Db. Percival et Ho. Mofjeld, ANALYSIS OF SUBTIDAL COASTAL SEA-LEVEL FLUCTUATIONS USING WAVELETS, Journal of the American Statistical Association, 92(439), 1997, pp. 868-880
Subtidal coastal sea level fluctuations affect coastal ecosystems and
the consequences of destructive events such as tsunamis. We analyze a
time series of subtidal fluctuations at Crescent City, California, dur
ing 1980-1991 using the maximal overlap discrete wavelet transform (MO
DWT). Our analysis shows that the variability in these fluctuations de
pends on the season for scales of 32 days and less. We show how the MO
DWT characterizes nonstationary behavior succinctly and how this chara
cterization can be used to improve forecasts of inundation during tsun
amis and storm surges. Pie provide pseudocode and enough details so th
at data analysts in other disciplines can readily apply MODWT analysis
to other nonstationary time series.