Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados
Ano de defesa: | 2020 |
---|---|
Autor(a) principal: | |
Orientador(a): | |
Banca de defesa: | , |
Tipo de documento: | Dissertação |
Tipo de acesso: | Acesso aberto |
Idioma: | por |
Instituição de defesa: |
Universidade Estadual da Paraíba
|
Programa de Pós-Graduação: |
Programa de Pós-Graduação em Ciências Agrárias - PPGCA
|
Departamento: |
Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP
|
País: |
Brasil
|
Palavras-chave em Português: | |
Palavras-chave em Inglês: | |
Área do conhecimento CNPq: | |
Link de acesso: | http://tede.bc.uepb.edu.br/jspui/handle/tede/4500 |
Resumo: | Peanut (Arachis hypogaea) is an important oilseed for the food market. The cultivars available in Brazil belong to two subspecies, hypogaea and fastigiata, each with different morphological and agronomical traits. The hypogaea accessions are runner types, long cycle and absence of flowers on the main stem, while the fastigiata are upright, earliness, with flowers on all branches of plant. Despite to be a autogamous with cleistogamic flowers, it is possible to detect genetic variability between accessions of the same subspecies, depending on the genealogy and some peculiar traits in the population. Such knowledge is essential to planning the strategies adopted in breeding programs. In this work, the genetic variability of a population with eleven fastigiata accessions was estimated, based on uni and multivariate models. Additionally, phenotypic and genotypic correlations were estimated, based on 14 traits associated to reproductive efficiency. The accessions were provided by Federal University of Ceará and later introduced into Peanut Collection, of Embrapa Algodao, Brazil. Assay as carried out in greenhouse, during Oct / 2019 to Jan / 2020. Seeds were grown in pots, following the management recommendations adopted by the crop curator. The experimental design was completely randomized with three repetitions. The descriptors adopted for the univariate and multivariate analyzes were: plant height (PJ), number of pods / plant (NP), weight of pods / plant (WP), weight of 100 pods (W100P), weight of 100 seeds (W100S ), Blooming (B), total number of gynophores / plant (NG), total number of flowers / plant (NF), flowering duration (FD), flower viability (FV), full pod maturation (FPM), harvest index (HI), reproductive efficiency based on the number of flowers (REf) and reproductive efficiency based on the number of gynophores (REg). The statistical procedures were based on analysis of variance (F test) and classification of means (Tukey test) for univariate models, and UPGMA and canonical variables (VC), for multivariate analysis. A statistically significant difference was found for most traits indicating that there is variability in the studied population, excepting to B, FD and FPMV. The accessions PI-268-689, Dwarf, AHK 85-3, Feuri-11 and SR-1-4 were more productive. Through UPGMA and VC analysis, three groups were clustered, G1: Dwarf, Feuri-11, GDM-MUT-1 and SR-1-4, G2: Dixie-Spanish,55114, Georgia, GDM and R-31- 1 and G3: PI-268-689 and AHK-85-3. Of these, G3 had the most promising accessions, based on WP, REg and HI. As to correlations, we found that is possible to selecting accessions with high reproductive efficiency by adopting REg x HI and NP x REg combinations, which showed positive and high to medium magnitudes. It is up to the breeder to select the best convenience traits in order to adopt them in further selection procedures. |
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Santos, Roseane Cavalcanti dosCavalcanti, José Jaime VasconcelosPereira, Rennan FernandesMorais, Marília de Macedo Duarte2023-03-31T23:15:46Z2020-10-30MORAIS, Marília de Macedo Duarte. Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados. 2020. 41f. Dissertação (Programa de Pós-Graduação em Ciências Agrárias - PPGCA) - Universidade Estadual da Paraíba, Campina Grande, 2022.http://tede.bc.uepb.edu.br/jspui/handle/tede/4500Peanut (Arachis hypogaea) is an important oilseed for the food market. The cultivars available in Brazil belong to two subspecies, hypogaea and fastigiata, each with different morphological and agronomical traits. The hypogaea accessions are runner types, long cycle and absence of flowers on the main stem, while the fastigiata are upright, earliness, with flowers on all branches of plant. Despite to be a autogamous with cleistogamic flowers, it is possible to detect genetic variability between accessions of the same subspecies, depending on the genealogy and some peculiar traits in the population. Such knowledge is essential to planning the strategies adopted in breeding programs. In this work, the genetic variability of a population with eleven fastigiata accessions was estimated, based on uni and multivariate models. Additionally, phenotypic and genotypic correlations were estimated, based on 14 traits associated to reproductive efficiency. The accessions were provided by Federal University of Ceará and later introduced into Peanut Collection, of Embrapa Algodao, Brazil. Assay as carried out in greenhouse, during Oct / 2019 to Jan / 2020. Seeds were grown in pots, following the management recommendations adopted by the crop curator. The experimental design was completely randomized with three repetitions. The descriptors adopted for the univariate and multivariate analyzes were: plant height (PJ), number of pods / plant (NP), weight of pods / plant (WP), weight of 100 pods (W100P), weight of 100 seeds (W100S ), Blooming (B), total number of gynophores / plant (NG), total number of flowers / plant (NF), flowering duration (FD), flower viability (FV), full pod maturation (FPM), harvest index (HI), reproductive efficiency based on the number of flowers (REf) and reproductive efficiency based on the number of gynophores (REg). The statistical procedures were based on analysis of variance (F test) and classification of means (Tukey test) for univariate models, and UPGMA and canonical variables (VC), for multivariate analysis. A statistically significant difference was found for most traits indicating that there is variability in the studied population, excepting to B, FD and FPMV. The accessions PI-268-689, Dwarf, AHK 85-3, Feuri-11 and SR-1-4 were more productive. Through UPGMA and VC analysis, three groups were clustered, G1: Dwarf, Feuri-11, GDM-MUT-1 and SR-1-4, G2: Dixie-Spanish,55114, Georgia, GDM and R-31- 1 and G3: PI-268-689 and AHK-85-3. Of these, G3 had the most promising accessions, based on WP, REg and HI. As to correlations, we found that is possible to selecting accessions with high reproductive efficiency by adopting REg x HI and NP x REg combinations, which showed positive and high to medium magnitudes. It is up to the breeder to select the best convenience traits in order to adopt them in further selection procedures.O amendoim (Arachis hypogaea) é uma importante oleaginosa para o mercado de alimentos. As cultivares disponíveis no Brasil pertencem a duas subespécies, hypogaea e fastigiata, cada uma com características distintas nos aspectos morfológico e agronômico. Os acessos da subsp. hypogaea se caracterizam por serem do tipo rasteiro, ciclo longo e ausência de flores na haste principal, enquanto os fastigiata são de porte ereto, precoces e com flores em todos os ramos da planta. Apesar de ser uma planta que se reproduz por autogamia, com flores cleistogâmicas, é possível detectar variabilidade genética entre acessos da mesma subespécie, dependendo da genealogia e algumas características peculiares na população. Tal conhecimento é fundamental para planejamentos das estratégias a serem adotadas em programas de melhoramento. Nesse trabalho estimou-se a variabilidade genética de uma população constituída de onze acessos da subesp. fastigiata, baseada em modelos uni e multivariados. Adicionalmente foram estimadas as correlações fenotípicas e genotípicas, baseando-se em 14 descritores associados com a eficiência reprodutiva da população. Os acessos foram cedidos pela Universidade Federal do Ceará e posteriormente introduzidos na Coleção de Amendoim da Embrapa Algodão. Sementes dos acessos foram cultivados em vasos, em casa de vegetação, durante os meses de Out/2019 a Jan/2020, seguindo-se as recomendações de manejo adotada pela curadoria da cultura. O desenho experimental foi inteiramente casualizado com três repetições. Os descritores adotados para as análises uni e multivariada foram: altura da planta (AP), número de vagens/planta (NV), peso das vagens/planta (PV), peso de 100 vagens (P100V), peso de 100 sementes (P100S), início da floração (IF), número total de ginóforos/planta (NG), número total de flores/planta (NF), duração da floração (DF), viabilidade das flores (VF), maturação completa das vagens (MCV), índice de colheita (IC), eficiência reprodutiva baseada no número de flores (Erf) e eficiência reprodutiva baseada no número de ginóforos (Erg). Os procedimentos estatísticos foram baseados na análise de variância (teste F) e classificação das médias (teste Tukey), para os modelos univariados, e UPGMA e variáveis canônicas (VC), para os multivariados. Foi encontrada diferença estatística significativa para maioria dos descritores indicando que há variabilidade na população estudada, com exceção de IF, DF e MCV. Os acessos PI-268-689, Dwarf, AHK-85-3, Feuri-11 e SR-1-4 se destacaram como mais produtivos. Nas análises de agrupamento via UPGMA e VC três grupos foram igualmente constituídos, G1: Dwarf, Feuri 11, G.D.M-MUT-1 e SR-1-4, G2: Dixie-Spanish, 55114, Georgia, G.D.M e R-31-1 e G3: PI 268-689 e AHK-85-3. Desses, G3 conteve os acessos mais promissores, baseando-se na PV, Erg e IC. Com relação às correlações, verificou-se que é possível focalizar na seleção de acessos com alta eficiência reprodutiva adotando-se combinações Erg x IC e NV x Erg, que foram positivas e de alta a média magnitudes. Cabe ao melhorista selecionar o descritor de melhor comodidade para adotar nos procedimentos de seleção.Submitted by Jean Medeiros (jeanletras@uepb.edu.br) on 2022-11-08T11:23:05Z No. of bitstreams: 1 DS - Marília de Macedo Duarte Morais.pdf: 979882 bytes, checksum: 008284c6369ed2434413352caadd8a07 (MD5)Approved for entry into archive by Jean Medeiros (jeanletras@uepb.edu.br) on 2022-11-08T11:23:23Z (GMT) No. of bitstreams: 1 DS - Marília de Macedo Duarte Morais.pdf: 979882 bytes, checksum: 008284c6369ed2434413352caadd8a07 (MD5)Made available in DSpace on 2023-03-31T23:15:46Z (GMT). No. of bitstreams: 1 DS - Marília de Macedo Duarte Morais.pdf: 979882 bytes, checksum: 008284c6369ed2434413352caadd8a07 (MD5) Previous issue date: 2020-10-30Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Estadual da ParaíbaPrograma de Pós-Graduação em Ciências Agrárias - PPGCAUEPBBrasilPró-Reitoria de Pós-Graduação e Pesquisa - PRPGPArachis hypogaeaCorrelações geneticasGermoplasmaAmendoimPeanutGenetic correlationsArachis hypogaeaGermplasmCIENCIAS AGRARIASEstimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariadosEstimating of genetic variability in peanut accessions based on univariate and multivariate modelsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-35491671506732494836006006005248714503811102787828424726906663919info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UEPBinstname:Universidade Estadual da Paraíba (UEPB)instacron:UEPBORIGINALDS - Marília de Macedo Duarte Morais.pdfDS - Marília de Macedo Duarte Morais.pdfapplication/pdf979882http://tede.bc.uepb.edu.br/jspui/bitstream/tede/4500/2/DS+-+Mar%C3%ADlia+de+Macedo+Duarte+Morais.pdf008284c6369ed2434413352caadd8a07MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81960http://tede.bc.uepb.edu.br/jspui/bitstream/tede/4500/1/license.txt6052ae61e77222b2086e666b7ae213ceMD51tede/45002023-03-31 20:15:47.025oai:tede.bc.uepb.edu.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede.bc.uepb.edu.br/jspui/PUBhttp://tede.bc.uepb.edu.br/oai/requestbc@uepb.edu.br||opendoar:2023-03-31T23:15:47Biblioteca Digital de Teses e Dissertações da UEPB - Universidade Estadual da Paraíba (UEPB)false |
dc.title.por.fl_str_mv |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
dc.title.alternative.eng.fl_str_mv |
Estimating of genetic variability in peanut accessions based on univariate and multivariate models |
title |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
spellingShingle |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados Morais, Marília de Macedo Duarte Arachis hypogaea Correlações geneticas Germoplasma Amendoim Peanut Genetic correlations Arachis hypogaea Germplasm CIENCIAS AGRARIAS |
title_short |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
title_full |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
title_fullStr |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
title_full_unstemmed |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
title_sort |
Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados |
author |
Morais, Marília de Macedo Duarte |
author_facet |
Morais, Marília de Macedo Duarte |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Santos, Roseane Cavalcanti dos |
dc.contributor.referee1.fl_str_mv |
Cavalcanti, José Jaime Vasconcelos |
dc.contributor.referee2.fl_str_mv |
Pereira, Rennan Fernandes |
dc.contributor.author.fl_str_mv |
Morais, Marília de Macedo Duarte |
contributor_str_mv |
Santos, Roseane Cavalcanti dos Cavalcanti, José Jaime Vasconcelos Pereira, Rennan Fernandes |
dc.subject.por.fl_str_mv |
Arachis hypogaea Correlações geneticas Germoplasma Amendoim |
topic |
Arachis hypogaea Correlações geneticas Germoplasma Amendoim Peanut Genetic correlations Arachis hypogaea Germplasm CIENCIAS AGRARIAS |
dc.subject.eng.fl_str_mv |
Peanut Genetic correlations Arachis hypogaea Germplasm |
dc.subject.cnpq.fl_str_mv |
CIENCIAS AGRARIAS |
description |
Peanut (Arachis hypogaea) is an important oilseed for the food market. The cultivars available in Brazil belong to two subspecies, hypogaea and fastigiata, each with different morphological and agronomical traits. The hypogaea accessions are runner types, long cycle and absence of flowers on the main stem, while the fastigiata are upright, earliness, with flowers on all branches of plant. Despite to be a autogamous with cleistogamic flowers, it is possible to detect genetic variability between accessions of the same subspecies, depending on the genealogy and some peculiar traits in the population. Such knowledge is essential to planning the strategies adopted in breeding programs. In this work, the genetic variability of a population with eleven fastigiata accessions was estimated, based on uni and multivariate models. Additionally, phenotypic and genotypic correlations were estimated, based on 14 traits associated to reproductive efficiency. The accessions were provided by Federal University of Ceará and later introduced into Peanut Collection, of Embrapa Algodao, Brazil. Assay as carried out in greenhouse, during Oct / 2019 to Jan / 2020. Seeds were grown in pots, following the management recommendations adopted by the crop curator. The experimental design was completely randomized with three repetitions. The descriptors adopted for the univariate and multivariate analyzes were: plant height (PJ), number of pods / plant (NP), weight of pods / plant (WP), weight of 100 pods (W100P), weight of 100 seeds (W100S ), Blooming (B), total number of gynophores / plant (NG), total number of flowers / plant (NF), flowering duration (FD), flower viability (FV), full pod maturation (FPM), harvest index (HI), reproductive efficiency based on the number of flowers (REf) and reproductive efficiency based on the number of gynophores (REg). The statistical procedures were based on analysis of variance (F test) and classification of means (Tukey test) for univariate models, and UPGMA and canonical variables (VC), for multivariate analysis. A statistically significant difference was found for most traits indicating that there is variability in the studied population, excepting to B, FD and FPMV. The accessions PI-268-689, Dwarf, AHK 85-3, Feuri-11 and SR-1-4 were more productive. Through UPGMA and VC analysis, three groups were clustered, G1: Dwarf, Feuri-11, GDM-MUT-1 and SR-1-4, G2: Dixie-Spanish,55114, Georgia, GDM and R-31- 1 and G3: PI-268-689 and AHK-85-3. Of these, G3 had the most promising accessions, based on WP, REg and HI. As to correlations, we found that is possible to selecting accessions with high reproductive efficiency by adopting REg x HI and NP x REg combinations, which showed positive and high to medium magnitudes. It is up to the breeder to select the best convenience traits in order to adopt them in further selection procedures. |
publishDate |
2020 |
dc.date.issued.fl_str_mv |
2020-10-30 |
dc.date.accessioned.fl_str_mv |
2023-03-31T23:15:46Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
MORAIS, Marília de Macedo Duarte. Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados. 2020. 41f. Dissertação (Programa de Pós-Graduação em Ciências Agrárias - PPGCA) - Universidade Estadual da Paraíba, Campina Grande, 2022. |
dc.identifier.uri.fl_str_mv |
http://tede.bc.uepb.edu.br/jspui/handle/tede/4500 |
identifier_str_mv |
MORAIS, Marília de Macedo Duarte. Estimativa da variabilidade genética em acesso de amendoim baseada em modelos uni e multivariados. 2020. 41f. Dissertação (Programa de Pós-Graduação em Ciências Agrárias - PPGCA) - Universidade Estadual da Paraíba, Campina Grande, 2022. |
url |
http://tede.bc.uepb.edu.br/jspui/handle/tede/4500 |
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por |
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por |
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600 600 600 |
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524871450381110278 |
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info:eu-repo/semantics/openAccess |
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openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Estadual da Paraíba |
dc.publisher.program.fl_str_mv |
Programa de Pós-Graduação em Ciências Agrárias - PPGCA |
dc.publisher.initials.fl_str_mv |
UEPB |
dc.publisher.country.fl_str_mv |
Brasil |
dc.publisher.department.fl_str_mv |
Pró-Reitoria de Pós-Graduação e Pesquisa - PRPGP |
publisher.none.fl_str_mv |
Universidade Estadual da Paraíba |
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MD5 MD5 |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da UEPB - Universidade Estadual da Paraíba (UEPB) |
repository.mail.fl_str_mv |
bc@uepb.edu.br|| |
_version_ |
1797038571459182592 |