The major change in the saccharification yield occurred when the type of pre-treatment changes rather than when the time of treatment changes. This does not mean that the time is not significant, but the variance produced by its effect is lower than the variance produced by the pre-treatment type. The pre-treatment time had a high impact on saccharification yield within each pretreatment type (Figs. 1e3).