H 2 S is a common industrial and environmental pollutant with colorless, flammable, and toxic properties that affects human health from a wide range of sources. The three-dimensional TiSiO 4 monolayer membrane shows excellent sensing performance toward H 2 S gas; however, the nanoscale sensing mechanism between H 2 S and the TiSiO 4 membrane is still not clear. In this work, the sensing performance of the TiSiO 4 monolayer membrane toward H 2 S, CO, H 2 , CH 4 , SO 2 , and H 2 O gases mixture is studied by first-principles calculations. The adsorption of H 2 S exhibits the lowest energy of adsorption together with the largest band gap change and charge transfer, which indicates a stronger adsorption effect of H 2 S gas over the other gases and is consistent with experimental conclusions. The response time of H 2 S on the TiSiO 4 monolayer is significantly smaller than that of the TiO 2 nanotube membrane, and the density of state of the TiSiO 4 system increases obviously near the Fermi level after adsorption of H 2 S, suggesting strong chemical adsorption and significant changes in conductivity of the system. Moreover, H 2 S gas shows a significant impact on the transmission spectrum and conductance, and the largest diffusion coefficient of H 2 S demonstrates that the diffusion of H 2 S gas in the TiSiO 4 monolayer is much faster than those of other gases.