Hence the "strongest reasonable shape." If you can build a dome bridge, be my guest :P
And as far as domes go, geodesic domes (Buckyballs), are the way to go (EPCOT Center is one).

And the reason they are so stable against hurricanes and tornadoes is that they offer no flat surface for the wind to press against, and hence are simply more aerodynamic.