Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages

Detalhes bibliográficos
Autor(a) principal: Oliveira,Jhone Gleison de
Data de Publicação: 2020
Outros Autores: Henrique,Douglas Sampaio, Abreu,Matheus Lima Corrêa, Fluck,Ana Carolina, Mayer,Lilian Regina Rothe, Costa,Olmar Antônio Denardin, Atoji-Henrique,Katia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Brasileira de Zootecnia (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982020000100804
Resumo: ABSTRACT Our objective was to identify the best fit mathematical models for in vitro gas production kinetics using rumen fluid and forage plants commonly used in ruminant feed to obtain better estimates of parameters that describe the rumen fermentation. Four mathematical models were tested, two unicompartmental (M1 = first order, M2 = Gompertz) and two bicompartmental (M3 = M1 + M2; M4 = M2 + M2). Two temperate grasses were evaluated, as well as four tropical grasses and three temperate forage legumes. The fit of the models was verified by the corrected Akaike information criterion (AICcr) and the difference among AICcr values (Δr), likelihood probability (Wr), and relative likelihood (ERr). Temperate forages reached maximum gas production between 48 and 72 h. In the tropical forages, it occurred only after 72 h. In profiles in which M3 was the best choice, the values of parameters Vf 1 were higher than those of Vf 2, and k1 values were higher than k2 values. The only exception was for Tifton 85 profile, whose Vf 2 value was higher than Vf 1. The model M3 has a better fit for tropical forages with higher fiber content and lower levels of nonfibrous carbohydrates and crude protein. The model M1 has a better fit for forage with higher nonfibrous carbohydrate contents and low lignin content.
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spelling Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate foragesin vitrokinetic parametersruminal kineticsABSTRACT Our objective was to identify the best fit mathematical models for in vitro gas production kinetics using rumen fluid and forage plants commonly used in ruminant feed to obtain better estimates of parameters that describe the rumen fermentation. Four mathematical models were tested, two unicompartmental (M1 = first order, M2 = Gompertz) and two bicompartmental (M3 = M1 + M2; M4 = M2 + M2). Two temperate grasses were evaluated, as well as four tropical grasses and three temperate forage legumes. The fit of the models was verified by the corrected Akaike information criterion (AICcr) and the difference among AICcr values (Δr), likelihood probability (Wr), and relative likelihood (ERr). Temperate forages reached maximum gas production between 48 and 72 h. In the tropical forages, it occurred only after 72 h. In profiles in which M3 was the best choice, the values of parameters Vf 1 were higher than those of Vf 2, and k1 values were higher than k2 values. The only exception was for Tifton 85 profile, whose Vf 2 value was higher than Vf 1. The model M3 has a better fit for tropical forages with higher fiber content and lower levels of nonfibrous carbohydrates and crude protein. The model M1 has a better fit for forage with higher nonfibrous carbohydrate contents and low lignin content.Sociedade Brasileira de Zootecnia2020-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982020000100804Revista Brasileira de Zootecnia v.49 2020reponame:Revista Brasileira de Zootecnia (Online)instname:Sociedade Brasileira de Zootecnia (SBZ)instacron:SBZ10.37496/rbz4920190197info:eu-repo/semantics/openAccessOliveira,Jhone Gleison deHenrique,Douglas SampaioAbreu,Matheus Lima CorrêaFluck,Ana CarolinaMayer,Lilian Regina RotheCosta,Olmar Antônio DenardinAtoji-Henrique,Katiaeng2020-06-08T00:00:00Zoai:scielo:S1516-35982020000100804Revistahttps://www.rbz.org.br/pt-br/https://old.scielo.br/oai/scielo-oai.php||bz@sbz.org.br|| secretariarbz@sbz.org.br1806-92901516-3598opendoar:2020-06-08T00:00Revista Brasileira de Zootecnia (Online) - Sociedade Brasileira de Zootecnia (SBZ)false
dc.title.none.fl_str_mv Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
title Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
spellingShingle Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
Oliveira,Jhone Gleison de
in vitro
kinetic parameters
ruminal kinetics
title_short Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
title_full Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
title_fullStr Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
title_full_unstemmed Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
title_sort Evaluation of mathematical models to describe gas production kinetics of some tropical and temperate forages
author Oliveira,Jhone Gleison de
author_facet Oliveira,Jhone Gleison de
Henrique,Douglas Sampaio
Abreu,Matheus Lima Corrêa
Fluck,Ana Carolina
Mayer,Lilian Regina Rothe
Costa,Olmar Antônio Denardin
Atoji-Henrique,Katia
author_role author
author2 Henrique,Douglas Sampaio
Abreu,Matheus Lima Corrêa
Fluck,Ana Carolina
Mayer,Lilian Regina Rothe
Costa,Olmar Antônio Denardin
Atoji-Henrique,Katia
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Oliveira,Jhone Gleison de
Henrique,Douglas Sampaio
Abreu,Matheus Lima Corrêa
Fluck,Ana Carolina
Mayer,Lilian Regina Rothe
Costa,Olmar Antônio Denardin
Atoji-Henrique,Katia
dc.subject.por.fl_str_mv in vitro
kinetic parameters
ruminal kinetics
topic in vitro
kinetic parameters
ruminal kinetics
description ABSTRACT Our objective was to identify the best fit mathematical models for in vitro gas production kinetics using rumen fluid and forage plants commonly used in ruminant feed to obtain better estimates of parameters that describe the rumen fermentation. Four mathematical models were tested, two unicompartmental (M1 = first order, M2 = Gompertz) and two bicompartmental (M3 = M1 + M2; M4 = M2 + M2). Two temperate grasses were evaluated, as well as four tropical grasses and three temperate forage legumes. The fit of the models was verified by the corrected Akaike information criterion (AICcr) and the difference among AICcr values (Δr), likelihood probability (Wr), and relative likelihood (ERr). Temperate forages reached maximum gas production between 48 and 72 h. In the tropical forages, it occurred only after 72 h. In profiles in which M3 was the best choice, the values of parameters Vf 1 were higher than those of Vf 2, and k1 values were higher than k2 values. The only exception was for Tifton 85 profile, whose Vf 2 value was higher than Vf 1. The model M3 has a better fit for tropical forages with higher fiber content and lower levels of nonfibrous carbohydrates and crude protein. The model M1 has a better fit for forage with higher nonfibrous carbohydrate contents and low lignin content.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 10.37496/rbz4920190197
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dc.publisher.none.fl_str_mv Sociedade Brasileira de Zootecnia
publisher.none.fl_str_mv Sociedade Brasileira de Zootecnia
dc.source.none.fl_str_mv Revista Brasileira de Zootecnia v.49 2020
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