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. 2020 Aug 7;10:13382. doi: 10.1038/s41598-020-70267-9

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© The Author(s) 2020

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Representation of the procedure for predicting DTH for the untested genotype G5 in the unobserved environment E4 using the information of four genotypes (G1, G2, G3, and G4) observed in three environments (E1, E2, and E3). The top panel contains the observed values for genotypes (G1, G2, G3, and G4) in environments (E1, E2, and E3). The middle panel contains the predicted values that presumably were obtained with the C method for these genotypes in the unobserved environment E4. Also, the E-mean (108.3) of E4 is computed as the mean of the predicted values for genotypes G1, G2, G3, and G4. The bottom panel contains the predicted DTH value (106) of genotype G5 in environment E4 as the sum of the E-mean (108.3) computed in the previous step and the genomic BLUP (-2.3) obtained with the conventional GS implementation.