DocumentCode :
44004
Title :
Analysis of Internal Wave Signatures in Marine Radar Data
Author :
Lund, Bjorn ; Graber, Hans C. ; Jingshuang Xue ; Romeiser, Roland
Author_Institution :
Rosenstiel Sch. of Marine & Atmos. Sci., Univ. of Miami, Miami, FL, USA
Volume :
51
Issue :
9
fYear :
2013
fDate :
Sept. 2013
Firstpage :
4840
Lastpage :
4852
Abstract :
Satellite images have long been used to study surface manifestations of internal waves (IWs). More recently, marine X-band radar data have been employed to retrieve IW packet parameters. Marine radars have the advantage over satellite systems that their high temporal resolution enables the study of the IW evolution. Until today, no method to automatically detect IW surface signatures in marine radar data has been suggested. In this paper, we present a new fully automated tool to retrieve IW signatures from marine radar image sequences. First, after various preprocessing steps, the IW packet velocity is determined using a combination of localized Radon transform and cross-correlation techniques. Temporal averaging of the marine radar data significantly enhances the IW signatures. The knowledge of the IW packet velocity is used to correct for the IW motion, enabling us to extend the averaging period, which further enhances the IW signal. An IW-motion correction is necessary because, otherwise, the IW signal would become smeared if the averaging period were much longer than the time it takes the IW to propagate between radar resolution cells. The IW-enhanced images are then utilized for the IW signature analysis. Here, we identify local backscatter peaks and exploit the marine radar´s high temporal resolution to distinguish signal from noise. The resulting series of IW soliton maps provides information on changes in soliton wavelength, velocity, and backscatter intensity. Our marine radar IW signature analysis tool therefore offers a great opportunity of studying the spatiotemporal evolution of IWs as they grow and decay.
Keywords :
ocean waves; remote sensing by radar; cross-correlation technique; fully automated tool; internal wave motion correction; internal wave packet velocity; internal wave signature analysis; internal wave soliton maps; internal wave spatiotemporal evolution; internal wave surface manifestations; internal wave surface signatures; internal wave-enhanced images; localized Radon transform technique; marine X-band radar data; marine radar image sequences; radar resolution cells; satellite images; Backscatter; Marine vehicles; Radar antennas; Radar imaging; Sea surface; Spaceborne radar; Internal waves (IWs); localized Radon transform; marine radar; sea surface; signal analysis;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2012.2230635
Filename :
6450084
Link To Document :
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