The problem is that you take the water from the ground, and you let it evaporate, and then it returns to... Well to various places, including the ground, but the deeper you take the water from (drinking water can't be taken from the surface, and for technological reasons drinking water is used too) the more time it takes to replenish the aquifer - up to thousands of years!

Of course surface water availability can also be a serious problem.