Bean color and hardness modeling as a function of storage conditions
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/4414 |
Resumo: | Stored carioca beans usually tend to darken and harden and therefore lose quality and commercial value and are rejected by the consumer. The objective of this study was to evaluate the behavior of four contrasting light tegument genotypes for the aging process (darkening and hardening) for six months. We adopted a mathematical data modeling, based on polynomial regression analyzes of the variables, color and texture, in the different storage conditions, to describe the effects of the treatment and the storage time, in all bean samples and to select the model which best describes the interaction between variables. All genotypes tended to harden, with increasing storage temperature and time, regardless of the degree of browning. The lowest values of hardness, after six months, were verified in both slow and fast darkening beans. The genotype most resistant to darkening was which showed significant hardening over time. In conclusion, the color itself is not the best parameter to be considered to determine the degree of aging of stored beans, which is controlled by complex mechanisms, physicochemical, genetic, biochemical, among others, which in turn are influenced by environmental storage conditions and genotype. |
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Bean color and hardness modeling as a function of storage conditionsModelado del color y la dureza de los frijoles según las condiciones de almacenamientoModelagem da cor e dureza do feijão em função das condições de armazenamentoPhaseolus vulgarisCalidadDurezaDorado.Phaseolus vulgarisQualidadeDurezaEscurecimento.Phaseolus vulgarisQualityHardnessBrowning.Stored carioca beans usually tend to darken and harden and therefore lose quality and commercial value and are rejected by the consumer. The objective of this study was to evaluate the behavior of four contrasting light tegument genotypes for the aging process (darkening and hardening) for six months. We adopted a mathematical data modeling, based on polynomial regression analyzes of the variables, color and texture, in the different storage conditions, to describe the effects of the treatment and the storage time, in all bean samples and to select the model which best describes the interaction between variables. All genotypes tended to harden, with increasing storage temperature and time, regardless of the degree of browning. The lowest values of hardness, after six months, were verified in both slow and fast darkening beans. The genotype most resistant to darkening was which showed significant hardening over time. In conclusion, the color itself is not the best parameter to be considered to determine the degree of aging of stored beans, which is controlled by complex mechanisms, physicochemical, genetic, biochemical, among others, which in turn are influenced by environmental storage conditions and genotype.Los frijoles carioca almacenados generalmente tienden a oscurecerse y endurecerse y, por lo tanto, pierden calidad y valor comercial y son rechazados por el consumidor.El objetivo de este estudio fue evaluar el comportamiento de cuatro genotipos de tegumento de luz contrastante para el proceso de envejecimiento (oscurecimiento y endurecimiento) durante seis meses.Adoptamos un modelo de datos matemáticos, basado en análisis de regresión polinómica de las variables, color y textura, en las diferentes condiciones de almacenamiento, para describir los efectos del tratamiento y el tiempo de almacenamiento, en todas las muestras de frijol, y para seleccionar el modelo que describe mejor la interacción entre variables.Todos los genotipos tienden a endurecerse, con el aumento de la temperatura y el tiempo de almacenamiento, independientemente del grado de dorado.Los valores más bajos de dureza, después de seis meses, se verificaron en frijoles de oscurecimiento lento y rápido. El genotipo más resistente al oscurecimiento fue el que mostró un endurecimiento significativo con el tiempo.En conclusión, el color en sí mismo no es el mejor parámetro a considerar para determinar el grado de envejecimiento de los frijoles almacenados, que está controlado por mecanismos complejos, fisicoquímicos, genéticos, bioquímicos, entre otros, que a su vez están influenciados por las condiciones ambientales de almacenamiento y genotipo.O feijão carioca armazenado geralmente tende a escurecer e endurecer e, portanto, perde qualidade e valor comercial e é rejeitado pelo consumidor. Com isso, o objetivo deste estudo foi avaliar o comportamento de quatro genótipos contrastantes de tegumento leve para o processo de envelhecimento (escurecimento e endurecimento) por seis meses. Adotamos uma modelagem matemática de dados, com base em análises de regressão polinomial das variáveis, cor e textura, nas diferentes condições de armazenamento, para descrever os efeitos do tratamento e do tempo de armazenamento, em todas as amostras de feijão e para selecionar o modelo que melhor descreve a interação entre variáveis. Todos os genótipos tenderam a endurecer, com o aumento da temperatura e do tempo de armazenamento, independentemente do grau de escurecimento. Os menores valores de dureza, após seis meses, foram verificados em grãos de escurecimento lento e rápido. O genótipo mais resistente ao escurecimento foi o que apresentou endurecimento significativo ao longo do tempo. Concluindo, que a cor em si não é o melhor parâmetro a ser considerado para determinar o grau de envelhecimento dos grãos armazenados, que é controlado por mecanismos complexos, físico-químicos, genéticos, bioquímicos, entre outros, que por sua vez são influenciados pelas condições ambientais de armazenamento e genótipo.Research, Society and Development2020-06-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/441410.33448/rsd-v9i7.4414Research, Society and Development; Vol. 9 No. 7; e725974414Research, Society and Development; Vol. 9 Núm. 7; e725974414Research, Society and Development; v. 9 n. 7; e7259744142525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIenghttps://rsdjournal.org/index.php/rsd/article/view/4414/4130Copyright (c) 2020 Hiago Felipe Lopes de Farias, Ivano Alessandro Devilla, Juliana Aparecida Correia Bento, Priscila Zaczuk Bassinelloinfo:eu-repo/semantics/openAccessFarias, Hiago Felipe Lopes deDevilla, Ivano AlessandroSilva, Alba PollyanaBento, Juliana Aparecida CorreiaBassinello, Priscila Zaczuk2020-08-20T18:05:03Zoai:ojs.pkp.sfu.ca:article/4414Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:28:16.707305Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Bean color and hardness modeling as a function of storage conditions Modelado del color y la dureza de los frijoles según las condiciones de almacenamiento Modelagem da cor e dureza do feijão em função das condições de armazenamento |
title |
Bean color and hardness modeling as a function of storage conditions |
spellingShingle |
Bean color and hardness modeling as a function of storage conditions Farias, Hiago Felipe Lopes de Phaseolus vulgaris Calidad Dureza Dorado. Phaseolus vulgaris Qualidade Dureza Escurecimento. Phaseolus vulgaris Quality Hardness Browning. |
title_short |
Bean color and hardness modeling as a function of storage conditions |
title_full |
Bean color and hardness modeling as a function of storage conditions |
title_fullStr |
Bean color and hardness modeling as a function of storage conditions |
title_full_unstemmed |
Bean color and hardness modeling as a function of storage conditions |
title_sort |
Bean color and hardness modeling as a function of storage conditions |
author |
Farias, Hiago Felipe Lopes de |
author_facet |
Farias, Hiago Felipe Lopes de Devilla, Ivano Alessandro Silva, Alba Pollyana Bento, Juliana Aparecida Correia Bassinello, Priscila Zaczuk |
author_role |
author |
author2 |
Devilla, Ivano Alessandro Silva, Alba Pollyana Bento, Juliana Aparecida Correia Bassinello, Priscila Zaczuk |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Farias, Hiago Felipe Lopes de Devilla, Ivano Alessandro Silva, Alba Pollyana Bento, Juliana Aparecida Correia Bassinello, Priscila Zaczuk |
dc.subject.por.fl_str_mv |
Phaseolus vulgaris Calidad Dureza Dorado. Phaseolus vulgaris Qualidade Dureza Escurecimento. Phaseolus vulgaris Quality Hardness Browning. |
topic |
Phaseolus vulgaris Calidad Dureza Dorado. Phaseolus vulgaris Qualidade Dureza Escurecimento. Phaseolus vulgaris Quality Hardness Browning. |
description |
Stored carioca beans usually tend to darken and harden and therefore lose quality and commercial value and are rejected by the consumer. The objective of this study was to evaluate the behavior of four contrasting light tegument genotypes for the aging process (darkening and hardening) for six months. We adopted a mathematical data modeling, based on polynomial regression analyzes of the variables, color and texture, in the different storage conditions, to describe the effects of the treatment and the storage time, in all bean samples and to select the model which best describes the interaction between variables. All genotypes tended to harden, with increasing storage temperature and time, regardless of the degree of browning. The lowest values of hardness, after six months, were verified in both slow and fast darkening beans. The genotype most resistant to darkening was which showed significant hardening over time. In conclusion, the color itself is not the best parameter to be considered to determine the degree of aging of stored beans, which is controlled by complex mechanisms, physicochemical, genetic, biochemical, among others, which in turn are influenced by environmental storage conditions and genotype. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-06-07 |
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/4414 10.33448/rsd-v9i7.4414 |
url |
https://rsdjournal.org/index.php/rsd/article/view/4414 |
identifier_str_mv |
10.33448/rsd-v9i7.4414 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/4414/4130 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
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. 7; e725974414 Research, Society and Development; Vol. 9 Núm. 7; e725974414 Research, Society and Development; v. 9 n. 7; e725974414 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 |
_version_ |
1797052736215187456 |