Principal component analysis of linear measures of young horses national champions of Mangalarga Marchador breed
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Outros Autores: | , , , , , |
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. |
id |
UFSM-2_2b77bdf6838b35b138fdef235f1fada7 |
---|---|
oai_identifier_str |
oai:scielo:S0103-84782020001200652 |
network_acronym_str |
UFSM-2 |
network_name_str |
Ciência rural (Online) |
repository_id_str |
|
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 |
|
_version_ |
1749140555243192320 |