Modelling temporal genetic and spatio‐temporal residual effects for high‐throughput phenotyping data*

A note on model selection using information criteria for general linear models estimated using REML

(2019) Arunas Petras Verbyla   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

Evaluation of the Phenotypic Repeatability of Canopy Temperature in Wheat Using Continuous-Terrestrial and Airborne Measurements

(2019) David M. Deery et al.   Frontiers in Plant Science

Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding

(2018) Pengcheng Hu et al.   EUROPEAN JOURNAL OF AGRONOMY

Review: High-throughput phenotyping to enhance the use of crop genetic resources

(2018) G.J. Rebetzke et al.   PLANT SCIENCE

Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding

(2018) Fred van Eeuwijk et al.   PLANT SCIENCE

Indirect selection for potential yield in early-generation, spaced plantings of wheat and other small-grain cereals: a review

(2018) R. A. Fischer et al.   Crop & Pasture Science

Correcting for spatial heterogeneity in plant breeding experiments with P-splines

(2018) María Xosé Rodríguez-Álvarez et al.   Spatial Statistics

Tensor Cubic Smoothing Splines in Designed Experiments Requiring Residual Modelling

(2018) Arūnas P. Verbyla et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

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

Residual Variance–Covariance Modelling in Analysis of Multivariate Data from Variety Selection Trials

(2016) Joanne De Faveri et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Machine Learning for High-Throughput Stress Phenotyping in Plants

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

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

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

Integrating Image-Based Phenomics and Association Analysis to Dissect the Genetic Architecture of Temporal Salinity Responses in Rice

(2015) Malachy T. Campbell et al.   PLANT PHYSIOLOGY

Digital imaging approaches for phenotyping whole plant nitrogen and phosphorus response inBrachypodium distachyon

(2014) Richard Poiré et al.   Journal of Integrative Plant Biology

Factor analytic mixed models for the provision of grower information from national crop variety testing programs

(2014) Alison B. Smith et al.   THEORETICAL AND APPLIED GENETICS

Machine learning for Big Data analytics in plants

(2014) Chuang Ma et al.   TRENDS IN PLANT SCIENCE

Field high-throughput phenotyping: the new crop breeding frontier

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

Efficient two-dimensional smoothing with P-spline ANOVA mixed models and nested bases

(2012) Dae-Jin Lee et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Genomic regions for canopy temperature and their genetic association with stomatal conductance and grain yield in wheat

(2012) Greg J. Rebetzke et al.   FUNCTIONAL PLANT BIOLOGY

Straightforward intermediate rank tensor product smoothing in mixed models

(2012) Simon N. Wood et al.   STATISTICS AND COMPUTING

Phenomics – technologies to relieve the phenotyping bottleneck

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