While advanced imaging methods offer numerous advantages, they also come with certain limitations. TEM can be challenging due to the need for ultra-thin sample preparation, which might not be feasible for all types of catalysts. AFM, although versatile, typically provides only surface information and can be time-consuming. STXM requires synchrotron sources, which are not widely accessible.