The shoaling evolution of wave spectra on a beach with straight and pa
rallel depth contours is investigated with a stochastic Boussinesq mod
el. Existing deterministic Boussinesq models cast in the form of coupl
ed evolution equations for the amplitudes and phases of discrete Fouri
er modes describe accurately the shoaling process for arbitrary incide
nt wave conditions, but are numerically cumbersome for predicting the
evolution of continuous spectra of natural wind-generated waves. The s
tochastic formulation used here, based on the closure hypothesis that
phase coupling between quartets of wave components is weak, predicts t
he shoaling evolution of the continuous frequency spectrum and bispect
rum of the wave field. The general characteristics of the stochastic m
odel and the dependence of wave shoaling on nonlinearity, initial spec
tral shape, and bottom profile are illustrated with numerical simulati
ons. Predictions of stochastic and deterministic Boussinesq models are
compared with data from a natural barred ocean beach. Both models acc
urately reproduce the observed nonlinear wave transformation for a ran
ge of conditions.