As in the stepwise regression, WLS were positively correlated to ecozone (increasing rainfall) and profusely branching varieties, and variety mixtures also revealed an association to reduced disease severity in the canonical correlation analysis. On the other hand, CMD seemed to increase with an increasing number of cassava varieties in a field.