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Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials.

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第一作者： Jaime,Cuevas

第一单位： Universidad de Quintana Roo, Chetumal, Quintana Roo, 77019 México.

作者： Jaime,Cuevas ^[1] ; Osval,Montesinos-López ^[2] ; Philomin,Juliana ^[3] ; Carlos,Guzmán ^[3] ; Paulino,Pérez-Rodríguez ^[4] ; José,González-Bucio ^[1] ; Juan,Burgueño ^[3] ; Abelardo,Montesinos-López ^[5] ; José,Crossa ^[6]

作者单位： Universidad de Quintana Roo, Chetumal, Quintana Roo, 77019 México. ^[1] Facultad de Telemática, Universidad de Colima, C. P. 28040, Edo. de Colima, México. ^[2] International Maize and Wheat Improvement Center (CIMMYT), Carretera Mexico- Veracruz Km. 45, El Batán, 56237, Texcoco, Edo. de Mexico, Mexico. ^[3] Colegio de Postgraduados, Montecillos 56230, Edo. de Mexico, Mexico, and. ^[4] Departamento de Matemáticas, Centro Universitario de Ciencias Exactas e Ingenierías, (CUCEI), Universidad de Guadalajara, Guadalajara, Jalisco, 44430. ^[5] International Maize and Wheat Improvement Center (CIMMYT), Carretera Mexico- Veracruz Km. 45, El Batán, 56237, Texcoco, Edo. de Mexico, Mexico j.crossa@cgiar.org. ^[6]

关键词 GenPred Genomic Best Unbiased Predictor (GBLUP, GB linear and non-linear kernel methods)Genomic Prediction Genomic based prediction Shared Data Resources deep learning genomic × environment interaction model near infrared (NIR) high-throughput phenotype single-environment model

医学主题词数据库, 遗传学(Databases, Genetic);基因组学(Genomics);模型, 遗传学(Models, Genetic);表型(Phenotype);分光光度法(Spectrophotometry);小麦属(Triticum);玉米(Zea mays)

DOI 10.1534/g3.119.400493

PMID 31289023

发布时间 2023-10-13

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