Garden design in North America has been strongly influenced by European traditions - English, Italian and French. Initially, first generation European immigrants built gardens in North America according to the principles they had learnt back home. Later on, American gardeners learnt about garden design from European books.
The North American continent is large with a very varied topography so it is unsuprising that the native flora is also very large and varied.