Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.

Detalhes bibliográficos
Autor(a) principal: MALTA, M. R.
Data de Publicação: 2021
Outros Autores: OLIVEIRA, A. C. B. de, LISKA, G. R., CARVALHO, G. R., PEREIRA, A. A., SILVA, A. D., ALVAR, L. N., MOTA, D. M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133735
https://doi.org/10.3389/fsufs.2021.715385
Resumo: This study aimed to evaluate the cup quality of Coffea arabica elite genotypes submitted to wet processing. C. arabica elite genotypes, which were grouped according to their genealogy: Bourbon, Paraíso Germplasm, and Resistant to Rust. Coffees were sent to wet processing to obtain fully washed coffee. After processing and drying the coffees were subjected to cup quality analysis according to the methodology of the Association of Special Coffees (SCA). To characterize and discriminate the genealogical groups the data were submitted to chemometric analysis, Principal Component Method (PCA) and Partial Least Squares Discriminant Analysis (PLS-DA). The PCA was effective in presenting an overview of the data, demonstrating the variables that most contributed to the analysis response. However, the PCA was not efficient to group genotypes according to their genealogical origin, based on chemometric data, as it is an unsupervised analysis. Even though most of the samples were classified correctly, the PLS-DA model created has not yet managed to correctly classify the genotypes of the Paraíso germplasm group. The C. arabica elite genotypes evaluated have the potential to produce special coffees, especially on the genotypes Paraíso 2, H493-1-2-10 and UFV-7158 with scores equal to or above 90 points.
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spelling Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.Seleção GenótipaCoffea ArábicaProdução AgrícolaGenotypePlant selection guidesCoffee productsThis study aimed to evaluate the cup quality of Coffea arabica elite genotypes submitted to wet processing. C. arabica elite genotypes, which were grouped according to their genealogy: Bourbon, Paraíso Germplasm, and Resistant to Rust. Coffees were sent to wet processing to obtain fully washed coffee. After processing and drying the coffees were subjected to cup quality analysis according to the methodology of the Association of Special Coffees (SCA). To characterize and discriminate the genealogical groups the data were submitted to chemometric analysis, Principal Component Method (PCA) and Partial Least Squares Discriminant Analysis (PLS-DA). The PCA was effective in presenting an overview of the data, demonstrating the variables that most contributed to the analysis response. However, the PCA was not efficient to group genotypes according to their genealogical origin, based on chemometric data, as it is an unsupervised analysis. Even though most of the samples were classified correctly, the PLS-DA model created has not yet managed to correctly classify the genotypes of the Paraíso germplasm group. The C. arabica elite genotypes evaluated have the potential to produce special coffees, especially on the genotypes Paraíso 2, H493-1-2-10 and UFV-7158 with scores equal to or above 90 points.MARCELO RIBEIRO MALTA, EPAMIG; ANTONIO CARLOS BAIAO DE OLIVEIRA, CNPCa; GILBERTO RODRIGUES LISKA, UFSCAR; GLADYSTON RODRIGUES CARVALHO, EPAMIG; ANTONIO ALVES PEREIRA, EPAMIG; ACKSON DIMAS SILVA, EPAMIG; LAISA NAYARA ALVAR, EPAMIG; DIEGO MENEZ MOTA, EPAMIG.MALTA, M. R.OLIVEIRA, A. C. B. deLISKA, G. R.CARVALHO, G. R.PEREIRA, A. A.SILVA, A. D.ALVAR, L. N.MOTA, D. M.2021-08-19T17:00:40Z2021-08-19T17:00:40Z2021-08-192021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleFrontiers in Sustainable Food Systems, v. 5, Jul. 2021.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133735https://doi.org/10.3389/fsufs.2021.715385enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2021-08-19T17:00:48Zoai:www.alice.cnptia.embrapa.br:doc/1133735Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542021-08-19T17:00:48Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
title Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
spellingShingle Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
MALTA, M. R.
Seleção Genótipa
Coffea Arábica
Produção Agrícola
Genotype
Plant selection guides
Coffee products
title_short Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
title_full Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
title_fullStr Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
title_full_unstemmed Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
title_sort Selection of Elite Genotypes of Coffee arabica L. to Produce Specialty Coffees.
author MALTA, M. R.
author_facet MALTA, M. R.
OLIVEIRA, A. C. B. de
LISKA, G. R.
CARVALHO, G. R.
PEREIRA, A. A.
SILVA, A. D.
ALVAR, L. N.
MOTA, D. M.
author_role author
author2 OLIVEIRA, A. C. B. de
LISKA, G. R.
CARVALHO, G. R.
PEREIRA, A. A.
SILVA, A. D.
ALVAR, L. N.
MOTA, D. M.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv MARCELO RIBEIRO MALTA, EPAMIG; ANTONIO CARLOS BAIAO DE OLIVEIRA, CNPCa; GILBERTO RODRIGUES LISKA, UFSCAR; GLADYSTON RODRIGUES CARVALHO, EPAMIG; ANTONIO ALVES PEREIRA, EPAMIG; ACKSON DIMAS SILVA, EPAMIG; LAISA NAYARA ALVAR, EPAMIG; DIEGO MENEZ MOTA, EPAMIG.
dc.contributor.author.fl_str_mv MALTA, M. R.
OLIVEIRA, A. C. B. de
LISKA, G. R.
CARVALHO, G. R.
PEREIRA, A. A.
SILVA, A. D.
ALVAR, L. N.
MOTA, D. M.
dc.subject.por.fl_str_mv Seleção Genótipa
Coffea Arábica
Produção Agrícola
Genotype
Plant selection guides
Coffee products
topic Seleção Genótipa
Coffea Arábica
Produção Agrícola
Genotype
Plant selection guides
Coffee products
description This study aimed to evaluate the cup quality of Coffea arabica elite genotypes submitted to wet processing. C. arabica elite genotypes, which were grouped according to their genealogy: Bourbon, Paraíso Germplasm, and Resistant to Rust. Coffees were sent to wet processing to obtain fully washed coffee. After processing and drying the coffees were subjected to cup quality analysis according to the methodology of the Association of Special Coffees (SCA). To characterize and discriminate the genealogical groups the data were submitted to chemometric analysis, Principal Component Method (PCA) and Partial Least Squares Discriminant Analysis (PLS-DA). The PCA was effective in presenting an overview of the data, demonstrating the variables that most contributed to the analysis response. However, the PCA was not efficient to group genotypes according to their genealogical origin, based on chemometric data, as it is an unsupervised analysis. Even though most of the samples were classified correctly, the PLS-DA model created has not yet managed to correctly classify the genotypes of the Paraíso germplasm group. The C. arabica elite genotypes evaluated have the potential to produce special coffees, especially on the genotypes Paraíso 2, H493-1-2-10 and UFV-7158 with scores equal to or above 90 points.
publishDate 2021
dc.date.none.fl_str_mv 2021-08-19T17:00:40Z
2021-08-19T17:00:40Z
2021-08-19
2021
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Frontiers in Sustainable Food Systems, v. 5, Jul. 2021.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133735
https://doi.org/10.3389/fsufs.2021.715385
identifier_str_mv Frontiers in Sustainable Food Systems, v. 5, Jul. 2021.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133735
https://doi.org/10.3389/fsufs.2021.715385
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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