It can be picked up, but the bubble is 10 feet across. You have to be BIG to have that kind of arm span. A gargantuan dragon might do it, but a large one probably cannot, and a huge one might not.

More importantly, as the dragon takes off with the bubble, it provokes attacks of opportunity.