I had read somewhere that Middle Earth was inspired by features of J.R.R. Tolkien’s hometown; i.e. a giant smokestack on the factory at the end of the lane, constantly spouting black smoke, was his inspiration for Mordor.
As for his descriptions of topography, he could have very well based them on foreign lands outside of Europe.