Sand dynamics along the Belgian coast based on airborne hyperspectral data and lidar data
Bart Deronde, Rik Houthuys, Sindy Sterckx, Walter Debruyn and Dirk Fransaer
Abstract
The goal of this project was to explore the possibilities of airborne hyperspectral data
and airborne lidar data to study sand dynamics on the Belgian backshore and foreshore.
The Belgian coast is formed by a sandy strip at the southern edge of the North
Sea Basin which is commonly known as the Southern Bight. Since the beach is
prone to structural and occasional erosion, it is very important to obtain a better
understanding of the processes controlling it. The combination of
multi-temporal hyperspectral data and lidar data provides a suitable tool for
follow-up of the Belgian coastline, and sandy coastlines in general. Hyperspectral
imagery generates a reflectance spectrum for each pixel in the image. The shape
of this spectrum is influenced by the composition of the topsoil of the beach,
being mainly the mineralogical composition and the grain size. A Spectral Angle
Mapper (SAM) algorithm was used to perform a supervised classification of the
hyperspectral images in order to distinguish between different sand types. Digital
terrain models (DTM's) with a mean vertical accuracy of 5 cm were generated
from lidar data. By differencing a DTM from September 2000 and one from
September 2001 a map with sedimentation and erosion zones was generated. By
combining the erosion/sedimentation map with the classified hyperspectral
images, dating from August 2000 and August 2001, an appropriate and
cost-effective method was found for studying the processes of sand transport
along the Belgian coastline.
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History
Submitted: 07 June 2003
Revised: 08 January 2004
Accepted: 18 January 2004
Citation
Deronde B, R Houthuys, S Sterckx, W Debruyn & D Fransaer, 2004. Sand dynamics along the Belgian coast based on airborne hyperspectral data and lidar data. EARSeL eProceedings 3(1), 26-33
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ISSN 1729-3782
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