“…For example, in situ DRIFTS is often used to investigate the chemisorption and transformation of reactants with the surface active sites at various temperatures, especially for the gas-phase reactions on CeO 2 -based catalysts. , In the work from Wu et al, in situ INS and in situ DRIFTS were used to discriminate the role of surface cerium hydride (Ce-H) and hydroxyl (OH) groups in the acetylene semihydrogenation over CeO 2 , which explain the reaction mechanism including not only the surface chemistry but also the nature of the active hydrogen species for selective hydrogenation over ceria . In the work from Hess et al, a combination of operando multiwavelength Raman and operando UV–vis spectroscopy was applied to unravel the structural dynamics (e.g., the formation and breakage of V–O–Ce interface bonds) of VO x /CeO 2 catalysts during ethanol and propane ODH, demonstrating the participation of the ceria support in the redox catalysis. , The characterization equipment can also be connected with the flowing reactor effluent gases to monitor the concentration change of reactants and products, such as 1 H NMR . Considering the unreliability of the valence determination by traditional off-line XPS, the extended X-ray absorption fine structure (EXAFS and XANES) spectra have been applied to determine the valence precisely, to distinguish valence difference of metal species and to illustrate the interaction of CeO 2 support and metal species, ,,, especially for CeO 2 -supported metal single atoms. , In the work from Ishida et al, in situ Pd K-edge XAFS was used to elucidate the changes in chemical states or structures of single Pd atoms on CeO 2 during the decarbonylation of furfural to furan in the liquid phase, illustrating the aggregation of single Pd atoms to form Pd 13 clusters during heating and the reaction .…”