High-throughput phenotyping platforms enhance genomic selection for wheat grain yield across populations and cycles in early stage

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

(2018) Abelardo Montesinos-López et al.   Plant Methods

Accounting for Genotype-by-Environment Interactions and Residual Genetic Variation in Genomic Selection for Water-Soluble Carbohydrate Concentration in Wheat

(2018) Ben Ovenden et al.   G3-Genes Genomes Genetics

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

Genomic and pedigree-based prediction for leaf, stem, and stripe rust resistance in wheat

(2017) Philomin Juliana et al.   THEORETICAL AND APPLIED GENETICS

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives

(2017) José Crossa et al.   TRENDS IN PLANT SCIENCE

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

(2017) Jin Sun et al.   Plant Genome

High-Throughput Phenotyping of Sorghum Plant Height Using an Unmanned Aerial Vehicle and Its Application to Genomic Prediction Modeling

(2017) Kakeru Watanabe et al.   Frontiers in Plant Science

Genetic Nature of Elemental Contents in Wheat Grains and Its Genomic Prediction: Toward the Effective Use of Wheat Landraces from Afghanistan

(2017) Alagu Manickavelu et al.   PLoS One

Genomic Selection Accuracy using Multifamily Prediction Models in a Wheat Breeding Program

(2017) Elliot L. Heffner et al.   Plant Genome

Comparing genomic selection and marker-assisted selection for Fusarium head blight resistance in wheat (Triticum aestivum L.)

(2016) M. P. Arruda et al.   MOLECULAR BREEDING

Application of unmanned aerial systems for high throughput phenotyping of large wheat breeding nurseries

(2016) Atena Haghighattalab et al.   Plant Methods

Model training across multiple breeding cycles significantly improves genomic prediction accuracy in rye (Secale cereale L.)

(2016) Hans-Jürgen Auinger et al.   THEORETICAL AND APPLIED GENETICS

Genomic selection across multiple breeding cycles in applied bread wheat breeding

(2016) Sebastian Michel et al.   THEORETICAL AND APPLIED GENETICS

Genomic prediction for grain zinc and iron concentrations in spring wheat

(2016) Govindan Velu et al.   THEORETICAL AND APPLIED GENETICS

Optimizing Training Population Data and Validation of Genomic Selection for Economic Traits in Soft Winter Wheat

(2016) Amber Hoffstetter et al.   G3-Genes Genomes Genetics

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

High Throughput Field Phenotyping of Wheat Plant Height and Growth Rate in Field Plot Trials Using UAV Based Remote Sensing

(2016) Fenner Holman et al.   Remote Sensing

Analysis of Quantitative Trait Loci (QTL) for Grain Yield and Agronomic Traits in Wheat (Triticum aestivum L.) Under Normal and Salt-Stress Conditions

(2015) Vahideh Narjesi et al.   PLANT MOLECULAR BIOLOGY REPORTER

Sequential application of hyperspectral indices for delineation of stripe rust infection and nitrogen deficiency in wheat

(2015) R. Devadas et al.   PRECISION AGRICULTURE

Genome-wide association study, genomic prediction and marker-assisted selection for seed weight in soybean (Glycine max)

(2015) Jiaoping Zhang et al.   THEORETICAL AND APPLIED GENETICS

Genetic Gain from Phenotypic and Genomic Selection for Quantitative Resistance to Stem Rust of Wheat

(2015) J. Rutkoski et al.   Plant Genome

Genomic Selection for Quantitative Adult Plant Stem Rust Resistance in Wheat

(2015) Jessica E. Rutkoski et al.   Plant Genome

The accuracy of prediction of genomic selection in elite hybrid rye populations surpasses the accuracy of marker-assisted selection and is equally augmented by multiple field evaluation locations and test years

(2014) Yu Wang et al.   BMC GENOMICS

TASSEL-GBS: A High Capacity Genotyping by Sequencing Analysis Pipeline

(2014) Jeffrey C. Glaubitz et al.   PLoS One

A chromosome-based draft sequence of the hexaploid bread wheat (Triticum aestivum) genome

(2014) et al.   SCIENCE

Combining high-throughput phenotyping and genome-wide association studies to reveal natural genetic variation in rice

(2014) Wanneng Yang et al.   Nature Communications

Yield Trends Are Insufficient to Double Global Crop Production by 2050

(2013) Deepak K. Ray et al.   PLoS One

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

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

Integrating environmental covariates and crop modeling into the genomic selection framework to predict genotype by environment interactions

(2013) Nicolas Heslot 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

Potential and Optimization of Genomic Selection for Fusarium Head Blight Resistance in Six-Row Barley

(2012) A. J. Lorenz et al.   CROP SCIENCE

Multiple-Trait Genomic Selection Methods Increase Genetic Value Prediction Accuracy

(2012) Yi Jia et al.   GENETICS

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

Shrinkage Estimation of the Realized Relationship Matrix

(2012) Jeffrey B. Endelman et al.   G3-Genes Genomes Genetics

Evaluation of Genomic Prediction Methods for Fusarium Head Blight Resistance in Wheat

(2012) Jessica Rutkoski et al.   Plant Genome

Genomic Selection in Wheat Breeding using Genotyping-by-Sequencing

(2012) Jesse Poland et al.   Plant Genome

Early detection of Fusarium infection in wheat using hyper-spectral imaging

(2011) E. Bauriegel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Accuracy and Training Population Design for Genomic Selection on Quantitative Traits in Elite North American Oats

(2011) Franco G. Asoro et al.   Plant Genome

Ridge Regression and Other Kernels for Genomic Selection with R Package rrBLUP

(2011) Jeffrey B. Endelman   Plant Genome

Invited review: Genomic selection in dairy cattle: Progress and challenges

(2009) B.J. Hayes et al.   JOURNAL OF DAIRY SCIENCE