There is the Kenilworth Aquatic Gardens in Washington D.C., which, I
think, is part of the National Arboretum. Either way, it is a
national park. The emphasis is on water lilies, but they have other
aquatic plants. It's in a very rough neighborhood in NE DC, well away
from the usual attractions, which is probably the average tourist
never sees it.