Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil

Detalhes bibliográficos
Autor(a) principal: Zanella, Lisiane
Data de Publicação: 2015
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/10382
Resumo: Land use and cover change are resulting in changes across the globe, and especially in tropical ecosystems. Investigating factors that relate to these disturbances is essential if we are to mitigate the damage they are causing to biodiversity and ecosystem services. This is especially important in the case of megadiverse and threatened tropical biomes, such as the Brazilian Atlantic Forest, considered a biodiversity hotspot. The relationships between the greatest threats to the Atlantic Forest – deforestation and forest fragmentation – and external factors that might be related to them are not currently well understood, and comprehending them is vital for the conservation of the forest’s remaining area. Equally important is identification of priority areas that need protection. Understanding the potential distribution of threatened species is a key tool for identifying those areas. This thesis aims to investigate the relationships between deforestation and forest fragmentation, and socio-economic and bio-geophysical factors in the Atlantic Forest in the state of Minas Gerais, Brazil, and to model the potential distributions of red-listed plant species, which occur in this biome, and Cerrado and Caatinga of Minas Gerais. In Chapter 2 I used random forest analysis (RF) to identify relationships between socio-economic and bio-geophysical factors, and deforestation and forest fragmentation metrics in the Atlantic Forest. In chapter 3, I used RF to investigate how those relationships changed when they were analysed at different spatial scales. In Chapter 4, I used MaxEnt to investigate the potential distribution of redlisted plant species in Minas Gerais, in order to recommend priority areas for conservation based on the highest environmental suitability for the species modelled. Two broader-scale projects carried out in Minas Gerais – the ecologiceconomical zoning of Minas Gerais, and the vegetation monitoring system dataset – provided the factors, which number more than 300, deforestation and forest fragmentation metrics, and some of the occurrence points of threatened plant species. I compiled further occurrence points from the SpeciesLink Website, and NeoTropTree database. RF analysis proved to be an effective tool for elucidating the relationships between factors and metrics, both in comparison to the classical approach and when used at multiple scales. Overall, a set of factors from different categories was identified as having relatively strong relationships with patterns of deforestation and forest fragmentation. Road density was the most commonly selected factor in the RF models. I observed extensive variation in the RF models at different scales, with some metrics providing higher levels of explanation at finer scales, while others at larger scales. Additionally, I have shown that deforestation processes are still occurring in the Atlantic Forest of Minas Gerais, even with specific legislation that makes deforestation in this biome illegal. Finally, I identified significant gaps in the protection of threatened plant species, mainly in the Atlantic Forest. Together with areas identified in the Cerrado and Caatinga, these must be considered as priorities for conducting inventories and, after confirmation of existing species distributions, proposing new natural reserves.
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spelling Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of BrazilInvestigações sobre desflorestamento, fragmentação florestal e a distribuição de espécies arbóreas ameaçadas no sudeste do BrasilSolo - UsoLand useFlorestas tropicaisRain forestsEcologia das ripáriasRiparian ecologyMinas GeraisEcologia AplicadaLand use and cover change are resulting in changes across the globe, and especially in tropical ecosystems. Investigating factors that relate to these disturbances is essential if we are to mitigate the damage they are causing to biodiversity and ecosystem services. This is especially important in the case of megadiverse and threatened tropical biomes, such as the Brazilian Atlantic Forest, considered a biodiversity hotspot. The relationships between the greatest threats to the Atlantic Forest – deforestation and forest fragmentation – and external factors that might be related to them are not currently well understood, and comprehending them is vital for the conservation of the forest’s remaining area. Equally important is identification of priority areas that need protection. Understanding the potential distribution of threatened species is a key tool for identifying those areas. This thesis aims to investigate the relationships between deforestation and forest fragmentation, and socio-economic and bio-geophysical factors in the Atlantic Forest in the state of Minas Gerais, Brazil, and to model the potential distributions of red-listed plant species, which occur in this biome, and Cerrado and Caatinga of Minas Gerais. In Chapter 2 I used random forest analysis (RF) to identify relationships between socio-economic and bio-geophysical factors, and deforestation and forest fragmentation metrics in the Atlantic Forest. In chapter 3, I used RF to investigate how those relationships changed when they were analysed at different spatial scales. In Chapter 4, I used MaxEnt to investigate the potential distribution of redlisted plant species in Minas Gerais, in order to recommend priority areas for conservation based on the highest environmental suitability for the species modelled. Two broader-scale projects carried out in Minas Gerais – the ecologiceconomical zoning of Minas Gerais, and the vegetation monitoring system dataset – provided the factors, which number more than 300, deforestation and forest fragmentation metrics, and some of the occurrence points of threatened plant species. I compiled further occurrence points from the SpeciesLink Website, and NeoTropTree database. RF analysis proved to be an effective tool for elucidating the relationships between factors and metrics, both in comparison to the classical approach and when used at multiple scales. Overall, a set of factors from different categories was identified as having relatively strong relationships with patterns of deforestation and forest fragmentation. Road density was the most commonly selected factor in the RF models. I observed extensive variation in the RF models at different scales, with some metrics providing higher levels of explanation at finer scales, while others at larger scales. Additionally, I have shown that deforestation processes are still occurring in the Atlantic Forest of Minas Gerais, even with specific legislation that makes deforestation in this biome illegal. Finally, I identified significant gaps in the protection of threatened plant species, mainly in the Atlantic Forest. Together with areas identified in the Cerrado and Caatinga, these must be considered as priorities for conducting inventories and, after confirmation of existing species distributions, proposing new natural reserves.Mudanças no uso e cobertura da terra têm resultado em alterações globais, especialmente em ecossistemas tropicais. Investigar fatores que podem estar relacionados a estes distúrbios é essencial para mitigar danos causados à biodiversidade e aos serviços ecossistêmicos. Isso é especialmente importante no caso de biomas tropicais mega-diversos e extremamente ameaçados, como a Mata Atlântica, considerada hotspot de biodiversidade. As relações entre as principais ameaças à Mata Atlântica – desflorestamento e fragmentação florestal – e fatores externos não são atualmente bem compreendidas, e compreendê-las é vital para a conservação de sua área remanescente. Igualmente importante, é identificar áreas prioritárias que necessitam de proteção. Compreender a distribuição potencial de espécies ameaçadas, o que também não é bem compreendido atualmente, é fundamental para identificar tais áreas. Esta tese tem como objetivo investigar relações entre desflorestamento e fragmentação florestal, e fatores socioeconômicos e bio-geofísicos na Mata Atlântica no Estado de Minas Gerais, Brasil, e modelar distribuições potenciais de espécies de plantas ameaçadas, que ocorrem neste bioma, no Cerrado e na Caatinga de Minas Gerais. No Capítulo 2 utilizei a análise de Random Forest (RF) para identificar relações entre fatores socioeconômicos e bio-geofísicos, e métricas de desflorestamento e fragmentação florestal na Mata Atlântica. No capítulo 3, usei RF para investigar como essas relações mudaram quando analisadas em diferentes escalas espaciais. No capítulo 4, eu usei o MaxEnt para investigar a distribuição potencial de espécies de plantas ameaçadas em Minas Gerais, a fim de recomendar áreas prioritárias para conservação com base na maior adequabilidade ambiental das espécies modeladas. Dois projetos em escala ampla realizados em Minas Gerais – o Zoneamento ecológico-econômico de Minas Gerais, ZEE-MG, e o Inventário Florestal – forneceram mais de 300 fatores, métricas de desflorestamento e fragmentação florestal, e parte dos pontos de ocorrência das espécies de plantas ameaçadas. Compilei demais pontos de ocorrência do site SpeciesLink e do banco de dados NeoTropTree. RF provou ser uma ferramenta eficaz para elucidar as relações entre fatores e métricas, tanto em comparação com a abordagem clássica, como quando usada em múltiplas escalas. No geral, um conjunto de fatores de diferentes categorias foi identificado como tendo relações relativamente fortes com os padrões de desflorestamento e fragmentação florestal. A densidade de estradas foi o fator mais comumente selecionado nos modelos de RF. Observei grande variação nos modelos de RF em diferentes escalas, em que algumas métricas forneceram níveis mais elevados de explicação em escalas mais finas, enquanto outras em escalas mais amplas. Ainda, eu mostrei que os processos de desflorestamento ainda ocorrem na Mata Atlântica de Minas Gerais, mesmo com legislação específica que o torna ilegal neste bioma. Finalmente, eu identifiquei lacunas significativas na proteção das espécies ameaçadas, principalmente na Mata Atlântica. Juntamente com áreas identificadas nos biomas Cerrado e Caatinga, estes locais devem ser considerados como prioridades para a realização de inventários e, após a confirmação de distribuição das espécies existentes, propor novas reservas naturais.Programa de Pós-Graduação em Ecologia AplicadaUFLAbrasilDepartamento de BiologiaCarvalho, Luiz Marcelo Tavares deFolkard, AndrewBlackburn, AlanRibeiro, Milton CezarBarlow, JosLouzada, Júliovan den Berg, EduardoZanella, Lisiane2015-09-16T18:18:44Z2015-09-16T18:18:44Z2015-09-162015-06-26info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfZANELLA, L. Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil. 2015. 184 p. Tese (Doutorado em Ecologia Aplicada) - Universidade Federal de Lavras, Lavras, 2015.http://repositorio.ufla.br/jspui/handle/1/10382enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLA2016-09-02T18:25:01Zoai:localhost:1/10382Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2016-09-02T18:25:01Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
Investigações sobre desflorestamento, fragmentação florestal e a distribuição de espécies arbóreas ameaçadas no sudeste do Brasil
title Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
spellingShingle Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
Zanella, Lisiane
Solo - Uso
Land use
Florestas tropicais
Rain forests
Ecologia das ripárias
Riparian ecology
Minas Gerais
Ecologia Aplicada
title_short Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
title_full Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
title_fullStr Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
title_full_unstemmed Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
title_sort Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil
author Zanella, Lisiane
author_facet Zanella, Lisiane
author_role author
dc.contributor.none.fl_str_mv Carvalho, Luiz Marcelo Tavares de
Folkard, Andrew
Blackburn, Alan
Ribeiro, Milton Cezar
Barlow, Jos
Louzada, Júlio
van den Berg, Eduardo
dc.contributor.author.fl_str_mv Zanella, Lisiane
dc.subject.por.fl_str_mv Solo - Uso
Land use
Florestas tropicais
Rain forests
Ecologia das ripárias
Riparian ecology
Minas Gerais
Ecologia Aplicada
topic Solo - Uso
Land use
Florestas tropicais
Rain forests
Ecologia das ripárias
Riparian ecology
Minas Gerais
Ecologia Aplicada
description Land use and cover change are resulting in changes across the globe, and especially in tropical ecosystems. Investigating factors that relate to these disturbances is essential if we are to mitigate the damage they are causing to biodiversity and ecosystem services. This is especially important in the case of megadiverse and threatened tropical biomes, such as the Brazilian Atlantic Forest, considered a biodiversity hotspot. The relationships between the greatest threats to the Atlantic Forest – deforestation and forest fragmentation – and external factors that might be related to them are not currently well understood, and comprehending them is vital for the conservation of the forest’s remaining area. Equally important is identification of priority areas that need protection. Understanding the potential distribution of threatened species is a key tool for identifying those areas. This thesis aims to investigate the relationships between deforestation and forest fragmentation, and socio-economic and bio-geophysical factors in the Atlantic Forest in the state of Minas Gerais, Brazil, and to model the potential distributions of red-listed plant species, which occur in this biome, and Cerrado and Caatinga of Minas Gerais. In Chapter 2 I used random forest analysis (RF) to identify relationships between socio-economic and bio-geophysical factors, and deforestation and forest fragmentation metrics in the Atlantic Forest. In chapter 3, I used RF to investigate how those relationships changed when they were analysed at different spatial scales. In Chapter 4, I used MaxEnt to investigate the potential distribution of redlisted plant species in Minas Gerais, in order to recommend priority areas for conservation based on the highest environmental suitability for the species modelled. Two broader-scale projects carried out in Minas Gerais – the ecologiceconomical zoning of Minas Gerais, and the vegetation monitoring system dataset – provided the factors, which number more than 300, deforestation and forest fragmentation metrics, and some of the occurrence points of threatened plant species. I compiled further occurrence points from the SpeciesLink Website, and NeoTropTree database. RF analysis proved to be an effective tool for elucidating the relationships between factors and metrics, both in comparison to the classical approach and when used at multiple scales. Overall, a set of factors from different categories was identified as having relatively strong relationships with patterns of deforestation and forest fragmentation. Road density was the most commonly selected factor in the RF models. I observed extensive variation in the RF models at different scales, with some metrics providing higher levels of explanation at finer scales, while others at larger scales. Additionally, I have shown that deforestation processes are still occurring in the Atlantic Forest of Minas Gerais, even with specific legislation that makes deforestation in this biome illegal. Finally, I identified significant gaps in the protection of threatened plant species, mainly in the Atlantic Forest. Together with areas identified in the Cerrado and Caatinga, these must be considered as priorities for conducting inventories and, after confirmation of existing species distributions, proposing new natural reserves.
publishDate 2015
dc.date.none.fl_str_mv 2015-09-16T18:18:44Z
2015-09-16T18:18:44Z
2015-09-16
2015-06-26
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv ZANELLA, L. Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil. 2015. 184 p. Tese (Doutorado em Ecologia Aplicada) - Universidade Federal de Lavras, Lavras, 2015.
http://repositorio.ufla.br/jspui/handle/1/10382
identifier_str_mv ZANELLA, L. Investigations into deforestation, forest fragmentation and the distribution of threatened plant species in the South-east of Brazil. 2015. 184 p. Tese (Doutorado em Ecologia Aplicada) - Universidade Federal de Lavras, Lavras, 2015.
url http://repositorio.ufla.br/jspui/handle/1/10382
dc.language.iso.fl_str_mv eng
language eng
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 Programa de Pós-Graduação em Ecologia Aplicada
UFLA
brasil
Departamento de Biologia
publisher.none.fl_str_mv Programa de Pós-Graduação em Ecologia Aplicada
UFLA
brasil
Departamento de Biologia
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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