Catalytic materials often undergo dynamic changes during reactions. These changes can include restructuring of the active sites, phase transformations, and the formation or removal of intermediates. Such dynamic behaviors can significantly impact the catalytic activity and selectivity. Advanced characterization techniques, such as in-situ spectroscopy and microscopy, are crucial for studying these dynamic processes and understanding the real-time behavior of catalysts.