In Burroughs' concept, the Earth is a hollow shell with Pellucidar as the internal surface of that shell.
A peculiarity of Pellucidar's geography is that due to the concave curvature of its surface there is no horizon; the further distant something is, the higher it appears to be, until it is finally lost in the atmospheric haze.