Millet survival submitted to associated stress using generalized gamma and Burr XII distribution

Detalhes bibliográficos
Autor(a) principal: Lucena, Leandro Ricardo Rodrigues de
Data de Publicação: 2020
Outros Autores: Leite, Maurício Luiz de Mello Vieira, Almeida, Mirna Clarissa Rodrigues de, Simões, Vicente José Laamon Pinto, Costa, Álefe Chagas de Lima, Oliveira, Antonio Dennys Melo de, Caraciolo, João Pedro Soares
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/8308
Resumo: Water and saline stresses are the main factors affecting agricultural production. Millet is tolerant to these abiotic stresses and cultivated in regions with scarcity of rain and used for the production of grains and pastures. The knowledge of the lifetime of forage plants provides very useful information on cultivation and management of populations. The objective was to evaluate the lifetime of millet under conditions of water and saline stress using survival analysis. The experiment was carried in 48 millet plants submitted the water and saline deficit, for 4 cycles of 105 days. To estimate the lifetime of the millet, we used the survival functions of the probability distributions: exponential, Weibull, Gumbel, log-normal, Gompertz, logistics, Gamma, generalized Gamma, Burr XII and Birnbaum-Saunders and the Kaplan-Meier estimator. The lifetime of 64.6% of the plants was less than 105 days. Using the Kaplan-Meier estimator, 50% of plants survive up to 65th day, using the generalized Gamma and Burr XII survival function this rate occurs on the 75th day. The generalized Gamma and Burr XII survival function are alternatives to estimate the lifetime of millet submitted to conditions of water and saline stress.
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spelling Millet survival submitted to associated stress using generalized gamma and Burr XII distributionSupervivencia del mijo sometida a estrés asociado utilizando las distribuciones gamma generalizadas y Burr XIISobrevivência de milheto subimetido a estresse associado usando as distribuições gama generalizada e Burr XIIDéficit hídricoEstrés salinoFunción de supervivenciaTiempo de vida.LifetimeSaline stressSurvival functionWater deficit.Déficit hídricoEstresse salinoFunção de sobrevivênciaTempo de vida.Water and saline stresses are the main factors affecting agricultural production. Millet is tolerant to these abiotic stresses and cultivated in regions with scarcity of rain and used for the production of grains and pastures. The knowledge of the lifetime of forage plants provides very useful information on cultivation and management of populations. The objective was to evaluate the lifetime of millet under conditions of water and saline stress using survival analysis. The experiment was carried in 48 millet plants submitted the water and saline deficit, for 4 cycles of 105 days. To estimate the lifetime of the millet, we used the survival functions of the probability distributions: exponential, Weibull, Gumbel, log-normal, Gompertz, logistics, Gamma, generalized Gamma, Burr XII and Birnbaum-Saunders and the Kaplan-Meier estimator. The lifetime of 64.6% of the plants was less than 105 days. Using the Kaplan-Meier estimator, 50% of plants survive up to 65th day, using the generalized Gamma and Burr XII survival function this rate occurs on the 75th day. The generalized Gamma and Burr XII survival function are alternatives to estimate the lifetime of millet submitted to conditions of water and saline stress.El estrés hídrico y salino son factores que afectan la producción agrícola. El mijo es tolerante a estos factores de estrés y se cultiva en regiones con poca lluvia y se utiliza en la producción de cereales y pastos.. El conocimiento de la vida útil de las plantas forrajeras proporciona información muy útil sobre el cultivo y manejo de poblaciones. El objetivo fue evaluar la vida útil del mijo en condiciones de estrés hídrico y salino mediante análisis de supervivencia. El experimento se llevó a cabo en 48 plantas de mijo sometidas a déficit hídrico y salino, en 4 ciclos de 105 días. Para estimar la vida útil del mijo se utilizaron las funciones de supervivencia de las distribuciones de probabilidad: exponencial, Weibull, Gumbel, log-normal, Gompertz, logística, Gamma, Gamma generalizada, Burr XII y Birnbaum-Saunders y el estimador de Kaplan. -Meier. La vida útil del 64,6% de las plantas fue inferior a 105 días. Usando el estimador de Kaplan-Meier, 50% de las plantas sobreviven hasta el día 65, usando la función de supervivencia generalizada Gamma y Burr XII, esta tasa ocurre en el día 75. La función de supervivencia generalizada Gamma y Burr XII son alternativas para estimar la vida útil del mijo sometido a condiciones de estrés hídrico y salino.O estresse hídrico e salino são fatores que afetam a produção agrícola. O milheto é tolerante a esses fatores de estresse e cultivado em regiões com escassez de chuva e utilizado na produção de grãos e pastagens. O conhecimento do tempo de vida das plantas forrageiras fornece informações muito úteis sobre o cultivo e manejo de populações. O objetivo foi avaliar o tempo de vida do milheto sob condições de estresse hídrico e salino usando análise de sobrevivência. O experimento foi realizado em 48 plantas de milheto submetidas a déficit hídrico e salino, em 4 ciclos de 105 dias. Para estimar o tempo de vida do milheto, foram utilizadas as funções de sobrevivência das distribuições de probabilidade: exponencial, Weibull, Gumbel, log-normal, Gompertz, logística, Gamma, Gamma generalizado, Burr XII e Birnbaum-Saunders e o estimador de Kaplan-Meier. O tempo de vida de 64,6% das plantas foi inferior a 105 dias. Usando o estimador Kaplan-Meier, 50% das plantas sobrevivem até o 65º dia, usando a função de sobrevivência generalizada Gamma e Burr XII essa taxa ocorre no 75º dia. A função de sobrevivência Gamma generalizada e Burr XII são alternativas para estimar o tempo de vida do milheto submetido a condições de estresse hídrico e salino.Research, Society and Development2020-09-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/830810.33448/rsd-v9i9.8308Research, Society and Development; Vol. 9 No. 9; e895998308Research, Society and Development; Vol. 9 Núm. 9; e895998308Research, Society and Development; v. 9 n. 9; e8959983082525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/8308/7169Copyright (c) 2020 Leandro Ricardo Rodrigues de Lucena; Maurício Luiz de Mello Vieira Leite; Mirna Clarissa Rodrigues de Almeida; Vicente José Laamon Pinto Simões; Álefe Chagas de Lima Costa; Antonio Dennys Melo de Oliveira; João Pedro Soares Caraciolohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessLucena, Leandro Ricardo Rodrigues deLeite, Maurício Luiz de Mello Vieira Almeida, Mirna Clarissa Rodrigues de Simões, Vicente José Laamon Pinto Costa, Álefe Chagas de Lima Oliveira, Antonio Dennys Melo de Caraciolo, João Pedro Soares 2020-09-18T01:42:11Zoai:ojs.pkp.sfu.ca:article/8308Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:30:48.798520Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
Supervivencia del mijo sometida a estrés asociado utilizando las distribuciones gamma generalizadas y Burr XII
Sobrevivência de milheto subimetido a estresse associado usando as distribuições gama generalizada e Burr XII
title Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
spellingShingle Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
Lucena, Leandro Ricardo Rodrigues de
Déficit hídrico
Estrés salino
Función de supervivencia
Tiempo de vida.
Lifetime
Saline stress
Survival function
Water deficit.
Déficit hídrico
Estresse salino
Função de sobrevivência
Tempo de vida.
title_short Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
title_full Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
title_fullStr Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
title_full_unstemmed Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
title_sort Millet survival submitted to associated stress using generalized gamma and Burr XII distribution
author Lucena, Leandro Ricardo Rodrigues de
author_facet Lucena, Leandro Ricardo Rodrigues de
Leite, Maurício Luiz de Mello Vieira
Almeida, Mirna Clarissa Rodrigues de
Simões, Vicente José Laamon Pinto
Costa, Álefe Chagas de Lima
Oliveira, Antonio Dennys Melo de
Caraciolo, João Pedro Soares
author_role author
author2 Leite, Maurício Luiz de Mello Vieira
Almeida, Mirna Clarissa Rodrigues de
Simões, Vicente José Laamon Pinto
Costa, Álefe Chagas de Lima
Oliveira, Antonio Dennys Melo de
Caraciolo, João Pedro Soares
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Lucena, Leandro Ricardo Rodrigues de
Leite, Maurício Luiz de Mello Vieira
Almeida, Mirna Clarissa Rodrigues de
Simões, Vicente José Laamon Pinto
Costa, Álefe Chagas de Lima
Oliveira, Antonio Dennys Melo de
Caraciolo, João Pedro Soares
dc.subject.por.fl_str_mv Déficit hídrico
Estrés salino
Función de supervivencia
Tiempo de vida.
Lifetime
Saline stress
Survival function
Water deficit.
Déficit hídrico
Estresse salino
Função de sobrevivência
Tempo de vida.
topic Déficit hídrico
Estrés salino
Función de supervivencia
Tiempo de vida.
Lifetime
Saline stress
Survival function
Water deficit.
Déficit hídrico
Estresse salino
Função de sobrevivência
Tempo de vida.
description Water and saline stresses are the main factors affecting agricultural production. Millet is tolerant to these abiotic stresses and cultivated in regions with scarcity of rain and used for the production of grains and pastures. The knowledge of the lifetime of forage plants provides very useful information on cultivation and management of populations. The objective was to evaluate the lifetime of millet under conditions of water and saline stress using survival analysis. The experiment was carried in 48 millet plants submitted the water and saline deficit, for 4 cycles of 105 days. To estimate the lifetime of the millet, we used the survival functions of the probability distributions: exponential, Weibull, Gumbel, log-normal, Gompertz, logistics, Gamma, generalized Gamma, Burr XII and Birnbaum-Saunders and the Kaplan-Meier estimator. The lifetime of 64.6% of the plants was less than 105 days. Using the Kaplan-Meier estimator, 50% of plants survive up to 65th day, using the generalized Gamma and Burr XII survival function this rate occurs on the 75th day. The generalized Gamma and Burr XII survival function are alternatives to estimate the lifetime of millet submitted to conditions of water and saline stress.
publishDate 2020
dc.date.none.fl_str_mv 2020-09-12
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/8308
10.33448/rsd-v9i9.8308
url https://rsdjournal.org/index.php/rsd/article/view/8308
identifier_str_mv 10.33448/rsd-v9i9.8308
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/8308/7169
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 9 No. 9; e895998308
Research, Society and Development; Vol. 9 Núm. 9; e895998308
Research, Society and Development; v. 9 n. 9; e895998308
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
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