Iron oxide catalysts can be prepared through various methods, such as: - Precipitation: This involves the formation of iron oxide from an aqueous solution of iron salts. - Sol-Gel Method: A chemical process that forms a gel, which is then heated to produce iron oxide. - Thermal Decomposition: Heating iron compounds to high temperatures to form iron oxide particles.