I would go below the frost line or otherwise you will probably be forced to blow out the line every fall to prevent freezing. This also gives you the option to pump water year around if needed.
Just about everything is easier to do when the pond is empty. The best thing I did was pour concrete pier pilings and now do not have to take the pier out in winter.
