In this study, partial least square (PLS), a multivariable analysis, was used to simultaneously quantitatively evaluate the effects of variables related three pretreatments (alkaline, hot water and acid) biomass properties poplar, salix corncob. The results showed that type most important variable influencing enzymolysis reducing sugar yield (ERSY). compositions affected ERSY more than pretreat...