Articles with "prediction accuracies" as a keyword



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Genome-based prediction of agronomic traits in spring wheat under conventional and organic management systems

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Published in 2021 at "Theoretical and Applied Genetics"

DOI: 10.1007/s00122-021-03982-0

Abstract: Key message Using phenotype data of three spring wheat populations evaluated at 6–15 environments under two management systems, we found moderate to very high prediction accuracies across seven traits. The phenotype data collected under an… read more here.

Keywords: management systems; prediction; prediction accuracies; spring wheat ... See more keywords
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Genomic and pedigree‐based predictive ability for quality traits in tea (Camellia sinensis (L.) O. Kuntze)

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Published in 2021 at "Euphytica"

DOI: 10.1007/s10681-021-02774-3

Abstract: Genetic improvement of quality traits in tea (Camellia sinensis (L.) O. Kuntze) through conventional breeding methods has been limited, because tea quality is a difficult and expensive trait to measure. Genomic selection (GS) is suitable… read more here.

Keywords: quality traits; prediction; traits tea; tea camellia ... See more keywords
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Do stronger measures of genomic connectedness enhance prediction accuracies across management units?1

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Published in 2018 at "Journal of Animal Science"

DOI: 10.1093/jas/sky316

Abstract: Abstract Genetic connectedness assesses the extent to which estimated breeding values can be fairly compared across management units. Ranking of individuals across units based on best linear unbiased prediction (BLUP) is reliable when there is… read more here.

Keywords: connectedness; prediction accuracies; management units; across management ... See more keywords
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Genomic Prediction for 25 Agronomic and Quality Traits in Alfalfa (Medicago sativa)

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Published in 2018 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2018.01220

Abstract: Agronomic and quality traits in alfalfa are very important to forage industry. Genomic prediction (GP) based on genotyping-by-sequencing (GBS) data could shorten the breeding cycles and accelerate the genetic gains of these complex traits, if… read more here.

Keywords: quality traits; prediction accuracies; agronomic quality; prediction ... See more keywords
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Genomic prediction with haplotype blocks in wheat

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Published in 2023 at "Frontiers in Plant Science"

DOI: 10.3389/fpls.2023.1168547

Abstract: Haplotype blocks might carry additional information compared to single SNPs and have therefore been suggested for use as independent variables in genomic prediction. Studies in different species resulted in more accurate predictions than with single… read more here.

Keywords: genomic prediction; haplotype blocks; prediction; prediction accuracies ... See more keywords
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Prediction Accuracies of Genomic Selection for Nine Commercially Important Traits in the Portuguese Oyster (Crassostrea angulata) Using DArT-Seq Technology

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Published in 2021 at "Genes"

DOI: 10.3390/genes12020210

Abstract: Genomic selection has been widely used in terrestrial animals but has had limited application in aquaculture due to relatively high genotyping costs. Genomic information has an important role in improving the prediction accuracy of breeding… read more here.

Keywords: prediction accuracies; portuguese oyster; genomic selection; traits portuguese ... See more keywords