Adsorption
is a critical step in the initial stage of a catalytic
reaction. Oxygen vacancies often become a central topic of discussion
with respect to the reaction mechanism on metal oxide surfaces because
oxygen vacancies change the surface electronic properties and affect
the adsorption process. In this study, we use first-principles calculations
and regression analyses to investigate the effect of oxygen vacancies
on a metal oxide surface on the adsorption of small molecules. We
adopt the anatase (101) and rutile (110) TiO2 surfaces
as research targets. The calculation results show that the removal
of an oxygen atom causes a large difference in the electronic structure
due to the presence of two unpaired electrons. Our previous study
showed that the adsorption energy of a defect-free surface is linearly
correlated with the energy of the highest occupied molecular orbital
for small adsorbed molecules. In the case of a defective anatase surface,
we found that the energy of the lowest unoccupied molecular orbital
also plays an important role in enhancing the adsorption of small
molecules, especially those with an unpaired electron. Notably, our
results demonstrate that hardness is a prime descriptor to explain
the adsorption of various molecules by TiO2 surfaces.