Top papers
- CHAVES, S.F.S. ; KRAUSE, M.D. ; DIAS, L.A.S. ; GARCIA, A.A.F. ; DIAS, K.O.G. ProbBreed: A novel tool for calculating the risk of cultivar recommendation in multi-environment trials. G3-Genes Genomes Genetics, 14, 2024.
- DIAS, K.O.G. ; DOS SANTOS, J.P.R. ; KRAUSE, M.D. ; PIEPHO, H. ; GUIMARÃES, L. J. M. ; PASTINA, M.M. ; GARCIA, A.A.F. Leveraging probability concepts for cultivar recommendation in multi-environment trials.. THEORETICAL AND APPLIED GENETICS, 135, 2022.
- G.M. BLASQUES, L.A.S. ; DIAS, M.S. ; ARAÚJO A.F. ; CHIORATO, S.A.M. CARBONELL, L.P. CORRÊDO, S. CHAVES, K.O.G. DIAS. Enhancing enviromics based predictions in common bean multi-environment trials. Scientific Reports, 15, 2025.
- S.B. FERNANDES, K.O.G. DIAS, D.F. FERREIRA, P.J. BROWN.. Efficiency of multi-trait, indirect, and trait-assisted genomic selection for improvement of biomass sorghum. Theoretical and Applied Genetics, 131, 2018.
Softwares

R Package — ProbBreed
ProbBreed employs Bayesian statistics to analyse multi-environment trials’ data, and uses its outputs to estimate the marginal, pairwise, and conditional probability of superior performance of the genotypes. The method is thoroughly described at https://doi.org/10.1007/s00122-022-04041-y.
RPackageBayesian statistics

R Package — gencomp
gencomp is an R package designed to aid plant breeders in dealing with genetic and spatial competition in field trials. The package has functions to: i) fit (spatial) genetic competition models, ii) define competition classes, iii) compute the total genotypic value and iv) calculate the total heritable variation. For more informatin, visit the page.
RCRANPackageCompetition



