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. 2019 Feb 22;9(4):1231–1247. doi: 10.1534/g3.118.200856

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Copyright © 2019 Krause et al.

This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Within site-year prediction accuracies, with and without correction for DTHD. Accuracy is expressed as the average Pearson’s correlation between predictions and observed BLUPs for GY across 20 random TRN-TST partitions. Results shown according to the type of relationship matrix tested: Genomic (G), pedigree (A), individual hyperspectral time-points (e.g., H.10Jan, H.23Mar, etc.), hyperspectral BLUEs for each developmental growth stage (H.VEG, H.HEAD, H.GF), and hyperspectral BLUEs across all time-points (H.ALL). The color corresponds to the predominant developmental growth stage of the site-year at the time of phenotyping. Error bars are the standard deviation of prediction accuracy for the 20 random partitions.

Within site-year prediction accuracies, with and without correction for DTHD. Accuracy is expressed as the average Pearson’s correlation between predictions and observed BLUPs for GY across 20 random TRN-TST partitions. Results shown according to the type of relationship matrix tested: Genomic (G), pedigree (A), individual hyperspectral time-points (e.g., H.10Jan, H.23Mar, etc.), hyperspectral BLUEs for each developmental growth stage (H.VEG, H.HEAD, H.GF), and hyperspectral BLUEs across all time-points (H.ALL). The color corresponds to the predominant developmental growth stage of the site-year at the time of phenotyping. Error bars are the standard deviation of prediction accuracy for the 20 random partitions.