Growth predictability models in Mangalarga Marchador horses
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFLA |
Texto Completo: | http://repositorio.ufla.br/jspui/handle/1/50862 |
Resumo: | This study evaluated the suitability of the Brody, logistic, and quadratic response plateau models to describe chest and cannon girth data obtained cross-sectionally in Mangalarga Marchador horses, in order to select the best model and predict the growth and maturity of males and females of this breed. Data were collected from 230 horses aged 6 to 176 months, divided by sex and age (16 age classes). The studied models were compared according to each quality evaluator by computing the adjusted coefficient of determination ( ) and residual standard deviation (RSD) with R statistical software. The chest girths obtained by the models ranged from 172.06 (males) to 181.50 cm (females) (Brody), 172.51 (males) to 181.89 cm (females) (logistic), and 177.67 (males) to 183.09 cm (females) (plateau). For cannon girth, the values were 18.18 (females) to 19.33 cm (males) (Brody), 18.11 (females) to 19.41 cm (males) (logistic), and 18.70 (females) to 19.40 cm (males) (plateau). The logistic model was best suited to describe the growth in chest girth of male and female Mangalarga Marchador horses. For cannon girth growth, the model best suited for males was the logistic model, and the one best suited for females was the Brody model |
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Growth predictability models in Mangalarga Marchador horsesModelos de previsibilidade de crescimento em cavalos Mangalarga MarchadorEquinos - CrescimentoMangalarga MarchadorModelos não linearesHorses - GrowthNonlinear modelsThis study evaluated the suitability of the Brody, logistic, and quadratic response plateau models to describe chest and cannon girth data obtained cross-sectionally in Mangalarga Marchador horses, in order to select the best model and predict the growth and maturity of males and females of this breed. Data were collected from 230 horses aged 6 to 176 months, divided by sex and age (16 age classes). The studied models were compared according to each quality evaluator by computing the adjusted coefficient of determination ( ) and residual standard deviation (RSD) with R statistical software. The chest girths obtained by the models ranged from 172.06 (males) to 181.50 cm (females) (Brody), 172.51 (males) to 181.89 cm (females) (logistic), and 177.67 (males) to 183.09 cm (females) (plateau). For cannon girth, the values were 18.18 (females) to 19.33 cm (males) (Brody), 18.11 (females) to 19.41 cm (males) (logistic), and 18.70 (females) to 19.40 cm (males) (plateau). The logistic model was best suited to describe the growth in chest girth of male and female Mangalarga Marchador horses. For cannon girth growth, the model best suited for males was the logistic model, and the one best suited for females was the Brody modelO objetivo deste estudo foi avaliar o ajuste dos modelos Brody, Logístico e Platô de resposta quadrática aos dados de perímetros torácico e de canela em equinos Mangalarga Marchador obtidos pelo método transversal, a fim de selecionar o melhor modelo e predizer sobre o crescimento e a maturidade de machos e fêmeas desta raça. Foram utilizados dados de 230 equinos de seis a 176 meses de idade que foram divididos por sexo e em 16 classes de idade. Os modelos estudados foram comparados segundo os avaliadores de qualidade: coeficiente de determinação ajustado () e desvio padrão residual (DPR), utilizando-se o software estatístico R. Os perímetros torácicos obtidos pelos modelos variaram de 172,06 a 181,50 cm (Brody), 172,51 a 181,89 cm (Logístico) e 183,09 a 177,67 cm (Platô) para fêmeas e machos, respectivamente. Para o perímetro de canela os valores variaram de 18,18 a 19,33 cm (Brody), 18,11 a 19,41 cm (Logístico) e 18,70 a 19,40 cm (Platô) para fêmeas e machos, respectivamente. O modelo logístico é mais indicado para expressar o crescimento em perímetro torácico de machos e fêmeas da raça Mangalarga Marchador. Já para a variável perímetro de canela, o modelo mais indicado para os machos foi o modelo Logístico e para as fêmeas o modelo de Brody.Universidade Federal de Santa Maria2022-08-05T21:49:31Z2022-08-05T21:49:31Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSOUZA, F. A. C. de et al. Growth predictability models in Mangalarga Marchador horses. Ciência Rural, Santa Maria, v. 52, n. 4, e20210161, 2022. DOI: 10.1590/0103-8478cr20210161.http://repositorio.ufla.br/jspui/handle/1/50862Ciência Ruralreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution-NonCommercial 4.0 Internationalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessSouza, Felipe Amorim Caetano deFernandes, Tales JesusRibeiro, Rafaela AparecidaCunha, Fabiana OliveiraMeirelles, Sarah Laguna ConceiçãoMoura, Raquel Silva deMuniz, Joel Augustoeng2022-08-05T21:49:32Zoai:localhost:1/50862Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2022-08-05T21:49:32Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false |
dc.title.none.fl_str_mv |
Growth predictability models in Mangalarga Marchador horses Modelos de previsibilidade de crescimento em cavalos Mangalarga Marchador |
title |
Growth predictability models in Mangalarga Marchador horses |
spellingShingle |
Growth predictability models in Mangalarga Marchador horses Souza, Felipe Amorim Caetano de Equinos - Crescimento Mangalarga Marchador Modelos não lineares Horses - Growth Nonlinear models |
title_short |
Growth predictability models in Mangalarga Marchador horses |
title_full |
Growth predictability models in Mangalarga Marchador horses |
title_fullStr |
Growth predictability models in Mangalarga Marchador horses |
title_full_unstemmed |
Growth predictability models in Mangalarga Marchador horses |
title_sort |
Growth predictability models in Mangalarga Marchador horses |
author |
Souza, Felipe Amorim Caetano de |
author_facet |
Souza, Felipe Amorim Caetano de Fernandes, Tales Jesus Ribeiro, Rafaela Aparecida Cunha, Fabiana Oliveira Meirelles, Sarah Laguna Conceição Moura, Raquel Silva de Muniz, Joel Augusto |
author_role |
author |
author2 |
Fernandes, Tales Jesus Ribeiro, Rafaela Aparecida Cunha, Fabiana Oliveira Meirelles, Sarah Laguna Conceição Moura, Raquel Silva de Muniz, Joel Augusto |
author2_role |
author author author author author author |
dc.contributor.author.fl_str_mv |
Souza, Felipe Amorim Caetano de Fernandes, Tales Jesus Ribeiro, Rafaela Aparecida Cunha, Fabiana Oliveira Meirelles, Sarah Laguna Conceição Moura, Raquel Silva de Muniz, Joel Augusto |
dc.subject.por.fl_str_mv |
Equinos - Crescimento Mangalarga Marchador Modelos não lineares Horses - Growth Nonlinear models |
topic |
Equinos - Crescimento Mangalarga Marchador Modelos não lineares Horses - Growth Nonlinear models |
description |
This study evaluated the suitability of the Brody, logistic, and quadratic response plateau models to describe chest and cannon girth data obtained cross-sectionally in Mangalarga Marchador horses, in order to select the best model and predict the growth and maturity of males and females of this breed. Data were collected from 230 horses aged 6 to 176 months, divided by sex and age (16 age classes). The studied models were compared according to each quality evaluator by computing the adjusted coefficient of determination ( ) and residual standard deviation (RSD) with R statistical software. The chest girths obtained by the models ranged from 172.06 (males) to 181.50 cm (females) (Brody), 172.51 (males) to 181.89 cm (females) (logistic), and 177.67 (males) to 183.09 cm (females) (plateau). For cannon girth, the values were 18.18 (females) to 19.33 cm (males) (Brody), 18.11 (females) to 19.41 cm (males) (logistic), and 18.70 (females) to 19.40 cm (males) (plateau). The logistic model was best suited to describe the growth in chest girth of male and female Mangalarga Marchador horses. For cannon girth growth, the model best suited for males was the logistic model, and the one best suited for females was the Brody model |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-08-05T21:49:31Z 2022-08-05T21:49:31Z 2022 |
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 |
SOUZA, F. A. C. de et al. Growth predictability models in Mangalarga Marchador horses. Ciência Rural, Santa Maria, v. 52, n. 4, e20210161, 2022. DOI: 10.1590/0103-8478cr20210161. http://repositorio.ufla.br/jspui/handle/1/50862 |
identifier_str_mv |
SOUZA, F. A. C. de et al. Growth predictability models in Mangalarga Marchador horses. Ciência Rural, Santa Maria, v. 52, n. 4, e20210161, 2022. DOI: 10.1590/0103-8478cr20210161. |
url |
http://repositorio.ufla.br/jspui/handle/1/50862 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial 4.0 International http://creativecommons.org/licenses/by-nc/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
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 reponame:Repositório Institucional da UFLA instname:Universidade Federal de Lavras (UFLA) instacron:UFLA |
instname_str |
Universidade Federal de Lavras (UFLA) |
instacron_str |
UFLA |
institution |
UFLA |
reponame_str |
Repositório Institucional da UFLA |
collection |
Repositório Institucional da UFLA |
repository.name.fl_str_mv |
Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA) |
repository.mail.fl_str_mv |
nivaldo@ufla.br || repositorio.biblioteca@ufla.br |
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1815439091030818816 |