In this study, the possibility of using canola stalks mixed with poplar wood in the manufacture of particleboard was investigated. Weight ratio of canola to poplar particles was selected at five levels (98; 2, 93.75: 6.25, 87.50: 12.50, 81.25: 18.75, 77: 23), the weight ratio of the melamine-formaldehyde/urea formaldehyde resin as adhesive was adjusted at five levels (23: 77, 18.75: 81.25, 12.50: 87.50, 6.25: 93.75, 2: 98) and moisture content of the mat at five levels (10, 12, 15, 18, 20%) were selected as production variables. Mechanical properties of boards including MOR, MOE and IB were measured. According to the results, at higher canola stalks/poplar particle ratio, MOR and MOE of the boards decreased, but all of the values measured from the treatments were higher than standard. The results showed that increasing the ratio of melamine formaldehyde/urea formaldehyde resin decreased the bending strength, while the increasing the mat moisture increased MOR and MOE. IB values of all treatments were lower than the standard. According to the results of response surface methodology (RSM) and the effect of studied variables on the mechanical properties of the panels, the best condition for producing the panels was selected as: weight ratio of 84.32: 15.68 for canola/poplar particle, MF/UF resin ratio of 6.25: 93.75 and the mat moisture content of 12%.