Trait interactions effects on tropical tree demography depend on the environmental context
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1016/j.ppees.2023.125732 http://hdl.handle.net/11449/249922 |
Resumo: | Although functional traits are defined based on their impact on demographic parameters, trait-demography relationships are often reported as weak. These weak relationships might be due to disregarding trait interactions and environmental contexts, which should modulate species trait-demography relationships. We applied different models, including boosted regression tree (BRT) models, to investigate changes in the relationship between traits and demographic rates of tropical tree species in plots along an elevational gradient and among time intervals between censuses, analyzing the effect of a strong drought event. Based on a large dataset of 18,000 tree individuals from 133 common species, distributed among twelve 1-ha plots (habitats) in the Atlantic Forest (Brazil), we evaluated how trait interactions and the environmental context influence the demographic rates (growth, mortality, and recruitment). Functional traits, trait-trait, and trait-habitat interactions predicted demography with a good fit through either BRTs or linear mixed-models. Changes in growth rates were best related to size (diameter), and mortality rates to habitats, while changes in recruitment rates were best related to the specific leaf area. Moreover, the influence of traits differed among time intervals, and for demographic parameters, habitat affected growth and mortality by interacting with diameter. Here, we provide evidence that trait-demography relationships can be improved when considering the environmental context (space and time) and trait interactions to cope with the complexity of changes in the demography of tropical tree communities. Thus, to expand predictions of demography based on functional traits, we show that it is useful to fully incorporate the concept of multiple trait-fitness optima, resulting from trait interactions in different habitats and growth conditions. |
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Trait interactions effects on tropical tree demography depend on the environmental contextBoosted regression treesFunctional ecologyHabitat contextTrait interactionsTrait-demography relationshipsTropical forestAlthough functional traits are defined based on their impact on demographic parameters, trait-demography relationships are often reported as weak. These weak relationships might be due to disregarding trait interactions and environmental contexts, which should modulate species trait-demography relationships. We applied different models, including boosted regression tree (BRT) models, to investigate changes in the relationship between traits and demographic rates of tropical tree species in plots along an elevational gradient and among time intervals between censuses, analyzing the effect of a strong drought event. Based on a large dataset of 18,000 tree individuals from 133 common species, distributed among twelve 1-ha plots (habitats) in the Atlantic Forest (Brazil), we evaluated how trait interactions and the environmental context influence the demographic rates (growth, mortality, and recruitment). Functional traits, trait-trait, and trait-habitat interactions predicted demography with a good fit through either BRTs or linear mixed-models. Changes in growth rates were best related to size (diameter), and mortality rates to habitats, while changes in recruitment rates were best related to the specific leaf area. Moreover, the influence of traits differed among time intervals, and for demographic parameters, habitat affected growth and mortality by interacting with diameter. Here, we provide evidence that trait-demography relationships can be improved when considering the environmental context (space and time) and trait interactions to cope with the complexity of changes in the demography of tropical tree communities. Thus, to expand predictions of demography based on functional traits, we show that it is useful to fully incorporate the concept of multiple trait-fitness optima, resulting from trait interactions in different habitats and growth conditions.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Eesti TeadusagentuurPrograma de Pós-Graduação em Biologia Vegetal Instituto de Biociências Departamento de Botânica Universidade Estadual Paulista (UNESP), Av. 24-A, 1515, SPInstituto Tecnológico Vale (ITV), R. Boaventura da Silva, 955, ParáDepartment of Plant Biology Institute of Biology University of Campinas - UNICAMP, P.O. Box 6109, SPDepartamento de Recursos Naturais e Proteção Ambiental UFSCAR Rodovia Anhanguera, km 174 - SP-330, SPInstitute of Ecology and Earth Sciences University of Tartu, Juhan Liivi 2Núcleo de Estudos e Pesquisas Ambientais NEPAM UNICAMP – Rua dos Flamboyants, 155Center for Tropical Research Institute for the Environment and Sustainability University of CaliforniaDepartment of Natural Sciences Maths and Education Centre for Agrarian Sciences Federal University of São Carlos (UFSCar), Rodovia Anhanguera - SP 330, km 174, SPCentro de Recursos Genéticos Vegetais Instituro Agronômico de Campinas IAC, Avenida Barão de Itapura, 1481, SPInstituto Nacional da Mata Atlântica (INMA), Av. José Ruschi, Nº 4, ESCentro de Investigaciones sobre Desertificacion CIDE-CSIC-UV-GV, Carretera CV-315, Km 10,7 (Ant. Carretera Moncada-Náquera, km 4.5), ValènciaDepartment of Botany Faculty of Science University of South Bohemia, Na Zlaté stoce 1Programa de Pós-Graduação em Biologia Vegetal Instituto de Biociências Departamento de Botânica Universidade Estadual Paulista (UNESP), Av. 24-A, 1515, SPFAPESP: 11/11604-0CNPq: 141781/2016-5CNPq: 310168/2018-0CNPq: 459941/2014-3CAPES: 88881.189491/2018-01Eesti Teadusagentuur: PSG293Universidade Estadual Paulista (UNESP)Instituto Tecnológico Vale (ITV)Universidade Estadual de Campinas (UNICAMP)Universidade Federal de São Carlos (UFSCar)University of TartuUniversity of CaliforniaIACInstituto Nacional da Mata Atlântica (INMA)CIDE-CSIC-UV-GVUniversity of South BohemiaKamimura, Vitor de A. [UNESP]Loiola, Priscilla de P. [UNESP]Carmona, Carlos P.Assis, Marco A. [UNESP]Joly, Carlos A.Santos, Flavio A.M.Vieira, Simone A.Alves, Luciana F.Martins, Valéria F.Ramos, ElianaRamos, Rafael F.de Bello, Francesco2023-07-29T16:12:52Z2023-07-29T16:12:52Z2023-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.ppees.2023.125732Perspectives in Plant Ecology, Evolution and Systematics, v. 59.1618-04371433-8319http://hdl.handle.net/11449/24992210.1016/j.ppees.2023.1257322-s2.0-85156164199Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengPerspectives in Plant Ecology, Evolution and Systematicsinfo:eu-repo/semantics/openAccess2023-07-29T16:12:52Zoai:repositorio.unesp.br:11449/249922Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:17:53.596490Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Trait interactions effects on tropical tree demography depend on the environmental context |
title |
Trait interactions effects on tropical tree demography depend on the environmental context |
spellingShingle |
Trait interactions effects on tropical tree demography depend on the environmental context Kamimura, Vitor de A. [UNESP] Boosted regression trees Functional ecology Habitat context Trait interactions Trait-demography relationships Tropical forest |
title_short |
Trait interactions effects on tropical tree demography depend on the environmental context |
title_full |
Trait interactions effects on tropical tree demography depend on the environmental context |
title_fullStr |
Trait interactions effects on tropical tree demography depend on the environmental context |
title_full_unstemmed |
Trait interactions effects on tropical tree demography depend on the environmental context |
title_sort |
Trait interactions effects on tropical tree demography depend on the environmental context |
author |
Kamimura, Vitor de A. [UNESP] |
author_facet |
Kamimura, Vitor de A. [UNESP] Loiola, Priscilla de P. [UNESP] Carmona, Carlos P. Assis, Marco A. [UNESP] Joly, Carlos A. Santos, Flavio A.M. Vieira, Simone A. Alves, Luciana F. Martins, Valéria F. Ramos, Eliana Ramos, Rafael F. de Bello, Francesco |
author_role |
author |
author2 |
Loiola, Priscilla de P. [UNESP] Carmona, Carlos P. Assis, Marco A. [UNESP] Joly, Carlos A. Santos, Flavio A.M. Vieira, Simone A. Alves, Luciana F. Martins, Valéria F. Ramos, Eliana Ramos, Rafael F. de Bello, Francesco |
author2_role |
author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Instituto Tecnológico Vale (ITV) Universidade Estadual de Campinas (UNICAMP) Universidade Federal de São Carlos (UFSCar) University of Tartu University of California IAC Instituto Nacional da Mata Atlântica (INMA) CIDE-CSIC-UV-GV University of South Bohemia |
dc.contributor.author.fl_str_mv |
Kamimura, Vitor de A. [UNESP] Loiola, Priscilla de P. [UNESP] Carmona, Carlos P. Assis, Marco A. [UNESP] Joly, Carlos A. Santos, Flavio A.M. Vieira, Simone A. Alves, Luciana F. Martins, Valéria F. Ramos, Eliana Ramos, Rafael F. de Bello, Francesco |
dc.subject.por.fl_str_mv |
Boosted regression trees Functional ecology Habitat context Trait interactions Trait-demography relationships Tropical forest |
topic |
Boosted regression trees Functional ecology Habitat context Trait interactions Trait-demography relationships Tropical forest |
description |
Although functional traits are defined based on their impact on demographic parameters, trait-demography relationships are often reported as weak. These weak relationships might be due to disregarding trait interactions and environmental contexts, which should modulate species trait-demography relationships. We applied different models, including boosted regression tree (BRT) models, to investigate changes in the relationship between traits and demographic rates of tropical tree species in plots along an elevational gradient and among time intervals between censuses, analyzing the effect of a strong drought event. Based on a large dataset of 18,000 tree individuals from 133 common species, distributed among twelve 1-ha plots (habitats) in the Atlantic Forest (Brazil), we evaluated how trait interactions and the environmental context influence the demographic rates (growth, mortality, and recruitment). Functional traits, trait-trait, and trait-habitat interactions predicted demography with a good fit through either BRTs or linear mixed-models. Changes in growth rates were best related to size (diameter), and mortality rates to habitats, while changes in recruitment rates were best related to the specific leaf area. Moreover, the influence of traits differed among time intervals, and for demographic parameters, habitat affected growth and mortality by interacting with diameter. Here, we provide evidence that trait-demography relationships can be improved when considering the environmental context (space and time) and trait interactions to cope with the complexity of changes in the demography of tropical tree communities. Thus, to expand predictions of demography based on functional traits, we show that it is useful to fully incorporate the concept of multiple trait-fitness optima, resulting from trait interactions in different habitats and growth conditions. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-07-29T16:12:52Z 2023-07-29T16:12:52Z 2023-06-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.ppees.2023.125732 Perspectives in Plant Ecology, Evolution and Systematics, v. 59. 1618-0437 1433-8319 http://hdl.handle.net/11449/249922 10.1016/j.ppees.2023.125732 2-s2.0-85156164199 |
url |
http://dx.doi.org/10.1016/j.ppees.2023.125732 http://hdl.handle.net/11449/249922 |
identifier_str_mv |
Perspectives in Plant Ecology, Evolution and Systematics, v. 59. 1618-0437 1433-8319 10.1016/j.ppees.2023.125732 2-s2.0-85156164199 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Perspectives in Plant Ecology, Evolution and Systematics |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808129184619298816 |