Kathryn J JefferyBiological and Environmental Sciences, University of Stirling, Stirling, UK.ORCID 0000-0002-2632-0008
Sreejith Kalpuzha AshtamoorthyForest Ecology Department, KSCSTE-Kerala Forest Research Institute, Kerala, India.ORCID 0000-0002-6268-3973
Arunkumar Kavidapadinjattathil SivadasanForest Ecology Department, KSCSTE-Kerala Forest Research Institute, Kerala, India.ORCID 0009-0003-8261-6094
Bente KlitgaardDepartment for Accelerated Taxonomy, Royal Botanic Gardens, Kew, Richmond, UK.ORCID 0000-0002-8509-0556
William F LauranceCollege of Science and Engineering, James Cook University, Cairns, Queensland, Australia.ORCID 0000-0003-4430-9408
Maurício Lima DanCentro de Pesquisa, Desenvolvimento e Inovação Sul, Instituto Capixaba de Pesquisa, Assistência Técnica e Extensão Rural, Cachoeiro de Itapemirim, Brazil.ORCID 0000-0002-1483-081X
William E MagnussonCoordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.ORCID 0000-0003-1988-3950
Eduardo Malta Campos-FilhoInstituto Socioambiental, São Paulo, Brazil.ORCID 0000-0002-9496-3400
Rubens Manoel Dos SantosLaboratório de Fitogeografia e Ecologia Evolutiva, Departamento de Ciências Florestais, Universidade Federal de Lavras, Lavras, Brazil.
Angelo Gilberto ManzattoDepartamento de Biologia, Universidade Federal de Rondônia, Porto Velho, Brazil.ORCID 0000-0002-6414-8966
Marcos SilveiraCentro de Ciências Biológicas e da Natureza, Universidade Federal do Acre, Rio Branco, Brazil.ORCID 0000-0003-0485-7872
Ben Hur Marimon-JuniorLaboratório de Ecologia Vegetal (LABEV), Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.ORCID 0000-0002-6359-6281
Roberta E MartinCenter for Global Discovery and Conservation Science, Arizona State University, Tempe, AZ, USA.ORCID 0000-0003-3509-8530
Daniel Luis Mascia VieiraEmbrapa Recursos Genéticos e Biotecnologia, Brasília, Brazil.ORCID 0000-0002-2709-5308
Thiago MetzkerIBAM-Instituto Bem Ambiental, Belo Horizonte, Brazil.ORCID 0000-0003-3205-2887
William MillikenRoyal Botanic Gardens, Kew, Richmond, UK.ORCID 0000-0002-3926-6661
Peter MoonlightBotany, School of Natural Sciences, Trinity College Dublin, Dublin, Ireland.
Marina Maria Moraes de SeixasEmbrapa Amazônia Oriental, Belém, Brazil.
Paulo S MorandiPrograma de Pós-graduação em Ecologia e Conservação, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.ORCID 0000-0001-8151-7738
Robert MuscarellaPlant Ecology and Evolution, Department of Ecology and Genetics, Uppsala University, Uppsala, Sweden.
María Guadalupe Nava-MirandaColegio de Ciencias y Humanidades, Universidad Juárez del Estado de Durango, Durango, Mexico.ORCID 0000-0001-5983-2053
Brigitte NyirambangutseGlobal Green Growth Institute, Rwanda Program, Kigali, Rwanda.ORCID 0000-0002-4395-7641
Jhonathan Oliveira SilvaColegiado de Ecologia, Universidade Federal do Vale do São Francisco (UNIVASF), Senhor do Bonfim, Brazil.ORCID 0000-0001-9893-7501
Imma Oliveras MenorEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
Pablo José Francisco Pena RodriguesInstituto de Pesquisas Jardim Botânico do Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0001-8054-3643
Cinthia Pereira de OliveiraLaboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.
Lucas Pereira ZanziniDepartamento de Engenharia Florestal, Universidade do Estado de Mato Grosso, Caceres, Brazil.
Carlos A PeresSchool of Environmental Sciences, University of East Anglia, Norwich, UK.ORCID 0000-0002-1588-8765
Vignesh PunjayilForest Ecology Department, KSCSTE-Kerala Forest Research Institute, Kerala, India.
Carlos A QuesadaCoordenação de Dinâmica Ambiental, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.
Maxime Réjou-MéchainAMAP, Université de Montpellier, IRD, CNRS, CIRAD INRAE, Montpellier, France.
Terhi RiuttaEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
Gonzalo Rivas-TorresEstación de Biodiversidad Tiputini, Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito, Quito, Ecuador.ORCID 0000-0002-2704-8288
Clarissa RosaCoordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.ORCID 0000-0001-7462-1991
Norma SalinasInstitute for Nature Earth and Energy, Pontificia Universidad Católica del Perú, Lima, Peru.
Rodrigo Scarton BergaminSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK.
Beatriz Schwantes MarimonLaboratório de Ecologia Vegetal (LABEV), Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.
Alexander ShenkinSchool of Informatics, Computing, and Cyber Systems, Northern Arizona University, Flagstaff, AZ, USA.ORCID 0000-0003-2358-9367
Priscyla Maria Silva RodriguesColegiado de Ecologia, Universidade Federal do Vale do São Francisco (UNIVASF), Senhor do Bonfim, Brazil.
Axa Emanuelle Simões FigueiredoDepartamento de Engenharia Florestal, Universidade de Brasília, Brasília, Brazil.ORCID 0000-0002-7276-905X
Queila Souza GarciaInstituto de Ciências Biológicas, Departamento de Botânica, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.ORCID 0000-0002-7137-788X
Tereza SpósitoIBAM-Instituto Bem Ambiental, Belo Horizonte, Brazil.
Danielle Storck-TononPrograma de Pós-graduação em Ambiente e Sistemas de Produção Agrícola, Universidade do Estado de Mato Grosso, Tangará da Serra, Brazil.ORCID 0000-0002-4402-0607
Martin J P SullivanDepartment of Natural Sciences, Manchester Metropolitan University, Manchester, UK.ORCID 0000-0002-5955-0483
Martin SvátekDepartment of Forest Botany, Dendrology and Geobiocoenology, Faculty of Forestry and Wood Technology, Mendel University in Brno, Brno, Czech Republic.ORCID 0000-0003-2328-4627
Wagner Tadeu Vieira SantiagoCESAM-Centro de Estudos do Ambiente e do Mar, Departamento de Biologia, Pesquisador Colaborador, Universidade de Aveiro, Aveiro, Portugal.ORCID 0000-0001-8470-0677
Yit Arn TehSchool of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, UK.
Prasad Theruvil Parambil SivanForest Ecology Department, KSCSTE-Kerala Forest Research Institute, Kerala, India.ORCID 0000-0003-1943-6683
Marcelo Trindade NascimentoLaboratório de Ciências Ambientais, CBB, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Brazil.ORCID 0000-0003-4492-3344
Elmar VeenendaalPlant Ecology and Nature Conservation Group, Wageningen University and Research, Wageningen, The Netherlands.ORCID 0000-0001-8230-2501
Irie Casimir Zo-BiUMRI SAPT (Sciences Agronomiques et Procédés de Transformation), Institut National Polytechnique Félix Houphouët-Boigny, Yamoussoukro, Côte d'Ivoire.ORCID 0000-0003-0982-8579
Marie Ruth DagoUMRI SAPT (Sciences Agronomiques et Procédés de Transformation), Institut National Polytechnique Félix Houphouët-Boigny, Yamoussoukro, Côte d'Ivoire.ORCID 0000-0003-2982-9229
Soulemane TraoréUMRI SAPT (Sciences Agronomiques et Procédés de Transformation), Institut National Polytechnique Félix Houphouët-Boigny, Yamoussoukro, Côte d'Ivoire.
Marco PataccaForest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands.ORCID 0000-0002-1414-9370
Vincyane BadouardCirad, UMR EcoFoG (AgroParistech, CNRS, INRAE, Université des Antilles, Université de la Guyane), Campus Agronomique, Kourou, French Guiana.ORCID 0009-0007-7054-4010
Samuel de Padua Chaves E CarvalhoFederal Rural University of Rio de Janeiro, Seropedica, Brazil.ORCID 0000-0002-5590-9049
Lee J T WhiteBiological and Environmental Sciences, University of Stirling, Stirling, UK.ORCID 0000-0002-4595-5981
Huanyuan Zhang-ZhengEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.ORCID 0000-0003-4801-8771
Etienne ZiberaDepartment of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.
Joeri Alexander ZwertsUtrecht University, Utrecht, The Netherlands.ORCID 0000-0003-3841-6389
David F R P BurslemSchool of Biological Sciences, University of Aberdeen, Aberdeen, UK.ORCID 0000-0001-6033-0990
Miles SilmanCenter for Energy, Environment, and Sustainability, Wake Forest University, Winston-Salem, NC, USA.
Jérôme ChaveCentre de Recherche Biodiversité Environnement, CNRS, UPS, IRD, Université de Toulouse, INPT, Toulouse, France.ORCID 0000-0002-7766-1347
Brian J EnquistDepartment of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA.
Jos BarlowLancaster Environment Centre, Lancaster University, Lancaster, UK.ORCID 0000-0003-4992-2594
Oliver L PhillipsSchool of Geography, University of Leeds, Leeds, UK.ORCID 0000-0002-8993-6168
David A CoomesConservation Research Institute and Department of Plant Sciences, University of Cambridge, Cambridge, UK.
Yadvinder MalhiEnvironmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.ORCID 0000-0002-3503-4783

Funding

ERC Advanced Investigator AwardNatural Environment Research CouncilNERCT-FORCES
6 · The paper itself

Abstract

Tropical forest canopies are the biosphere's most concentrated atmospheric interface for carbon, water and energy

Indexed as

Earth, PlanetForestsTreesAfricaAsiaBiodiversityPlant LeavesSoilTropical ClimateUncertaintySoil

Identifiers

PMID40044867
PMCPMC12043511

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.