Why would that be prudent? Seems to me the underground fortress is working well.

A defensible fortress is nice, but even better if the enemy does not know where you hide the goods. Supposedly there is <1000 pounds of the good stuff, you could move that anywhere. Without any immediate plans to use the uranium, securing it for the future strikes me as the sound choice.