Trait interactions effects on tropical tree demography depend on the environmental context

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 relat...

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Published in:Perspectives in plant ecology, evolution and systematics Vol. 59; p. 125732
Main Authors: Kamimura, Vitor de A., Loiola, Priscilla de P., Carmona, Carlos P., Assis, Marco A., Joly, Carlos A., Santos, Flavio A.M., Vieira, Simone A., Alves, Luciana F., Martins, Valéria F., Ramos, Eliana, Ramos, Rafael F., de Bello, Francesco
Format: Journal Article
Language:English
Published: Elsevier GmbH 01.06.2023
Subjects:
Boosted regression trees
Brazil
data collection
demography
drought
evolution
forests
Functional ecology
Habitat context
habitats
mortality
plant ecology
regression analysis
space and time
specific leaf area
statistical models
Trait interactions
Trait-demography relationships
trees
Tropical forest
tropical plants
Brazil
Tropical forest
Boosted regression trees
Functional ecology
Trait interactions
Habitat context
Trait-demography relationships
ISSN:1433-8319, 1618-0437
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Abstract 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. •We explored trait-demography relationships of tree species along an elevational gradient.•Trait-demography relationships can vary along environmental gradients.•Assessing the combined effect of multiple traits is important to expand demography predictions based on traits.•The ‘functionality’ of traits can be evaluated by using statistical techniques that consider interactions between traits and between traits and the environment.
AbstractList 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. •We explored trait-demography relationships of tree species along an elevational gradient.•Trait-demography relationships can vary along environmental gradients.•Assessing the combined effect of multiple traits is important to expand demography predictions based on traits.•The ‘functionality’ of traits can be evaluated by using statistical techniques that consider interactions between traits and between traits and the environment.
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.
ArticleNumber 125732
Author Kamimura, Vitor de A.
Alves, Luciana F.
Ramos, Eliana
Loiola, Priscilla de P.
de Bello, Francesco
Joly, Carlos A.
Ramos, Rafael F.
Carmona, Carlos P.
Martins, Valéria F.
Assis, Marco A.
Santos, Flavio A.M.
Vieira, Simone A.
Author_xml – sequence: 1
  givenname: Vitor de A.
  surname: Kamimura
  fullname: Kamimura, Vitor de A.
  email: vitorkami@msn.com
  organization: Programa de Pós-Graduação em Biologia Vegetal, Instituto de Biociências, Departamento de Botânica, Universidade Estadual Paulista (UNESP), Av. 24-A, 1515,13506-900, Rio Claro, SP, Brazil
– sequence: 2
  givenname: Priscilla de P.
  surname: Loiola
  fullname: Loiola, Priscilla de P.
  organization: Programa de Pós-Graduação em Biologia Vegetal, Instituto de Biociências, Departamento de Botânica, Universidade Estadual Paulista (UNESP), Av. 24-A, 1515,13506-900, Rio Claro, SP, Brazil
– sequence: 3
  givenname: Carlos P.
  surname: Carmona
  fullname: Carmona, Carlos P.
  organization: Institute of Ecology and Earth Sciences, University of Tartu, Juhan Liivi 2 50409, Tartu, Estonia
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  givenname: Marco A.
  surname: Assis
  fullname: Assis, Marco A.
  organization: Programa de Pós-Graduação em Biologia Vegetal, Instituto de Biociências, Departamento de Botânica, Universidade Estadual Paulista (UNESP), Av. 24-A, 1515,13506-900, Rio Claro, SP, Brazil
– sequence: 5
  givenname: Carlos A.
  surname: Joly
  fullname: Joly, Carlos A.
  organization: Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, P.O. Box 6109, 13083-970, Campinas, SP, Brazil
– sequence: 6
  givenname: Flavio A.M.
  surname: Santos
  fullname: Santos, Flavio A.M.
  organization: Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, P.O. Box 6109, 13083-970, Campinas, SP, Brazil
– sequence: 7
  givenname: Simone A.
  surname: Vieira
  fullname: Vieira, Simone A.
  organization: Núcleo de Estudos e Pesquisas Ambientais, NEPAM, UNICAMP – Rua dos Flamboyants, 155, 13083-867, Campinas, Brazil
– sequence: 8
  givenname: Luciana F.
  surname: Alves
  fullname: Alves, Luciana F.
  organization: Center for Tropical Research, Institute for the Environment and Sustainability, University of California, Los Angeles, CA 900095, USA
– sequence: 9
  givenname: Valéria F.
  surname: Martins
  fullname: Martins, Valéria F.
  organization: Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, P.O. Box 6109, 13083-970, Campinas, SP, Brazil
– sequence: 10
  givenname: Eliana
  surname: Ramos
  fullname: Ramos, Eliana
  organization: Centro de Recursos Genéticos Vegetais, Instituro Agronômico de Campinas, IAC, Avenida Barão de Itapura, 1481, 13020-902, Campinas, SP, Brazil
– sequence: 11
  givenname: Rafael F.
  surname: Ramos
  fullname: Ramos, Rafael F.
  organization: Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, P.O. Box 6109, 13083-970, Campinas, SP, Brazil
– sequence: 12
  givenname: Francesco
  surname: de Bello
  fullname: de Bello, Francesco
  organization: Centro de Investigaciones sobre Desertificacion, CIDE-CSIC-UV-GV, Carretera CV-315, Km 10,7 (Ant. Carretera Moncada-Náquera, km 4.5), 46113, Moncada, València, Spain
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Keywords Tropical forest
Boosted regression trees
Functional ecology
Trait interactions
Habitat context
Trait-demography relationships
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Snippet Although functional traits are defined based on their impact on demographic parameters, trait-demography relationships are often reported as weak. These weak...
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SubjectTerms Boosted regression trees
Brazil
data collection
demography
drought
evolution
forests
Functional ecology
Habitat context
habitats
mortality
plant ecology
regression analysis
space and time
specific leaf area
statistical models
Trait interactions
Trait-demography relationships
trees
Tropical forest
tropical plants
Title Trait interactions effects on tropical tree demography depend on the environmental context
URI https://dx.doi.org/10.1016/j.ppees.2023.125732
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Volume 59
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