Potential of dry matter yield from alfalfa germplasm in composing base populations

Abstract: The aim of this study was to obtain estimates of genetic parameters via meta-analysis and mixed models to evaluate the potential of the germplasm from Embrapa Pecuaria Sudeste for integration in breeding programs. Data on the dry matter yield of 77 accessions evaluated in 24 harvests were used. Descriptive analysis was performed for mixed model and meta-analytical estimates. The variances for each parameter were estimated. For the meta-analysis, variances were used as weighting measures, and the fixed and random models were tested. A diagonal structure was considered for the residual variance matrix. Mean dry matter yield ranged from 1019.5 to 2684 kg ha-1. The phenotypic, permanent environmental, and genotypic variances oscillated widely throughout the harvests, as well as heritability. Meta-analytical estimates proved to be an accurate and complementary approach to the mixed model analysis. Both mixed model and meta-analytical estimates indicated the breeding potential of the alfalfa germplasm.

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Main Authors: Costa,Weverton Gomes da, Santos,Iara Gonçalves dos, Silva Júnior,Antônio Carlos da, Cruz,Cosme Damião, Nascimento,Moysés, Ferreira,Reinaldo de Paula, Vilela,Duarte
Format: Digital revista
Language:English
Published: Crop Breeding and Applied Biotechnology 2021
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-70332021000300201
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spelling oai:scielo:S1984-703320210003002012021-10-18Potential of dry matter yield from alfalfa germplasm in composing base populationsCosta,Weverton Gomes daSantos,Iara Gonçalves dosSilva Júnior,Antônio Carlos daCruz,Cosme DamiãoNascimento,MoysésFerreira,Reinaldo de PaulaVilela,Duarte Medicago sativa L. mixed models meta-analysis genetic estimates longitudinal data. Abstract: The aim of this study was to obtain estimates of genetic parameters via meta-analysis and mixed models to evaluate the potential of the germplasm from Embrapa Pecuaria Sudeste for integration in breeding programs. Data on the dry matter yield of 77 accessions evaluated in 24 harvests were used. Descriptive analysis was performed for mixed model and meta-analytical estimates. The variances for each parameter were estimated. For the meta-analysis, variances were used as weighting measures, and the fixed and random models were tested. A diagonal structure was considered for the residual variance matrix. Mean dry matter yield ranged from 1019.5 to 2684 kg ha-1. The phenotypic, permanent environmental, and genotypic variances oscillated widely throughout the harvests, as well as heritability. Meta-analytical estimates proved to be an accurate and complementary approach to the mixed model analysis. Both mixed model and meta-analytical estimates indicated the breeding potential of the alfalfa germplasm.info:eu-repo/semantics/openAccessCrop Breeding and Applied BiotechnologyCrop Breeding and Applied Biotechnology v.21 n.3 20212021-01-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-70332021000300201en10.1590/1984-70332021v21n3a41
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country Brasil
countrycode BR
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databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author Costa,Weverton Gomes da
Santos,Iara Gonçalves dos
Silva Júnior,Antônio Carlos da
Cruz,Cosme Damião
Nascimento,Moysés
Ferreira,Reinaldo de Paula
Vilela,Duarte
spellingShingle Costa,Weverton Gomes da
Santos,Iara Gonçalves dos
Silva Júnior,Antônio Carlos da
Cruz,Cosme Damião
Nascimento,Moysés
Ferreira,Reinaldo de Paula
Vilela,Duarte
Potential of dry matter yield from alfalfa germplasm in composing base populations
author_facet Costa,Weverton Gomes da
Santos,Iara Gonçalves dos
Silva Júnior,Antônio Carlos da
Cruz,Cosme Damião
Nascimento,Moysés
Ferreira,Reinaldo de Paula
Vilela,Duarte
author_sort Costa,Weverton Gomes da
title Potential of dry matter yield from alfalfa germplasm in composing base populations
title_short Potential of dry matter yield from alfalfa germplasm in composing base populations
title_full Potential of dry matter yield from alfalfa germplasm in composing base populations
title_fullStr Potential of dry matter yield from alfalfa germplasm in composing base populations
title_full_unstemmed Potential of dry matter yield from alfalfa germplasm in composing base populations
title_sort potential of dry matter yield from alfalfa germplasm in composing base populations
description Abstract: The aim of this study was to obtain estimates of genetic parameters via meta-analysis and mixed models to evaluate the potential of the germplasm from Embrapa Pecuaria Sudeste for integration in breeding programs. Data on the dry matter yield of 77 accessions evaluated in 24 harvests were used. Descriptive analysis was performed for mixed model and meta-analytical estimates. The variances for each parameter were estimated. For the meta-analysis, variances were used as weighting measures, and the fixed and random models were tested. A diagonal structure was considered for the residual variance matrix. Mean dry matter yield ranged from 1019.5 to 2684 kg ha-1. The phenotypic, permanent environmental, and genotypic variances oscillated widely throughout the harvests, as well as heritability. Meta-analytical estimates proved to be an accurate and complementary approach to the mixed model analysis. Both mixed model and meta-analytical estimates indicated the breeding potential of the alfalfa germplasm.
publisher Crop Breeding and Applied Biotechnology
publishDate 2021
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1984-70332021000300201
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