While SEM is a powerful tool, it does have some limitations. For example, SEM typically requires a vacuum environment, which can be a challenge for studying certain types of catalysts, such as those that are sensitive to air or moisture. Additionally, SEM provides primarily surface information and may not reveal details about the bulk structure of the catalyst. High-resolution SEM can be time-consuming and may require extensive sample preparation.