The coastal zone is an extremely dynamic system. Variations in the concentration of its major constituents occur rapidly
over space and time. This is in response to changes in bathymetry and tidal forces coupled with the influences of fronts,
upwelling zones and river inflow. Today's research on the functioning of estuarine and coastal ecosystems, as well as
attempts to quantify some of their biogeochemical fluxes are based on highly time consuming and costly sea campaigns
and laboratory analyses.
On September 2002, an airborne campaign using CASI sensor covered part of the Scheldt estuary (Belgium-
Netherlands coastal zone). A 13 sampling stations field survey was realised in order to cover as quickly as possible the
wide range of water quality encountered from the mouth of the estuary to the outer limit of the plume. Correlation was
searched between classical ground truth measurements and the rich information provided by numerous CASI-SWIR
spectral bands carefully chosen. These relations were not sufficient enough to derive synoptic view of the spatial
distribution of many biogeochemical parameters in the Scheldt estuary and plume.
In this research we found that some biogeochemical parameters of interest in estuaries and plumes that were retrieved
using imaging spectroscopy techniques as the MF (Matched filtering) and the MTMF (Mixture Tuned Matched
Filtering) are very encouraging. We showed that using those spectra based processing techniques we could accurately
obtained the concentration distribution of suspended particulate matter (SPM) and particulate organic matter (POM),
that we could not retrieved using the classical statistical techniques. Moreover, using the imaging spectroscopy
techniques we significantly improved the coloured dissolved organic matter (CDOM) concentration classification,
relatively to the results derived using the multiple regression technique.
|