This seems like old hat to us now, but the concept of evaporation wasn't discovered until the 1700's when Pierre Perrault and Edme Marriote demonstrated that oceanic evaporation was the source of rain clouds and river waters.
Solomon wrote the above verse nearly 1000 years BC.