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Accounting for competition in multi-environment tree genetic evaluations: a case study with hybrid pines
Belaber, Ector; Gauchat, Maria Elena; Schoffen, Cristian Damián; Muñoz, Facundo; Borralho, Nuno M.; Sanchez, Leopoldo; Cappa, Eduardo Pablo (Springer, 2021-01)A novel multi-environment competition individual-tree mixed model resulted in better fit, and greater individual narrow- and broad-sense heritabilities than the model without competition, notably for traits showing ... -
Improving accuracy of breeding values by incorporating genomic information in spatial-competition mixed models [Conjunto de datos]
Cappa, Eduardo Pablo; El-Kassaby, Yousry A.; Muñoz, Facundo; Garcia, Martin Nahuel; Villalba, Pamela Victoria; Klapste, Jaroslav; Marcucci Poltri, Susana Noemi (2017-09)Supplementary information of a Eucalyptus grandis population, genomic and pedigree data including identity information of trees, family, and provenance of the paper entitled: Improving accuracy of breeding values by ... -
A novel individual-tree mixed model to account for competition and environmental heterogeneity: a Bayesian approach
Cappa, Eduardo Pablo; Muñoz, Facundo; Sanchez, Leopoldo; Cantet, Rodolfo Juan Carlos (Springer, 2015-12)Negative correlation caused by competition among individuals and positive spatial correlation due to environmental heterogeneity may lead to biases in estimating genetic parameters and predicting breeding values (BVs) from ... -
Performance of alternative spatial models in empirical Douglas-fir and simulated datasets
Cappa, Eduardo Pablo; Muñoz, Facundo; Sánchez, Leopoldo (Springer, 2019-05-13)Based on an empirical dataset originating from the French Douglas-fir breeding program, we showed that the bidimensional autoregressive and the two-dimensional P-spline regression spatial models clearly outperformed the ...