Comparison of non-linear models for describing growth of Guzerat beef cattle females

Detalhes bibliográficos
Autor(a) principal: Oliveira, Henrique Nunes de
Data de Publicação: 2000
Outros Autores: Lôbo, Raysildo Barbosa, Pereira, Carmen Silva
Tipo de documento: Artigo
Idioma: por
Título da fonte: Pesquisa Agropecuária Brasileira (Online)
Texto Completo: https://seer.sct.embrapa.br/index.php/pab/article/view/5966
Resumo: Data on growth and reproduction of 573 females Guzerat beef cattle born between 1961 and 1985, at Fazenda Canoas, located in the county of Curvelo, MG, Brazil, were used to obtain a growth pattern for the breed, through the use of a mathematical model. Weight-age data, collected up to 1992, were used to fit five nonlinear models: Brody, Bertalanffy, Logistic, Gompertz, and Richard. Estimated assyntotic weight and growth rate were, respectively, for Brody model 464.49 and 0.046; for Bertalanffy model 453.18 and 0.065; for Logistic model 447.05 and 0.085; for Gompertz model 449.89 and 0.075, and for Richards model 458.26 and 0.055. Richards model presented computational difficulty to fit the data. Other models showed good fit to the data, and presented little variations on the criteria chosen. Bertalanffy model showed a better goodness of fit on the set of criteria and was the choice to describe the growth patterns of Guzerat cattle.
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spelling Comparison of non-linear models for describing growth of Guzerat beef cattle femalesComparação de modelos não-lineares para descrever o crescimento de fêmeas da raça Guzeráweight; maturation; growth rate; mathematical modelspeso; maturação; taxa de crescimento; modelo matemáticoData on growth and reproduction of 573 females Guzerat beef cattle born between 1961 and 1985, at Fazenda Canoas, located in the county of Curvelo, MG, Brazil, were used to obtain a growth pattern for the breed, through the use of a mathematical model. Weight-age data, collected up to 1992, were used to fit five nonlinear models: Brody, Bertalanffy, Logistic, Gompertz, and Richard. Estimated assyntotic weight and growth rate were, respectively, for Brody model 464.49 and 0.046; for Bertalanffy model 453.18 and 0.065; for Logistic model 447.05 and 0.085; for Gompertz model 449.89 and 0.075, and for Richards model 458.26 and 0.055. Richards model presented computational difficulty to fit the data. Other models showed good fit to the data, and presented little variations on the criteria chosen. Bertalanffy model showed a better goodness of fit on the set of criteria and was the choice to describe the growth patterns of Guzerat cattle.Dados de crescimento e reprodução de 573 vacas da raça Guzerá, nascidas entre 1961 e 1985, na Fazenda Canoas, em Curvelo, MG, foram analisados com o objetivo de estabelecer um padrão médio de crescimento, mediante o uso de um modelo matemático que se ajuste adequadamente aos dados. Os modelos Brody, Bertalanffy, Logístico, Gompertz e Richards foram ajustados aos dados de peso/idade, coletados até 1992, e comparados quanto à qualidade de ajustamento. Os pesos assintóticos e as taxas de maturidade estimadas foram, respectivamente: para o modelo Brody, 464,49 e 0,046; para o Bertalanffy, 453,18 e 0,065; para o Logístico, 447,05 e 0,085; para o Gompertz, 449,89 e 0,075, e para o Richards, 458,26 e 0,055. O modelo Richards apresentou dificuldades computacionais para ajustamento aos dados. Os outros modelos se revelaram adequados para descrever o crescimento nesses animais, apresentando pequenas variações na qualidade de ajustamento, de acordo com os critérios utilizados. O modelo Bertalanffy foi escolhido para representar a curva média de crescimento dos animais, por apresentar um ajustamento superior no conjunto dos critérios.Pesquisa Agropecuaria BrasileiraPesquisa Agropecuária BrasileiraOliveira, Henrique Nunes deLôbo, Raysildo BarbosaPereira, Carmen Silva2000-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.sct.embrapa.br/index.php/pab/article/view/5966Pesquisa Agropecuaria Brasileira; v.35, n.9, set. 2000; 1843-1851Pesquisa Agropecuária Brasileira; v.35, n.9, set. 2000; 1843-18511678-39210100-104xreponame:Pesquisa Agropecuária Brasileira (Online)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPAporhttps://seer.sct.embrapa.br/index.php/pab/article/view/5966/3070info:eu-repo/semantics/openAccess2010-07-22T17:21:40Zoai:ojs.seer.sct.embrapa.br:article/5966Revistahttp://seer.sct.embrapa.br/index.php/pabPRIhttps://old.scielo.br/oai/scielo-oai.phppab@sct.embrapa.br || sct.pab@embrapa.br1678-39210100-204Xopendoar:2010-07-22T17:21:40Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Comparison of non-linear models for describing growth of Guzerat beef cattle females
Comparação de modelos não-lineares para descrever o crescimento de fêmeas da raça Guzerá
title Comparison of non-linear models for describing growth of Guzerat beef cattle females
spellingShingle Comparison of non-linear models for describing growth of Guzerat beef cattle females
Oliveira, Henrique Nunes de
weight; maturation; growth rate; mathematical models
peso; maturação; taxa de crescimento; modelo matemático
title_short Comparison of non-linear models for describing growth of Guzerat beef cattle females
title_full Comparison of non-linear models for describing growth of Guzerat beef cattle females
title_fullStr Comparison of non-linear models for describing growth of Guzerat beef cattle females
title_full_unstemmed Comparison of non-linear models for describing growth of Guzerat beef cattle females
title_sort Comparison of non-linear models for describing growth of Guzerat beef cattle females
author Oliveira, Henrique Nunes de
author_facet Oliveira, Henrique Nunes de
Lôbo, Raysildo Barbosa
Pereira, Carmen Silva
author_role author
author2 Lôbo, Raysildo Barbosa
Pereira, Carmen Silva
author2_role author
author
dc.contributor.none.fl_str_mv

dc.contributor.author.fl_str_mv Oliveira, Henrique Nunes de
Lôbo, Raysildo Barbosa
Pereira, Carmen Silva
dc.subject.por.fl_str_mv weight; maturation; growth rate; mathematical models
peso; maturação; taxa de crescimento; modelo matemático
topic weight; maturation; growth rate; mathematical models
peso; maturação; taxa de crescimento; modelo matemático
description Data on growth and reproduction of 573 females Guzerat beef cattle born between 1961 and 1985, at Fazenda Canoas, located in the county of Curvelo, MG, Brazil, were used to obtain a growth pattern for the breed, through the use of a mathematical model. Weight-age data, collected up to 1992, were used to fit five nonlinear models: Brody, Bertalanffy, Logistic, Gompertz, and Richard. Estimated assyntotic weight and growth rate were, respectively, for Brody model 464.49 and 0.046; for Bertalanffy model 453.18 and 0.065; for Logistic model 447.05 and 0.085; for Gompertz model 449.89 and 0.075, and for Richards model 458.26 and 0.055. Richards model presented computational difficulty to fit the data. Other models showed good fit to the data, and presented little variations on the criteria chosen. Bertalanffy model showed a better goodness of fit on the set of criteria and was the choice to describe the growth patterns of Guzerat cattle.
publishDate 2000
dc.date.none.fl_str_mv 2000-09-01
dc.type.none.fl_str_mv
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://seer.sct.embrapa.br/index.php/pab/article/view/5966
url https://seer.sct.embrapa.br/index.php/pab/article/view/5966
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://seer.sct.embrapa.br/index.php/pab/article/view/5966/3070
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
dc.source.none.fl_str_mv Pesquisa Agropecuaria Brasileira; v.35, n.9, set. 2000; 1843-1851
Pesquisa Agropecuária Brasileira; v.35, n.9, set. 2000; 1843-1851
1678-3921
0100-104x
reponame:Pesquisa Agropecuária Brasileira (Online)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Pesquisa Agropecuária Brasileira (Online)
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repository.name.fl_str_mv Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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