Yes and No. In northern latitudes moss grows primarily on the north side of that trees and rocks. However, in southern latitudes moss grows on the south side of trees and rocks. In deep forests where light may not penetrate moss is even on all sides. The reason of growth on one side or another is because that side doesn't get enough or as much water as the other side.