217 citations · 225 across the 3 of their papers we have counts for
5 papers
Physiology-Informed Sparse Identification of Dynamic Crop Models
Corné Verburg, Alexander Heinlein, Fred van Eeuwijk +1
Developing resilient crops requires models that accurately capture how plant growth dynamics emerge from the continuous interplay between genetic and environmental factors. While h…
A hybrid GPU/CPU implementation of the average information restricted maximum likelihood algorithm for fitting multivariate linear mixed models
Killian A. C. Melsen, Fred A. van Eeuwijk, Carel F. W. Peeters
The multivariate linear mixed model combined with restricted maximum likelihood estimation of (co)variance components and solving the mixed model equations is widely used for the a…
Improving Genomic Prediction using High-dimensional Secondary Phenotypes: the Genetic Latent Factor Approach
Killian A. C. Melsen, Jonathan F. Kunst, José Crossa +4
Decreasing costs and new technologies have led to an increase in the amount of data available to plant breeding programs. High-throughput phenotyping (HTP) platforms routinely gene…
Spatial Models for Field Trials
María Xosé Rodríguez-Álvarez, Martin P. Boer, Fred A. van Eeuwijk +1
An important aim of the analysis of agricultural field trials is to obtain good predictions for genotypic performance, by correcting for spatial effects. In practice these correcti…
Marker-based estimation of heritability in immortal populations
Willem Kruijer, Martin Boer, Marcos Malosetti +5
Heritability is a central parameter in quantitative genetics, both from an evolutionary and a breeding perspective. For plant traits heritability is traditionally estimated by comp…