Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae)
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Tipo de documento: | Trabalho de conclusão de curso |
Idioma: | por |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://hdl.handle.net/11449/216647 |
Resumo: | The Marsh Antwren (Formicifora acutirostris) is an endemic bird from southern Brazil, which inhabits coastal marshes exclusively. The species is classified as near threatened of extinction and has an estimated population of only 7511 mature individuals. Marsh Antwren build their nests in herbaceous vegetation in marshes regions that are periodically flooded by tide. The nests are a few centimeters from the ground and are susceptible to flooding caused by tide. Most marshes were formed 3,000 years ago, at the time the rate of sea level rise was 0.2 to 1.6 mm/year. Currently, the Intergovernmental Panel on Climate Change, through its sixth report, indicates that the rate of global mean sea level rise is about 3.7 mm/year. It is also increasing the global average temperature and extreme events such as precipitation and cyclones. Global warming is altering the distribution, abundance and other life-history features of species and increasing their risk of extinction. Thus, the objective of this study was to evaluate the effects of rains and tides on the number of nests lost by flooding, aiming the analysis of the Marsh Antwren viability. The effect of the accumulated rainfall, the maximum heights of the daily tides and the interaction of these two variables on the probability of occurrence of flooding of the Marsh Antwren nests was tested. We created a model using binomial regression with a generalized linear mixed model (GLMM), considering as fixed variables the accumulation of precipitation during five days, the maximum height of the daily tide and the interaction between them. We considered the years and the cycle as random variables. We observed that the effect are significant among all fixed variables, with significance levels p<0.05. However, the model presented deficiencies, not being able to make predictions of flooding for low and high values of effective probability of flooding. |
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Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae)Modeling precipitation and tidal impacts on nest flooding of the Marsh Antwren Formicivora acutirostris (Thamnophilidae)EcologiaMudanças climáticasAvesNinhosBicudinho-do-brejoThe Marsh Antwren (Formicifora acutirostris) is an endemic bird from southern Brazil, which inhabits coastal marshes exclusively. The species is classified as near threatened of extinction and has an estimated population of only 7511 mature individuals. Marsh Antwren build their nests in herbaceous vegetation in marshes regions that are periodically flooded by tide. The nests are a few centimeters from the ground and are susceptible to flooding caused by tide. Most marshes were formed 3,000 years ago, at the time the rate of sea level rise was 0.2 to 1.6 mm/year. Currently, the Intergovernmental Panel on Climate Change, through its sixth report, indicates that the rate of global mean sea level rise is about 3.7 mm/year. It is also increasing the global average temperature and extreme events such as precipitation and cyclones. Global warming is altering the distribution, abundance and other life-history features of species and increasing their risk of extinction. Thus, the objective of this study was to evaluate the effects of rains and tides on the number of nests lost by flooding, aiming the analysis of the Marsh Antwren viability. The effect of the accumulated rainfall, the maximum heights of the daily tides and the interaction of these two variables on the probability of occurrence of flooding of the Marsh Antwren nests was tested. We created a model using binomial regression with a generalized linear mixed model (GLMM), considering as fixed variables the accumulation of precipitation during five days, the maximum height of the daily tide and the interaction between them. We considered the years and the cycle as random variables. We observed that the effect are significant among all fixed variables, with significance levels p<0.05. However, the model presented deficiencies, not being able to make predictions of flooding for low and high values of effective probability of flooding.O bicudinho-do-brejo (Formicifora acutirostris) é uma ave endêmica da região sul do Brasil, que habita exclusivamente brejos costeiros. A espécie se encontra quase ameaçada de extinção e possui uma população estimada em apenas 7511 indivíduos maduros. Os bicudinhos-do-brejo constroem os seus ninhos em vegetações herbáceas de regiões de brejos que são periodicamente alagadas pela maré. Os ninhos ficam a alguns centímetros do solo ficando suscetíveis aos alagamentos causados pela maré. A maioria dos brejos se formaram há 3.000 anos, na época a taxa de aumento do nível do mar era de 0,2 a 1,6 mm/ano. Atualmente o Painel Intergovernamental sobre Mudança Climática, através do seu sexto relatório, indica que a taxa de aumento do nível médio do mar global é cerca de 3,7 mm/ano. E também vem aumentando a temperatura média global e os eventos extremos, como precipitações e ciclones. O aquecimento global está alterando a distribuição, abundância e outras características da história de vida das espécies e aumentando seu risco de extinção. Dessa forma, esse estudo teve como objetivo avaliar o impacto das chuvas e marés sobre o alagamento dos ninhos, tendo em vista a viabilidade populacional do bicudinho-do-brejo. Foi testado o efeito das chuvas acumuladas, das alturas máximas das marés diárias e a interação dessas duas variáveis sobre a probabilidade da ocorrência de alagamento dos ninhos de bicudinho-do-brejo. Criamos um modelo utilizando uma regressão binomial com modelo linear misto generalizado (GLMM), considerando-se como variáveis fixas o acumulo de precipitações durante cinco dias, a altura máxima da maré diária e a interação entre elas. Como variáveis aleatórias consideramos o ano e o ciclo. Observamos que o efeito é significativo entre todas as variáveis fixas, cujos níveis de significância foram de p<0,05. No entanto, o modelo apresentou deficiências, não sendo capaz de realizar predições de alagamentos para valores baixos e altos de probabilidade efetiva de alagamento.Não recebi financiamentoUniversidade Estadual Paulista (Unesp)Vannucchi, Fabio Stucchi [UNESP]Universidade Estadual Paulista (Unesp)Prado, Renan de Paula Ramos do2022-02-16T17:40:15Z2022-02-16T17:40:15Z2022-01-25info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesisapplication/pdfhttp://hdl.handle.net/11449/216647porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESP2024-01-21T06:26:44Zoai:repositorio.unesp.br:11449/216647Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T23:37:05.684662Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) Modeling precipitation and tidal impacts on nest flooding of the Marsh Antwren Formicivora acutirostris (Thamnophilidae) |
title |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
spellingShingle |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) Prado, Renan de Paula Ramos do Ecologia Mudanças climáticas Aves Ninhos Bicudinho-do-brejo |
title_short |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
title_full |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
title_fullStr |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
title_full_unstemmed |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
title_sort |
Modelando impactos da precipitação e maré em alagamentos de ninhos de bicudinho-do-brejo Formicivora acutirostris (Thamnophilidae) |
author |
Prado, Renan de Paula Ramos do |
author_facet |
Prado, Renan de Paula Ramos do |
author_role |
author |
dc.contributor.none.fl_str_mv |
Vannucchi, Fabio Stucchi [UNESP] Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Prado, Renan de Paula Ramos do |
dc.subject.por.fl_str_mv |
Ecologia Mudanças climáticas Aves Ninhos Bicudinho-do-brejo |
topic |
Ecologia Mudanças climáticas Aves Ninhos Bicudinho-do-brejo |
description |
The Marsh Antwren (Formicifora acutirostris) is an endemic bird from southern Brazil, which inhabits coastal marshes exclusively. The species is classified as near threatened of extinction and has an estimated population of only 7511 mature individuals. Marsh Antwren build their nests in herbaceous vegetation in marshes regions that are periodically flooded by tide. The nests are a few centimeters from the ground and are susceptible to flooding caused by tide. Most marshes were formed 3,000 years ago, at the time the rate of sea level rise was 0.2 to 1.6 mm/year. Currently, the Intergovernmental Panel on Climate Change, through its sixth report, indicates that the rate of global mean sea level rise is about 3.7 mm/year. It is also increasing the global average temperature and extreme events such as precipitation and cyclones. Global warming is altering the distribution, abundance and other life-history features of species and increasing their risk of extinction. Thus, the objective of this study was to evaluate the effects of rains and tides on the number of nests lost by flooding, aiming the analysis of the Marsh Antwren viability. The effect of the accumulated rainfall, the maximum heights of the daily tides and the interaction of these two variables on the probability of occurrence of flooding of the Marsh Antwren nests was tested. We created a model using binomial regression with a generalized linear mixed model (GLMM), considering as fixed variables the accumulation of precipitation during five days, the maximum height of the daily tide and the interaction between them. We considered the years and the cycle as random variables. We observed that the effect are significant among all fixed variables, with significance levels p<0.05. However, the model presented deficiencies, not being able to make predictions of flooding for low and high values of effective probability of flooding. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-02-16T17:40:15Z 2022-02-16T17:40:15Z 2022-01-25 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/bachelorThesis |
format |
bachelorThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/11449/216647 |
url |
http://hdl.handle.net/11449/216647 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) |
publisher.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) |
dc.source.none.fl_str_mv |
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 |
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