They are, but they aren't like canteens -- you can't just empty one indefinitely and refill it arbitrarily later.

Aquifers can collapse into voids that should have water, and being full of fresh water helps prevent intrusion by saltwater near the coasts (this is happening in the Central Coast even now), or by fracking waste in fracked areas.