But you are leaving out atmospheric refraction. In the radio spectrum, this has given rise to the "4/3 Earth" model, where to take refraction into account, horizon visibility is calculated as though the Earth optical radius were a third greater than the physical radius. It also occurs in the visible spectrum. When the Sun's disk is visibly touching the horizon, it is already below the physical horizon.