We study Sobolev spaces on
Lipschitz graphs Γ, by means of a square function of a geometric second difference.
Given a function in the Sobolev space W1,p(Γ) we show that the geometric square
function is also in Lp(Γ). For p = 2 we prove a dyadic analogue of this result, and a
partial converse.