Root penetration of buried services is a serious problem. While roots generally chase water, they will surround and crush any services which get in the way.

Trenching and conduiting is also a lot more expensive. Which is to say: you're looking at a huge amount of cost for what could be described as a very marginal gain because it's already a city.