The domes were formed when water slipped through small cracks in the rock and eventually split it, into the many domes we see today. Weathering and erosion have evened them out over time and made them domes. This, combined with the pressure of heavy rainfall and wind has caused the cracks.
The Domes of Kata Tjuta