Associação entre variáveis taxonômicas e ambientais com a forma de otólitos
Autor(a) principal: | |
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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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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 |
format |
masterThesis |
status_str |
publishedVersion |
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 |
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600 600 600 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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application/pdf |
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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 |
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