Turbulence is any form of chaotic change in the wind direction, and doesn't come from obstacles only. It can also come from the air rising up because of the hot ground. You can really notice that when flying over drying cut grass, roads or asphalt runways, or really hot days. Also turbulence from obstacles can reach really high and far, especially if there are high mountains around.