The mechanism of arsenic poisoning of CeO 2 −WO 3 (CW) and CeO 2 −MoO 3 (CM) catalysts during the selective catalytic reduction (SCR) of NO x with NH 3 was investigated. It was found that the ratio of activity loss of the CW catalyst decreases as the temperature increases, while the opposite tendency was observed for the CM catalyst. The fresh and poisoned catalysts were characterized using X-ray diffraction (XRD) temperature-programmed reduction with H 2 (H 2 -TPR), X-ray photoelectron spectra (XPS), NH 3 -temperature-programmed desorption (NH 3 -TPD), in situ DRIFTS, and in situ Raman spectroscopy. The results indicate that arsenic oxide primarily destroys the structure of the surface CeOx species in the CM catalyst but prefers to interact with WO 3 in the CW catalyst. Additionally, the BET surface area, the number and stability of Lewis acid sites, and the NO x adsorption for these two types of catalysts clearly decrease after deactivation. According to the DRIFTS and Raman investigations, at low temperatures, the greater number of sites with adsorbed NH 3 in the poisoned CM catalyst leads to less loss of activity than the poisoned CW catalyst. However, at high temperatures, the greater number of Lewis acid sites remaining in the poisoned CW catalyst may play an important role in maintaining the activity of this catalyst.