Integration of genotypic, hyperspectral, and phenotypic data to improve biomass yield prediction in hybrid rye

Hyperspectral Reflectance-Derived Relationship Matrices for Genomic Prediction of Grain Yield in Wheat

(2019) Margaret R. Krause et al.   G3-Genes Genomes 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

Hyperspectral Reflectance Data and Agronomic Traits Can Predict Biomass Yield in Winter Rye Hybrids

(2019) Rodrigo José Galán et al.   BioEnergy Research

Biogas: Developments and perspectives in Europe

(2018) Nicolae Scarlat et al.   RENEWABLE ENERGY

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

(2018) Jared Crain et al.   Plant Genome

Towards a whole-genome sequence for rye (Secale cerealeL.)

(2017) Eva Bauer et al.   PLANT JOURNAL

Predicting grain yield using canopy hyperspectral reflectance in wheat breeding data

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

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry

(2017) Telmo Adão et al.   Remote Sensing

An Efficient Elastic Net with Regression Coefficients Method for Variable Selection of Spectrum Data

(2017) Wenya Liu et al.   PLoS One

Extraction of Sensitive Bands for Monitoring the Winter Wheat (Triticum aestivum) Growth Status and Yields Based on the Spectral Reflectance

(2017) Chao Wang et al.   PLoS One

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

Outlier detection methods for generalized lattices: a case study on the transition from ANOVA to REML

(2016) Angela-Maria Bernal-Vasquez et al.   THEORETICAL AND APPLIED 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

Genome-Assisted Prediction of Quantitative Traits Using the R Package sommer

(2016) Giovanny Covarrubias-Pazaran   PLoS One

Lights, camera, action: high-throughput plant phenotyping is ready for a close-up

(2015) Noah Fahlgren et al.   CURRENT OPINION IN PLANT BIOLOGY

Genomic selection in biparental populations: assessment of parameters for optimum estimation set design

(2015) Jose J. Marulanda et al.   PLANT BREEDING

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

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

Analysis of Covariation of Grain Yield and Dry Matter Yield for Breeding Dual Use Hybrid Rye

(2013) Stefan Haffke et al.   BioEnergy Research

Genome-Wide Prediction of Traits with Different Genetic Architecture Through Efficient Variable Selection

(2013) V. Wimmer et al.   GENETICS

Genomic BLUP Decoded: A Look into the Black Box of Genomic Prediction

(2013) D. Habier et al.   GENETICS

Reticulate Evolution of the Rye Genome

(2013) M. M. Martis et al.   PLANT CELL

Field high-throughput phenotyping: the new crop breeding frontier

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

synbreed: a framework for the analysis of genomic prediction data using R

(2012) Valentin Wimmer et al.   BIOINFORMATICS

A stage-wise approach for the analysis of multi-environment trials

(2012) Hans-Peter Piepho et al.   BIOMETRICAL JOURNAL

Recent advances in sensing plant diseases for precision crop protection

(2012) Anne-Katrin Mahlein et al.   EUROPEAN JOURNAL OF PLANT PATHOLOGY

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

Quantitative genetic parameters for selection of biomass yield in hybrid rye

(2011) Thomas Miedaner et al.   PLANT BREEDING

Phenomics – technologies to relieve the phenotyping bottleneck

(2011) Robert T. Furbank et al.   TRENDS IN PLANT SCIENCE

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

(2010) Thibaut Jombart et al.   BMC GENETICS

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

(2008) Thibaut Jombart   BIOINFORMATICS

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

Invited Review: Reliability of genomic predictions for North American Holstein bulls

(2008) P.M. VanRaden et al.   JOURNAL OF DAIRY SCIENCE