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A Wavelet based Algorithm to estimate Ocean Wave Group Parameters from Radar Images

Niedermeier, Andreas and Nieto-Borge, Jose Carlos and Lehner, Susanne and Schulz-Stellenfleth, Johannes (2005) A Wavelet based Algorithm to estimate Ocean Wave Group Parameters from Radar Images. IEEE Transactions on Geoscience and Remote Sensing, 43 (2), pp. 327-336.

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In recent years new remote sensing techniques have been developed to measure two-dimensional (2D) sea surface elevation fields. The availability of these data has led to the necessity to extend the classical analysis methods for one-dimensional (1D) buoy time series to two dimensions. This paper is concerned with the derivation of group parameters from 2D sea surface elevation fields using a wavelet based technique. Wave grouping is known to be an important factor in ship and offshore safety as it plays a role in dangerous resonance phenomenons and the generation of extreme waves. Synthetic aperture radar (SAR) data are used for the analysis. The wavelet technique is introduced using synthetic ocean surfaces and simulated SAR data. It is shown that the group structure of the ocean wave field can be recovered from the SAR image if the nonlinear imaging effects are moderate. The method is applied to a global data set of European Remote Sensing satellite (ERS-2) wave mode data. Different group parameters including the area covered by the largest group and the number of groups in a given area are calculated for over 33,000 SAR images. Global maps of the parameters are presented. For comparison classical 1D grouping parameters are calculated from colocated wave model data showing good overall agreement with the wavelet derived parameters. ERS-2 image mode data are used to study wave fields in coastal areas. Waves approaching the island of Sylt in the North Sea are investigated, showing the potential of the wavelet technique to analyze the spatial wave dynamics associated with the bottom topography. Observations concerning changes of wavelength and group parameters are compared to linear wave theory.

Item URL in elib:https://elib.dlr.de/8171/
Document Type:Article
Additional Information: LIDO-Berichtsjahr=2004,
Title:A Wavelet based Algorithm to estimate Ocean Wave Group Parameters from Radar Images
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Journal or Publication Title:IEEE Transactions on Geoscience and Remote Sensing
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:Yes
Page Range:pp. 327-336
Keywords:Ocean waves, group parameters, SAR, wavelets, edge detection, imagettes
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):UNSPECIFIED
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute
Deposited By: DLR-Beauftragter, elib
Deposited On:13 Feb 2006
Last Modified:06 Jan 2010 22:26

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