Increased Prediction Accuracy Using Combined Genomic Information and Physiological Traits in A Soft Wheat Panel Evaluated in Multi-Environments

Estimation of vegetation indices for high-throughput phenotyping of wheat using aerial imaging

(2018) Zohaib Khan et al.   Plant Methods

Combining High-Throughput Phenotyping and Genomic Information to Increase Prediction and Selection Accuracy in Wheat Breeding

(2018) Jared Crain et al.   Plant Genome

Prediction and association mapping of agronomic traits in maize using multiple omic data

(2017) Y Xu et al.   HEREDITY

Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data

(2017) Osval A. Montesinos-López et al.   Plant Methods

Genomic Bayesian functional regression models with interactions for predicting wheat grain yield using hyper-spectral image data

(2017) Abelardo Montesinos-López et al.   Plant Methods

Single-Step Genomic and Pedigree Genotype × Environment Interaction Models for Predicting Wheat Lines in International Environments

(2017) Paulino Pérez-Rodríguez et al.   Plant Genome

Relationship between SPAD value and grain yield can be affected by cultivar, environment and soil nitrogen content in wheat

(2016) István Monostori et al.   EUPHYTICA

Data fusion of spectral, thermal and canopy height parameters for improved yield prediction of drought stressed spring barley

(2016) Pablo Rischbeck et al.   EUROPEAN JOURNAL OF AGRONOMY

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

(2016) Jessica Rutkoski et al.   G3-Genes Genomes Genetics

Genomic Selection for Processing and End-Use Quality Traits in the CIMMYT Spring Bread Wheat Breeding Program

(2016) Sarah D. Battenfield et al.   Plant Genome

A Direct Comparison of Remote Sensing Approaches for High-Throughput Phenotyping in Plant Breeding

(2016) Maria Tattaris et al.   Frontiers in Plant Science

LinkImpute: Fast and Accurate Genotype Imputation for Nonmodel Organisms

(2015) Daniel Money et al.   G3-Genes Genomes Genetics

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Genome-Wide Regression and Prediction with the BGLR Statistical Package

(2014) P. Perez et al.   GENETICS

A reaction norm model for genomic selection using high-dimensional genomic and environmental data

(2013) Diego Jarquín et al.   THEORETICAL AND APPLIED GENETICS

Field high-throughput phenotyping: the new crop breeding frontier

(2013) José Luis Araus et al.   TRENDS IN PLANT SCIENCE

Prediction of grain yield using reflectance spectra of canopy and leaves in maize plants grown under different water regimes

(2012) V.S. Weber et al.   FIELD CROPS RESEARCH

Stay-green in spring wheat can be determined by spectral reflectance measurements (normalized difference vegetation index) independently from phenology

(2012) Marta S. Lopes et al.   JOURNAL OF EXPERIMENTAL BOTANY

High-throughput Phenotyping and Genomic Selection: The Frontiers of Crop Breeding ConvergeF

(2012) Llorenç Cabrera-Bosquet et al.   Journal of Integrative Plant Biology

Development of High-Density Genetic Maps for Barley and Wheat Using a Novel Two-Enzyme Genotyping-by-Sequencing Approach

(2012) Jesse A. Poland et al.   PLoS One

Genomic Selection in Wheat Breeding using Genotyping-by-Sequencing

(2012) Jesse Poland et al.   Plant Genome

Genomic selection in plant breeding: from theory to practice

(2011) J.-L. Jannink et al.   Briefings in Functional Genomics

A Robust, Simple Genotyping-by-Sequencing (GBS) Approach for High Diversity Species

(2011) Robert J. Elshire et al.   PLoS One

Discriminant analysis of principal components: a new method for the analysis of genetically structured populations

(2010) Thibaut Jombart et al.   BMC GENETICS

Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods

(2010) GUSTAVO DE LOS CAMPOS et al.   Genetics Research

Accurate detection and genotyping of SNPs utilizing population sequencing data

(2010) V. Bansal et al.   GENOME RESEARCH

Photochemical Efficiency and SPAD Value as Indirect Selection Criteria for Combined Selection of Spot Blotch and Terminal Heat Stress in Wheat

(2010) Umesh R. Rosyara et al.   JOURNAL OF PHYTOPATHOLOGY

Heat and drought adaptive QTL in a wheat population designed to minimize confounding agronomic effects

(2010) R. Suzuky Pinto et al.   THEORETICAL AND APPLIED GENETICS

Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R

(2010) Paulino Pérez et al.   Plant Genome

The Genetic Architecture of Maize Flowering Time

(2009) E. S. Buckler et al.   SCIENCE

adegenet: a R package for the multivariate analysis of genetic markers

(2008) Thibaut Jombart   BIOINFORMATICS

Reproducing Kernel Hilbert Spaces Regression Methods for Genomic Assisted Prediction of Quantitative Traits

(2008) D. Gianola et al.   GENETICS