Where does “глубинка” come from?

глубинка (Russian) comes from Russian -ка, from Proto-Slavic -ьka, from Proto-Balto-Slavic -ikaʔ, from Proto-Indo-European -ikeh₂.

глубинка (Russian): remote / out-of-the-way place, hinterland