I doubt they would try to bury missiles under the ice. The US tried to build a base underground in ice in Greenland and it was was abandoned due to shifting ice. The last thing you want is your missile silo tipping over or squeezing what's inside.

https://en.wikipedia.org/wiki/Project_Iceworm