Couple of things you can try which can help with any
tank with stuck parts. Try turning wearing some rubber kitchen gloves. That sometimes will do it. If that fails try putting it in the freezer for 15 or 20 minutes, then giving it another shot.
Edit: just to clarify as I don't have that particular
tank, but the base you're trying to get off is meant to unscrew, right?