Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/3104 |
Resumo: | In strawberry the environmental elements affect the characteristics of productivity and physico-chemical quality of the fruits, when evaluated in different environments. To mitigate the effects of genotype x environment interaction, it is necessary to predict adaptability and stability to identify cultivars with predictable performances between environments. In this context, the objective was to estimate the adaptability and stability of strawberry cultivars using the REML / BLUP procedure. The experiments were carried out in different environments in edaphoclimatic aspects, with 13 strawberry cultivars in a randomized block design, with four replications. As they are characteristics of quantitative origin, the number of commercial fruits (NFC) and mass of commercial fruits (MFC) presented low h2mg, the other characteristics presented values of moderate and high magnitudes for h2mg (0.50 to 0.95). There were changes in the cultivar ordering between environments, reflecting the genotypic correlation between environments, which varied between characteristics. The cultivars highlighted in the ordering through genotypic values were also highlighted by the MHPRVG method. The cultivars Albion, Camarosa and Camino Real were the best for most traits by the MHPRVG method, which reveals good adaptability and stability of these cultivars in relation to the evaluated environments. The mixed model methodology was efficient for selecting superior cultivars in the evaluated environments. Of the tested cultivars Albion, Camarosa and Camino Real were the ones that showed greater adaptability and stability by the MHPRVG method for the environments under study. |
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Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivarsAplicación de modelos mixtos para estudiar la adaptabilidad y estabilidad de los cultivares de fresa de día corto y neutroAplicação de modelos mistos no estudo da adaptabilidade e estabilidade de cultivares de morangueiro de dia curto e dia neutro.Fragaria x ananassa DuchGenotype x environmentInteractionREML / BLUPMHPRVG.Fragaria x ananassa Duchinteração genótipo x ambienteREML/BLUPMHPRVGFragaria x ananassa DuchInteracción genotipo x ambienteREML / BLUPMHPRVG.In strawberry the environmental elements affect the characteristics of productivity and physico-chemical quality of the fruits, when evaluated in different environments. To mitigate the effects of genotype x environment interaction, it is necessary to predict adaptability and stability to identify cultivars with predictable performances between environments. In this context, the objective was to estimate the adaptability and stability of strawberry cultivars using the REML / BLUP procedure. The experiments were carried out in different environments in edaphoclimatic aspects, with 13 strawberry cultivars in a randomized block design, with four replications. As they are characteristics of quantitative origin, the number of commercial fruits (NFC) and mass of commercial fruits (MFC) presented low h2mg, the other characteristics presented values of moderate and high magnitudes for h2mg (0.50 to 0.95). There were changes in the cultivar ordering between environments, reflecting the genotypic correlation between environments, which varied between characteristics. The cultivars highlighted in the ordering through genotypic values were also highlighted by the MHPRVG method. The cultivars Albion, Camarosa and Camino Real were the best for most traits by the MHPRVG method, which reveals good adaptability and stability of these cultivars in relation to the evaluated environments. The mixed model methodology was efficient for selecting superior cultivars in the evaluated environments. Of the tested cultivars Albion, Camarosa and Camino Real were the ones that showed greater adaptability and stability by the MHPRVG method for the environments under study.En fresa, los elementos ambientales afectan las características de productividad y calidad fisicoquímica de las frutas, cuando se evalúan en diferentes ambientes. Para mitigar los efectos de la interacción genotipo x ambiente, es necesario predecir la adaptabilidad y la estabilidad para identificar cultivares con rendimientos predecibles entre ambientes. En este contexto, el objetivo era estimar la adaptabilidad y la estabilidad de los cultivares de fresa utilizando el procedimiento REML / BLUP. Los experimentos se llevaron a cabo en diferentes entornos en aspectos edafoclimáticos, con 13 cultivares de fresa en un diseño de bloques al azar, con cuatro repeticiones. Debido a que son características de origen cuantitativo, el número de frutas comerciales (NFC) y la masa de frutas comerciales (MFC) presentaron bajos niveles de h2mg, las otras características presentaron valores de magnitudes moderadas y altas para h2mg (0.50 a 0.95). Hubo cambios en el orden de los cultivares entre ambientes, lo que refleja la correlación genotípica entre ambientes, que variaba entre las características. Los cultivares resaltados en la ordenación a través de valores genotípicos también fueron resaltados por el método MHPRVG. Los cultivares Albion, Camarosa y Camino Real fueron los mejores para la mayoría de los rasgos por el método MHPRVG, que revela una buena adaptabilidad y estabilidad de estos cultivares en relación con los entornos evaluados. La metodología del modelo mixto fue eficiente para seleccionar cultivares superiores en los entornos evaluados. De los cultivares probados, Albion, Camarosa y Camino Real fueron los que mostraron una mayor adaptabilidad y estabilidad por el método MHPRVG para los ambientes en estudio.No morangueiro os elementos ambientais afetam características de produtividade e qualidade físico-químicas dos frutos, quando avaliados em diferentes ambientes. Para atenuar os efeitos da interação genótipo x ambiente é necessário a predição da adaptabilidade e estabilidade para identificação de cultivares com desempenhos previsíveis entre os ambientes. Nesse contexto, objetivou-se estimar a adaptabilidade e estabilidade de cultivares de morangueiro por meio de procedimento REML/BLUP. Os experimentos foram conduzidos em ambientes distintos em aspectos edafoclimáticos, com 13 cultivares de morangueiro em delineamento de blocos ao acaso, com quatro repetições. Por serem características de origem quantitativa, o número de frutos comerciais (NFC) e massa de frutos comerciais (MFC) apresentaram baixa h2mg, as demais características apresentaram valores de moderada e alta magnitudes para h2mg (0,50 a 0,95). Foram verificadas alterações no ordenamento das cultivares entre os ambientes, reflexo da correlação genotípica entre os ambientes, que variaram entre as características. As cultivares de destaque no ordenamento por meio dos valores genotípicos também foram destaques pelo método MHPRVG. As cultivares Albion, Camarosa e Camino Real foram as melhores para a maioria das características pelo método MHPRVG, o que revela boa adaptabilidade e estabilidade dessas cultivares em relação aos ambientes avaliados. A metodologia de modelos mistos foi eficiente para seleção das cultivares superiores nos ambientes avaliados. Das cultivares testadas Albion, Camarosa e Camino Real foram as que apresentaram maior adaptabilidade e estabilidade pelo método MHPRVG para os ambientes em estudo.Research, Society and Development2020-03-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/310410.33448/rsd-v9i5.3104Research, Society and Development; Vol. 9 No. 5; e110953104Research, Society and Development; Vol. 9 Núm. 5; e110953104Research, Society and Development; v. 9 n. 5; e1109531042525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/3104/4946Copyright (c) 2020 Nathalia Resendeinfo:eu-repo/semantics/openAccessResende, Juliano VilelaGabriel, AndréMoreira, Aline Fabiana PaladiniGonçalves, Leandro Simões AzeredoResende, Nathaliade Goes, Cleber Daniel MacielZanin, Daniel Suek2020-08-20T18:06:36Zoai:ojs.pkp.sfu.ca:article/3104Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:27:25.771548Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars Aplicación de modelos mixtos para estudiar la adaptabilidad y estabilidad de los cultivares de fresa de día corto y neutro Aplicação de modelos mistos no estudo da adaptabilidade e estabilidade de cultivares de morangueiro de dia curto e dia neutro. |
title |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
spellingShingle |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars Resende, Juliano Vilela Fragaria x ananassa Duch Genotype x environment Interaction REML / BLUP MHPRVG. Fragaria x ananassa Duch interação genótipo x ambiente REML/BLUP MHPRVG Fragaria x ananassa Duch Interacción genotipo x ambiente REML / BLUP MHPRVG. |
title_short |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
title_full |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
title_fullStr |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
title_full_unstemmed |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
title_sort |
Application of mixed models in the study of the adaptability and stability of short-day and neutral-day strawberry cultivars |
author |
Resende, Juliano Vilela |
author_facet |
Resende, Juliano Vilela Gabriel, André Moreira, Aline Fabiana Paladini Gonçalves, Leandro Simões Azeredo Resende, Nathalia de Goes, Cleber Daniel Maciel Zanin, Daniel Suek |
author_role |
author |
author2 |
Gabriel, André Moreira, Aline Fabiana Paladini Gonçalves, Leandro Simões Azeredo Resende, Nathalia de Goes, Cleber Daniel Maciel Zanin, Daniel Suek |
author2_role |
author author author author author author |
dc.contributor.author.fl_str_mv |
Resende, Juliano Vilela Gabriel, André Moreira, Aline Fabiana Paladini Gonçalves, Leandro Simões Azeredo Resende, Nathalia de Goes, Cleber Daniel Maciel Zanin, Daniel Suek |
dc.subject.por.fl_str_mv |
Fragaria x ananassa Duch Genotype x environment Interaction REML / BLUP MHPRVG. Fragaria x ananassa Duch interação genótipo x ambiente REML/BLUP MHPRVG Fragaria x ananassa Duch Interacción genotipo x ambiente REML / BLUP MHPRVG. |
topic |
Fragaria x ananassa Duch Genotype x environment Interaction REML / BLUP MHPRVG. Fragaria x ananassa Duch interação genótipo x ambiente REML/BLUP MHPRVG Fragaria x ananassa Duch Interacción genotipo x ambiente REML / BLUP MHPRVG. |
description |
In strawberry the environmental elements affect the characteristics of productivity and physico-chemical quality of the fruits, when evaluated in different environments. To mitigate the effects of genotype x environment interaction, it is necessary to predict adaptability and stability to identify cultivars with predictable performances between environments. In this context, the objective was to estimate the adaptability and stability of strawberry cultivars using the REML / BLUP procedure. The experiments were carried out in different environments in edaphoclimatic aspects, with 13 strawberry cultivars in a randomized block design, with four replications. As they are characteristics of quantitative origin, the number of commercial fruits (NFC) and mass of commercial fruits (MFC) presented low h2mg, the other characteristics presented values of moderate and high magnitudes for h2mg (0.50 to 0.95). There were changes in the cultivar ordering between environments, reflecting the genotypic correlation between environments, which varied between characteristics. The cultivars highlighted in the ordering through genotypic values were also highlighted by the MHPRVG method. The cultivars Albion, Camarosa and Camino Real were the best for most traits by the MHPRVG method, which reveals good adaptability and stability of these cultivars in relation to the evaluated environments. The mixed model methodology was efficient for selecting superior cultivars in the evaluated environments. Of the tested cultivars Albion, Camarosa and Camino Real were the ones that showed greater adaptability and stability by the MHPRVG method for the environments under study. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-03-31 |
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/3104 10.33448/rsd-v9i5.3104 |
url |
https://rsdjournal.org/index.php/rsd/article/view/3104 |
identifier_str_mv |
10.33448/rsd-v9i5.3104 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/3104/4946 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2020 Nathalia Resende info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2020 Nathalia Resende |
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. 5; e110953104 Research, Society and Development; Vol. 9 Núm. 5; e110953104 Research, Society and Development; v. 9 n. 5; e110953104 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_ |
1797052646990807040 |