The area of research that cast the mind of many environmentalist is remediation of oil spilled environments. This paper addresses the development of new bio-based sorbent through ceric induced grafting. The effect studies of the individual and combine factors was carried out using a statistical experimental design matrix using five-level central composite design (CCD). Respond surface methodology (RSM) was used to optimise and develop equations of the variables (initiator concentration, monomer ratio and particle sizes). To the optimized sorbent, unmodified kenaf shive was compared with, it reveals a positive hydrophobic shift. However, instrumental analysis such as: XRD, FTIR, BET and DTA-TGA were carried out on the optimized sorbent. In addition, the capability of the oil sorption in water was reported and the kinetics and equilibrium isotherms employed fits respectively, the pseudo-second order and Langmuir isotherm with regression coefficient R 2 =0.9822 and R 2 =0.9900. The sorption property was found to be spontaneous and exothermic, however, the activation energy studies shows physic-sorption phenomenon with 25.6kJmol-1 and R 2 =0.9847.