Early prediction of biomass in hybrid rye based on hyperspectral data surpasses genomic predictability in less-related breeding material

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

(2020) Rodrigo José Galán et al.   THEORETICAL AND APPLIED GENETICS

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

A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy

(2018) Jibo Yue et al.   Remote Sensing

Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat

(2018) Philomin Juliana et al.   THEORETICAL AND APPLIED GENETICS

Accuracy of within- and among-family genomic prediction for Fusarium head blight and Septoria tritici blotch in winter wheat

(2018) Cathérine Pauline Herter et al.   THEORETICAL AND APPLIED GENETICS

Phenomic Selection Is a Low-Cost and High-Throughput Method Based on Indirect Predictions: Proof of Concept on Wheat and Poplar

(2018) Renaud Rincent 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 prediction ability for yield-related traits in German winter barley elite material

(2017) Patrick Thorwarth et al.   THEORETICAL AND APPLIED GENETICS

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

Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models

(2017) Jibo Yue et al.   Remote Sensing

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives

(2017) Guijun Yang et al.   Frontiers in Plant Science

High-Throughput Field Phenotyping of Leaves, Leaf Sheaths, Culms and Ears of Spring Barley Cultivars at Anthesis and Dough Ripeness

(2017) Gero Barmeier et al.   Frontiers in Plant Science

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

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

LinkImpute: Fast and Accurate Genotype Imputation for Nonmodel Organisms

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

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

Genome Properties and Prospects of Genomic Prediction of Hybrid Performance in a Breeding Program of Maize

(2014) Frank Technow et al.   GENETICS

Usefulness of Multiparental Populations of Maize ( Zea mays L.) for Genome-Based Prediction

(2014) Christina Lehermeier et al.   GENETICS

A Review of Imaging Techniques for Plant Phenotyping

(2014) Lei Li et al.   SENSORS

Future Scenarios for Plant Phenotyping

(2013) Fabio Fiorani et al.   Annual Review of Plant Biology

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

(2013) Stefan Haffke et al.   BioEnergy Research

Genomic selection in sugar beet breeding populations

(2013) Tobias Würschum et al.   BMC GENETICS

Winter wheat biomass estimation based on spectral indices, band depth analysis and partial least squares regression using hyperspectral measurements

(2013) Yuanyuan Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2013) D. Habier et al.   GENETICS

Genomic Predictability of Interconnected Biparental Maize Populations

(2013) C. Riedelsheimer et al.   GENETICS

Genomic prediction in CIMMYT maize and wheat breeding programs

(2013) J Crossa et al.   HEREDITY

Field high-throughput phenotyping: the new crop breeding frontier

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

Precision phenotyping of biomass accumulation in triticale reveals temporal genetic patterns of regulation

(2013) Lucas Busemeyer et al.   Scientific Reports

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

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

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

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

High-throughput non-destructive biomass determination during early plant development in maize under field conditions

(2011) J.M. Montes et al.   FIELD CROPS RESEARCH

Reliability of direct genomic values for animals with different relationships within and to the reference population

(2011) M. Pszczola et al.   JOURNAL OF DAIRY SCIENCE

Quantitative genetic parameters for selection of biomass yield in hybrid rye

(2011) Thomas Miedaner et al.   PLANT BREEDING

Genome-based prediction of testcross values in maize

(2011) Theresa Albrecht et al.   THEORETICAL AND APPLIED GENETICS

Phenomics – technologies to relieve the phenotyping bottleneck

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

Reliability of Genomic Predictions Across Multiple Populations

(2009) A. P. W. de Roos et al.   GENETICS

The genetics of quantitative traits: challenges and prospects

(2009) Trudy F. C. Mackay et al.   NATURE REVIEWS GENETICS

With ‘Phenomics,’ Plant Scientists Hope to Shift Breeding Into Overdrive

(2009) Elizabeth Finkel   SCIENCE

Efficient Methods to Compute Genomic Predictions

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

The impact of genetic relationship information on genome-assisted breeding values

(2007) D. Habier et al.   GENETICS