Understanding material heterogeneity is crucial for optimizing catalytic reactions. The presence of various active sites, different crystallographic phases, and the distribution of these sites can affect the efficiency, selectivity, and stability of a catalyst. For instance, active sites in heterogeneous catalysts are often located at specific surface defects or interfaces, and their distribution can impact the reaction pathways and rates.