Surface roughness affects how reactants adsorb onto the catalyst surface. Rough surfaces provide more irregularities and defects, which can serve as additional active sites. These defects can enhance the adsorption strength of reactants, thereby increasing the catalytic activity. However, excessive roughness might also lead to unwanted side reactions.