Gompertz and Logistic models for morphological traits of sudangrass cultivars during sowing seasons
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , |
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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Semina. Ciências Agrárias (Online) |
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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 |
_version_ |
1799306080900087808 |