Studying redox cycles involves several challenges. One major difficulty is the need for precise control and measurement of the catalyst's oxidation states during reactions. Advanced techniques like X-ray photoelectron spectroscopy (XPS), in-situ infrared spectroscopy, and electron microscopy are often required to gain insights into these cycles at the atomic level.