1. Genomic selection: an effective tool for operational Eucalyptus globulus clonal selection.
- Author
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Balocchi, Claudio, Durán, Ricardo, Nuñez, Paulina, Ordoñez, José, Ramírez, Mauricio, and Zapata-Valenzuela, Jaime
- Subjects
EUCALYPTUS globulus ,GENETIC models ,GENETIC variation ,SINGLE nucleotide polymorphisms ,CLONE cells - Abstract
Arauco is one of the largest forest companies in Chile and it has an intensive breeding and clonal selection program for Eucalyptus globulus, with the main objective to increase forest productivity for the pulp industry. As a new challenge to improve and accelerate operational gain capture, Arauco is incorporating genomic selection as part of the clonal selection strategy. To implement this, an E. globulus clonal population of 600 clones from six field tests was used to train a genomic selection model to predict genetic merit based on single nucleotide polymorphism markers. As a phenotype, Air Dry tones of cellulose per tree was measured and it was the trait correlated with the markers. The predictive ability average to five-folds cross-validation with 20 iterations was 0.71 and the standard deviation was 0.04. In the present communication, the model was used to predict genomic breeding values for a prediction population of 3368 new rooted clones developed at the Arauco's nursery with unknown phenotype. Juvenile leaves of each clone were sampled to extract DNA which was genotyped at 20K markers. The prediction of these clones allowed the selection of 90 superior clones that are currently being propagated to establish validation field trials in the 2024 season. The selected group represent a 2.7% selection intensity and a 6 years reduction in the field testing time. With the results of the validation field trials, new operational clones will be selected to propagate at the nursery, increasing genetic gain and diversity in the commercial plantations. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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