Giants of the Amazon: How does environmental variation drive the diversity patterns of large trees?

big trees diversity map forest ecology forest inventory remote sensing species richness

Journal

Global change biology
ISSN: 1365-2486
Titre abrégé: Glob Chang Biol
Pays: England
ID NLM: 9888746

Informations de publication

Date de publication:
09 2023
Historique:
revised: 13 04 2023
received: 22 10 2022
accepted: 02 06 2023
medline: 2 8 2023
pubmed: 30 6 2023
entrez: 30 6 2023
Statut: ppublish

Résumé

For more than three decades, major efforts in sampling and analyzing tree diversity in South America have focused almost exclusively on trees with stems of at least 10 and 2.5 cm diameter, showing highest species diversity in the wetter western and northern Amazon forests. By contrast, little attention has been paid to patterns and drivers of diversity in the largest canopy and emergent trees, which is surprising given these have dominant ecological functions. Here, we use a machine learning approach to quantify the importance of environmental factors and apply it to generate spatial predictions of the species diversity of all trees (dbh ≥ 10 cm) and for very large trees (dbh ≥ 70 cm) using data from 243 forest plots (108,450 trees and 2832 species) distributed across different forest types and biogeographic regions of the Brazilian Amazon. The diversity of large trees and of all trees was significantly associated with three environmental factors, but in contrasting ways across regions and forest types. Environmental variables associated with disturbances, for example, the lightning flash rate and wind speed, as well as the fraction of photosynthetically active radiation, tend to govern the diversity of large trees. Upland rainforests in the Guiana Shield and Roraima regions had a high diversity of large trees. By contrast, variables associated with resources tend to govern tree diversity in general. Places such as the province of Imeri and the northern portion of the province of Madeira stand out for their high diversity of species in general. Climatic and topographic stability and functional adaptation mechanisms promote ideal conditions for species diversity. Finally, we mapped general patterns of tree species diversity in the Brazilian Amazon, which differ substantially depending on size class.

Identifiants

pubmed: 37386918
doi: 10.1111/gcb.16821
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

4861-4879

Subventions

Organisme : Amazon Fund
ID : 14.2.0929.1
Organisme : Conselho Nacional de Desenvolvimento Científico e Tecnológico
ID : 403297/2016-8
Organisme : Conselho Nacional de Desenvolvimento Científico e Tecnológico
ID : 301661/2019-7
Organisme : Conselho Nacional de Desenvolvimento Científico e Tecnológico
ID : 550467/2010-6
Organisme : Conselho Nacional de Desenvolvimento Científico e Tecnológico
ID : 301432/2022-8
Organisme : Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Organisme : Universidade do Estado do Amapá
ID : 0022.0279.1202.0018/2021

Informations de copyright

© 2023 John Wiley & Sons Ltd.

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Auteurs

Robson Borges de Lima (RB)

Laboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.

Eric Bastos Görgens (EB)

Departamento de Engenharia Florestal, Universidade Federal do Vales do Jequitinhonha e Mucuri, Diamantina, Brazil.

Diego Armando S da Silva (DAS)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

Cinthia Pereira de Oliveira (CP)

Laboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.

Anderson Pedro B Batista (APB)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

Rinaldo L Caraciolo Ferreira (RL)

Laboratório de Manejo de Florestas Naturais "José Serafim Feitoza Ferraz", Departamento de Ciência Florestal, Universidade Federal Rural de Pernambuco, Recife, Brazil.

Flavia R C Costa (FRC)

Coordenação de Pesquisas em Biodiversidade, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.

Renato A Ferreira de Lima (RA)

Tropical Botany, Naturalis Biodiversity Center, Leiden, The Netherlands.

Perseu da Silva Aparício (P)

Laboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.

Jadson Coelho de Abreu (JC)

Laboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.

José Antônio Aleixo da Silva (JAA)

Laboratório de Manejo de Florestas Naturais "José Serafim Feitoza Ferraz", Departamento de Ciência Florestal, Universidade Federal Rural de Pernambuco, Recife, Brazil.

Aretha Franklin Guimaraes (AF)

Programa de Pós-Graduação em Botânica Aplicada, Departamento de Biologia, Universidade Federal de Lavras, Lavras, Brazil.

Philip M Fearnside (PM)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Thaiane R Sousa (TR)

Programa de Pós-Graduação em Ecologia, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.

Ricardo Perdiz (R)

Programa de Pós-Graduação em Botânica, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.

Niro Higuchi (N)

Instituto Nacional de Pesquisas da Amazônia-Coordenação de Pesquisas em Silvicultura Tropical, Manaus, Brazil.

Erika Berenguer (E)

Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
Lancaster Environment Centre, Lancaster University, Lancaster, UK.

Angélica F Resende (AF)

Embrapa Amazônia Oriental, Rede Amazônia Sustentável, Belém, Brazil.

Fernando Elias (F)

Programa de Pós-Graduação em Ecologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil.

Carolina Volkmer de Castilho (CV)

Embrapa, Boa Vista, Brazil.

Marcelo Brilhante de Medeiros (MB)

Embrapa, Brasília, Brazil.

João Ramos de Matos Filho (JR)

Promotoria de Justiça do Meio Ambiente, Conflitos Agrários, Ministério Público, Macapá, Brazil.

Maurício Alves Sardinha (MA)

Programa de Pós-Graduação em Biodiversidade e Biotecnologia-Rede Bionorte, Universidade Federal do Amapá, Macapá, Brazil.

Márcio André Furtado Freitas (MAF)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

José Jussian da Silva (JJ)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

Aldemir Pereira da Cunha (AP)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

Renan Mendes Santos (RM)

Laboratório de Manejo Florestal, Universidade do Estado do Amapá, Macapá, Brazil.

Adriane Esquivel Muelbert (AE)

School of Geography, Earth and Environmental Science, University of Birmingham, Birmingham, UK.

Marcelino Carneiro Guedes (MC)

Empresa Brasileira de Pesquisa Agropecuária, Brasilia, Brazil.

Reinaldo Imbrózio (R)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Carla Samara Campelo de Sousa (CSC)

Instituto Federal de Educação Ciência e Tecnologia do Amapá, Laranjal do Jari, Brazil.

Wegliane Campelo da Silva Aparício (WC)

Universidade Federal do Amapá, Macapá, Brazil.

Breno Marques da Silva E Silva (BM)

Laboratório de Sementes Florestais, Universidade do Estado do Amapá, Rua Presidente Vargas, Macapá, Brazil.

Celice Alexandre Silva (CA)

Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.

Beatriz Schwantes Marimon (BS)

Faculdade de Ciências Agrárias, Biológicas e Sociais Aplicadas, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.

Ben Hur Marimon Junior (BHM)

Faculdade de Ciências Agrárias, Biológicas e Sociais Aplicadas, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.

Paulo S Morandi (PS)

Universidade do Estado de Mato Grosso, Campus de Nova Xavantina, Nova Xavantina, Brazil.

Danielle Storck-Tonon (D)

Programa de Pós-Graduação em Ambiente e Sistemas de Produção Agrícola, Universidade do Estado de Mato Grosso, Tangará da Serra, Brazil.

Ima Célia Guimarães Vieira (ICG)

Museu Paraense Emílio Goeldi, Belém, Brazil.

Juliana Schietti (J)

Departamento de Biologia, Universidade Federal do Amazonas, Manaus, Brazil.

Fernanda Coelho (F)

Department of Forestry, University of Brasilia, Brasilia, Brazil.

Danilo R Alves de Almeida (DR)

Department of Forest Sciences, "Luiz de Queiroz" College of Agriculture, University of São Paulo (USP/ESALQ), Piracicaba, Brazil.

Wendeson Castro (W)

Laboratório de Botânica e Ecologia Vegetal, Universidade Federal do Acre, Rio Branco, Brazil.

Samuel P C Carvalho (SPC)

Universidade Federal de Mato Grosso, Cuiabá, Brazil.

Robson Dos Santos A da Silva (RDSA)

Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.

Juliana Silveira (J)

Lancaster Environment Centre, Lancaster University, Lancaster, UK.

José Luís Camargo (JL)

Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.

Karina Melgaço (K)

School of Geography, University of Leeds, Leeds, UK.

Lucas Jose Mazzei de Freitas (LJM)

Embrapa Amazônia Oriental, Rede Amazônia Sustentável, Belém, Brazil.

Laura Vedovato (L)

University of Exeter, Exeter, UK.

Maíra Benchimol (M)

Laboratório de Ecologia Aplicada à Conservação, Universidade Estadual de Santa Cruz, Salobrinho, Brazil.

Gabriel de Oliveira de Almeida (G)

Laboratório de Botânica e Ecologia Vegetal, Universidade Federal do Acre, Rio Branco, Brazil.

Ghillean Prance (G)

National, Botanical Garden, Florida, USA.

Alan Bernardes da Silveira (AB)

Program of Environmental and Forest Science, Federal University of Mato Grosso, Cuiabá, Brazil.

Marcelo Fragomeni Simon (MF)

Programa de Pós-Graduação em Ecologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil.

Marcos Leandro Garcia (ML)

Faculdade de Ciências Agrárias e Biológicas, Unemat, Brazil.

Marcos Silveira (M)

Museu Universitário, Universidade Federal do Acre, Rio Branco, Brazil.

Marcos Vital (M)

Universidade Federal de Roraima (UFRR), Boa Vista, Brazil.

Maryane B T Andrade (MBT)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Natalino Silva (N)

Serviço Florestal Brasileiro, Santarém, Brazil.

Raimunda Oliveira de Araújo (RO)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Larissa Cavalheiro (L)

ICNHS, Universidade Federal de Mato Grosso, Sinop, Brazil.

Rainiellen Carpanedo (R)

Universidade Federal de Mato Grosso (UFMT), Núcleo de Estudos da Biodiversidade da Amazônia Mato-grossense, Sinop, Brazil.

Letícia Fernandes (L)

Universidade Federal do Acre, Rio Branco, Brazil.

Angelo Gilberto Manzatto (AG)

Universidade Federal de Rondônia, Porto Velho, Brazil.

Ricardo T G de Andrade (RTG)

Instituto Federal de Educação Ciência e Tecnologia de Rondônia, Porto Velho, Brazil.

William E Magnusson (WE)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Bill Laurance (B)

James Cook University, Douglas, Queensland, Australia.

Bruce Walker Nelson (BW)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Carlos Peres (C)

University of East Anglia, Norwich, UK.

Douglas C Daly (DC)

Institute of Systematic Botany, The New York Botanical Garden, Bronx, New York, USA.

Domingos Rodrigues (D)

Universidade Federal de Mato Grosso, Instituto de Ciências Naturais, Humanas e Sociais, Sinop, Brazil.

Ana Paula Zopeletto (AP)

Universidade Federal de Mato Grosso, Cuiabá, Brazil.

Edmar Almeida de Oliveira (EA)

Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.

Estelle Dugachard (E)

ONF International, Paris, France.

Flávia Rodrigues Barbosa (FR)

ICNHS, Universidade Federal de Mato Grosso, Sinop, Brazil.

Flavia Santana (F)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Iêda Leão do Amaral (IL)

Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, Manaus, Brazil.

Leandro V Ferreira (LV)

Museu Paraense Emílio Goeldi, Belém, Brazil.

Leandro S Charão (LS)

Facultad de Ingeniería y Ciencias, Universidad Autónoma de Tamaulipas, Victoria, Mexico.

Joice Ferreira (J)

Embrapa Amazônia Oriental, Rede Amazônia Sustentável, Belém, Brazil.

Jos Barlow (J)

Lancaster Environment Centre, Lancaster University, Lancaster, UK.

Lilian Blanc (L)

Unité Propre de Recherche Biens et Services des Écosystèmes Forestiers Tropicaux: l'Enjeu du Changement Global (BSEF), CIRAD, Montpellier, France.

Luiz Aragão (L)

National Institute for Space Research (INPE), São José dos Campos, Brazil.

Plinio Sist (P)

Centre de Coopération International en Recherche Agronomique pour le Développement (CIRAD), Paris, France.

Rafael de Paiva Salomão (R)

Museu Paraense Emílio Goeldi, Belém, Brazil.

Antônio Sérgio Lima da Silva (ASL)

Museu Paraense Emílio Goeldi, Belém, Brazil.

Susan Laurance (S)

Centre for Tropical Environmental and Sustainability Science (TESS), College of Marine and Environmental Sciences, James Cook University, Douglas, Queensland, Australia.

Ted R Feldpausch (TR)

School of Biology, University of Leeds, Leeds, UK.

Toby Gardner (T)

Stockholm Environment Institute, Stockholm, Sweden.

Wagner Santiago (W)

Biolex Consultoria Ambiental Ltda, Palmas, Brazil.

William Balee (W)

Tulane University, New Orleans, Louisiana, USA.

William F Laurance (WF)

Centre for Tropical Environmental and Sustainability Science (TESS), College of Marine and Environmental Sciences, James Cook University, Douglas, Queensland, Australia.

Yadvinder Malhi (Y)

Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.

Oliver L Phillips (OL)

School of Geography, University of Leeds, Leeds, UK.

Antônio Carlos da Silva Zanzini (AC)

Setor de Ecologia e Manejo da Vida Silvestre, Departamento de Ciências Florestais, Universidade Federal de Lavras, Lavras, MG, Brazil.

Clarissa Rosa (C)

Coordenação de Pesquisas em Biodiversidade, Instituto Nacional de Pesquisas da Amazônia, Manaus, Brazil.

Wagner Tadeu Oliveira (W)

CESAM - Centro de Estudos do Ambiente e do Mar, Departamento de Biologia, Collaborating Researcher, University of Aveiro, Aveiro, Portugal.

Lucas Pereira Zanzini (L)

Departamento de Engenharia Florestal, Universidade do Estado de Mato Grosso, Cáceres, MT, Brazil.

Ricardo José Silva (R)

University of Mato Grosso, MT, Brazil.

Ana Luisa Mangabeira Albernaz (AL)

Coordenação de Ciências da Terra e Ecologia Museu Paraense Emilio Goeldi, Brazil.

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