Journal
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
Volume 56, Issue 2, Pages 100-120Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/S0924-2716(01)00041-7
Keywords
airborne LiDAR; image segmentation; distance transform; channel extraction; tidal channels; geomorphology
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Tidal channels play a fundamental role in the hydrodynamic and morphological processes operating within a tidal basin. Conventional means of mapping, intertidal zones are either too cumbersome or do not prod ide sufficient information for accurate quantitative measurements of the channels. This paper describes the use of airborne scanning altimetry (light detection and ranging-LiDAR) for studying tidal channel geomorphology. The main emphasis is, oil developing a technique for extracting tidal channels from LiDAR data, Some common existing techniques of fluvial channel extraction are evaluated with LiDAR data of tidal basins and found moderate in performance. A semiautomatic approach is proposed which has a performance better than that of existing techniques. This approach is realised using an adaptive height thresholding technique to locate channel fragments. A channel joining mechanism then connects the Channel fragments using a weighted distance transform. The paper also describes briefly an automatic procedure to carry out measurements oil the basin image and derive geomorphological parameters such as drainage density The results obtained illustrate differences, in the geomorphology of tidal and terrestrial basins. (C) 2001 Elsevier Science B.V. All rights reserved.
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