Adjusting fleece weights for environmental effects such as birth date, dam
age and birth/rearing status had only a marginal influence on the accuracy
of genetic evaluation given the cost of collecting this information. Using
weaning weight as a covariate accounted for most of these environmental eff
ects and also reduced direct and maternal environmental variances on yearli
ng and hogget fleece weights, resulting in a higher heritability for the tr
aits. The implications of using weaning weight as a covariate are discussed
for Merino genetic evaluation.