Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.

Detalhes bibliográficos
Autor(a) principal: LESSA, M. S. C. de M.
Data de Publicação: 2024
Outros Autores: AMARAL, T. M., LEAO, P. C. de S., OLIVA, J. T.
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/1162737
https://doi.org/10.1016/j.jfca.2024.106126
Resumo: Developing new table grape cultivars that exhibit high yield and superior fruit quality is imperative to meet the escalating demands of the consumer market in the Lower-Middle S˜ao Francisco River Valley. The primary objective of Embrapa Semi´arido’s Active Germplasm Banks (AGB) for grapes is the conservation of Vitis sp. germplasm under semi-arid climatic conditions to make it available for research, particularly for the breeding and development of novel grape cultivars. This study aims to use Multi-Criteria Decision Analysis (MCDA), specifically the Preference Ranking Organization Method for Enrichment Evaluation (Promethee) II, to rank the grape genotypes of the Embrapa Semi´arido’s AGB, considering multiple criteria to define the primary grape varieties for the breeding program. The decision maker (DM) participated in all process stages, from validating qualitative and quantitative criteria to evaluating the criteria weights, and the decision matrix had 106 seeded and 50 seedless grape genotypes with 14 criteria. For visual analysis, we generated the GAIA Plane using the Visual Promethee Software. In the group of seeded grape cultivars, the three top- ranked genotypes were ’Italia Clone I′, ’Dona Maria’, and ’Italia Muscat’, while in the seedless group, the best-rated were ’BRS ´Isis’, ’BRS Linda’, and ’BRS Morena’. Our research demonstrated, for the first time, the evaluation of grape genotypes using MCDA method with qualitative and quantitative criteria.
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spelling Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.Genótipos de uvaPrometeuAnálise de decisão multicritérioTomando uma decisãoUva de mesaBancos Ativos de GermoplasmaUvaMelhoramento Genético VegetalGenótipoDecision makingMulti-criteria decision makingGrapesTable grapesVitisDeveloping new table grape cultivars that exhibit high yield and superior fruit quality is imperative to meet the escalating demands of the consumer market in the Lower-Middle S˜ao Francisco River Valley. The primary objective of Embrapa Semi´arido’s Active Germplasm Banks (AGB) for grapes is the conservation of Vitis sp. germplasm under semi-arid climatic conditions to make it available for research, particularly for the breeding and development of novel grape cultivars. This study aims to use Multi-Criteria Decision Analysis (MCDA), specifically the Preference Ranking Organization Method for Enrichment Evaluation (Promethee) II, to rank the grape genotypes of the Embrapa Semi´arido’s AGB, considering multiple criteria to define the primary grape varieties for the breeding program. The decision maker (DM) participated in all process stages, from validating qualitative and quantitative criteria to evaluating the criteria weights, and the decision matrix had 106 seeded and 50 seedless grape genotypes with 14 criteria. For visual analysis, we generated the GAIA Plane using the Visual Promethee Software. In the group of seeded grape cultivars, the three top- ranked genotypes were ’Italia Clone I′, ’Dona Maria’, and ’Italia Muscat’, while in the seedless group, the best-rated were ’BRS ´Isis’, ’BRS Linda’, and ’BRS Morena’. Our research demonstrated, for the first time, the evaluation of grape genotypes using MCDA method with qualitative and quantitative criteria.MATHEUS SANDREY COSTA DE MATOS LESSA, UNIVASF; THIAGO MAGALHÃES AMARAL, UNIVASF; PATRICIA COELHO DE SOUZA LEAO, CPATSA; JEFFERSON T. OLIVA, Universidade Tecnológica Federal do Paraná, Pato Branco, PR.LESSA, M. S. C. de M.AMARAL, T. M.LEAO, P. C. de S.OLIVA, J. T.2024-03-11T19:32:31Z2024-03-11T19:32:31Z2024-03-112024info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleJournal of Food Composition and Analysis, v. 130, 106126, 2024http://www.alice.cnptia.embrapa.br/alice/handle/doc/1162737https://doi.org/10.1016/j.jfca.2024.106126enginfo: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:EMBRAPA2024-03-11T19:32:31Zoai:www.alice.cnptia.embrapa.br:doc/1162737Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542024-03-11T19:32:31falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542024-03-11T19:32:31Repositório 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 Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
title Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
spellingShingle Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
LESSA, M. S. C. de M.
Genótipos de uva
Prometeu
Análise de decisão multicritério
Tomando uma decisão
Uva de mesa
Bancos Ativos de Germoplasma
Uva
Melhoramento Genético Vegetal
Genótipo
Decision making
Multi-criteria decision making
Grapes
Table grapes
Vitis
title_short Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
title_full Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
title_fullStr Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
title_full_unstemmed Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
title_sort Multi-criteria decision analysis applied to Brazilian grapevine genotype selection.
author LESSA, M. S. C. de M.
author_facet LESSA, M. S. C. de M.
AMARAL, T. M.
LEAO, P. C. de S.
OLIVA, J. T.
author_role author
author2 AMARAL, T. M.
LEAO, P. C. de S.
OLIVA, J. T.
author2_role author
author
author
dc.contributor.none.fl_str_mv MATHEUS SANDREY COSTA DE MATOS LESSA, UNIVASF; THIAGO MAGALHÃES AMARAL, UNIVASF; PATRICIA COELHO DE SOUZA LEAO, CPATSA; JEFFERSON T. OLIVA, Universidade Tecnológica Federal do Paraná, Pato Branco, PR.
dc.contributor.author.fl_str_mv LESSA, M. S. C. de M.
AMARAL, T. M.
LEAO, P. C. de S.
OLIVA, J. T.
dc.subject.por.fl_str_mv Genótipos de uva
Prometeu
Análise de decisão multicritério
Tomando uma decisão
Uva de mesa
Bancos Ativos de Germoplasma
Uva
Melhoramento Genético Vegetal
Genótipo
Decision making
Multi-criteria decision making
Grapes
Table grapes
Vitis
topic Genótipos de uva
Prometeu
Análise de decisão multicritério
Tomando uma decisão
Uva de mesa
Bancos Ativos de Germoplasma
Uva
Melhoramento Genético Vegetal
Genótipo
Decision making
Multi-criteria decision making
Grapes
Table grapes
Vitis
description Developing new table grape cultivars that exhibit high yield and superior fruit quality is imperative to meet the escalating demands of the consumer market in the Lower-Middle S˜ao Francisco River Valley. The primary objective of Embrapa Semi´arido’s Active Germplasm Banks (AGB) for grapes is the conservation of Vitis sp. germplasm under semi-arid climatic conditions to make it available for research, particularly for the breeding and development of novel grape cultivars. This study aims to use Multi-Criteria Decision Analysis (MCDA), specifically the Preference Ranking Organization Method for Enrichment Evaluation (Promethee) II, to rank the grape genotypes of the Embrapa Semi´arido’s AGB, considering multiple criteria to define the primary grape varieties for the breeding program. The decision maker (DM) participated in all process stages, from validating qualitative and quantitative criteria to evaluating the criteria weights, and the decision matrix had 106 seeded and 50 seedless grape genotypes with 14 criteria. For visual analysis, we generated the GAIA Plane using the Visual Promethee Software. In the group of seeded grape cultivars, the three top- ranked genotypes were ’Italia Clone I′, ’Dona Maria’, and ’Italia Muscat’, while in the seedless group, the best-rated were ’BRS ´Isis’, ’BRS Linda’, and ’BRS Morena’. Our research demonstrated, for the first time, the evaluation of grape genotypes using MCDA method with qualitative and quantitative criteria.
publishDate 2024
dc.date.none.fl_str_mv 2024-03-11T19:32:31Z
2024-03-11T19:32:31Z
2024-03-11
2024
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Journal of Food Composition and Analysis, v. 130, 106126, 2024
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1162737
https://doi.org/10.1016/j.jfca.2024.106126
identifier_str_mv Journal of Food Composition and Analysis, v. 130, 106126, 2024
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1162737
https://doi.org/10.1016/j.jfca.2024.106126
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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