Interesting idea but the maintenance must be painful.
Let's say a hard disk fails, what do you do?
That kind of thing eats directly into the ROI for a datacenter. I doubt it competes with a static building with a bunch of solar panels on top.
In theory you'd only leave it down there for three years anyway before everything in it is worth zero, at least to the IRS.