Highlight time series analysis methods already applied in econometrics, signal processing, health, etc. to the environmental marine domain

Assess advantages and inconvenients

Compare classical techniques with more recent ones

Coastal hydrodynamics is characterized by strong interactions with bottom, surface fluxes and river inputs which lead to numerous physical processes at stake.

High frequency monitoring stations of coastal water will deliver an increasingly amount of time series which require adequate tools to be fully exploited.

Observations of temperature, salinity and turbidity provide examples of the wide range of statistical properties of environmental time series. We present a methodology and some innovative tools which are dedicated to theses analysis.