Keywords: Biomass; Mechanical pretreatment; Energy; Milling; Physicochemical features; Multivariate regressionLS, lignocellulosic substrates; Ext, extractives; VS, volatile solids; Cell, cellulose; Hem, hemicelluloses; UA, uronic acids; A/X, arabinose/xylose ratio;