Associação entre variáveis taxonômicas e ambientais com a forma de otólitos

Detalhes bibliográficos
Autor(a) principal: OLIVEIRA, Ewerton Pereira de
Data de Publicação: 2015
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UFRPE
Texto Completo: http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4859
Resumo: Sagital otoliths were analyzed trying to identify possible relationships among shape groups and environmental, biological and taxonomical variables of fishes. Five hundred otoliths images of different species were obtained. Cluster analysis by Ward's criterion was used in order to form similar otolith groups based on their shapes. This method was applied at two different times: 1) using a matrix of normalized Fourier coefficients, obtained by Fourier Elliptical analysis and Euclidean distance as similarity measure; and 2) using a similarity matrix produced by "TO distance ". Thirteen otolith morphotypes, validated by the silhouette graph, were obtained from both procedures. However, "TO distance" was more efficient, getting more heterogeneous shapes among groups and homogeneous shapes within them. Based on the groups obtained from “TO Distance”, simple correlation analysis was carried out to investigate the relationship among otolith shapes and fish variables. Results showed that the variables related to sulcus acusticus, such as position, depth and shape, were the most significant, getting a percentage of explanation of 100% of the total variability among shape groups. It follows that the results presented here can help to explain how otolith shape varies in function of fish species characteristics.
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spelling DUARTE NETO, Paulo JoséCUNHA FILHO, MoacyrSILVA, Francisco Marcante Santana dahttp://lattes.cnpq.br/4884148547761649OLIVEIRA, Ewerton Pereira de2016-06-28T12:14:06Z2015-07-30OLIVEIRA, Ewerton Pereira de. Associação entre variáveis taxonômicas e ambientais com a forma de otólitos. 2015. 94 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4859Sagital otoliths were analyzed trying to identify possible relationships among shape groups and environmental, biological and taxonomical variables of fishes. Five hundred otoliths images of different species were obtained. Cluster analysis by Ward's criterion was used in order to form similar otolith groups based on their shapes. This method was applied at two different times: 1) using a matrix of normalized Fourier coefficients, obtained by Fourier Elliptical analysis and Euclidean distance as similarity measure; and 2) using a similarity matrix produced by "TO distance ". Thirteen otolith morphotypes, validated by the silhouette graph, were obtained from both procedures. However, "TO distance" was more efficient, getting more heterogeneous shapes among groups and homogeneous shapes within them. Based on the groups obtained from “TO Distance”, simple correlation analysis was carried out to investigate the relationship among otolith shapes and fish variables. Results showed that the variables related to sulcus acusticus, such as position, depth and shape, were the most significant, getting a percentage of explanation of 100% of the total variability among shape groups. It follows that the results presented here can help to explain how otolith shape varies in function of fish species characteristics.Otólitos sagita foram analisados buscando identificar possíveis relações entre os grupos de forma do mesmo com as características ambientais, biológicas e taxonômicas de peixes. Quinhentas imagens de otólitos sagita de espécies diferentes foram obtidas sendo estas imagens associadas a um arquivo com informações biológicas, ambientais e taxonômicas dos otólitos. A análise de agrupamento, através do critério de Ward, foi utilizada com o objetivo de formar grupos de otólitos semelhantes quanto a sua forma. Este método foi aplicado em dois momentos distintos, o primeiro utilizando a matriz dos coeficientes de Fourier normalizados, obtidos pela análise de Fourier Elíptica, tendo a distância Euclidiana como indicador de similaridade entre os otólitos e o segundo momento utilizando uma matriz de similaridade produzida pelo “TO distance”, onde foram estabelecidos 13 morfotipos de otólitos quanto a sua forma, estes validados por meio do gráfico da silhueta. Foi possível identificar que o “TO distance” mostrou ser uma medida de similaridade eficiente na separação das imagens, obtendo morfotipos mais heterogêneos entre os grupos e mais homogêneos dentro deles. A análise de correspondência simples mostrou que as variáveis relacionadas aos sulcos acústicos, como posição, profundidade e forma da cauda foram as que mais se destacaram, obtendo um percentual de explicação de 100% da variabilidade total dos dados para as duas dimensões juntas. Os resultados obtidos pelos métodos multivariados facilitaram a interpretação das inter-relações entre os treze grupos e as categorias das variáveis, mostrando como a forma dos otólitos e suas características podem influenciar na vida das espécies.Submitted by Mario BC (mario@bc.ufrpe.br) on 2016-06-28T12:14:06Z No. of bitstreams: 1 Ewerton Pereira de Oliveira.pdf: 3097383 bytes, checksum: 9fa977ae687b83d00d6da838bc685cb5 (MD5)Made available in DSpace on 2016-06-28T12:14:06Z (GMT). No. of bitstreams: 1 Ewerton Pereira de Oliveira.pdf: 3097383 bytes, checksum: 9fa977ae687b83d00d6da838bc685cb5 (MD5) Previous issue date: 2015-07-30application/pdfporUniversidade Federal Rural de PernambucoPrograma de Pós-Graduação em Biometria e Estatística AplicadaUFRPEBrasilDepartamento de Estatística e InformáticaOtólitos sagitaAnálise de agrupamentoVariável taxonômicaSagital otolithsCluster analysisTaxonomical variableCIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICAAssociação entre variáveis taxonômicas e ambientais com a forma de otólitosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis768382242446187918600600600-6774555140396120501-5836407828185143517info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UFRPEinstname:Universidade Federal Rural de Pernambuco (UFRPE)instacron:UFRPELICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4859/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51ORIGINALEwerton Pereira de Oliveira.pdfEwerton Pereira de Oliveira.pdfapplication/pdf3097383http://www.tede2.ufrpe.br:8080/tede2/bitstream/tede2/4859/2/Ewerton+Pereira+de+Oliveira.pdf9fa977ae687b83d00d6da838bc685cb5MD52tede2/48592016-07-25 12:40:15.629oai: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:2024-05-28T12:32:17.296671Biblioteca Digital de Teses e Dissertações da UFRPE - Universidade Federal Rural de Pernambuco (UFRPE)false
dc.title.por.fl_str_mv Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
title Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
spellingShingle Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
OLIVEIRA, Ewerton Pereira de
Otólitos sagita
Análise de agrupamento
Variável taxonômica
Sagital otoliths
Cluster analysis
Taxonomical variable
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
title_short Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
title_full Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
title_fullStr Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
title_full_unstemmed Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
title_sort Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
author OLIVEIRA, Ewerton Pereira de
author_facet OLIVEIRA, Ewerton Pereira de
author_role author
dc.contributor.advisor1.fl_str_mv DUARTE NETO, Paulo José
dc.contributor.referee1.fl_str_mv CUNHA FILHO, Moacyr
dc.contributor.referee2.fl_str_mv SILVA, Francisco Marcante Santana da
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/4884148547761649
dc.contributor.author.fl_str_mv OLIVEIRA, Ewerton Pereira de
contributor_str_mv DUARTE NETO, Paulo José
CUNHA FILHO, Moacyr
SILVA, Francisco Marcante Santana da
dc.subject.por.fl_str_mv Otólitos sagita
Análise de agrupamento
Variável taxonômica
topic Otólitos sagita
Análise de agrupamento
Variável taxonômica
Sagital otoliths
Cluster analysis
Taxonomical variable
CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
dc.subject.eng.fl_str_mv Sagital otoliths
Cluster analysis
Taxonomical variable
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::PROBABILIDADE E ESTATISTICA
description Sagital otoliths were analyzed trying to identify possible relationships among shape groups and environmental, biological and taxonomical variables of fishes. Five hundred otoliths images of different species were obtained. Cluster analysis by Ward's criterion was used in order to form similar otolith groups based on their shapes. This method was applied at two different times: 1) using a matrix of normalized Fourier coefficients, obtained by Fourier Elliptical analysis and Euclidean distance as similarity measure; and 2) using a similarity matrix produced by "TO distance ". Thirteen otolith morphotypes, validated by the silhouette graph, were obtained from both procedures. However, "TO distance" was more efficient, getting more heterogeneous shapes among groups and homogeneous shapes within them. Based on the groups obtained from “TO Distance”, simple correlation analysis was carried out to investigate the relationship among otolith shapes and fish variables. Results showed that the variables related to sulcus acusticus, such as position, depth and shape, were the most significant, getting a percentage of explanation of 100% of the total variability among shape groups. It follows that the results presented here can help to explain how otolith shape varies in function of fish species characteristics.
publishDate 2015
dc.date.issued.fl_str_mv 2015-07-30
dc.date.accessioned.fl_str_mv 2016-06-28T12:14:06Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv OLIVEIRA, Ewerton Pereira de. Associação entre variáveis taxonômicas e ambientais com a forma de otólitos. 2015. 94 f. Dissertação (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/tede2/4859
identifier_str_mv OLIVEIRA, Ewerton Pereira de. Associação entre variáveis taxonômicas e ambientais com a forma de otólitos. 2015. 94 f. Dissertação (Programa de Pós-Graduação em Biometria e Estatística Aplicada) - Universidade Federal Rural de Pernambuco, Recife.
url http://www.tede2.ufrpe.br:8080/tede2/handle/tede2/4859
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 768382242446187918
dc.relation.confidence.fl_str_mv 600
600
600
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dc.relation.cnpq.fl_str_mv -5836407828185143517
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Biometria e Estatística Aplicada
dc.publisher.initials.fl_str_mv UFRPE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Departamento de Estatística e Informática
publisher.none.fl_str_mv Universidade Federal Rural de Pernambuco
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UFRPE
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