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The utilization of biochar, prepared from the agricultural biomass, is one of the economic approaches. To assess the ability of biochar as an adsorbent, sugarcane bagasse-derived biochar was utilized for the removal of phenol from aqueous solution. Phenol, an industrial discharge and a ubiquitous organic pollutant, was chosen as the model compound to determine the adsorption capacity of sugarcane bagasse-derived biochar. The sugarcane bagasse was pyrolyzed at 400, 600, and 800 °C under an N2 atmosphere. Among all the three raw biochars, the biochar obtained at 600 °C showed maximum removal efficiency, 74.2%. Based on higher efficiency, SB-600 biochar was further chemically treated with nitric acid (HNO3) and sodium hydroxide (NaOH) to enhance its adsorption capacity. Sugarcane bagasse-derived magnetic biochar was also fabricated using the pre-pyrolysis modification. Maximum removal (96.1%) efficiency was observed in the case of HNO3-treated calcined biochar compared to the other treated biochars. Adsorption parameters of the calcined-acid treated biochar were optimized through response surface methodology. The maximum adsorption capacity of the calcined-acid treated biochar was 41.3 mg/g. [ABSTRACT FROM AUTHOR]