Reaction norm model to describe environmental sensitivity in Girolando cattle

•Changes in the environmental gradient may cause changes in the ranking of bulls and dams.•There is significant interaction between environment genotype in milk production in Girolando cattle in Brazil.•Estimates of the breeding values and heritabilities of Girolando cattle increase with environmental improvement.•Possibilities of genetic gains in the selection and use of genotypes in medium and high management environments.