Research Article

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08/17/2017
Adaptation, Physiological; Crop Production; Gene-Environment Interaction; Microsatellite Repeats; Models, Genetic; Soybeans

Genotypes x environment (G x E) interaction consists of different behavior of genotypes cultivated in different environments. This interaction occurs due to the performance variation of each genotype in different environments. To reduce the effect of the interaction in soybean crops, some studies have been reported in the literature to study their adaptability and stability. However, these ... more

I.O. Soares; A.T. Bruzi; E.V. Zambiazzi; S.R. Guilherme; M.C. Bianchi; K.B. Silva; V. Fronza; C.M. Teixeira
08/17/2017
Adaptation, Physiological; Crop Production; Gene-Environment Interaction; Microsatellite Repeats; Models, Genetic; Soybeans

Genotypes x environment (G x E) interaction consists of different behavior of genotypes cultivated in different environments. This interaction occurs due to the performance variation of each genotype in different environments. To reduce the effect of the interaction in soybean crops, some studies have been reported in the literature to study their adaptability and stability. However, these ... more

I.O. Soares; A.T. Bruzi; E.V. Zambiazzi; S.R. Guilherme; M.C. Bianchi; K.B. Silva; V. Fronza; C.M. Teixeira
08/17/2017
Adaptation, Physiological; Crop Production; Gene-Environment Interaction; Microsatellite Repeats; Models, Genetic; Soybeans

Genotypes x environment (G x E) interaction consists of different behavior of genotypes cultivated in different environments. This interaction occurs due to the performance variation of each genotype in different environments. To reduce the effect of the interaction in soybean crops, some studies have been reported in the literature to study their adaptability and stability. However, these ... more

I.O. Soares; A.T. Bruzi; E.V. Zambiazzi; S.R. Guilherme; M.C. Bianchi; K.B. Silva; V. Fronza; C.M. Teixeira
08/17/2017
Edible Grain; Genotype; Inbreeding; Models, Genetic; Plant breeding; Quantitative Trait, Heritable; Selection, Genetic; Selective breeding; Vigna

The aim of this study was to estimate the genotypic gain with simultaneous selection of production, nutrition, and culinary traits in cowpea crosses and backcrosses and to compare different selection indexes. Eleven cowpea populations were evaluated in a randomized complete block design with four replications. Fourteen traits were evaluated, and the following parameters were estimated: ... more

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Selection indices commonly utilize economic weights, which become arbitrary genetic gains. In popcorn, this is even more evident due to the negative correlation between the main characteristics of economic importance - grain yield and popping expansion. As an option in the use of classical biometrics as a selection index, the optimal procedure restricted maximum likelihood/best linear unbiased ... more

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Gene-Environment Interaction; Genetic variation; genomic instability; Hypocotyl; Models, Genetic; Plant breeding; Plant Leaves; Quantitative Trait, Heritable; Selective breeding; Soybeans

In order to obtain the certificate of cultivar protection, it is necessary to prove its distinctiveness, homogeneity, and stability. Currently, there are 37 descriptors for differentiating soybeans cultivars. However, they are still not enough and, as a result, it is necessary to create, identify, and evaluate new descriptors. This study was aimed at evaluating the genotypic and environment ... more

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Cotton Fiber; Genotype; Gossypium; Models, Genetic; Neural Networks, Computer; Plant breeding; Quantitative Trait, Heritable; Selection, Genetic; Selective breeding

Breeding programs currently use statistical analysis to assist in the identification of superior genotypes at various stages of a cultivar's development. Differently from these analyses, the computational intelligence approach has been little explored in genetic improvement of cotton. Thus, this study was carried out with the objective of presenting the use of artificial neural networks as ... more

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Estimating genotype x environment (GxE) parameters for quality and yield in soybean seed grown in different environments in Minas Gerais State was the goal of this study, as well as to evaluate interaction effects of GxE for soybean seeds yield and quality. Seeds were produced in three locations in Minas Gerais State (Lavras, Inconfidentes, and Patos de Minas) in 2013/14 and 2014/15 seasons. ... more

E.V. Zambiazzi; A.T. Bruzi; S.R. Guilherme; D.R. Pereira; J.G. Lima; A.M. Zuffo; F.O. Ribeiro; A.E.S. Mendes; S.H.M. Godinho; M.L.M. Carvalho
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Elephant grass is a perennial tropical grass with great potential for energy generation from biomass. The objective of this study was to estimate the genetic diversity among elephant grass accessions based on morpho-agronomic and biomass quality traits and to identify promising genotypes for obtaining hybrids with high energetic biomass production capacity. The experiment was installed at ... more

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