Parametrization of the Davis Growth Model using data of crossbred zebu cattle.

Detalhes bibliográficos
Autor(a) principal: BIASE, A. G.
Data de Publicação: 2016
Outros Autores: DIAS, C. T. dos S., BARIONI, L. G., ALBERTINI, T. Z., MARTORANO, L. G., OLTJEN, J. W., LANNA, D. P. D., OLIVEIRA, P. P. A., MEDEIROS, S. R. de, TORRES JUNIOR, R. A. de A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1059601
http://dx.doi.org/10.1590/1678-992X-2015-0284
Resumo: The system of differential equations proposed by Oltjen et al. [1986, named Davis Growth Model (DGM)] to represent cattle growth has been parameterized with data from Bos taurus (British) and Bos indicus (Nellore) breeds. The DGM has been successfully used for simulation and decision support in the United States. However, the effect of about 30 years of genetic improvement and the use of different breeds may affect the model parameter values, which also may need to be re-estimated for crossbred animals. The aim of this study was to estimate parameter values and confidence intervals for the DGM with growth and body composition data from Zebu crossbred animals. Confidence intervals and asymptotic distribution were generated through nonparametric bootstrap with data from a field experiment conducted in Brazil. The parameters showed normal probability distribution for most scenarios. The rate constant for deoxyribonucleic acid (DNA) synthesis had a minimum increase of 156 % and the maximum of 389 %, compared to the original values and the maintenance requirement had a minimum increase of 126 % and maximum of 160 % compared to the original values. Lower limits of 95 % confidence intervals for the parameters related to maintenance and protein accretion rates were higher than the original estimates of the DGM, evidencing genetic differences of the Zebu crossbred animals in relation to the original DGM parameters.
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spelling Parametrization of the Davis Growth Model using data of crossbred zebu cattle.Asymptotic distributionCalibratingCattle growthNonparametric bootstrapOrdinary differential equationsAgriculturaModelo MatemáticoBeef cattleCattleZebuMathematical modelsThe system of differential equations proposed by Oltjen et al. [1986, named Davis Growth Model (DGM)] to represent cattle growth has been parameterized with data from Bos taurus (British) and Bos indicus (Nellore) breeds. The DGM has been successfully used for simulation and decision support in the United States. However, the effect of about 30 years of genetic improvement and the use of different breeds may affect the model parameter values, which also may need to be re-estimated for crossbred animals. The aim of this study was to estimate parameter values and confidence intervals for the DGM with growth and body composition data from Zebu crossbred animals. Confidence intervals and asymptotic distribution were generated through nonparametric bootstrap with data from a field experiment conducted in Brazil. The parameters showed normal probability distribution for most scenarios. The rate constant for deoxyribonucleic acid (DNA) synthesis had a minimum increase of 156 % and the maximum of 389 %, compared to the original values and the maintenance requirement had a minimum increase of 126 % and maximum of 160 % compared to the original values. Lower limits of 95 % confidence intervals for the parameters related to maintenance and protein accretion rates were higher than the original estimates of the DGM, evidencing genetic differences of the Zebu crossbred animals in relation to the original DGM parameters.ADRIELE GIARETTA BIASE, Esalq/USP; CARLOS TADEU DOS SANTOS DIAS, Esalq/USP; LUIS GUSTAVO BARIONI, CNPTIA; TIAGO ZANETT ALBERTINI, Esalq/USP; LUCIETA GUERREIRO MARTORANO, CPATU; JAMES W. OLTJEN, University of California; DANTE PAZZANESE DUARTE LANNA, Esalq/USP; PATRICIA PERONDI ANCHAO OLIVEIRA, CPPSE; SERGIO RAPOSO DE MEDEIROS, CNPGC; ROBERTO AUGUSTO DE ALMEIDA TORRES JUNIOR, CNPGC.BIASE, A. G.DIAS, C. T. dos S.BARIONI, L. G.ALBERTINI, T. Z.MARTORANO, L. G.OLTJEN, J. W.LANNA, D. P. D.OLIVEIRA, P. P. A.MEDEIROS, S. R. deTORRES JUNIOR, R. A. de A.2016-12-29T11:11:11Z2016-12-29T11:11:11Z2016-12-2920172017-03-30T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, v. 74, n. 1, p.8-17, Jan./Feb. 2017.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1059601http://dx.doi.org/10.1590/1678-992X-2015-0284enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-08-16T04:00:01Zoai:www.alice.cnptia.embrapa.br:doc/1059601Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-16T04:00:01falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-16T04:00:01Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
title Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
spellingShingle Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
BIASE, A. G.
Asymptotic distribution
Calibrating
Cattle growth
Nonparametric bootstrap
Ordinary differential equations
Agricultura
Modelo Matemático
Beef cattle
Cattle
Zebu
Mathematical models
title_short Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
title_full Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
title_fullStr Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
title_full_unstemmed Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
title_sort Parametrization of the Davis Growth Model using data of crossbred zebu cattle.
author BIASE, A. G.
author_facet BIASE, A. G.
DIAS, C. T. dos S.
BARIONI, L. G.
ALBERTINI, T. Z.
MARTORANO, L. G.
OLTJEN, J. W.
LANNA, D. P. D.
OLIVEIRA, P. P. A.
MEDEIROS, S. R. de
TORRES JUNIOR, R. A. de A.
author_role author
author2 DIAS, C. T. dos S.
BARIONI, L. G.
ALBERTINI, T. Z.
MARTORANO, L. G.
OLTJEN, J. W.
LANNA, D. P. D.
OLIVEIRA, P. P. A.
MEDEIROS, S. R. de
TORRES JUNIOR, R. A. de A.
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv ADRIELE GIARETTA BIASE, Esalq/USP; CARLOS TADEU DOS SANTOS DIAS, Esalq/USP; LUIS GUSTAVO BARIONI, CNPTIA; TIAGO ZANETT ALBERTINI, Esalq/USP; LUCIETA GUERREIRO MARTORANO, CPATU; JAMES W. OLTJEN, University of California; DANTE PAZZANESE DUARTE LANNA, Esalq/USP; PATRICIA PERONDI ANCHAO OLIVEIRA, CPPSE; SERGIO RAPOSO DE MEDEIROS, CNPGC; ROBERTO AUGUSTO DE ALMEIDA TORRES JUNIOR, CNPGC.
dc.contributor.author.fl_str_mv BIASE, A. G.
DIAS, C. T. dos S.
BARIONI, L. G.
ALBERTINI, T. Z.
MARTORANO, L. G.
OLTJEN, J. W.
LANNA, D. P. D.
OLIVEIRA, P. P. A.
MEDEIROS, S. R. de
TORRES JUNIOR, R. A. de A.
dc.subject.por.fl_str_mv Asymptotic distribution
Calibrating
Cattle growth
Nonparametric bootstrap
Ordinary differential equations
Agricultura
Modelo Matemático
Beef cattle
Cattle
Zebu
Mathematical models
topic Asymptotic distribution
Calibrating
Cattle growth
Nonparametric bootstrap
Ordinary differential equations
Agricultura
Modelo Matemático
Beef cattle
Cattle
Zebu
Mathematical models
description The system of differential equations proposed by Oltjen et al. [1986, named Davis Growth Model (DGM)] to represent cattle growth has been parameterized with data from Bos taurus (British) and Bos indicus (Nellore) breeds. The DGM has been successfully used for simulation and decision support in the United States. However, the effect of about 30 years of genetic improvement and the use of different breeds may affect the model parameter values, which also may need to be re-estimated for crossbred animals. The aim of this study was to estimate parameter values and confidence intervals for the DGM with growth and body composition data from Zebu crossbred animals. Confidence intervals and asymptotic distribution were generated through nonparametric bootstrap with data from a field experiment conducted in Brazil. The parameters showed normal probability distribution for most scenarios. The rate constant for deoxyribonucleic acid (DNA) synthesis had a minimum increase of 156 % and the maximum of 389 %, compared to the original values and the maintenance requirement had a minimum increase of 126 % and maximum of 160 % compared to the original values. Lower limits of 95 % confidence intervals for the parameters related to maintenance and protein accretion rates were higher than the original estimates of the DGM, evidencing genetic differences of the Zebu crossbred animals in relation to the original DGM parameters.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-29T11:11:11Z
2016-12-29T11:11:11Z
2016-12-29
2017
2017-03-30T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Scientia Agricola, v. 74, n. 1, p.8-17, Jan./Feb. 2017.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1059601
http://dx.doi.org/10.1590/1678-992X-2015-0284
identifier_str_mv Scientia Agricola, v. 74, n. 1, p.8-17, Jan./Feb. 2017.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1059601
http://dx.doi.org/10.1590/1678-992X-2015-0284
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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