Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons

Detalhes bibliográficos
Autor(a) principal: Pezzini, Rafael Vieira
Data de Publicação: 2019
Outros Autores: Cargnelutti Filho, Alberto, Bem, Cláudia Marques de, Souza, Jéssica Maronez de, Chaves, Gabriela Görgen, Neu, Ismael Mario Marcio, Procedi, Andréia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Semina. Ciências Agrárias (Online)
Texto Completo: https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/34891
Resumo: The use of mathematical models in the study plant growth allows the identification of phases important to the cultivars and comparison between cultivars of the same species. The objectives of this work were to fit the Gompertz and Logistic growth models for the traits of plant height and stem length as a function of the accumulated thermal sum and accumulated solar radiation, to compare the fittings and the behavior of the sudangrass cultivars and indicate the model that best describes the growth of the cultivars during four sowing seasons. Were conducted eight uniformity trials with sudangrass. At 15 days after emergence, were began the collect and evaluation of five plants from each trial. Were measured plant height and stem length. The models were fitted using the values obtained for the traits of the five plants in each evaluation as a function of the accumulated thermal sum and accumulated solar radiation. Were estimated the parameters, determined their interval of confidence, critical points in the growth curves and quality indicators of the fit. The intrinsic nonlinearities and the parameter effect were also quantified. The accumulated thermal sum and accumulated solar radiation are adequate for the use as an independent variable in the model fitted. Both models were adequate to describe the growth of the traits plant height and stem length of cultivars BRS Estribo and CG Farrapo. However, the Logistic model is more accurate.
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spelling Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasonsModelos Gompertz e Logístico para caracteres morfológicos de cultivares de capim-sudão em épocas de semeaduraNonlinear modelsCover cropSorghum sudanense (Piper) Stapf.Modelos não linearesPlanta de coberturaSorghum sudanense (Piper) Stapf.The use of mathematical models in the study plant growth allows the identification of phases important to the cultivars and comparison between cultivars of the same species. The objectives of this work were to fit the Gompertz and Logistic growth models for the traits of plant height and stem length as a function of the accumulated thermal sum and accumulated solar radiation, to compare the fittings and the behavior of the sudangrass cultivars and indicate the model that best describes the growth of the cultivars during four sowing seasons. Were conducted eight uniformity trials with sudangrass. At 15 days after emergence, were began the collect and evaluation of five plants from each trial. Were measured plant height and stem length. The models were fitted using the values obtained for the traits of the five plants in each evaluation as a function of the accumulated thermal sum and accumulated solar radiation. Were estimated the parameters, determined their interval of confidence, critical points in the growth curves and quality indicators of the fit. The intrinsic nonlinearities and the parameter effect were also quantified. The accumulated thermal sum and accumulated solar radiation are adequate for the use as an independent variable in the model fitted. Both models were adequate to describe the growth of the traits plant height and stem length of cultivars BRS Estribo and CG Farrapo. However, the Logistic model is more accurate.A utilização de modelos matemáticos no estudo do crescimento de plantas possibilita a identificação de fases importantes para a cultura e a comparação entre cultivares de uma mesma espécie. Os objetivos deste trabalho foram ajustar modelos de crescimento, Gompertz e Logístico, para os caracteres altura de planta e comprimento de colmo em função da soma térmica acumulada e da radiação solar acumulada, comparar os ajustes e o comportamento das cultivares de capim-sudão e indicar o modelo que melhor descreve o crescimento das cultivares em quatro épocas de semeadura. Foram conduzidos oito ensaios de uniformidade com capim-sudão. Aos 15 dias após a emergência, foi iniciada a coleta e avaliação de cinco plantas de cada ensaio. Foram mensurados a altura de planta e o comprimento de colmo. O ajuste dos modelos foi realizado com os valores dos caracteres das cinco plantas em cada avaliação, em função da soma térmica acumulada e da radiação solar acumulada. Foram estimados os parâmetros, determinado o intervalo de confiança dos parâmetros, os pontos críticos das curvas de crescimento e os indicadores de qualidade do ajuste. Também foram quantificadas as não linearidades intrínseca e do efeito do parâmetro. A soma térmica acumulada e a radiação solar acumulada são adequadas para serem utilizadas como variável independente no ajuste dos modelos. Para descrever o crescimento dos caracteres altura de planta e comprimento de colmo das cultivares BRS Estribo e CG Farrapo ambos os modelos são adequados. Entretanto, o modelo Logístico apresenta maior precisão.UEL2019-10-16info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPesquisaapplication/pdfhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/3489110.5433/1679-0359.2019v40n6Supl3p3399Semina: Ciências Agrárias; Vol. 40 No. 6Supl3 (2019); 3399-3418Semina: Ciências Agrárias; v. 40 n. 6Supl3 (2019); 3399-34181679-03591676-546Xreponame:Semina. Ciências Agrárias (Online)instname:Universidade Estadual de Londrina (UEL)instacron:UELenghttps://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/34891/26227Copyright (c) 2019 Semina: Ciências Agráriashttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessPezzini, Rafael VieiraCargnelutti Filho, AlbertoBem, Cláudia Marques deSouza, Jéssica Maronez deChaves, Gabriela GörgenNeu, Ismael Mario MarcioProcedi, Andréia2022-10-10T15:11:18Zoai:ojs.pkp.sfu.ca:article/34891Revistahttp://www.uel.br/revistas/uel/index.php/semagrariasPUBhttps://ojs.uel.br/revistas/uel/index.php/semagrarias/oaisemina.agrarias@uel.br1679-03591676-546Xopendoar:2022-10-10T15:11:18Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)false
dc.title.none.fl_str_mv Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
Modelos Gompertz e Logístico para caracteres morfológicos de cultivares de capim-sudão em épocas de semeadura
title Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
spellingShingle Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
Pezzini, Rafael Vieira
Nonlinear models
Cover crop
Sorghum sudanense (Piper) Stapf.
Modelos não lineares
Planta de cobertura
Sorghum sudanense (Piper) Stapf.
title_short Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
title_full Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
title_fullStr Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
title_full_unstemmed Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
title_sort Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
author Pezzini, Rafael Vieira
author_facet Pezzini, Rafael Vieira
Cargnelutti Filho, Alberto
Bem, Cláudia Marques de
Souza, Jéssica Maronez de
Chaves, Gabriela Görgen
Neu, Ismael Mario Marcio
Procedi, Andréia
author_role author
author2 Cargnelutti Filho, Alberto
Bem, Cláudia Marques de
Souza, Jéssica Maronez de
Chaves, Gabriela Görgen
Neu, Ismael Mario Marcio
Procedi, Andréia
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Pezzini, Rafael Vieira
Cargnelutti Filho, Alberto
Bem, Cláudia Marques de
Souza, Jéssica Maronez de
Chaves, Gabriela Görgen
Neu, Ismael Mario Marcio
Procedi, Andréia
dc.subject.por.fl_str_mv Nonlinear models
Cover crop
Sorghum sudanense (Piper) Stapf.
Modelos não lineares
Planta de cobertura
Sorghum sudanense (Piper) Stapf.
topic Nonlinear models
Cover crop
Sorghum sudanense (Piper) Stapf.
Modelos não lineares
Planta de cobertura
Sorghum sudanense (Piper) Stapf.
description The use of mathematical models in the study plant growth allows the identification of phases important to the cultivars and comparison between cultivars of the same species. The objectives of this work were to fit the Gompertz and Logistic growth models for the traits of plant height and stem length as a function of the accumulated thermal sum and accumulated solar radiation, to compare the fittings and the behavior of the sudangrass cultivars and indicate the model that best describes the growth of the cultivars during four sowing seasons. Were conducted eight uniformity trials with sudangrass. At 15 days after emergence, were began the collect and evaluation of five plants from each trial. Were measured plant height and stem length. The models were fitted using the values obtained for the traits of the five plants in each evaluation as a function of the accumulated thermal sum and accumulated solar radiation. Were estimated the parameters, determined their interval of confidence, critical points in the growth curves and quality indicators of the fit. The intrinsic nonlinearities and the parameter effect were also quantified. The accumulated thermal sum and accumulated solar radiation are adequate for the use as an independent variable in the model fitted. Both models were adequate to describe the growth of the traits plant height and stem length of cultivars BRS Estribo and CG Farrapo. However, the Logistic model is more accurate.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-16
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Pesquisa
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/34891
10.5433/1679-0359.2019v40n6Supl3p3399
url https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/34891
identifier_str_mv 10.5433/1679-0359.2019v40n6Supl3p3399
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://ojs.uel.br/revistas/uel/index.php/semagrarias/article/view/34891/26227
dc.rights.driver.fl_str_mv Copyright (c) 2019 Semina: Ciências Agrárias
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Semina: Ciências Agrárias
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 UEL
publisher.none.fl_str_mv UEL
dc.source.none.fl_str_mv Semina: Ciências Agrárias; Vol. 40 No. 6Supl3 (2019); 3399-3418
Semina: Ciências Agrárias; v. 40 n. 6Supl3 (2019); 3399-3418
1679-0359
1676-546X
reponame:Semina. Ciências Agrárias (Online)
instname:Universidade Estadual de Londrina (UEL)
instacron:UEL
instname_str Universidade Estadual de Londrina (UEL)
instacron_str UEL
institution UEL
reponame_str Semina. Ciências Agrárias (Online)
collection Semina. Ciências Agrárias (Online)
repository.name.fl_str_mv Semina. Ciências Agrárias (Online) - Universidade Estadual de Londrina (UEL)
repository.mail.fl_str_mv semina.agrarias@uel.br
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