The shadows definitely help add depth, but the placement of them makes the clouds look too low. Even if the distance is stylized, they look like they're forty feet off of the ground instead of hundreds or thousands.
There are also moments where the shadows contradict the depth of your other objects, like this waterfall. The face that should be vertical looks flat because of the cloud's shadow.