Resumen de Spatio-temporal and hierarchical modelling of high-throughput phenotypic data

Fred A. Van Eeuwijk, Emilie J. Millet, Martin P. Boer, María Xosé Rodríguez Álvarez, Diana Marcela Pérez Pérez

• We present a full spatio-temporal and hierarchical data modelling approach for the analysis of high-throughput phenotypic data. We use the recently proposed SpATS approach as the base model, and extend it to the spatiotemporal case, also considering a three-level hierarchical data model (plants nested in genotypes, nested in populations). We illustrate our approach using data from a high-throughput phenotypic platform.