Article
Functional QTL mapping and genomic prediction of canopy height in wheat measured using a robotic field phenotyping platform.
Journal of experimental botany - 25 Mar 2020
Lyra Danilo H, Virlet Nicolas, Sadeghi-Tehran Pouria, Hassall Kirsty L, Wingen Luzie U, Orford Simon, Griffiths Simon, Hawkesford Malcolm J, Slavov Gancho T
Abstract excerpt
Genetic studies increasingly rely on high-throughput phenotyping, but the resulting longitudinal data pose analytical challenges. We used canopy height data from an automated field phenotyping platform to compare several approaches to scanning for quantitative trait loci (QTLs) and performing genomic prediction in a wheat recombinant inbred line mapping population based on up to 26 sampled time points (TPs). We...
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