A stochastic dynamic programming (DP) model of range cow culling decis
ions incorporating market price uncertainties and dynamics of biologic
al productivity was solved for biannual and annual calving systems. De
cision trees were generated from the DP solutions using the Classifica
tion and Regression Trees (CART) methodology. The decision trees captu
red over 99% of the optimal DP returns from both biannual and spring-o
nly calving. CART culling criteria in conjunction with dual-season cal
ving increased wealth by 7% compared to optimal DP culling decisions w
ith spring-only calving, and by 10% compared to a more traditional str
ategy of culling all open cows.