Surface Sensitivity: STM is mainly limited to conductive or semi-conductive surfaces, making it challenging to study non-conductive materials. Sample Preparation: High-quality sample preparation is essential for accurate measurements, which can be time-consuming and require expertise. Environmental Control: STM experiments often require ultra-high vacuum conditions, which may not always represent real-world catalytic environments.