The recently advanced approach of wavelet transform is applied to the analy
sis of wave data measured in the nearshore areas of the Great Lakes. The co
nventional spectrum analysis of wave time series in the frequency domain ca
n be readily generalized to the frequency and time domain using the wavelet
transform. The traditional Fourier transform approach has not been able to
directly assess the time localized nature of wave groups. With the applica
tion of wavelet transformation, the relatively unexplored wave grouping cha
racteristics come to Light as the predominant feature of wave processes. (C
) 2000 Elsevier Science Ltd. All rights reserved.