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1 to 4 of 4 Results
Dataset / Software
Jul 20, 2016 - CIMMYT Research Data
Montesinos-López, Osval Antonio; Montesinos-López, Abelardo; Crossa, José; Campos, Gustavo de los; Alvarado, Gregorio; Mondal, Suchismita; Rutkoski, Jessica; Pérez-González, Lorena; Burgueño, Juan, 2016, "Prediction models for canopy hyperspectral reflectance in wheat breeding data", hdl:11529/10693, CIMMYT Research Data & Software Repository Network, V1
Vegetation indices (VI) generated by using some bands from hyperspectral cameras are used as predictors of primary traits. This study proposes models that use all available bands as predictors of primary traits. The proposed models were ordinal least square (OLS), Bayes B, princi...
Dataset / Software
Sep 12, 2016 - CIMMYT Research Data
Cuevas, Jaime; Crossa, José; Montesinos-López, Osval Antonio; Burgueño, Juan; Pérez-Rodríguez, Paulino; Campos, Gustavo de los, 2016, "Bayesian genomic prediction with genotype × environment interaction kernel models", hdl:11529/10710, CIMMYT Research Data & Software Repository Network, V1
The phenomenon of genotype × environment (G×E) interaction in plant breeding decreases selection accuracy, thereby negatively affecting genetic gains. Several genomic prediction models incorporating G×E have been recently developed and used in genomic selection of plant breeding...
Dataset / Software
Nov 3, 2016 - CIMMYT Research Software
Montesinos-López, Osval Antonio; Montesinos-López, Abelardo; Crossa, José; Toledo, Fernando; Pérez-Hernández, Óscar; Eskridge, Kent M.; Rutkoski, Jessica, 2016, "A Genomic Bayesian Multi-trait and Multi-environment Model", hdl:11529/10646, CIMMYT Research Data & Software Repository Network, V4
When plant scientists record information on multiple genotypes evaluated in multiple environments, a multi-environment single trait for assessing genotype × environment interaction (G×E) model is usually employed. Comprehensive models that simultaneously take into account the cor...
Dataset / Software
Nov 11, 2016 - CIMMYT Research Data
Sukumaran, Sivakumar; Crossa, José; Jarquín, Diego; Lopes, Marta; Reynolds, Matthew P., 2016, "Genomic and pedigree prediction with genotype × environment interaction in spring wheat grown in South and Western Asia, North Africa, and Mexico", hdl:11529/10714, CIMMYT Research Data & Software Repository Network, V2
Increases in genetic gains in grain yield can be accelerated through genomic selection (GS). In the present study seven genomic prediction models under two cross validation scenarios were evaluated on the Wheat Association Mapping Initiative population of 287 advanced elite lines...
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