Based on 3 kinds of observation datasets,chaotic characteristics of atmospheric turbulence over four different surfaces are analysed.By investigating four characteristic quantities describing chaos: power spectrum, correlation dimension, Lyapunov exponents and correlation entropy, separately, some meaningful results have been derived. Although the underlying terrains are very different,their atmospheric turbulences are all of chaotic motions.