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Application of multivariate techniques in the evaluation of pure lines of beans Ciência Rural
Schmit,Rodolfo; Melo,Rita Carolina de; Pereira,Thayse Cristine Vieira; Beck,Mattheus; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles.
ABSTRACT: The objective of this study was to apply multivariate techniques, canonical discriminant analysis, and multivariate contrasts, indicating the most favorable inferences in the evaluation of pure lines of beans. The study was conducted at the experimental field of the Institute for Breeding and Molecular Genetics, in Lages, SC, Brazil. The experiment was composed of 24 pure lines of beans from the Santa Catarina test of cultivars. Plant height, numbers of pods and grains per plant, and stem diameter were the variables measured. The complete randomized block design was used with four replications. The data were subjected to multivariate analysis of variance, canonical discriminant analysis, multivariate contrasts and univariate contrasts. The first...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Phaseolus vulgaris L; Multivariate analysis of variance; Multivariate contrasts; Canonical discriminant analysis.
Ano: 2016 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782016000901535
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Combining ability between common bean gene groups for root distribution trait Ciência e Agrotecnologia
Cerutti,Paulo Henrique; Grigolo,Sibila; Melo,Rita Carolina de; Fioreze,Ana Carolina da Costa Lara; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles.
ABSTRACT When different gene groups are combined by hybridization, the expression of predominant genes for a trait must be known. This understanding is fundamental to the decisions made by breeders in the stages of cultivation and selection of segregating populations during the breeding program. Thus, the objective of this study was to determine the effects of combining ability and gene action for the root distribution traits of the Andean and Mesoamerican common bean gene groups. Six common bean parents from the Andean and Mesoamerican groups were hybridized in a complete diallel mating scheme, resulting in 30 F1 hybrids. The parents and hybrids were planted in the field in a simple lattice design. The target trait was root distribution, calculated as the...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Gene action; Andean and mesoamerican gene pool; Diallel analysis..
Ano: 2020 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1413-70542020000100226
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Contribuição da heterogeneidade de linhas de regressão para a recomendação de novas cultivares PAB
Schmit,Rodolfo; Trevisani,Nicole; Melo,Rita Carolina de; Veiga,Alessandra; Beck,Mattheus; Coimbra,Jefferson Luís Meirelles; Guidolin,Altamir Frederico.
O objetivo deste trabalho foi evidenciar a contribuição da análise da heterogeneidade das linhas de regressão para a recomendação de novas cultivares, pela metodologia de Eberhart & Russell. Um experimento com dez genótipos de arroz, avaliados em oito ambientes, foi utilizado para ilustração da metodologia. Utilizou-se o delineamento de blocos ao acaso com três repetições. A soma dos quadrados da interação genótipo x ambiente (GxA) foi decomposta para avaliação da heterogeneidade das linhas de regressão e dos desvios acumulados da linearidade. A heterogeneidade das linhas de regressão foi analisada com o uso do teste t sobre os coeficientes de regressão linear dos genótipos. Os dois componentes ortogonais da interação GxA foram significativos. A...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Adaptabilidade e estabilidade fenotípica Eberhart & Russell interação genótipo x ambiente produtividade de grãos.
Ano: 2015 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-204X2015000600475
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Heterozygosity level and its relationship with genetic variability mechanisms in beans Rev. Ciênc. Agron.
Melo,Rita Carolina de; Trevisani,Nicole; Pereira,Thayse Cristine Vieira; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles.
ABSTRACT Heterozygosity is an extremely important resource in early breeding programs using autogamous plants because it is usually associated with the presence of genetic variability. Induced mutation and artificial hybridization can increase distinctly the proportion of loci in heterozygosis. This study aimed to compare segregating and mutant populations and relate the mechanisms used to generate variability with their respective heterozygosity levels tested. The treatments mutant populations (M2, M3, M4, M5, M6 and M7), segregating populations (F4, F5 and F6) and lines (BRS Pérola and IPR Uirapuru) were evaluated by multivariate analysis and compared by orthogonal contrasts. The canonical discriminant analysis revealed which response variables...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Phaseolus vulgaris; Multivariate analysis; Orthogonal contrasts; Multiple allelism; Selection intensity.
Ano: 2017 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1806-66902017000300480
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Mutation induction as a strategy to overcome the restricted genetic base in Physalis Rev. Bras. Frutic.
Trevisani,Nicole; Melo,Rita Carolina de; Bernardy,João Pedro Fossa; Pierre,Patrícia Maria Oliveira; Coimbra,Jefferson Luís Meirelles; Guidolin,Altamir Frederico.
Abstract The restricted genetic base in physalis in Southern Brazil is a challenge that requires genetic breeding for the achievement of fruits with superior agronomic quality. Therefore, genetic changes were induced in physalis for the selection of populations with superior fruit quality. To that end, seven populations of physalis were submitted to gamma irradiation (0,100 and 200 Grays – Gy), which provided 21 populations. Significant population difference was observed, which indicates the existence of variability between at least two populations of physalis. The contrasts showed difference for Colômbia01, Colômbia02, Caçador and CAV. The mutation induction was effective at causing genetic variations in these populations. For Colombia01 (100 Gy), it was...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Small fruit; Gamma radiation; Cobalt60; Selection.
Ano: 2018 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-29452018000300801
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Phenotypic correlation and direct and indirect effects of aerial part components with root distribution of common bean PAB
Velho,Luis Paulo Saraiva; Gemeli,Murielli Sabrina; Trevisani,Nicole; Pereira,Thayse Cristine Vieira; Cerutti,Paulo Henrique; Melo,Rita Carolina de; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles; Corrêa,Sabrina Cristina.
Abstract: The objective of this work was to estimate the phenotypic correlation and the direct and indirect effects of the aerial part components of common bean (Phaseolus vulgaris) that are associated with root distribution, in order to facilitate the indirect selection for this character. Sixteen genotypes were used, from which 12 are segregating populations in the F6 generation and four are fixed populations, which were conducted in field conditions in a randomized complete block design, with two replicates. The root system evaluation was performed according to Böhm’s method. Pearson’s phenotypic correlation was estimated by the path analysis. The characters stem diameter, leaf area index, first pod set, and root angle showed the highest positive...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Phaseolus vulgaris; Abiotic stress; Indirect selection; Path analysis..
Ano: 2017 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-204X2017000500328
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Predominant trait inheritance in wheat with multivariate approach Ciência Rural
Melo,Rita Carolina de; Toigo,Marcelo de Carli; Lannes,Sergio Dias; Trevisani,Nicole; Pereira,Thayse Cristine Vieira; Grigolo,Sibila; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles.
ABSTRACT: The objective of this study was to analize the inheritance of characters in wheat using multivariate analysis of variance. Sixteen genetic constitutions were evaluated between commercial cultivars and progenies F1 and F2. Treatments were arranged in completely randomized blocks, with three replicates. Five characters were evaluated. Multivariate analysis of variance and multivariate contrasts were then performed to test the hypotheses. The significant differences, obtained for comparison between parents and progenies F1, may be evidence of heterosis occurrence. However, only comparisons between progenies P1_P3 (F1) vs. P1_P3 (F2) and P4_P2 (F1) vs. P4_P2 (F2) showed significant differences. Multivariate analysis of variance revealed that...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Triticum aestivum; Multivariate contrasts; Additivity; Inbreeding.
Ano: 2017 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782017000700201
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Reflexo da interação genótipo x ambiente sobre o melhoramento genético de feijão Ciência Rural
Pereira,Thayse Cristine Vieira; Schmit,Rodolfo; Haveroth,Eduardo José; Melo,Rita Carolina de; Coimbra,Jefferson Luís Meirelles; Guidolin,Altamir Frederico; Backes,Rogério Luiz.
RESUMO: O objetivo foi avaliar os componentes da variância fenotípica e estimar a influência da interação genótipo*ambiente no rendimento de grãos em feijão. Os componentes da variância fenotípica foram estimados pelo método da máxima verossimilhança restrita e do melhor preditor linear não viesado (REML/BLUP), juntamente com o espaço de inferência específico. As avaliações foram realizadas nas safras agrícolas de 2006/07 a 2011/12 no município de Lages/SC. Durante o período, 104 genótipos foram avaliados. Os dados são desbalanceados, sendo que 13 genótipos permaneceram nos ensaios em todos os anos. Observando os resultados, foi possível visualizar que a grande variação (59,0%) no comportamento dos genótipos ao longo dos anos é atribuída principalmente à...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Efeito do ambiente; Melhoramento vegetal; Modelos lineares mistos; Phaseolus vulgaris L.; REML/BLUP.
Ano: 2016 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0103-84782016000300411
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Statistical model assumptions achieved by linear models: classics and generalized mixed Rev. Ciênc. Agron.
Melo,Rita Carolina de; Trevisani,Nicole; Santos,Marcio dos; Guidolin,Altamir Frederico; Coimbra,Jefferson Luís Meirelles.
ABSTRACT When an agricultural experiment is completed and the data about the response variable is available, it is necessary to perform an analysis of variance. However, the hypothesis testing of this analysis shows validity only if the assumptions of the statistical model are ensured. When such assumptions are violated, procedures must be applied to remedy the problem. The present study aimed to compare and investigate how the assumptions of the statistical model can be achieved by classical linear model and generalized linear mixed model, as well as their impact on the hypothesis test of the analysis of variance. The data used in this study was obtained from a genetic breeding program on the cooking time of segregating populations. The following...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Analysis of variance; Homogeneity of variance; Normality of errors; Crop breeding; Generalized linear mixed models.
Ano: 2020 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1806-66902020000100415
Registros recuperados: 9
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