Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis

Detalhes bibliográficos
Autor(a) principal: César Fernandes Aquino
Data de Publicação: 2017
Outros Autores: Luiz Carlos Chamhum Salomão, Alcinei Mistico Azevedo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: http://doi.org/10.5039/agraria.v12i4a5465
http://hdl.handle.net/1843/40606
https://orcid.org/0000-0001-5196-0851
Resumo: One of the problems of banana cultivation is the reduced number of productive commercial cultivars, with fruits adequate to market requirements. This paper aimed to study the genetic divergence among 15 banana cultivars by multivariate analysis and determine the relative importance of 35 agronomic and nutritional characteristics. The data were subjected to multivariate analysis of variance. For the application of Tocher Optimization grouping method, the Mahalanobis distance was used. The hierarchical method UPGMA and canonical variables analysis were also used. For the identification of the most important characteristics for dissimilarity, was used the Singh method. There was a higher mean dissimilarity to cultivate Terrinha followed by Marmelo cultivars and Mysore. The smallest measure of dissimilarity was found between the Nanicão and Prata-Graúda cultivars. The characteristics vitamin A content, starch percentage, total soluble sugars, sugars, non-reducing, antioxidant potential, fresh weight of pulp, plant height and fresh weight of the fruit are the most important in the estimation of dissimilarity, are soon to be prioritized in studies future
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spelling 2022-03-30T12:44:27Z2022-03-30T12:44:27Z2017124399404http://doi.org/10.5039/agraria.v12i4a546519810997http://hdl.handle.net/1843/40606https://orcid.org/0000-0001-5196-0851One of the problems of banana cultivation is the reduced number of productive commercial cultivars, with fruits adequate to market requirements. This paper aimed to study the genetic divergence among 15 banana cultivars by multivariate analysis and determine the relative importance of 35 agronomic and nutritional characteristics. The data were subjected to multivariate analysis of variance. For the application of Tocher Optimization grouping method, the Mahalanobis distance was used. The hierarchical method UPGMA and canonical variables analysis were also used. For the identification of the most important characteristics for dissimilarity, was used the Singh method. There was a higher mean dissimilarity to cultivate Terrinha followed by Marmelo cultivars and Mysore. The smallest measure of dissimilarity was found between the Nanicão and Prata-Graúda cultivars. The characteristics vitamin A content, starch percentage, total soluble sugars, sugars, non-reducing, antioxidant potential, fresh weight of pulp, plant height and fresh weight of the fruit are the most important in the estimation of dissimilarity, are soon to be prioritized in studies futureUm dos problemas do cultivo da bananeira é o número reduzido de cultivares comerciais produtivas, com frutos adequados às exigências do mercado. Objetivou-se estudar a dissimilaridade genética entre 15 cultivares de bananeira por análise multivariada e determinar a importância relativa das 35características agronômicas e nutricionais. Os dados foram submetidos à análise de variância multivariada. Para a aplicação do método de agrupamento de Otimização de Tocher, foi utilizada a distância generalizada de Mahalanobis. O método hierárquico UPGMA e a análise de variáveis canônicas também foram utilizados. Para a identificação dos caracteres mais importantes para a dissimilaridade, utilizou-se o método Singh. Verificou-se maior dissimilaridade média para a cultivar Terrinha seguida das cultivares Marmelo e Mysore. A menor medida de dissimilaridade foi encontrada entre as cultivares Nanicão e Prata-Graúda. As características teor de vitamina A, percentual de amido, açúcares solúveis totais, açúcares não redutores, potencial antioxidante, matéria fresca de polpa, altura da planta e massa fresca do fruto são as mais importantes na estimação da dissimilaridade, logo devem ser priorizados em estudos futuros.CNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoFAPEMIG - Fundação de Amparo à Pesquisa do Estado de Minas GeraisCAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorengUniversidade Federal de Minas GeraisUFMGBrasilICA - INSTITUTO DE CIÊNCIAS AGRÁRIASRevista Brasileira de Ciências AgrariasBanana - CultivoGenéticaAnalise multivariadaAnálise de variânciaGenetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysisinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://pdfs.semanticscholar.org/98c3/a2091fc5312435c570965997fed36fee58c8.pdf?_ga=2.212686609.469299244.1648642492-1647775019.1648211671César Fernandes AquinoLuiz Carlos Chamhum SalomãoAlcinei Mistico Azevedoinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGLICENSELicense.txtLicense.txttext/plain; charset=utf-82042https://repositorio.ufmg.br/bitstream/1843/40606/1/License.txtfa505098d172de0bc8864fc1287ffe22MD51ORIGINALGenetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis.pdfGenetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis.pdfapplication/pdf446150https://repositorio.ufmg.br/bitstream/1843/40606/2/Genetic%20dissimilarity%20and%20relative%20importance%20of%20characteristics%20in%20banana%20cultivars%20through%20multivariate%20analysis.pdfddcbcc22944264468a0710bc15dd0d23MD521843/406062022-03-30 09:44:28.079oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2022-03-30T12:44:28Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
title Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
spellingShingle Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
César Fernandes Aquino
Banana - Cultivo
Genética
Analise multivariada
Análise de variância
title_short Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
title_full Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
title_fullStr Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
title_full_unstemmed Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
title_sort Genetic dissimilarity and relative importance of characteristics in banana cultivars through multivariate analysis
author César Fernandes Aquino
author_facet César Fernandes Aquino
Luiz Carlos Chamhum Salomão
Alcinei Mistico Azevedo
author_role author
author2 Luiz Carlos Chamhum Salomão
Alcinei Mistico Azevedo
author2_role author
author
dc.contributor.author.fl_str_mv César Fernandes Aquino
Luiz Carlos Chamhum Salomão
Alcinei Mistico Azevedo
dc.subject.other.pt_BR.fl_str_mv Banana - Cultivo
Genética
Analise multivariada
Análise de variância
topic Banana - Cultivo
Genética
Analise multivariada
Análise de variância
description One of the problems of banana cultivation is the reduced number of productive commercial cultivars, with fruits adequate to market requirements. This paper aimed to study the genetic divergence among 15 banana cultivars by multivariate analysis and determine the relative importance of 35 agronomic and nutritional characteristics. The data were subjected to multivariate analysis of variance. For the application of Tocher Optimization grouping method, the Mahalanobis distance was used. The hierarchical method UPGMA and canonical variables analysis were also used. For the identification of the most important characteristics for dissimilarity, was used the Singh method. There was a higher mean dissimilarity to cultivate Terrinha followed by Marmelo cultivars and Mysore. The smallest measure of dissimilarity was found between the Nanicão and Prata-Graúda cultivars. The characteristics vitamin A content, starch percentage, total soluble sugars, sugars, non-reducing, antioxidant potential, fresh weight of pulp, plant height and fresh weight of the fruit are the most important in the estimation of dissimilarity, are soon to be prioritized in studies future
publishDate 2017
dc.date.issued.fl_str_mv 2017
dc.date.accessioned.fl_str_mv 2022-03-30T12:44:27Z
dc.date.available.fl_str_mv 2022-03-30T12:44:27Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/40606
dc.identifier.doi.pt_BR.fl_str_mv http://doi.org/10.5039/agraria.v12i4a5465
dc.identifier.issn.pt_BR.fl_str_mv 19810997
dc.identifier.orcid.pt_BR.fl_str_mv https://orcid.org/0000-0001-5196-0851
url http://doi.org/10.5039/agraria.v12i4a5465
http://hdl.handle.net/1843/40606
https://orcid.org/0000-0001-5196-0851
identifier_str_mv 19810997
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.pt_BR.fl_str_mv Revista Brasileira de Ciências Agrarias
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ICA - INSTITUTO DE CIÊNCIAS AGRÁRIAS
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
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instname_str Universidade Federal de Minas Gerais (UFMG)
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