Modelagem de ecossistemas com competição por recursos em relevos correlacionados

Detalhes bibliográficos
Ano de defesa: 2016
Autor(a) principal: LIMA FILHO, José Alvino de lattes
Orientador(a): OLIVEIRA, Viviane Moraes de
Banca de defesa: CARVALHO, Alexandre Manoel de Morais, FIGUEIRÊDO, Pedro Hugo de, STOSIC, Tatijana, DUARTE NETO, Paulo José
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal Rural de Pernambuco
Programa de Pós-Graduação: Programa de Pós-Graduação em Biometria e Estatística Aplicada
Departamento: Departamento de Estatística e Informática
País: Brasil
Palavras-chave em Português:
Área do conhecimento CNPq:
Link de acesso: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7780
Resumo: There is no doubt about the importance of experimental and computational research in biology, specifically in Ecology, given the limited knowledge about the nature. With increased computational possibilities, studies by simulations have grown considerably, despite the limitations of computational time and the complexity of nature require specific analysis. However, all contributions are important to the knowledge progress in this direction. In this thesis, computational studies on competition for resources with spatial structure were carried out, in order to observe how some aspects of spatial ecosystem structure can influence the diversity of species. The body of research was divided into two parts. At first, the environment was fragmented before the network occupation with the species, and the resources were distributed evenly across subregions, ranging heterogeneity by the number of these subregions. The type of fragmentation was promoted through a fractal structure, correlating the non-inhabitable sites by Hurst exponent, using the fractional Brownian motion (fBm), besides being considered different fragmentation percentage. In the second part of the study, the environment was not fragmented and resources were also correlated using the fBm for generating a correlated relief. In both studies, the species-area relationship was analyzed, abundance and distribution of the relationship between diversity and heterogeneity of resources. In the first study, concerning to the species-area relationship, two schemes in power law are observed, and were investigated the values of the exponents for each case. A higher diversity and higher exponents for intermediate heterogeneities were observed. In general, for large and intermediate areas, species diversity decreased with increasing Hurst exponent, fixed the percentage of fragmentation. For small areas, there wasn’t considerable variation in diversity with increased Hurst exponent and the percentage of fragmentation. Fixed the value of the Hurst exponent and heterogeneity of resources, diversity increased with increasing fragmentation. This happened more highly for extreme heterogeneities (low and high) and lower values of the Hurst exponent, less pronounced for intermediate heterogeneities. Increasing the value of the Hurst exponent, the variation in the percentage of fragmentation caused no significant difference in diversity, especially for intermediate heterogeneities. Regarding the distribution of abundance, it was observed that both the Hurst exponent, the heterogeneity and the fragmentation percentage influenced the distribution, verifying a bimodal distribution for intermediate heterogeneities. In the second study, in which the correlated resources by the Hurst exponent, were observed, for different values for the Hurst exponent, a behavior of the species-area ratio with two schemes power law. For higher values of the Hurst exponent, the diversity of species is somewhat lower. For small areas, diversity is slightly larger for small values of this exponent and for large areas the maximum diversity is given to an intermediate value of the Hurst exponent. Still, there was no major differences in the species-area relationship with the variation of the Hurst exponent. Analyzing the distribution of abundance, there was a unimodal relation to the different Hurst values, noting highest peaks for intermediate values of this exponent, although no significant differences.
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spelling OLIVEIRA, Viviane Moraes deCARVALHO, Alexandre Manoel de MoraisFIGUEIRÊDO, Pedro Hugo deSTOSIC, TatijanaDUARTE NETO, Paulo Joséhttp://lattes.cnpq.br/9481131175950679LIMA FILHO, José Alvino de2018-12-14T14:04:55Z2016-08-19LIMA FILHO, José Alvino de. Modelagem de ecossistemas com competição por recursos em relevos correlacionados. 2016. 132 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7780There is no doubt about the importance of experimental and computational research in biology, specifically in Ecology, given the limited knowledge about the nature. With increased computational possibilities, studies by simulations have grown considerably, despite the limitations of computational time and the complexity of nature require specific analysis. However, all contributions are important to the knowledge progress in this direction. In this thesis, computational studies on competition for resources with spatial structure were carried out, in order to observe how some aspects of spatial ecosystem structure can influence the diversity of species. The body of research was divided into two parts. At first, the environment was fragmented before the network occupation with the species, and the resources were distributed evenly across subregions, ranging heterogeneity by the number of these subregions. The type of fragmentation was promoted through a fractal structure, correlating the non-inhabitable sites by Hurst exponent, using the fractional Brownian motion (fBm), besides being considered different fragmentation percentage. In the second part of the study, the environment was not fragmented and resources were also correlated using the fBm for generating a correlated relief. In both studies, the species-area relationship was analyzed, abundance and distribution of the relationship between diversity and heterogeneity of resources. In the first study, concerning to the species-area relationship, two schemes in power law are observed, and were investigated the values of the exponents for each case. A higher diversity and higher exponents for intermediate heterogeneities were observed. In general, for large and intermediate areas, species diversity decreased with increasing Hurst exponent, fixed the percentage of fragmentation. For small areas, there wasn’t considerable variation in diversity with increased Hurst exponent and the percentage of fragmentation. Fixed the value of the Hurst exponent and heterogeneity of resources, diversity increased with increasing fragmentation. This happened more highly for extreme heterogeneities (low and high) and lower values of the Hurst exponent, less pronounced for intermediate heterogeneities. Increasing the value of the Hurst exponent, the variation in the percentage of fragmentation caused no significant difference in diversity, especially for intermediate heterogeneities. Regarding the distribution of abundance, it was observed that both the Hurst exponent, the heterogeneity and the fragmentation percentage influenced the distribution, verifying a bimodal distribution for intermediate heterogeneities. In the second study, in which the correlated resources by the Hurst exponent, were observed, for different values for the Hurst exponent, a behavior of the species-area ratio with two schemes power law. For higher values of the Hurst exponent, the diversity of species is somewhat lower. For small areas, diversity is slightly larger for small values of this exponent and for large areas the maximum diversity is given to an intermediate value of the Hurst exponent. Still, there was no major differences in the species-area relationship with the variation of the Hurst exponent. Analyzing the distribution of abundance, there was a unimodal relation to the different Hurst values, noting highest peaks for intermediate values of this exponent, although no significant differences.Não há dúvidas sobre a importância das pesquisas experimentais e computacionais dentro da Biologia, especificamente da Ecologia, dado o reduzido conhecimento que o homem ainda tem da natureza. Com maiores possibilidades computacionais, os estudos por meio de simulações têm crescido consideravelmente, apesar de as limitações de tempo computacional e a própria complexidade da natureza exigirem análises pontuais. Neste trabalho, foram feitos estudos computacionais sobre competição por recursos com estrutura espacial, a fim de se observar de que forma alguns aspectos dessa estrutura espacial do ecossistema pode influenciar na diversidade de espécies. O corpo das pesquisas ficou dividido em duas partes. Numa primeira, o ambiente foi fragmentado antes do povoamento da rede com as espécies, sendo os recursos distribuídos de maneira uniforme por sub-regiões, variando a heterogeneidade por meio do número dessas sub-regiões. O tipo de fragmentação foi graduado através de uma estrutura fractal, correlacionando os sítios não-habitáveis pelo expoente de Hurst, fazendo uso do movimento Browniano fracionário (mBf), além de serem considerados diferentes percentuais de fragmentação. Na segunda parte do estudo, o ambiente não foi fragmentado e os recursos foram correlacionados utilizando também o mBf para a geração de um relevo correlacionado. Em ambos os estudos, foi analisada a relação espécie-área, a distribuição de abundância e a relação entre a diversidade e a heterogeneidade dos recursos. No primeiro estudo, com respeito à relação espécie-área, observa-se dois regimes em lei de potência, sendo investigados os valores dos expoentes para cada caso. Uma maior diversidade e expoentes maiores foram observados para heterogeneidades intermediárias. Em geral, para áreas intermediárias a grandes, a diversidade de espécies diminuiu com o aumento do expoente de Hurst, fixado o percentual de fragmentação. Para áreas pequenas, não houve considerável variação na diversidade com o aumento do expoente de Hurst e o percentual de fragmentação. Fixados o valor do expoente de Hurst e a heterogeneidade de recursos, a diversidade aumentou com o aumento da fragmentação para H = 0.1. Aumentando o valor do expoente de Hurst, a variação do percentual de fragmentação não provocou diferença considerável na diversidade, principalmente para heterogeneidades intermediárias. Com relação à distribuição de abundância, foi possível observar que tanto o expoente de Hurst, quanto a heterogeneidade e o percentual de fragmentação influenciaram a distribuição, verificando-se uma distribuição bimodal para heterogeneidades intermediárias. No segundo estudo, em que os recursos foram correlacionados por meio do expoente de Hurst, pode-se observar, para diferentes valores do expoente de Hurst, um comportamento da relação espécie-área com dois regimes em lei de potência. Nota-se que, para valores maiores do expoente de Hurst, a diversidade de espécies é um pouco inferior. Para áreas pequenas, a diversidade é um pouco maior para valores pequenos desse expoente e para áreas grandes a diversidade máxima se dá para um valor intermediário do expoente de Hurst. Mesmo assim, não se verificou grandes diferenças na relação espécie-área com a variação do expoente de Hurst. Analisando a distribuição de abundância, verificou-se uma relação unimodal para os diferentes valores de Hurst, notando-se picos mais altos para valores intermediários desse expoente, embora não tenham sido verificadas diferenças significativas.Submitted by Mario BC (mario@bc.ufrpe.br) on 2018-12-14T14:04:55Z No. of bitstreams: 1 Jose Alvino de Lima Filho.pdf: 10043646 bytes, checksum: 0d7ff433a66dd231f1205a70ebd36bc7 (MD5)Made available in DSpace on 2018-12-14T14:04:55Z (GMT). No. of bitstreams: 1 Jose Alvino de Lima Filho.pdf: 10043646 bytes, checksum: 0d7ff433a66dd231f1205a70ebd36bc7 (MD5) Previous issue date: 2016-08-19application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Biometria e Estatística AplicadaUFRPEBrasilDepartamento de Estatística e InformáticaCompetição por recursosDiversidade de espéciesModelagem de ecossistemaCIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICAModelagem de ecossistemas com competição por recursos em relevos correlacionadosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis768382242446187918600600600-6774555140396120501-5836407828185143517info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPEORIGINALJose Alvino de Lima Filho.pdfJose Alvino de Lima Filho.pdfapplication/pdf10043646http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7780/2/Jose+Alvino+de+Lima+Filho.pdf0d7ff433a66dd231f1205a70ebd36bc7MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/7780/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede2/77802023-05-26 10:13:35.505oai:tede2: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Biblioteca Digital de Teses e Dissertaçõeshttp://www.tede2.ufrpe.br:8080/tede/PUBhttp://www.tede2.ufrpe.br:8080/oai/requestbdtd@ufrpe.br ||bdtd@ufrpe.bropendoar:2023-05-26T13:13:35Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Modelagem de ecossistemas com competição por recursos em relevos correlacionados
title Modelagem de ecossistemas com competição por recursos em relevos correlacionados
spellingShingle Modelagem de ecossistemas com competição por recursos em relevos correlacionados
LIMA FILHO, José Alvino de
Competição por recursos
Diversidade de espécies
Modelagem de ecossistema
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
title_short Modelagem de ecossistemas com competição por recursos em relevos correlacionados
title_full Modelagem de ecossistemas com competição por recursos em relevos correlacionados
title_fullStr Modelagem de ecossistemas com competição por recursos em relevos correlacionados
title_full_unstemmed Modelagem de ecossistemas com competição por recursos em relevos correlacionados
title_sort Modelagem de ecossistemas com competição por recursos em relevos correlacionados
author LIMA FILHO, José Alvino de
author_facet LIMA FILHO, José Alvino de
author_role author
dc.contributor.advisor1.fl_str_mv OLIVEIRA, Viviane Moraes de
dc.contributor.referee1.fl_str_mv CARVALHO, Alexandre Manoel de Morais
dc.contributor.referee2.fl_str_mv FIGUEIRÊDO, Pedro Hugo de
dc.contributor.referee3.fl_str_mv STOSIC, Tatijana
dc.contributor.referee4.fl_str_mv DUARTE NETO, Paulo José
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9481131175950679
dc.contributor.author.fl_str_mv LIMA FILHO, José Alvino de
contributor_str_mv OLIVEIRA, Viviane Moraes de
CARVALHO, Alexandre Manoel de Morais
FIGUEIRÊDO, Pedro Hugo de
STOSIC, Tatijana
DUARTE NETO, Paulo José
dc.subject.por.fl_str_mv Competição por recursos
Diversidade de espécies
Modelagem de ecossistema
topic Competição por recursos
Diversidade de espécies
Modelagem de ecossistema
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
description There is no doubt about the importance of experimental and computational research in biology, specifically in Ecology, given the limited knowledge about the nature. With increased computational possibilities, studies by simulations have grown considerably, despite the limitations of computational time and the complexity of nature require specific analysis. However, all contributions are important to the knowledge progress in this direction. In this thesis, computational studies on competition for resources with spatial structure were carried out, in order to observe how some aspects of spatial ecosystem structure can influence the diversity of species. The body of research was divided into two parts. At first, the environment was fragmented before the network occupation with the species, and the resources were distributed evenly across subregions, ranging heterogeneity by the number of these subregions. The type of fragmentation was promoted through a fractal structure, correlating the non-inhabitable sites by Hurst exponent, using the fractional Brownian motion (fBm), besides being considered different fragmentation percentage. In the second part of the study, the environment was not fragmented and resources were also correlated using the fBm for generating a correlated relief. In both studies, the species-area relationship was analyzed, abundance and distribution of the relationship between diversity and heterogeneity of resources. In the first study, concerning to the species-area relationship, two schemes in power law are observed, and were investigated the values of the exponents for each case. A higher diversity and higher exponents for intermediate heterogeneities were observed. In general, for large and intermediate areas, species diversity decreased with increasing Hurst exponent, fixed the percentage of fragmentation. For small areas, there wasn’t considerable variation in diversity with increased Hurst exponent and the percentage of fragmentation. Fixed the value of the Hurst exponent and heterogeneity of resources, diversity increased with increasing fragmentation. This happened more highly for extreme heterogeneities (low and high) and lower values of the Hurst exponent, less pronounced for intermediate heterogeneities. Increasing the value of the Hurst exponent, the variation in the percentage of fragmentation caused no significant difference in diversity, especially for intermediate heterogeneities. Regarding the distribution of abundance, it was observed that both the Hurst exponent, the heterogeneity and the fragmentation percentage influenced the distribution, verifying a bimodal distribution for intermediate heterogeneities. In the second study, in which the correlated resources by the Hurst exponent, were observed, for different values for the Hurst exponent, a behavior of the species-area ratio with two schemes power law. For higher values of the Hurst exponent, the diversity of species is somewhat lower. For small areas, diversity is slightly larger for small values of this exponent and for large areas the maximum diversity is given to an intermediate value of the Hurst exponent. Still, there was no major differences in the species-area relationship with the variation of the Hurst exponent. Analyzing the distribution of abundance, there was a unimodal relation to the different Hurst values, noting highest peaks for intermediate values of this exponent, although no significant differences.
publishDate 2016
dc.date.issued.fl_str_mv 2016-08-19
dc.date.accessioned.fl_str_mv 2018-12-14T14:04:55Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv LIMA FILHO, José Alvino de. Modelagem de ecossistemas com competição por recursos em relevos correlacionados. 2016. 132 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
dc.identifier.uri.fl_str_mv http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7780
identifier_str_mv LIMA FILHO, José Alvino de. Modelagem de ecossistemas com competição por recursos em relevos correlacionados. 2016. 132 f. Tese (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/7780
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dc.publisher.department.fl_str_mv Departamento de Estatística e Informática
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
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