Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models

Detalhes bibliográficos
Autor(a) principal: Ciocheti, Giordano
Data de Publicação: 2014
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/1835
Resumo: Urban growth and population growth led to the construction of a gigantic road network around the world. This network is responsible for several impacts on fauna, flora and the environment, such as road kill, isolation of populations, facilitating the establishment of invasive species, river siltation, among others. However, although road ecology has advanced recently, there are still many gaps on how roads affect fauna, as little is known about how effects of changing the structure of highways can modify animal-vehicle collisions. This study aims to evaluate some of the impacts of roads on species of medium and large mammals in fragmented and naturally heterogeneous landscapes. Using a functional group approach based on animal sensitivity to disturbance and displacement capacity, I set out to answer three questions, one in each chapter: 1) the contribution of various landscape indices to predict wildlife road kill; 2) highway duplication and the implementation of wildlife crossing structures alter animal road kill; 3) duplication of roads change the way fauna road kill is correlated with the landscape metrics. To answer the first and third questions, we have developed innovative methods combining road kill data with a multi-scale approach with landscape metrics involving quantity and distance of various landscape elements, such as natural vegetation, cerrado, water, forestry and sugar cane. This method proposed was derived from habitat suitability model, and proved very promising for estimating the probability of animal road kill. Each functional group of species responded differently to landscape elements. Distance and amount of vegetation has been more important to estimate road kill probability of more sensitive mammals, but the amount of sugar cane also contributed to these results. The proposed method is highly replicable and can be easily applied in other regions with other taxa. The second question was addressed in an analytical way, with a conventional hypothesis testing approach. We found that, in general, there was no significant difference between road kill before and after road duplication. However, when considering the functional groups, and even species, some changes were significant for both increasing and reducing road kill. We also found that the proximity of wildlife crossing structures to road kill records did not reduce the frequency of animal-vehicle collision, indicating that such mitigation measures may not have been appropriate to reduce animal road mortality. Finally, in the third chapter we have proposed a new approach to estimate the changes in animal road kill probability before and after duplication of highways. In this chapter we recorded an increase in the probability of road kill after duplication for generalist species with high mobility. The methods proposed here are easy to implement in several actions related to roads, both for seeking their structural improvement and for making them more sustainable for biodiversity.
id SCAR_b5021cbb5e8a5309d69b065041bc35b7
oai_identifier_str oai:repositorio.ufscar.br:ufscar/1835
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Ciocheti, GiordanoRibeiro, Milton Cezarhttp://lattes.cnpq.br/4158685235743119http://lattes.cnpq.br/6803662982558040aff5a908-63c6-461a-a87e-3f403e8e497d2016-06-02T19:30:06Z2014-11-282016-06-02T19:30:06Z2014-09-05CIOCHETI, Giordano. Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models. 2014. 83 f. Tese (Doutorado em Ciências Biológicas) - Universidade Federal de São Carlos, São Carlos, 2014.https://repositorio.ufscar.br/handle/ufscar/1835Urban growth and population growth led to the construction of a gigantic road network around the world. This network is responsible for several impacts on fauna, flora and the environment, such as road kill, isolation of populations, facilitating the establishment of invasive species, river siltation, among others. However, although road ecology has advanced recently, there are still many gaps on how roads affect fauna, as little is known about how effects of changing the structure of highways can modify animal-vehicle collisions. This study aims to evaluate some of the impacts of roads on species of medium and large mammals in fragmented and naturally heterogeneous landscapes. Using a functional group approach based on animal sensitivity to disturbance and displacement capacity, I set out to answer three questions, one in each chapter: 1) the contribution of various landscape indices to predict wildlife road kill; 2) highway duplication and the implementation of wildlife crossing structures alter animal road kill; 3) duplication of roads change the way fauna road kill is correlated with the landscape metrics. To answer the first and third questions, we have developed innovative methods combining road kill data with a multi-scale approach with landscape metrics involving quantity and distance of various landscape elements, such as natural vegetation, cerrado, water, forestry and sugar cane. This method proposed was derived from habitat suitability model, and proved very promising for estimating the probability of animal road kill. Each functional group of species responded differently to landscape elements. Distance and amount of vegetation has been more important to estimate road kill probability of more sensitive mammals, but the amount of sugar cane also contributed to these results. The proposed method is highly replicable and can be easily applied in other regions with other taxa. The second question was addressed in an analytical way, with a conventional hypothesis testing approach. We found that, in general, there was no significant difference between road kill before and after road duplication. However, when considering the functional groups, and even species, some changes were significant for both increasing and reducing road kill. We also found that the proximity of wildlife crossing structures to road kill records did not reduce the frequency of animal-vehicle collision, indicating that such mitigation measures may not have been appropriate to reduce animal road mortality. Finally, in the third chapter we have proposed a new approach to estimate the changes in animal road kill probability before and after duplication of highways. In this chapter we recorded an increase in the probability of road kill after duplication for generalist species with high mobility. The methods proposed here are easy to implement in several actions related to roads, both for seeking their structural improvement and for making them more sustainable for biodiversity.O crescimento urbano e o aumento populacional levaram a construção de uma gigantesca malha rodoviária ao redor do mundo. Essa malha é responsável por diversos impactos causados sobre a fauna, meio físico e flora, tais como: atropelamentos, isolamento de populações, facilitação no estabelecimento de espécies invasoras, assoreamento de rios, entre outros. Entretanto, embora a ecologia de estradas tenha avançado recentemente, ainda existem muitas lacunas sobre como elas afetam a fauna, da mesma forma que pouco se sabe sobre como os efeitos da mudança na estrutura das rodovias podem modificar o atropelamento de animais. Este estudo tem como objetivo avaliar alguns dos impactos das rodovias sobre espécies de mamíferos de médio e grande porte em paisagens fragmentadas e naturalmente heterogêneas. Utilizando uma abordagem de grupos funcionais baseados na sensibilidade à perturbação e na capacidade de deslocamento, me propus a responder três perguntas, sendo cada uma um capítulo: 1) qual a contribuição de diversos índices de paisagem para prever o atropelamento de fauna; 2) a duplicação das rodovias e a implementação de passagens de fauna alteram a taxa de atropelamentos dos animais; 3) a duplicação das rodovias altera a maneira que os atropelamentos de fauna são correlacionados com as métricas da paisagem. Para responder a primeira e terceira perguntas, desenvolvemos métodos inovadores combinando aos dados de atropelamentos, uma abordagem multi-escala de métricas da paisagem envolvendo quantidade e distância de diversos elementos da paisagem, como vegetação natural, cerrado, água, silvicultura e cana-de-açúcar. O método proposto no primeiro capítulo, derivado do modelo de adequabilidade de habitat, se mostrou bastante promissor para estimar a probabilidade de atropelamentos. Cada grupo funcional de espécies respondeu de forma diferente aos elementos da paisagem. Distância e quantidade de vegetação foram mais importantes para prever o atropelamento de mamíferos mais sensíveis, mas quantidade de cana de açúcar também contribuiu para os resultados. O método proposto apresenta alta replicabilidade e pode ser utilizado facilmente em outras regiões e para outros táxons. A segunda pergunta foi abordada de forma mais analítica, com uma abordagem de teste de hipótese convencional. Verificamos que, de modo geral, não houve diferença significativa entre os atropelamentos antes e depois da duplicação da estrada. Entretanto, ao se considerar os grupos funcionais, e mesmo as espécies, algumas alterações foram significativas tanto para o aumento e redução de atropelamentos, conforme o foco da análise. Ainda neste capítulo verificamos que a proximidade das passagens de fauna aos atropelamentos não reduziu a taxa de atropelamento, indicando que tais medidas de mitigação podem não estar sendo apropriadas para reduzir a mortalidade por atropelamentos. Por fim, no terceiro capítulo propusemos uma nova abordagem para estimar as mudanças dos atropelamentos antes e depois da duplicação das rodovias. Neste capítulo registramos um aumento na probabilidade de atropelamento de espécies depois da duplicação para espécies generalistas e com maior mobilidade. O uso dos métodos propostos neste trabalho são de fácil implementação em diversas ações relacionadas a estradas, tanto visando sua melhoria estrutural quanto para torná-las mais sustentáveis para a biodiversidade.Financiadora de Estudos e Projetosapplication/pdfporUniversidade Federal de São CarlosPrograma de Pós-Graduação em Ecologia e Recursos Naturais - PPGERNUFSCarBREcologia de estradasModelagemAtropelamento de faunaDuplicação de rodoviasEfeitos da paisagemCerradoMamíferosRoad ecologyMaxentLandscape ecologyMammalCIENCIAS BIOLOGICAS::ECOLOGIASpatial and temporal influences of road duplication on wildlife road kill using habitat suitability modelsSpatial and temporal influences of road duplication on wildlife road kill using habitat suitability modelsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis-1-1049ab033-435a-4b06-a506-d84474231077info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINAL6375.pdfapplication/pdf3644148https://repositorio.ufscar.br/bitstream/ufscar/1835/1/6375.pdf0c523a46402b21e66619abbb9b0c93afMD51TEXT6375.pdf.txt6375.pdf.txtExtracted texttext/plain0https://repositorio.ufscar.br/bitstream/ufscar/1835/2/6375.pdf.txtd41d8cd98f00b204e9800998ecf8427eMD52THUMBNAIL6375.pdf.jpg6375.pdf.jpgIM Thumbnailimage/jpeg6150https://repositorio.ufscar.br/bitstream/ufscar/1835/3/6375.pdf.jpg9d6b0d729dfbbe029c81866bbbbaf65bMD53ufscar/18352023-09-18 18:31:29.991oai:repositorio.ufscar.br:ufscar/1835Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:31:29Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
dc.title.alternative.eng.fl_str_mv Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
title Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
spellingShingle Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
Ciocheti, Giordano
Ecologia de estradas
Modelagem
Atropelamento de fauna
Duplicação de rodovias
Efeitos da paisagem
Cerrado
Mamíferos
Road ecology
Maxent
Landscape ecology
Mammal
CIENCIAS BIOLOGICAS::ECOLOGIA
title_short Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
title_full Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
title_fullStr Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
title_full_unstemmed Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
title_sort Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models
author Ciocheti, Giordano
author_facet Ciocheti, Giordano
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/6803662982558040
dc.contributor.author.fl_str_mv Ciocheti, Giordano
dc.contributor.advisor1.fl_str_mv Ribeiro, Milton Cezar
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4158685235743119
dc.contributor.authorID.fl_str_mv aff5a908-63c6-461a-a87e-3f403e8e497d
contributor_str_mv Ribeiro, Milton Cezar
dc.subject.por.fl_str_mv Ecologia de estradas
Modelagem
Atropelamento de fauna
Duplicação de rodovias
Efeitos da paisagem
Cerrado
Mamíferos
topic Ecologia de estradas
Modelagem
Atropelamento de fauna
Duplicação de rodovias
Efeitos da paisagem
Cerrado
Mamíferos
Road ecology
Maxent
Landscape ecology
Mammal
CIENCIAS BIOLOGICAS::ECOLOGIA
dc.subject.eng.fl_str_mv Road ecology
Maxent
Landscape ecology
Mammal
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::ECOLOGIA
description Urban growth and population growth led to the construction of a gigantic road network around the world. This network is responsible for several impacts on fauna, flora and the environment, such as road kill, isolation of populations, facilitating the establishment of invasive species, river siltation, among others. However, although road ecology has advanced recently, there are still many gaps on how roads affect fauna, as little is known about how effects of changing the structure of highways can modify animal-vehicle collisions. This study aims to evaluate some of the impacts of roads on species of medium and large mammals in fragmented and naturally heterogeneous landscapes. Using a functional group approach based on animal sensitivity to disturbance and displacement capacity, I set out to answer three questions, one in each chapter: 1) the contribution of various landscape indices to predict wildlife road kill; 2) highway duplication and the implementation of wildlife crossing structures alter animal road kill; 3) duplication of roads change the way fauna road kill is correlated with the landscape metrics. To answer the first and third questions, we have developed innovative methods combining road kill data with a multi-scale approach with landscape metrics involving quantity and distance of various landscape elements, such as natural vegetation, cerrado, water, forestry and sugar cane. This method proposed was derived from habitat suitability model, and proved very promising for estimating the probability of animal road kill. Each functional group of species responded differently to landscape elements. Distance and amount of vegetation has been more important to estimate road kill probability of more sensitive mammals, but the amount of sugar cane also contributed to these results. The proposed method is highly replicable and can be easily applied in other regions with other taxa. The second question was addressed in an analytical way, with a conventional hypothesis testing approach. We found that, in general, there was no significant difference between road kill before and after road duplication. However, when considering the functional groups, and even species, some changes were significant for both increasing and reducing road kill. We also found that the proximity of wildlife crossing structures to road kill records did not reduce the frequency of animal-vehicle collision, indicating that such mitigation measures may not have been appropriate to reduce animal road mortality. Finally, in the third chapter we have proposed a new approach to estimate the changes in animal road kill probability before and after duplication of highways. In this chapter we recorded an increase in the probability of road kill after duplication for generalist species with high mobility. The methods proposed here are easy to implement in several actions related to roads, both for seeking their structural improvement and for making them more sustainable for biodiversity.
publishDate 2014
dc.date.available.fl_str_mv 2014-11-28
2016-06-02T19:30:06Z
dc.date.issued.fl_str_mv 2014-09-05
dc.date.accessioned.fl_str_mv 2016-06-02T19:30:06Z
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.citation.fl_str_mv CIOCHETI, Giordano. Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models. 2014. 83 f. Tese (Doutorado em Ciências Biológicas) - Universidade Federal de São Carlos, São Carlos, 2014.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/1835
identifier_str_mv CIOCHETI, Giordano. Spatial and temporal influences of road duplication on wildlife road kill using habitat suitability models. 2014. 83 f. Tese (Doutorado em Ciências Biológicas) - Universidade Federal de São Carlos, São Carlos, 2014.
url https://repositorio.ufscar.br/handle/ufscar/1835
dc.language.iso.fl_str_mv por
language por
dc.relation.confidence.fl_str_mv -1
-1
dc.relation.authority.fl_str_mv 049ab033-435a-4b06-a506-d84474231077
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 Federal de São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Ecologia e Recursos Naturais - PPGERN
dc.publisher.initials.fl_str_mv UFSCar
dc.publisher.country.fl_str_mv BR
publisher.none.fl_str_mv Universidade Federal de São Carlos
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstream/ufscar/1835/1/6375.pdf
https://repositorio.ufscar.br/bitstream/ufscar/1835/2/6375.pdf.txt
https://repositorio.ufscar.br/bitstream/ufscar/1835/3/6375.pdf.jpg
bitstream.checksum.fl_str_mv 0c523a46402b21e66619abbb9b0c93af
d41d8cd98f00b204e9800998ecf8427e
9d6b0d729dfbbe029c81866bbbbaf65b
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv
_version_ 1813715514200948736