The coefficients ˛ of the simple and Brown models for all zones were significantly different from zero. Overall, the parameters of the residuals of Ljung–Box (2 and p values) showed that the simple and Brown models were satisfactory except for zones IV and V, which showed values of the 2 statistic that were significant.