Análise de componentes principais para características de crescimento em bovinos de corte

Detalhes bibliográficos
Autor(a) principal: Souza Dantas Muniz, Carolina Amalia de
Data de Publicação: 2014
Outros Autores: Queiroz, Sandra Aidar de [UNESP], Mascioli, Arthur dos Santos, Zadra, Lenira El Faro
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.5433/1679-0359.2014v35n3p1569
http://hdl.handle.net/11449/117617
Resumo: The objetive of this research was to study the relation among body weight and average daily gain in different ages, using principal components analysis. Data on 1663 birth weight (BW), weaning weight adjusted to 230 days (WW), yearling weight adjusted to 365 days (YW), long yearling weight adjusted to 550 days (LYW), average daily gain from birth to weaning (AGW), average daily gain from weaning to 365 days (AGY) and average daily gain from 365 days weight to 550 day weight (AGL) from crossbred animals, and data on 320 observations of the same traits from straightbreed Nellore animals were analysed. The model included the fixed effects of breed (only crossbred data), contemporary group, and linear and quadratic effects of age at calving. For body weight in different ages, the first principal component contrasted heavier and light animals after birth and explained about 79,0% and 78,0% of the variation for data on crossbred and Nellore animals, respectively. The second principal component compared heavier animals at weaning and yearling weight those at long yearling weight. It explained around 13,5% and 15,5% of the total variation, respectively, for data on F1 and Nellore breed. The major source of variation among animals on the two data set for body weight was due to differences in weight followed by differences in the ages they got those weight. For the traits expressed as average daily gain, the variation among animals was due to differences in birth season, the first principal component explaining about 52,0% of the variation on crossbred animals. This component compared animal with higher AGY with those with higher AGW and AGL. For data on Nellore breed, the first component explain about 56,0% of the total variation and also compared animals with higher AGY with those with higher AGW and AGL.
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spelling Análise de componentes principais para características de crescimento em bovinos de cortePrincipal components analysis for growth traits in beef cattleAverage daily gainbirth weightcrossbred animalslong yearling weightyearling weightweaning weightThe objetive of this research was to study the relation among body weight and average daily gain in different ages, using principal components analysis. Data on 1663 birth weight (BW), weaning weight adjusted to 230 days (WW), yearling weight adjusted to 365 days (YW), long yearling weight adjusted to 550 days (LYW), average daily gain from birth to weaning (AGW), average daily gain from weaning to 365 days (AGY) and average daily gain from 365 days weight to 550 day weight (AGL) from crossbred animals, and data on 320 observations of the same traits from straightbreed Nellore animals were analysed. The model included the fixed effects of breed (only crossbred data), contemporary group, and linear and quadratic effects of age at calving. For body weight in different ages, the first principal component contrasted heavier and light animals after birth and explained about 79,0% and 78,0% of the variation for data on crossbred and Nellore animals, respectively. The second principal component compared heavier animals at weaning and yearling weight those at long yearling weight. It explained around 13,5% and 15,5% of the total variation, respectively, for data on F1 and Nellore breed. The major source of variation among animals on the two data set for body weight was due to differences in weight followed by differences in the ages they got those weight. For the traits expressed as average daily gain, the variation among animals was due to differences in birth season, the first principal component explaining about 52,0% of the variation on crossbred animals. This component compared animal with higher AGY with those with higher AGW and AGL. For data on Nellore breed, the first component explain about 56,0% of the total variation and also compared animals with higher AGY with those with higher AGW and AGL.Univ Estadual Londrina, Londrina, PR, BrazilUniv Estadual Paulista, UNESP, Fac Ciencias Agr & Vet, Jaboticabal, SP, BrazilUFG, Jatai, Go, BrazilAPTA, Estacao Expt Zootecnia, Ribeirao Preto, SP, BrazilUniv Estadual Paulista, UNESP, Fac Ciencias Agr & Vet, Jaboticabal, SP, BrazilUniv Estadual LondrinaUniversidade Estadual de Londrina (UEL)Universidade Estadual Paulista (Unesp)Universidade Federal de Goiás (UFG)APTASouza Dantas Muniz, Carolina Amalia deQueiroz, Sandra Aidar de [UNESP]Mascioli, Arthur dos SantosZadra, Lenira El Faro2015-03-18T15:56:33Z2015-03-18T15:56:33Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1569-1576application/pdfhttp://dx.doi.org/10.5433/1679-0359.2014v35n3p1569Semina-ciencias Agrarias. Londrina: Univ Estadual Londrina, v. 35, n. 3, p. 1569-1576, 2014.1676-546Xhttp://hdl.handle.net/11449/11761710.5433/1679-0359.2014v35n3p1569WOS:000340334200043WOS000340334200043.pdf9096087557977610Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporSemina-ciencias Agrarias0.349info:eu-repo/semantics/openAccess2024-06-07T18:41:06Zoai:repositorio.unesp.br:11449/117617Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:12:06.400058Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Análise de componentes principais para características de crescimento em bovinos de corte
Principal components analysis for growth traits in beef cattle
title Análise de componentes principais para características de crescimento em bovinos de corte
spellingShingle Análise de componentes principais para características de crescimento em bovinos de corte
Souza Dantas Muniz, Carolina Amalia de
Average daily gain
birth weight
crossbred animals
long yearling weight
yearling weight
weaning weight
title_short Análise de componentes principais para características de crescimento em bovinos de corte
title_full Análise de componentes principais para características de crescimento em bovinos de corte
title_fullStr Análise de componentes principais para características de crescimento em bovinos de corte
title_full_unstemmed Análise de componentes principais para características de crescimento em bovinos de corte
title_sort Análise de componentes principais para características de crescimento em bovinos de corte
author Souza Dantas Muniz, Carolina Amalia de
author_facet Souza Dantas Muniz, Carolina Amalia de
Queiroz, Sandra Aidar de [UNESP]
Mascioli, Arthur dos Santos
Zadra, Lenira El Faro
author_role author
author2 Queiroz, Sandra Aidar de [UNESP]
Mascioli, Arthur dos Santos
Zadra, Lenira El Faro
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Londrina (UEL)
Universidade Estadual Paulista (Unesp)
Universidade Federal de Goiás (UFG)
APTA
dc.contributor.author.fl_str_mv Souza Dantas Muniz, Carolina Amalia de
Queiroz, Sandra Aidar de [UNESP]
Mascioli, Arthur dos Santos
Zadra, Lenira El Faro
dc.subject.por.fl_str_mv Average daily gain
birth weight
crossbred animals
long yearling weight
yearling weight
weaning weight
topic Average daily gain
birth weight
crossbred animals
long yearling weight
yearling weight
weaning weight
description The objetive of this research was to study the relation among body weight and average daily gain in different ages, using principal components analysis. Data on 1663 birth weight (BW), weaning weight adjusted to 230 days (WW), yearling weight adjusted to 365 days (YW), long yearling weight adjusted to 550 days (LYW), average daily gain from birth to weaning (AGW), average daily gain from weaning to 365 days (AGY) and average daily gain from 365 days weight to 550 day weight (AGL) from crossbred animals, and data on 320 observations of the same traits from straightbreed Nellore animals were analysed. The model included the fixed effects of breed (only crossbred data), contemporary group, and linear and quadratic effects of age at calving. For body weight in different ages, the first principal component contrasted heavier and light animals after birth and explained about 79,0% and 78,0% of the variation for data on crossbred and Nellore animals, respectively. The second principal component compared heavier animals at weaning and yearling weight those at long yearling weight. It explained around 13,5% and 15,5% of the total variation, respectively, for data on F1 and Nellore breed. The major source of variation among animals on the two data set for body weight was due to differences in weight followed by differences in the ages they got those weight. For the traits expressed as average daily gain, the variation among animals was due to differences in birth season, the first principal component explaining about 52,0% of the variation on crossbred animals. This component compared animal with higher AGY with those with higher AGW and AGL. For data on Nellore breed, the first component explain about 56,0% of the total variation and also compared animals with higher AGY with those with higher AGW and AGL.
publishDate 2014
dc.date.none.fl_str_mv 2014-01-01
2015-03-18T15:56:33Z
2015-03-18T15:56:33Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.5433/1679-0359.2014v35n3p1569
Semina-ciencias Agrarias. Londrina: Univ Estadual Londrina, v. 35, n. 3, p. 1569-1576, 2014.
1676-546X
http://hdl.handle.net/11449/117617
10.5433/1679-0359.2014v35n3p1569
WOS:000340334200043
WOS000340334200043.pdf
9096087557977610
url http://dx.doi.org/10.5433/1679-0359.2014v35n3p1569
http://hdl.handle.net/11449/117617
identifier_str_mv Semina-ciencias Agrarias. Londrina: Univ Estadual Londrina, v. 35, n. 3, p. 1569-1576, 2014.
1676-546X
10.5433/1679-0359.2014v35n3p1569
WOS:000340334200043
WOS000340334200043.pdf
9096087557977610
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Semina-ciencias Agrarias
0.349
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1569-1576
application/pdf
dc.publisher.none.fl_str_mv Univ Estadual Londrina
publisher.none.fl_str_mv Univ Estadual Londrina
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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