Estimativa da vulnerabilidade dos corais brasileiros

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: Andrade, André Felipe Alves de lattes
Orientador(a): De Marco Junior, Paulo lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Ecologia e Evolução (ICB)
Departamento: Instituto de Ciências Biológicas - ICB (RG)
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
ENM
SDM
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/5592
Resumo: Coral reefs are of extreme importance to both nature and society, due to being responsible for several services and harbouring hundreds of species. Despite such critical importance, reef corals current suffered heavy losses since the Anthropocene, with 20% of world´s corals damaged beyond recovery due to human pressure and coastal development. This scenario is even worse, since corals are especially vulnerable to climate change and the entire ecosystem could go extinct by 2050. In this study we focus on comparing the already established impacts from human development and the yet happen losses from climate change on Brazilian corals, a unique fauna that still have gaps in knowledge. We created environmental suitability models for 24 species and quantified individual losses from both climate change and human activities. From the individual results we derived an overall pattern, in which we found out that future losses from climate alteration are equivalent to current losses from human activities. We then used the spatial distribution of those activities and key areas for conservation, determined with software Zonation, to select six areas in the Brazilian exclusive economic zone where proactive and reactive conservation strategies should be implanted, given its importance to biodiversity and concentrated anthropogenic impacts. Overall suitability losses were of approximately 30% for both sources and 60% of the areas will continue to be suitable in the future. Therefore, Brazilian corals will experience heavy losses from climate, especially the loss of highly suitable areas, which are compared to effects from human economic activities. Coral situation is likely to be even worse, if we were to consider bleaching, ocean acidification and diseases, events expected to increase with the rising temperature.
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spelling De Marco Junior, Paulohttp://lattes.cnpq.br/2767494720646648http://lattes.cnpq.br/8741536372253363Andrade, André Felipe Alves de2016-05-20T13:54:17Z2016-02-26ANDRADE, A. F. A. Estimativa da vulnerabilidade dos corais brasileiros. 2016. 78 f. Dissertação (Mestrado em Ecologia e Evolução) - Universidade Federal de Goiás, Goiânia, 2016.http://repositorio.bc.ufg.br/tede/handle/tede/5592Coral reefs are of extreme importance to both nature and society, due to being responsible for several services and harbouring hundreds of species. Despite such critical importance, reef corals current suffered heavy losses since the Anthropocene, with 20% of world´s corals damaged beyond recovery due to human pressure and coastal development. This scenario is even worse, since corals are especially vulnerable to climate change and the entire ecosystem could go extinct by 2050. In this study we focus on comparing the already established impacts from human development and the yet happen losses from climate change on Brazilian corals, a unique fauna that still have gaps in knowledge. We created environmental suitability models for 24 species and quantified individual losses from both climate change and human activities. From the individual results we derived an overall pattern, in which we found out that future losses from climate alteration are equivalent to current losses from human activities. We then used the spatial distribution of those activities and key areas for conservation, determined with software Zonation, to select six areas in the Brazilian exclusive economic zone where proactive and reactive conservation strategies should be implanted, given its importance to biodiversity and concentrated anthropogenic impacts. Overall suitability losses were of approximately 30% for both sources and 60% of the areas will continue to be suitable in the future. Therefore, Brazilian corals will experience heavy losses from climate, especially the loss of highly suitable areas, which are compared to effects from human economic activities. Coral situation is likely to be even worse, if we were to consider bleaching, ocean acidification and diseases, events expected to increase with the rising temperature.Ecological Niche Modelling (ENM) is widely used for conservation purposes, predicting species invasion, evolutionary aspects and a whole array of applications. However, for most cases, evaluating the efficiency of those models poses as problematic, as commonly used methods (i.e. random methods) do not assure the required independence between data used to create the model and data used to evaluate the model. We developed a new transferabilitybased framework that ensures the much-needed independence between subsets. We created an alternate approach that geographically splits occurrence datasets, while intrinsically controls issues related to previous transferability approaches, such as overfitting, extrapolation and sampling bias. We used 26 Atlantic coral species to perform three different geographical divisions quantifying the effect of different splits on model predictive efficiency. We demonstrate that transferability should be used as an effective method to evaluate ENMs. Geographical split of the area in deciles proved as a reliable evaluation method, assuring independence between datasets and being less prone to common transferability issues. Our odds-and-evens framework provides improvements to the ongoing debate of ENMs evaluating by its transferability. This new method corrects the issue of artificiality causing sampling bias and overfitting, common in previous methodologies, while also is less prone to extrapolation issues, a common problem in transferability approaches. 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dc.title.por.fl_str_mv Estimativa da vulnerabilidade dos corais brasileiros
dc.title.alternative.eng.fl_str_mv Assessing the vulnerability of Brazilian corals
title Estimativa da vulnerabilidade dos corais brasileiros
spellingShingle Estimativa da vulnerabilidade dos corais brasileiros
Andrade, André Felipe Alves de
Species distribution model
Evaluation
ENM
SDM
Coral
Independence
Marine environments climate change
Anthropogenic impacts
Seascape ecology
Prioritisation
Coral reefs
Environmental niche modelling
Recifes de coral
Conservação
Vulnerabilidade
Modelos de distribuição
Avaliação de modelos de distribuição
ECOLOGIA::ECOLOGIA APLICADA
title_short Estimativa da vulnerabilidade dos corais brasileiros
title_full Estimativa da vulnerabilidade dos corais brasileiros
title_fullStr Estimativa da vulnerabilidade dos corais brasileiros
title_full_unstemmed Estimativa da vulnerabilidade dos corais brasileiros
title_sort Estimativa da vulnerabilidade dos corais brasileiros
author Andrade, André Felipe Alves de
author_facet Andrade, André Felipe Alves de
author_role author
dc.contributor.advisor1.fl_str_mv De Marco Junior, Paulo
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/2767494720646648
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8741536372253363
dc.contributor.author.fl_str_mv Andrade, André Felipe Alves de
contributor_str_mv De Marco Junior, Paulo
dc.subject.eng.fl_str_mv Species distribution model
Evaluation
ENM
SDM
Coral
Independence
Marine environments climate change
Anthropogenic impacts
Seascape ecology
Prioritisation
Coral reefs
Environmental niche modelling
topic Species distribution model
Evaluation
ENM
SDM
Coral
Independence
Marine environments climate change
Anthropogenic impacts
Seascape ecology
Prioritisation
Coral reefs
Environmental niche modelling
Recifes de coral
Conservação
Vulnerabilidade
Modelos de distribuição
Avaliação de modelos de distribuição
ECOLOGIA::ECOLOGIA APLICADA
dc.subject.por.fl_str_mv Recifes de coral
Conservação
Vulnerabilidade
Modelos de distribuição
Avaliação de modelos de distribuição
dc.subject.cnpq.fl_str_mv ECOLOGIA::ECOLOGIA APLICADA
description Coral reefs are of extreme importance to both nature and society, due to being responsible for several services and harbouring hundreds of species. Despite such critical importance, reef corals current suffered heavy losses since the Anthropocene, with 20% of world´s corals damaged beyond recovery due to human pressure and coastal development. This scenario is even worse, since corals are especially vulnerable to climate change and the entire ecosystem could go extinct by 2050. In this study we focus on comparing the already established impacts from human development and the yet happen losses from climate change on Brazilian corals, a unique fauna that still have gaps in knowledge. We created environmental suitability models for 24 species and quantified individual losses from both climate change and human activities. From the individual results we derived an overall pattern, in which we found out that future losses from climate alteration are equivalent to current losses from human activities. We then used the spatial distribution of those activities and key areas for conservation, determined with software Zonation, to select six areas in the Brazilian exclusive economic zone where proactive and reactive conservation strategies should be implanted, given its importance to biodiversity and concentrated anthropogenic impacts. Overall suitability losses were of approximately 30% for both sources and 60% of the areas will continue to be suitable in the future. Therefore, Brazilian corals will experience heavy losses from climate, especially the loss of highly suitable areas, which are compared to effects from human economic activities. Coral situation is likely to be even worse, if we were to consider bleaching, ocean acidification and diseases, events expected to increase with the rising temperature.
publishDate 2016
dc.date.accessioned.fl_str_mv 2016-05-20T13:54:17Z
dc.date.issued.fl_str_mv 2016-02-26
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dc.identifier.citation.fl_str_mv ANDRADE, A. F. A. Estimativa da vulnerabilidade dos corais brasileiros. 2016. 78 f. Dissertação (Mestrado em Ecologia e Evolução) - Universidade Federal de Goiás, Goiânia, 2016.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/5592
identifier_str_mv ANDRADE, A. F. A. Estimativa da vulnerabilidade dos corais brasileiros. 2016. 78 f. Dissertação (Mestrado em Ecologia e Evolução) - Universidade Federal de Goiás, Goiânia, 2016.
url http://repositorio.bc.ufg.br/tede/handle/tede/5592
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