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 | Acesso ao texto completo restrito à biblioteca da Embrapa Milho e Sorgo. Para informações adicionais entre em contato com cnpms.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Milho e Sorgo. |
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Data corrente: |
21/03/2022 |
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Data da última atualização: |
12/07/2022 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
DIAS, K. O. G.; SANTOS, J. P. R. dos; KRAUSE, M. D.; PIEPHO, H.-P.; GUIMARAES, L. J. M.; PASTINA, M. M.; GARCIA, A. A. F. |
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Afiliação: |
KAIO O. G. DIAS, Universidade Federal de Viçosa; JHONATHAN P. R. DOS SANTOS, Escola Superior de Agricultura Luiz de Queiroz; MATHEUS D. KRAUSE, Iowa State University; HANS-PETER PIEPHO, University of Hohenheim; LAURO JOSE MOREIRA GUIMARAES, CNPMS; MARIA MARTA PASTINA, CNPMS; ANTONIO A. F. GARCIA, Escola Superior de Agricultura Luiz de Queiroz. |
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Título: |
Leveraging probability concepts for cultivar recommendation in multi?environment trials. |
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Ano de publicação: |
2022 |
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Fonte/Imprenta: |
Theoretical and Applied Genetics, v. 135, n. 4, p. 1385-1399, 2022. |
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DOI: |
https://doi.org/10.1007/s00122-022-04041-y |
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Idioma: |
Inglês |
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Conteúdo: |
Statistical models that capture the phenotypic plasticity of a genotype across environments are crucial in plant breeding programs to potentially identify parents, generate ofspring, and obtain highly productive genotypes for target environments. In this study, our aim is to leverage concepts of Bayesian models and probability methods of stability analysis to untangle genotype-by-environment interaction (GEI). The proposed method employs the posterior distribution obtained with the NoU-Turn sampler algorithm to get Hamiltonian Monte Carlo estimates of adaptation and stability probabilities. We applied the proposed models in two empirical tropical datasets. Our fndings provide a basis to enhance our ability to consider the uncertainty of cultivar recommendation for global or specifc adaptation. We further demonstrate that probability methods of stability analysis in a Bayesian framework are a powerful tool for unraveling GEI given a defned intensity of selection that results in a more informed decision-making process toward cultivar recommendation in multi-environment trials. |
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Palavras-Chave: |
Modelo Bayesiano; Modelo misto; Previsão genômica; Regressão de parâmetro. |
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Thesagro: |
Genótipo; Melhoramento Genético Vegetal; Variedade. |
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Categoria do assunto: |
G Melhoramento Genético |
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Marc: |
LEADER 01993naa a2200289 a 4500
001 2141063
005 2022-07-12
008 2022 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1007/s00122-022-04041-y$2DOI
100 1 $aDIAS, K. O. G.
245 $aLeveraging probability concepts for cultivar recommendation in multi?environment trials.$h[electronic resource]
260 $c2022
520 $aStatistical models that capture the phenotypic plasticity of a genotype across environments are crucial in plant breeding programs to potentially identify parents, generate ofspring, and obtain highly productive genotypes for target environments. In this study, our aim is to leverage concepts of Bayesian models and probability methods of stability analysis to untangle genotype-by-environment interaction (GEI). The proposed method employs the posterior distribution obtained with the NoU-Turn sampler algorithm to get Hamiltonian Monte Carlo estimates of adaptation and stability probabilities. We applied the proposed models in two empirical tropical datasets. Our fndings provide a basis to enhance our ability to consider the uncertainty of cultivar recommendation for global or specifc adaptation. We further demonstrate that probability methods of stability analysis in a Bayesian framework are a powerful tool for unraveling GEI given a defned intensity of selection that results in a more informed decision-making process toward cultivar recommendation in multi-environment trials.
650 $aGenótipo
650 $aMelhoramento Genético Vegetal
650 $aVariedade
653 $aModelo Bayesiano
653 $aModelo misto
653 $aPrevisão genômica
653 $aRegressão de parâmetro
700 1 $aSANTOS, J. P. R. dos
700 1 $aKRAUSE, M. D.
700 1 $aPIEPHO, H.-P.
700 1 $aGUIMARAES, L. J. M.
700 1 $aPASTINA, M. M.
700 1 $aGARCIA, A. A. F.
773 $tTheoretical and Applied Genetics$gv. 135, n. 4, p. 1385-1399, 2022.
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Registro original: |
Embrapa Milho e Sorgo (CNPMS) |
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| Acesso ao texto completo restrito à biblioteca da Embrapa Arroz e Feijão. Para informações adicionais entre em contato com cnpaf.biblioteca@embrapa.br. |
Registro Completo
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Biblioteca(s): |
Embrapa Arroz e Feijão. |
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Data corrente: |
08/09/1993 |
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Data da última atualização: |
18/04/2024 |
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Autoria: |
PEREIRA, P. A. A. |
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Afiliação: |
PEDRO ANTONIO ARRAES PEREIRA, CNPAF. |
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Título: |
Improvement of N2 fixation in common bean (Phaseolus vulgaris L.) at different levels of available phosphorus. |
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Ano de publicação: |
1987 |
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Fonte/Imprenta: |
Madison: University of Wisconsin, 1987. |
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Páginas: |
151 p. |
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Idioma: |
Inglês |
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Notas: |
Tese Doutorado. |
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Conteúdo: |
Phosphorus is one among several factors which affects N2 fixation, and besides N, a principal yield-limiting nutrient in many regions of the world. Since the host plant is an essential partner in symbiosis, knowledge of host genotypic variability for N2 fixation at different levels of P availability will be useful when breeding cultivars for enhanced N2 fixation. The objective of this study was to investigate the possibility of obtaining common bean (Phaseolus vulgaris L.) lines which can fix large amounts of N2 under different levels of available phosphorus. Experiments were conducted in a growth room using a sand-alumina system which was reproducible and well suited for studying N2 fixation under different levels of available P and in the field where a low-Nsoil was chosen. In the growth room studies, P availability strongly affected plant growth and traits related to N2 fixation. However, no beneficial response was detected on the growth of the 14 common bean lines with addition of mycorrhiza. Competition for P between nodules and pods was observed at latter stages of growth, although other factors also contributed to a decline in nitrogenase activity and reduced nodule dry weight during the reproductive stage. Nodules were the plant part richest in phosphorus, and nodule dry weight was affected more than nodule number by limiting P supply, perhaps indicating that growth of the nodules was the primary factor limiting N2 fixation at low P levels. Generally no significant interaction was detected for P levels..... MenosPhosphorus is one among several factors which affects N2 fixation, and besides N, a principal yield-limiting nutrient in many regions of the world. Since the host plant is an essential partner in symbiosis, knowledge of host genotypic variability for N2 fixation at different levels of P availability will be useful when breeding cultivars for enhanced N2 fixation. The objective of this study was to investigate the possibility of obtaining common bean (Phaseolus vulgaris L.) lines which can fix large amounts of N2 under different levels of available phosphorus. Experiments were conducted in a growth room using a sand-alumina system which was reproducible and well suited for studying N2 fixation under different levels of available P and in the field where a low-Nsoil was chosen. In the growth room studies, P availability strongly affected plant growth and traits related to N2 fixation. However, no beneficial response was detected on the growth of the 14 common bean lines with addition of mycorrhiza. Competition for P between nodules and pods was observed at latter stages of growth, although other factors also contributed to a decline in nitrogenase activity and reduced nodule dry weight during the reproductive stage. Nodules were the plant part richest in phosphorus, and nodule dry weight was affected more than nodule number by limiting P supply, perhaps indicating that growth of the nodules was the primary factor limiting N2 fixation at low P levels. Generally no significant i... Mostrar Tudo |
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Palavras-Chave: |
FBN; Fixação; Fixacao biologica de nitrogenio; N; NBF; Nitrogen fixing bacteria; Nível; P. |
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Thesagro: |
Adubação; Feijão; Fertilizante; Fósforo; Micorriza; Nitrogênio; Nutriente; Phaseolus Vulgaris. |
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Thesaurus NAL: |
kidney beans; nitrogen; phosphorus. |
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Categoria do assunto: |
--
F Plantas e Produtos de Origem Vegetal |
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Marc: |
LEADER 02465nam a2200361 a 4500
001 1191379
005 2024-04-18
008 1987 bl uuuu m 00u1 u #d
100 1 $aPEREIRA, P. A. A.
245 $aImprovement of N2 fixation in common bean (Phaseolus vulgaris L.) at different levels of available phosphorus.
260 $aMadison: University of Wisconsin$c1987
300 $a151 p.
500 $aTese Doutorado.
520 $aPhosphorus is one among several factors which affects N2 fixation, and besides N, a principal yield-limiting nutrient in many regions of the world. Since the host plant is an essential partner in symbiosis, knowledge of host genotypic variability for N2 fixation at different levels of P availability will be useful when breeding cultivars for enhanced N2 fixation. The objective of this study was to investigate the possibility of obtaining common bean (Phaseolus vulgaris L.) lines which can fix large amounts of N2 under different levels of available phosphorus. Experiments were conducted in a growth room using a sand-alumina system which was reproducible and well suited for studying N2 fixation under different levels of available P and in the field where a low-Nsoil was chosen. In the growth room studies, P availability strongly affected plant growth and traits related to N2 fixation. However, no beneficial response was detected on the growth of the 14 common bean lines with addition of mycorrhiza. Competition for P between nodules and pods was observed at latter stages of growth, although other factors also contributed to a decline in nitrogenase activity and reduced nodule dry weight during the reproductive stage. Nodules were the plant part richest in phosphorus, and nodule dry weight was affected more than nodule number by limiting P supply, perhaps indicating that growth of the nodules was the primary factor limiting N2 fixation at low P levels. Generally no significant interaction was detected for P levels.....
650 $akidney beans
650 $anitrogen
650 $aphosphorus
650 $aAdubação
650 $aFeijão
650 $aFertilizante
650 $aFósforo
650 $aMicorriza
650 $aNitrogênio
650 $aNutriente
650 $aPhaseolus Vulgaris
653 $aFBN
653 $aFixação
653 $aFixacao biologica de nitrogenio
653 $aN
653 $aNBF
653 $aNitrogen fixing bacteria
653 $aNível
653 $aP
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