Extended Data Fig. 8: Consistency of trait heritability over time less predictive of prediction accuracy on a data set of an A. thaliana diversity panel.
a. Longitudinal prediction accuracy of representative traits corresponding to the maximum, minimum, mean, as well as the first and third interquartiles of all 45 traits across the 24 predicted time points (Supplementary Tables 3 and 4). The operator \({{\bf{A}}}_{{\bf{r}}}\) was obtained from dynamicGP using 5-fold cross validation. The solid and dashed lines represent predictions from the iterative and recursive versions of dynamicGP, respectively. Colors for particular traits are maintained in panels a - c. b. Time-resolved, scaled mean trait values across all accessions, depicting the different dynamics of traits. c. Heritability of the five representative traits across time (p-value is derived from two-sided test from a sample of 50 points). d - e. Pearson correlation between the mean prediction accuracy of traits from iterative (d) and recursive (e) dynamicGP and the coefficient of variation of heritability estimates of traits across time.
