Sample preparation is a crucial step in characterization, but it can introduce artifacts that affect the results. For example, grinding a catalyst to prepare it for electron microscopy can alter its surface properties. Similarly, drying or freezing samples can lead to changes that do not represent the catalyst's natural state.