Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação

Detalhes bibliográficos
Ano de defesa: 2020
Autor(a) principal: Justino, Ludmilla Ferreira lattes
Orientador(a): Heinemann, Alexandre Bryan lattes
Banca de defesa: Heinemann, Alexandre Bryan, Stone, Luis Fernando, Cunha, Patrícia Pinheiro da
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Goiás
Programa de Pós-Graduação: Programa de Pós-graduação em Agronomia (EA)
Departamento: Escola de Agronomia - EA (RG)
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.bc.ufg.br/tede/handle/tede/10438
Resumo: Common bean (Phaseolus vulgaris L.) is one of the most produced and consumed legume species in the world, which is of great importance in the social and economic sphere. Due to its great adaptive capacity, common bean can be produced in different seasons, cultivation systems and edaphoclimatic conditions, which favors the greater exploitation of the crop throughout the national territory, resulting in a wide variability of bean types, groups and cultivars. Due to its genetic characteristics, each cultivar responds differently to environmental variables, different soil and management, and these characteristics can be studied through computational models that simulate the growth, development and yield of the cultures. The aim of this work was to characterize the performance of four commercial cultivars of common bean “in silico”, in addition to parameterize and validate the CROPGRO-Drybean model, comparing the phenotypic characteristics of the cultivars and evaluating their performance in the three planting seasons and different sowing dates in the bean production areas of Goiás State. The CROPGRODrybean model was parameterized and validated for the cultivars Pérola, BRS Estilo, BRS Esplendor and IPR Uirapuru by genetic algorithm using field experiments from the dry bean breeding program. Subsequently, the yields of common bean cultivars were simulated in the producing regions of Goiás State, during the wet, dry and winter seasons, in several sowing dates and a cluster analysis was performed to define homogeneous environmental groups. The environmental variability regarding the locations and dates used in the validation were captured by the CROPGRO-Drybean model and the parameterized coefficients of the four cultivars are more suitable for simulations in the winter season. Earlier sowing dates provided higher yields during wet and dry seasons. The factors that most affected the clusters in the wet and dry seasons were cultivar and sowing date, while in winter they were municipality and cultivar.
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spelling Heinemann, Alexandre Bryanhttp://lattes.cnpq.br/0452123469996239Battisti, Rafaelhttp://lattes.cnpq.br/9350992609794419Heinemann, Alexandre BryanStone, Luis FernandoCunha, Patrícia Pinheiro dahttp://lattes.cnpq.br/6694929549385094Justino, Ludmilla Ferreira2020-03-17T10:44:28Z2020-02-14JUSTINO, L. F. Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação. 2020. 77 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2020.http://repositorio.bc.ufg.br/tede/handle/tede/10438Common bean (Phaseolus vulgaris L.) is one of the most produced and consumed legume species in the world, which is of great importance in the social and economic sphere. Due to its great adaptive capacity, common bean can be produced in different seasons, cultivation systems and edaphoclimatic conditions, which favors the greater exploitation of the crop throughout the national territory, resulting in a wide variability of bean types, groups and cultivars. Due to its genetic characteristics, each cultivar responds differently to environmental variables, different soil and management, and these characteristics can be studied through computational models that simulate the growth, development and yield of the cultures. The aim of this work was to characterize the performance of four commercial cultivars of common bean “in silico”, in addition to parameterize and validate the CROPGRO-Drybean model, comparing the phenotypic characteristics of the cultivars and evaluating their performance in the three planting seasons and different sowing dates in the bean production areas of Goiás State. The CROPGRODrybean model was parameterized and validated for the cultivars Pérola, BRS Estilo, BRS Esplendor and IPR Uirapuru by genetic algorithm using field experiments from the dry bean breeding program. Subsequently, the yields of common bean cultivars were simulated in the producing regions of Goiás State, during the wet, dry and winter seasons, in several sowing dates and a cluster analysis was performed to define homogeneous environmental groups. The environmental variability regarding the locations and dates used in the validation were captured by the CROPGRO-Drybean model and the parameterized coefficients of the four cultivars are more suitable for simulations in the winter season. Earlier sowing dates provided higher yields during wet and dry seasons. The factors that most affected the clusters in the wet and dry seasons were cultivar and sowing date, while in winter they were municipality and cultivar.O feijão-comum (Phaseolus vulgaris L.) é uma das espécies leguminosas mais produzidas e consumidas no mundo, o que representa grande importância no âmbito social e econômico. Devido sua grande capacidade adaptativa, o feijoeiro pode ser produzido em diferentes épocas, sistemas de cultivo e condições edafoclimáticas, o que favorece a maior exploração da cultura por todo o território nacional, resultando em uma ampla variabilidade de tipos, grupos e cultivares. Cada cultivar, devido às suas características genéticas, responde de forma distinta às variáveis ambientais, aos diferentes solos e ao manejo empregado, sendo que tais características podem ser estudadas por meio de modelos computacionais que simulam o crescimento, o desenvolvimento e a produtividade das culturas. Objetivou-se com este trabalho caracterizar a performance de quatro cultivares comerciais de feijão-comum “in silico”, por meio da parametrização e validação do modelo CROPGRO-Drybean, compararando as características fenotípicas das cultivares e avaliando sua performance nas épocas de plantio das águas, seca e inverno, em diferentes datas de semeadura, nas áreas de produção de feijão no Estado de Goiás. O modelo CROPGRO-Drybean foi parametrizado e validado para as cultivares Pérola, BRS Estilo, BRS Esplendor e IPR Uirapuru por meio de algoritmo genético, utilizando experimentos de campo detalhados e ensaios do programa de melhoramento. Posteriormente, foram simuladas as produtividades das cultivares de feijão-comum nas regiões produtoras do Estado de Goiás, nas épocas das águas, da seca e inverno, em diversas datas de semeadura e realizada a análise de cluster para definição de grupos ambientais homogêneos. A variabilidade ambiental referente a locais e datas utilizados na validação foram captadas pelo modelo CROPGRO-Drybean e os coeficientes parametrizados das quatro cultivares são mais indicados para simulações na época de inverno. As datas de semeadura mais precoces proporcionaram maiores produtividades nas épocas das águas e da seca. Os fatores que mais afetaram os agrupamentos nas épocas das águas e seca foram cultivar e data de semeadura, enquanto que no inverno foram município e cultivar.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Agronomia (EA)UFGBrasilEscola de Agronomia - EA (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessPhaseolus vulgaris L.DSSATCROPGRO-DrybeanModelagem agrícolaÉpocas de cultivoPhaseolus vulgaris L.DSSATCROPGRO-DrybeanAgricultural modelingGrowing seasonsCIENCIAS AGRARIAS::AGRONOMIACaracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulaçãoCharacterization of the performance of common bean cultivars in three sowing times in Goiás state, by simulation modelinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-5756624928798959431600600600600-6046953723502374070-30911387149076039072075167498588264571reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; 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dc.title.eng.fl_str_mv Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
dc.title.alternative.eng.fl_str_mv Characterization of the performance of common bean cultivars in three sowing times in Goiás state, by simulation model
title Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
spellingShingle Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
Justino, Ludmilla Ferreira
Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Modelagem agrícola
Épocas de cultivo
Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Agricultural modeling
Growing seasons
CIENCIAS AGRARIAS::AGRONOMIA
title_short Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
title_full Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
title_fullStr Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
title_full_unstemmed Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
title_sort Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação
author Justino, Ludmilla Ferreira
author_facet Justino, Ludmilla Ferreira
author_role author
dc.contributor.advisor1.fl_str_mv Heinemann, Alexandre Bryan
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0452123469996239
dc.contributor.advisor-co1.fl_str_mv Battisti, Rafael
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/9350992609794419
dc.contributor.referee1.fl_str_mv Heinemann, Alexandre Bryan
dc.contributor.referee2.fl_str_mv Stone, Luis Fernando
dc.contributor.referee3.fl_str_mv Cunha, Patrícia Pinheiro da
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6694929549385094
dc.contributor.author.fl_str_mv Justino, Ludmilla Ferreira
contributor_str_mv Heinemann, Alexandre Bryan
Battisti, Rafael
Heinemann, Alexandre Bryan
Stone, Luis Fernando
Cunha, Patrícia Pinheiro da
dc.subject.por.fl_str_mv Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Modelagem agrícola
Épocas de cultivo
topic Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Modelagem agrícola
Épocas de cultivo
Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Agricultural modeling
Growing seasons
CIENCIAS AGRARIAS::AGRONOMIA
dc.subject.eng.fl_str_mv Phaseolus vulgaris L.
DSSAT
CROPGRO-Drybean
Agricultural modeling
Growing seasons
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::AGRONOMIA
description Common bean (Phaseolus vulgaris L.) is one of the most produced and consumed legume species in the world, which is of great importance in the social and economic sphere. Due to its great adaptive capacity, common bean can be produced in different seasons, cultivation systems and edaphoclimatic conditions, which favors the greater exploitation of the crop throughout the national territory, resulting in a wide variability of bean types, groups and cultivars. Due to its genetic characteristics, each cultivar responds differently to environmental variables, different soil and management, and these characteristics can be studied through computational models that simulate the growth, development and yield of the cultures. The aim of this work was to characterize the performance of four commercial cultivars of common bean “in silico”, in addition to parameterize and validate the CROPGRO-Drybean model, comparing the phenotypic characteristics of the cultivars and evaluating their performance in the three planting seasons and different sowing dates in the bean production areas of Goiás State. The CROPGRODrybean model was parameterized and validated for the cultivars Pérola, BRS Estilo, BRS Esplendor and IPR Uirapuru by genetic algorithm using field experiments from the dry bean breeding program. Subsequently, the yields of common bean cultivars were simulated in the producing regions of Goiás State, during the wet, dry and winter seasons, in several sowing dates and a cluster analysis was performed to define homogeneous environmental groups. The environmental variability regarding the locations and dates used in the validation were captured by the CROPGRO-Drybean model and the parameterized coefficients of the four cultivars are more suitable for simulations in the winter season. Earlier sowing dates provided higher yields during wet and dry seasons. The factors that most affected the clusters in the wet and dry seasons were cultivar and sowing date, while in winter they were municipality and cultivar.
publishDate 2020
dc.date.accessioned.fl_str_mv 2020-03-17T10:44:28Z
dc.date.issued.fl_str_mv 2020-02-14
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dc.identifier.citation.fl_str_mv JUSTINO, L. F. Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação. 2020. 77 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2020.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/10438
identifier_str_mv JUSTINO, L. F. Caracterização da performance de cultivares de feijão-comum em três épocas de semeadura em Goiás, por modelo de simulação. 2020. 77 f. Dissertação (Mestrado em Agronomia) - Universidade Federal de Goiás, Goiânia, 2020.
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dc.publisher.initials.fl_str_mv UFG
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dc.publisher.department.fl_str_mv Escola de Agronomia - EA (RG)
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