Underground utilities are usually significantly more expensive to construct. That's why overhead power lines are so common.

The installation cost is tends to be so much higher that the potentially lower maintenance costs due to less weather damage doesn't make underground lines lower cost in the two to five decade maturities of utility bonds used for financing.