Enhancing Hybrid Prediction in Pearl Millet Using Genomic and/or Multi-Environment Phenotypic Information of Inbreds

by Diego Jarquin, Reka Howard, Zhikai Liang, Shashi K. Gupta, James C. Schnable, Jose Crossa
Published 2020-01-01

Target Population of Environments for Wheat Breeding in India: Definition, Prediction and Genetic Gains

by Leonardo Abdiel Crespo-Herrera, Jose Crossa, Jose Crossa, Julio Huerta-Espino, Suchismita Mondal, Govindan Velu, Philomin Juliana, Mateo Vargas, Paulino Pérez-Rodríguez, Arun Kumar Joshi, Hans Joachim Braun, Ravi Prakash Singh
Published 2021-05-01

Applications of Machine Learning Methods to Genomic Selection in Breeding Wheat for Rust Resistance

by Juan Manuel González-Camacho, Leonardo Ornella, Paulino Pérez-Rodríguez, Daniel Gianola, Susanne Dreisigacker, José Crossa
Published 2018-07-01

Opportunities and Challenges of Predictive Approaches for Harnessing the Potential of Genetic Resources

by Johannes W. R. Martini, Terence L. Molnar, José Crossa, Sarah J. Hearne, Kevin V. Pixley
Published 2021-07-01

Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture

by Abelardo Montesinos-López, Osval A. Montesinos-López, Daniel Gianola, José Crossa, Carlos M. Hernández-Suárez
Published 2018-12-01

Multitrait, Random Regression, or Simple Repeatability Model in High-Throughput Phenotyping Data Improve Genomic Prediction for Wheat Grain Yield

by Jin Sun, Jessica E. Rutkoski, Jesse A. Poland, José Crossa, Jean-Luc Jannink, Mark E. Sorrells
Published 2017-07-01

Multi-trait and multi-environment QTL analyses for resistance to wheat diseases.

by Sukhwinder-Singh, Mateo V Hernandez, Jose Crossa, Pawan K Singh, Navtej S Bains, Kuldeep Singh, Indu Sharma
Published 2012-01-01

Optimizing Genomic-Enabled Prediction in Small-Scale Maize Hybrid Breeding Programs: A Roadmap Review

by Roberto Fritsche-Neto, Giovanni Galli, Karina Lima Reis Borges, Germano Costa-Neto, Filipe Couto Alves, Felipe Sabadin, Danilo Hottis Lyra, Pedro Patric Pinho Morais, Luciano Rogério Braatz de Andrade, Italo Granato, Jose Crossa, Jose Crossa
Published 2021-07-01

A Bayesian Genomic Regression Model with Skew Normal Random Errors

by Paulino Pérez-Rodríguez, Rocío Acosta-Pech, Sergio Pérez-Elizalde, Ciro Velasco Cruz, Javier Suárez Espinosa, José Crossa
Published 2018-05-01

An R Package for Multitrait and Multienvironment Data with the Item-Based Collaborative Filtering Algorithm

by Osval A. Montesinos-López, Francisco Javier Luna-Vázquez, Abelardo Montesinos-López, Philomin Juliana, Ravi Singh, José Crossa
Published 2018-11-01

Multi-Trait, Multi-Environment Genomic Prediction of Durum Wheat With Genomic Best Linear Unbiased Predictor and Deep Learning Methods

by Osval A. Montesinos-López, Abelardo Montesinos-López, Roberto Tuberosa, Marco Maccaferri, Giuseppe Sciara, Karim Ammar, José Crossa
Published 2019-11-01

Canopy Temperature and Vegetation Indices from High-Throughput Phenotyping Improve Accuracy of Pedigree and Genomic Selection for Grain Yield in Wheat

by Jessica Rutkoski, Jesse Poland, Suchismita Mondal, Enrique Autrique, Lorena González Pérez, José Crossa, Matthew Reynolds, Ravi Singh
Published 2016-09-01

BGGE: A New Package for Genomic-Enabled Prediction Incorporating Genotype × Environment Interaction Models

by Italo Granato, Jaime Cuevas, Francisco Luna-Vázquez, Jose Crossa, Osval Montesinos-López, Juan Burgueño, Roberto Fritsche-Neto
Published 2018-09-01

Bayesian Genomic Prediction with Genotype × Environment Interaction Kernel Models

by Jaime Cuevas, José Crossa, Osval A. Montesinos-López, Juan Burgueño, Paulino Pérez-Rodríguez, Gustavo de los Campos
Published 2017-01-01

Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits

by Osval A. Montesinos-López, Abelardo Montesinos-López, José Crossa, Daniel Gianola, Carlos M. Hernández-Suárez, Javier Martín-Vallejo
Published 2018-12-01

Drought and Heat Stress Impacts on Phenolic Acids Accumulation in Durum Wheat Cultivars

by Barbara Laddomada, Antonio Blanco, Giovanni Mita, Leone D’Amico, Ravi P. Singh, Karim Ammar, Jose Crossa, Carlos Guzmán
Published 2021-09-01

A Bayesian Decision Theory Approach for Genomic Selection

by Bartolo de Jesús Villar-Hernández, Sergio Pérez-Elizalde, José Crossa, Paulino Pérez-Rodríguez, Fernando H. Toledo, Juan Burgueño
Published 2018-09-01

Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture

by Abelardo Montesinos-López, Osval A. Montesinos-López, Gustavo de los Campos, José Crossa, Juan Burgueño, Francisco Javier Luna-Vazquez
Published 2018-06-01

Increasing Genomic-Enabled Prediction Accuracy by Modeling Genotype × Environment Interactions in Kansas Wheat

by Diego Jarquín, Cristiano Lemes da Silva, R. Chris Gaynor, Jesse Poland, Allan Fritz, Reka Howard, Sarah Battenfield, Jose Crossa
Published 2017-07-01

Application of Genomic Selection at the Early Stage of Breeding Pipeline in Tropical Maize

by Yoseph Beyene, Manje Gowda, Paulino Pérez-Rodríguez, Michael Olsen, Kelly R. Robbins, Juan Burgueño, Boddupalli M. Prasanna, Jose Crossa
Published 2021-06-01