I wonder why we don't see more developments with underground parking. Imagine a three-level underground parking space with a small public park on top. Access would be gated to residents of the surrounding buildings. You should still have some above-ground parking for deliveries, friends visiting, etc. but you can have the majority of parking underground.
Still, it is pretty common here in Northern Virginia.