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41. | | SILVA, M. M.; CRIZEL, G. R.; FLORES CANTILLANO, R. F. O efeito do uso de tratamentos coadjuvantes na qualidade pós-colheita em laranjas cv. valência em diferentes períodos de armazenamento. In: CONGRESO ARGENTINO DE CIENCIA Y TECNOLOGÍA DE ALIMENTOS (CYTAL), 13.; SIMPOSIO INTERNACIONAL DE NUEVAS TECNOLOGÍAS, 4.; SIMPOSIO LATINOAMERICANO SOBRE HIGIENE Y CALIDAD DE ALIMENTOS, 2.; SIMPOSIO SOBRE NORMATIVA ALIMENTARIA, 1., 2011, Buenos Aires. Ciência e tecnología de alimentos: anais. Buenos Aires: UCA, 2011. 1 CD-ROM. Biblioteca(s): Embrapa Clima Temperado. |
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47. | | FLORES CANTILLANO, R. F.; ALMEIDA, G. B. de. Manejo e logística na colheita e pós-colheita na produção integrada de frutas no Brasil. In: ZAMBOLIM, L.; NASSER, L. C. B.; ANDRIGUETO, J. R.; TEIXEIRA, J. M.; FACHINELLO, J. C. (Org.). Produção integrada no Brasil. Brasília, DF: CNPq; Viçosa, MG: Universidade Federal de Viçosa, 2008. p. 1-34 Trabalho apresentado também no SEMINÁRIO BRASILEIRO DE PRODUÇÃO INTEGRADA DE FRUTAS. 10.; SEMINÁRIO BRASILEIRO SOBRE SISTEMA AGROPECUÁRIO DE PRODUÇÃO INTEGRADA, 2., 2008, Ouro Preto. Certificação e rastreabilidade: base de... Biblioteca(s): Embrapa Clima Temperado. |
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60. | | SEIFERT, M.; RIBEIRO, J. A.; FLORES CANTILLANO, R. F.; NORA, L. Avaliação da cor em maçã (Malus domestica Borkh.) CV. fuji, minimamente processada, tratada com diferentes coberturas comestíveis. In: SIMPOSIO DE ALIMENTOS, 9., 2015, Passo Fundo. A indústria de alimentos e a saúde do consumidor: [anais]. Passo Fundo: UPF, 2015. Tecnologia de alimentos, trabalho T47. 6 p. Biblioteca(s): Embrapa Clima Temperado. |
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Registro Completo
Biblioteca(s): |
Embrapa Pecuária Sul. |
Data corrente: |
19/04/2018 |
Data da última atualização: |
14/05/2018 |
Tipo da produção científica: |
Artigo em Periódico Indexado |
Circulação/Nível: |
A - 1 |
Autoria: |
SHIOTSUKI, L.; CARDOSO, F. F.; ALBUQUERQUE, L. G. |
Afiliação: |
LUCIANA SHIOTSUKI, CNPASA; FERNANDO FLORES CARDOSO, CPPSUL; L. G. ALBUQUERQUE, UNESP, Jaboticabal-SP. |
Título: |
Method for the estimation of genetic merit of animals with uncertain paternity under Bayesian inference. |
Ano de publicação: |
2018 |
Fonte/Imprenta: |
Journal of Animal Breeding and Genetics, v. 135, n. 2, p. 116-123, 2018. |
DOI: |
10.1111/jbg.12322 |
Idioma: |
Inglês |
Conteúdo: |
The use of controlled mating or artificial insemination is impracticable in the case of large herds, mainly because of labour costs and the need to delimit areas during the breeding period. However, the exclusion of information from animals with uncertain paternity reduces genetic progress. The objectives of this study were as follows: (i) propose an iterative empirical Bayesian procedure to implement the hierarchical animal model (ITER); (ii) calculate the posterior probabilities of paternity by the maximum likelihood method following the concepts; (iii) compare an average numerator relationship matrix (ANRM), Bayesian hierarchical (HIER) models and ITER. Records of Nellore animals born between 1984 and 2006 from the zootechnical archive of Agropecuaria Jacarezinho Ltda were used. For data consistency, records of contemporary groups (CGs) with fewer than three animals and animals whose records were 3.5 standard deviations above or below the mean of their CG were eliminated. After editing the data, 62,212 animals in the file and 12,876 animals in pedigree file were maintained, respectively. Spearman and Pearson correlations between the posterior mean of the genetic effects of animals were calculated to compare the ranking of animals for selection. Simulated data were used to confirm the veracity of the model. The correlations between ITER and HIER and between ITER and ANRM were similar evaluating different files, which decreased at the same proportion when only high-ranked animals were evaluated. In conclusion, the model proposed herein is a suitable computational alternative to improve the prediction of breeding values of animals in genetic evaluations using large databases, including animals with uncertain paternity. MenosThe use of controlled mating or artificial insemination is impracticable in the case of large herds, mainly because of labour costs and the need to delimit areas during the breeding period. However, the exclusion of information from animals with uncertain paternity reduces genetic progress. The objectives of this study were as follows: (i) propose an iterative empirical Bayesian procedure to implement the hierarchical animal model (ITER); (ii) calculate the posterior probabilities of paternity by the maximum likelihood method following the concepts; (iii) compare an average numerator relationship matrix (ANRM), Bayesian hierarchical (HIER) models and ITER. Records of Nellore animals born between 1984 and 2006 from the zootechnical archive of Agropecuaria Jacarezinho Ltda were used. For data consistency, records of contemporary groups (CGs) with fewer than three animals and animals whose records were 3.5 standard deviations above or below the mean of their CG were eliminated. After editing the data, 62,212 animals in the file and 12,876 animals in pedigree file were maintained, respectively. Spearman and Pearson correlations between the posterior mean of the genetic effects of animals were calculated to compare the ranking of animals for selection. Simulated data were used to confirm the veracity of the model. The correlations between ITER and HIER and between ITER and ANRM were similar evaluating different files, which decreased at the same proportion when only high-ranked a... Mostrar Tudo |
Palavras-Chave: |
Mérito genético; Multiple-sire mating; Uncertain paternity. |
Thesagro: |
Animal. |
Thesaurus NAL: |
Animals; Bayesian theory; Genetic merit; Uncertainty. |
Categoria do assunto: |
L Ciência Animal e Produtos de Origem Animal |
Marc: |
LEADER 02520naa a2200253 a 4500 001 2090740 005 2018-05-14 008 2018 bl --- 0-- u #d 024 7 $a10.1111/jbg.12322$2DOI 100 1 $aSHIOTSUKI, L. 245 $aMethod for the estimation of genetic merit of animals with uncertain paternity under Bayesian inference.$h[electronic resource] 260 $c2018 520 $aThe use of controlled mating or artificial insemination is impracticable in the case of large herds, mainly because of labour costs and the need to delimit areas during the breeding period. However, the exclusion of information from animals with uncertain paternity reduces genetic progress. The objectives of this study were as follows: (i) propose an iterative empirical Bayesian procedure to implement the hierarchical animal model (ITER); (ii) calculate the posterior probabilities of paternity by the maximum likelihood method following the concepts; (iii) compare an average numerator relationship matrix (ANRM), Bayesian hierarchical (HIER) models and ITER. Records of Nellore animals born between 1984 and 2006 from the zootechnical archive of Agropecuaria Jacarezinho Ltda were used. For data consistency, records of contemporary groups (CGs) with fewer than three animals and animals whose records were 3.5 standard deviations above or below the mean of their CG were eliminated. After editing the data, 62,212 animals in the file and 12,876 animals in pedigree file were maintained, respectively. Spearman and Pearson correlations between the posterior mean of the genetic effects of animals were calculated to compare the ranking of animals for selection. Simulated data were used to confirm the veracity of the model. The correlations between ITER and HIER and between ITER and ANRM were similar evaluating different files, which decreased at the same proportion when only high-ranked animals were evaluated. In conclusion, the model proposed herein is a suitable computational alternative to improve the prediction of breeding values of animals in genetic evaluations using large databases, including animals with uncertain paternity. 650 $aAnimals 650 $aBayesian theory 650 $aGenetic merit 650 $aUncertainty 650 $aAnimal 653 $aMérito genético 653 $aMultiple-sire mating 653 $aUncertain paternity 700 1 $aCARDOSO, F. F. 700 1 $aALBUQUERQUE, L. G. 773 $tJournal of Animal Breeding and Genetics$gv. 135, n. 2, p. 116-123, 2018.
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