With the importance and wide applicability of metal oxides in heterogeneous catalysis, understanding these materials on a fundamental level is paramount for the improvement of existing materials and design of new catalysts. Heterogeneous catalytic reactions occur at the interface; therefore, the surface of the material plays a key role in the reactivity. Thus, the work presented herein employs a number of surface sensitive techniques including temperature programmed desorption (TPD), Auger electron spectroscopy (AES), and scanning electron microscopy (SEM) to gain insight into the reactivity of model metal oxide systems of titanium dioxide (TiO2) and tungsten oxide (WO3-x).The thermal desorption of deuterium oxide (D2O) from oxidized tungst...