Sexual dimorphism of Labrador Retriever dogs by morphometry

Detalhes bibliográficos
Autor(a) principal: Thuller, Murilo Antonio Oliveira
Data de Publicação: 2015
Outros Autores: Jangarelli, Marcelo, Couto, Douglas Mena do, Araújo, Alexandre Herculano Borges
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Bioscience journal (Online)
Texto Completo: https://seer.ufu.br/index.php/biosciencejournal/article/view/26496
Resumo: The domestic dog (Canis familiaris) is the species of greatest morphological diversity among mammals. Seventy-four Labrador Retriever dogs- 27 males and 47 females - were used in this experiment. Thirty quantitative biometric characteristics, related to morphology were measured. The objective of this study was to evaluate the morphometric traits of the Labrador Retriever breed to establish descriptive biometric attributes that may show sexual dimorphism through principal component analysis (PCA) and discriminant analysis (DA). The PCA was processed using all the variables and performing a pre-selection of the most correlated variables. The DA was performed for the 30 variables and also for the five most correlated variables with the first component (CP1), in order to classify new individuals. The PCA was able to identify sexual dimorphism in size, with both the 30 original variables as with the pre- selected variables, the latter optimized the reduction to two principal components. The DA was able to discriminate the two populations, both for 30 variables as for the five variables most correlated with the CP1. The functions with five variables can be used to classify other purebred dogs for sex, with an error of about 6.75%.
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spelling Sexual dimorphism of Labrador Retriever dogs by morphometrySexual dimorphism of labrador retriever dogs by morphometry principal component analysisCanis familiarismorphologyAgricultural SciencesThe domestic dog (Canis familiaris) is the species of greatest morphological diversity among mammals. Seventy-four Labrador Retriever dogs- 27 males and 47 females - were used in this experiment. Thirty quantitative biometric characteristics, related to morphology were measured. The objective of this study was to evaluate the morphometric traits of the Labrador Retriever breed to establish descriptive biometric attributes that may show sexual dimorphism through principal component analysis (PCA) and discriminant analysis (DA). The PCA was processed using all the variables and performing a pre-selection of the most correlated variables. The DA was performed for the 30 variables and also for the five most correlated variables with the first component (CP1), in order to classify new individuals. The PCA was able to identify sexual dimorphism in size, with both the 30 original variables as with the pre- selected variables, the latter optimized the reduction to two principal components. The DA was able to discriminate the two populations, both for 30 variables as for the five variables most correlated with the CP1. The functions with five variables can be used to classify other purebred dogs for sex, with an error of about 6.75%.: The domestic dog (Canis familiaris) is the species of greatest morphological diversity among mammals. Seventy-four Labrador Retriever dogs- 27 males and 47 females - were used in this experiment. Thirty quantitative biometric characteristics, related to morphology were measured. The objective of this study was to evaluate the morphometric traits of the Labrador Retriever breed to establish descriptive biometric attributes that may show sexual dimorphism through principal component analysis (PCA) and discriminant analysis (DA). The PCA was processed using all the variables and performing a pre-selection of the most correlated variables. The DA was performed for the 30 variables and also for the five most correlated variables with the first component (CP1), in order to classify new individuals. The PCA was able to identify sexual dimorphism in size, with both the 30 original variables as with the pre- selected variables, the latter optimized the reduction to two principal components. The DA was able to discriminate the two populations, both for 30 variables as for the five variables most correlated with the CP1. The functions with five variables can be used to classify other purebred dogs for sex, with an error of about 6.75%.EDUFU2015-09-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.ufu.br/index.php/biosciencejournal/article/view/2649610.14393/BJ-v31n5a2015-26496Bioscience Journal ; Vol. 31 No. 5 (2015): Sept./Oct.; 1475-1487Bioscience Journal ; v. 31 n. 5 (2015): Sept./Oct.; 1475-14871981-3163reponame:Bioscience journal (Online)instname:Universidade Federal de Uberlândia (UFU)instacron:UFUenghttps://seer.ufu.br/index.php/biosciencejournal/article/view/26496/17137Brazil; ContemporaryCopyright (c) 2015 Murilo Antonio Oliveira Thuller, Marcelo Jangarelli, Douglas Mena do Couto, Alexandre Herculano Borges Araújohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessThuller, Murilo Antonio OliveiraJangarelli, MarceloCouto, Douglas Mena doAraújo, Alexandre Herculano Borges2022-05-19T14:21:04Zoai:ojs.www.seer.ufu.br:article/26496Revistahttps://seer.ufu.br/index.php/biosciencejournalPUBhttps://seer.ufu.br/index.php/biosciencejournal/oaibiosciencej@ufu.br||1981-31631516-3725opendoar:2022-05-19T14:21:04Bioscience journal (Online) - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv Sexual dimorphism of Labrador Retriever dogs by morphometry
Sexual dimorphism of labrador retriever dogs by morphometry
title Sexual dimorphism of Labrador Retriever dogs by morphometry
spellingShingle Sexual dimorphism of Labrador Retriever dogs by morphometry
Thuller, Murilo Antonio Oliveira
principal component analysis
Canis familiaris
morphology
Agricultural Sciences
title_short Sexual dimorphism of Labrador Retriever dogs by morphometry
title_full Sexual dimorphism of Labrador Retriever dogs by morphometry
title_fullStr Sexual dimorphism of Labrador Retriever dogs by morphometry
title_full_unstemmed Sexual dimorphism of Labrador Retriever dogs by morphometry
title_sort Sexual dimorphism of Labrador Retriever dogs by morphometry
author Thuller, Murilo Antonio Oliveira
author_facet Thuller, Murilo Antonio Oliveira
Jangarelli, Marcelo
Couto, Douglas Mena do
Araújo, Alexandre Herculano Borges
author_role author
author2 Jangarelli, Marcelo
Couto, Douglas Mena do
Araújo, Alexandre Herculano Borges
author2_role author
author
author
dc.contributor.author.fl_str_mv Thuller, Murilo Antonio Oliveira
Jangarelli, Marcelo
Couto, Douglas Mena do
Araújo, Alexandre Herculano Borges
dc.subject.por.fl_str_mv principal component analysis
Canis familiaris
morphology
Agricultural Sciences
topic principal component analysis
Canis familiaris
morphology
Agricultural Sciences
description The domestic dog (Canis familiaris) is the species of greatest morphological diversity among mammals. Seventy-four Labrador Retriever dogs- 27 males and 47 females - were used in this experiment. Thirty quantitative biometric characteristics, related to morphology were measured. The objective of this study was to evaluate the morphometric traits of the Labrador Retriever breed to establish descriptive biometric attributes that may show sexual dimorphism through principal component analysis (PCA) and discriminant analysis (DA). The PCA was processed using all the variables and performing a pre-selection of the most correlated variables. The DA was performed for the 30 variables and also for the five most correlated variables with the first component (CP1), in order to classify new individuals. The PCA was able to identify sexual dimorphism in size, with both the 30 original variables as with the pre- selected variables, the latter optimized the reduction to two principal components. The DA was able to discriminate the two populations, both for 30 variables as for the five variables most correlated with the CP1. The functions with five variables can be used to classify other purebred dogs for sex, with an error of about 6.75%.
publishDate 2015
dc.date.none.fl_str_mv 2015-09-10
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://seer.ufu.br/index.php/biosciencejournal/article/view/26496
10.14393/BJ-v31n5a2015-26496
url https://seer.ufu.br/index.php/biosciencejournal/article/view/26496
identifier_str_mv 10.14393/BJ-v31n5a2015-26496
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://seer.ufu.br/index.php/biosciencejournal/article/view/26496/17137
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv Brazil; Contemporary
dc.publisher.none.fl_str_mv EDUFU
publisher.none.fl_str_mv EDUFU
dc.source.none.fl_str_mv Bioscience Journal ; Vol. 31 No. 5 (2015): Sept./Oct.; 1475-1487
Bioscience Journal ; v. 31 n. 5 (2015): Sept./Oct.; 1475-1487
1981-3163
reponame:Bioscience journal (Online)
instname:Universidade Federal de Uberlândia (UFU)
instacron:UFU
instname_str Universidade Federal de Uberlândia (UFU)
instacron_str UFU
institution UFU
reponame_str Bioscience journal (Online)
collection Bioscience journal (Online)
repository.name.fl_str_mv Bioscience journal (Online) - Universidade Federal de Uberlândia (UFU)
repository.mail.fl_str_mv biosciencej@ufu.br||
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