Sexual dimorphism of Labrador Retriever dogs by morphometry

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 thi...

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Main Authors: Murilo Antonio Oliveira Thuller, Marcelo Jangarelli, Douglas Mena do Couto, Alexandre Herculano Borges Araújo
Format: Article
Language:English
Published: Universidade Federal de Uberlândia 2015-09-01
Series:Bioscience Journal
Subjects:
Online Access:http://www.seer.ufu.br/index.php/biosciencejournal/article/view/26496
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spelling doaj-f8bfc605f4eb486fab499b06de8c0e232021-06-29T19:05:46ZengUniversidade Federal de UberlândiaBioscience Journal1981-31632015-09-0131510.14393/BJ-v31n5a2015-2649626496Sexual dimorphism of Labrador Retriever dogs by morphometryMurilo Antonio Oliveira Thuller0Marcelo Jangarelli1Douglas Mena do Couto2Alexandre Herculano Borges Araújo3Universidade Federal Rural do Rio de JaneiroUniversidade Federal Rural do Rio de JaneiroUniversidade Federal Rural do Rio de JaneiroUniversidade Federal Rural do Rio de JaneiroThe 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%.http://www.seer.ufu.br/index.php/biosciencejournal/article/view/26496principal component analysiscanis familiarismorphology
collection DOAJ
language English
format Article
sources DOAJ
author Murilo Antonio Oliveira Thuller
Marcelo Jangarelli
Douglas Mena do Couto
Alexandre Herculano Borges Araújo
spellingShingle Murilo Antonio Oliveira Thuller
Marcelo Jangarelli
Douglas Mena do Couto
Alexandre Herculano Borges Araújo
Sexual dimorphism of Labrador Retriever dogs by morphometry
Bioscience Journal
principal component analysis
canis familiaris
morphology
author_facet Murilo Antonio Oliveira Thuller
Marcelo Jangarelli
Douglas Mena do Couto
Alexandre Herculano Borges Araújo
author_sort Murilo Antonio Oliveira Thuller
title Sexual dimorphism of Labrador Retriever dogs by morphometry
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
publisher Universidade Federal de Uberlândia
series Bioscience Journal
issn 1981-3163
publishDate 2015-09-01
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%.
topic principal component analysis
canis familiaris
morphology
url http://www.seer.ufu.br/index.php/biosciencejournal/article/view/26496
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AT douglasmenadocouto sexualdimorphismoflabradorretrieverdogsbymorphometry
AT alexandreherculanoborgesaraujo sexualdimorphismoflabradorretrieverdogsbymorphometry
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