Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed

Detalhes bibliográficos
Autor(a) principal: Sellani,Mariana de Castro
Data de Publicação: 2020
Outros Autores: Rezende,Adalgiza Souza Carneiro de, Arnhold,Emmanuel, Carmo,Adriana Santana do, Mascioli,Arthur dos Santos, Mendes,Laydiane de Jesus, Barcelos,Kate Moura da Costa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Ciência Rural
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782020001200652
Resumo: ABSTRACT: The conformation is directly related to the quality of the movements, and can direct the selection by equine aptitude. This study aimed to identify which are the morphometric measurements that explain the total variance available in the marcha batida and picada gaits of young Mangalarga Marchador horses. Analyses were performed by evaluating 20 linear measurements of 420 champion horses. Measures were separated by gender (male-M and female-F), type of marcha, (batida-MB e picada-MP) and divided into eight age groups. Principal component analysis (PCA) was used to identify which measurements were most important in determining marcha variance by selecting principal component (PC) which sum of eigenvalues ​​was able to explain the minimum percentage of 80% of the total variation. The PC number varied randomly according to age groups, being 2 to 3 in both genders in MP, 3 to 4 for M-MB, and up to 5 for F-MB, suggesting lower overall variability in MP, and higher in F-MB. There was no defined pattern concerning the amount of PC per age group, demonstrating that each category may have independent variations. Although, some repetitions of variables occurred similarly in different ages, sexes, and marcha types, the responsibility for the highest occurrence of variation was the posterior cannon and gaskin length. The significant variance in the length of these segments, regardless of gender, age, and marcha, and the fact they are not measured daily suggested there is not only a lack of standardization of these segments, but there is also size compensation among them since the group evaluated is composed of breed champions.
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spelling Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breedmarchaconformationmorphometric measurementsvarianceABSTRACT: The conformation is directly related to the quality of the movements, and can direct the selection by equine aptitude. This study aimed to identify which are the morphometric measurements that explain the total variance available in the marcha batida and picada gaits of young Mangalarga Marchador horses. Analyses were performed by evaluating 20 linear measurements of 420 champion horses. Measures were separated by gender (male-M and female-F), type of marcha, (batida-MB e picada-MP) and divided into eight age groups. Principal component analysis (PCA) was used to identify which measurements were most important in determining marcha variance by selecting principal component (PC) which sum of eigenvalues ​​was able to explain the minimum percentage of 80% of the total variation. The PC number varied randomly according to age groups, being 2 to 3 in both genders in MP, 3 to 4 for M-MB, and up to 5 for F-MB, suggesting lower overall variability in MP, and higher in F-MB. There was no defined pattern concerning the amount of PC per age group, demonstrating that each category may have independent variations. Although, some repetitions of variables occurred similarly in different ages, sexes, and marcha types, the responsibility for the highest occurrence of variation was the posterior cannon and gaskin length. The significant variance in the length of these segments, regardless of gender, age, and marcha, and the fact they are not measured daily suggested there is not only a lack of standardization of these segments, but there is also size compensation among them since the group evaluated is composed of breed champions.Universidade Federal de Santa Maria2020-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782020001200652Ciência Rural v.50 n.12 2020reponame:Ciência Ruralinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM10.1590/0103-8478cr20200258info:eu-repo/semantics/openAccessSellani,Mariana de CastroRezende,Adalgiza Souza Carneiro deArnhold,EmmanuelCarmo,Adriana Santana doMascioli,Arthur dos SantosMendes,Laydiane de JesusBarcelos,Kate Moura da Costaeng2020-10-20T00:00:00ZRevista
dc.title.none.fl_str_mv Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
title Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
spellingShingle Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
Sellani,Mariana de Castro
marcha
conformation
morphometric measurements
variance
title_short Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
title_full Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
title_fullStr Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
title_full_unstemmed Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
title_sort Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
author Sellani,Mariana de Castro
author_facet Sellani,Mariana de Castro
Rezende,Adalgiza Souza Carneiro de
Arnhold,Emmanuel
Carmo,Adriana Santana do
Mascioli,Arthur dos Santos
Mendes,Laydiane de Jesus
Barcelos,Kate Moura da Costa
author_role author
author2 Rezende,Adalgiza Souza Carneiro de
Arnhold,Emmanuel
Carmo,Adriana Santana do
Mascioli,Arthur dos Santos
Mendes,Laydiane de Jesus
Barcelos,Kate Moura da Costa
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Sellani,Mariana de Castro
Rezende,Adalgiza Souza Carneiro de
Arnhold,Emmanuel
Carmo,Adriana Santana do
Mascioli,Arthur dos Santos
Mendes,Laydiane de Jesus
Barcelos,Kate Moura da Costa
dc.subject.por.fl_str_mv marcha
conformation
morphometric measurements
variance
topic marcha
conformation
morphometric measurements
variance
description ABSTRACT: The conformation is directly related to the quality of the movements, and can direct the selection by equine aptitude. This study aimed to identify which are the morphometric measurements that explain the total variance available in the marcha batida and picada gaits of young Mangalarga Marchador horses. Analyses were performed by evaluating 20 linear measurements of 420 champion horses. Measures were separated by gender (male-M and female-F), type of marcha, (batida-MB e picada-MP) and divided into eight age groups. Principal component analysis (PCA) was used to identify which measurements were most important in determining marcha variance by selecting principal component (PC) which sum of eigenvalues ​​was able to explain the minimum percentage of 80% of the total variation. The PC number varied randomly according to age groups, being 2 to 3 in both genders in MP, 3 to 4 for M-MB, and up to 5 for F-MB, suggesting lower overall variability in MP, and higher in F-MB. There was no defined pattern concerning the amount of PC per age group, demonstrating that each category may have independent variations. Although, some repetitions of variables occurred similarly in different ages, sexes, and marcha types, the responsibility for the highest occurrence of variation was the posterior cannon and gaskin length. The significant variance in the length of these segments, regardless of gender, age, and marcha, and the fact they are not measured daily suggested there is not only a lack of standardization of these segments, but there is also size compensation among them since the group evaluated is composed of breed champions.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782020001200652
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782020001200652
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/0103-8478cr20200258
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv Ciência Rural v.50 n.12 2020
reponame:Ciência Rural
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Ciência Rural
collection Ciência Rural
repository.name.fl_str_mv
repository.mail.fl_str_mv
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