If I remember the issue about the capital correctly, it states that government buildings are located underground, i.e., not the entire city is underground, but only a part of it.
Added after 54 seconds
Following new legislation in Sciencecracy, all government facilities are built in the subterranean citadel of Sciencecracy City.
