Combining Genomic and Phenomic Information for Predicting Grain Protein Content and Grain Yield in Spring Wheat

Temporal covariance structure of multi-spectral phenotypes and their predictive ability for end-of-season traits in maize

(2020) Mahlet T. Anche et al.   THEORETICAL AND APPLIED GENETICS

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

(2019) Jin Sun et al.   THEORETICAL AND APPLIED GENETICS

Empirical Comparison of Tropical Maize Hybrids Selected Through Genomic and Phenotypic Selections

(2019) Yoseph Beyene et al.   Frontiers in Plant Science

Using Spectral Reflectance Indices as Proxy Phenotypes for Genome-Wide Association Studies of Yield and Yield Stability in Pacific Northwest Winter Wheat

(2018) Shiferaw A. Gizaw et al.   CROP SCIENCE

The genetic architecture of genome-wide recombination rate variation in allopolyploid wheat revealed by nested association mapping

(2018) Katherine W. Jordan et al.   PLANT JOURNAL

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

(2018) Zohaib Khan et al.   Plant Methods

Genome-wide association mapping for eyespot disease in US Pacific Northwest winter wheat

(2018) Megan J. Lewien et al.   PLoS One

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

(2018) Jared Crain et al.   Plant Genome

Genetic Dissection of End-Use Quality Traits in Adapted Soft White Winter Wheat

(2018) Kendra L. Jernigan et al.   Frontiers in Plant Science

High Throughput Determination of Plant Height, Ground Cover, and Above-Ground Biomass in Wheat with LiDAR

(2018) Jose A. Jimenez-Berni et al.   Frontiers in Plant Science

Spectral Reflectance for Indirect Selection and Genome-Wide Association Analyses of Grain Yield and Drought Tolerance in North American Spring Wheat

(2018) Shiferaw A. Gizaw et al.   CROP SCIENCE

Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data

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

Evaluation of agronomic traits and spectral reflectance in Pacific Northwest winter wheat under rain-fed and irrigated conditions

(2016) Shiferaw A. Gizaw et al.   FIELD CROPS RESEARCH

An Improved Method for Measuring Quantitative Resistance to the Wheat PathogenZymoseptoria triticiUsing High-Throughput Automated Image Analysis

(2016) Ethan L. Stewart et al.   PHYTOPATHOLOGY

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

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

Multiple-trait- and selection indices-genomic predictions for grain yield and protein content in rye for feeding purposes

(2015) Albert Wilhelm Schulthess et al.   THEORETICAL AND APPLIED GENETICS

Genomic Selection for Quantitative Adult Plant Stem Rust Resistance in Wheat

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

Machine learning methods and predictive ability metrics for genome-wide prediction of complex traits

(2014) Oscar González-Recio et al.   Livestock Science

Characterization of polyploid wheat genomic diversity using a high-density 90 000 single nucleotide polymorphism array

(2014) Shichen Wang et al.   PLANT BIOTECHNOLOGY JOURNAL

Training set optimization under population structure in genomic selection

(2014) Julio Isidro et al.   THEORETICAL AND APPLIED GENETICS

A Bayesian method and its variational approximation for prediction of genomic breeding values in multiple traits

(2013) Takeshi Hayashi et al.   BMC BIOINFORMATICS

A Flexible, Low-Cost Cart for Proximal Sensing

(2013) Jeffrey W. White et al.   CROP SCIENCE

Next-generation phenotyping: requirements and strategies for enhancing our understanding of genotype–phenotype relationships and its relevance to crop improvement

(2013) Joshua N. Cobb 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 leaf area index in almonds by vegetation indexes

(2012) Jose L. Zarate-Valdez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Genomic Prediction of Breeding Values when Modeling Genotype × Environment Interaction using Pedigree and Dense Molecular Markers

(2012) Juan Burgueño et al.   CROP SCIENCE

Field-based phenomics for plant genetics research

(2012) Jeffrey W. White et al.   FIELD CROPS RESEARCH

Multiple-Trait Genomic Selection Methods Increase Genetic Value Prediction Accuracy

(2012) Yi Jia et al.   GENETICS

A comparison of partial least squares (PLS) and sparse PLS regressions in genomic selection in French dairy cattle

(2012) C. Colombani et al.   JOURNAL OF DAIRY SCIENCE

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

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 plant breeding: from theory to practice

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

Multiple-trait genomic evaluation of linear type traits using genomic and phenotypic data in US Holsteins

(2011) S. Tsuruta et al.   JOURNAL OF DAIRY SCIENCE

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

(2011) Elliot L. Heffner et al.   Plant Genome

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

(2011) Jeffrey B. Endelman   Plant Genome

A review of advanced techniques for detecting plant diseases

(2010) Sindhuja Sankaran et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Prediction of Genetic Values of Quantitative Traits in Plant Breeding Using Pedigree and Molecular Markers

(2010) J. Crossa et al.   GENETICS