Complex Principal Component Analysis of Wave-Like Sand Motionsby Guoxiong Liang, Univ of California, San Diego, United States,
Richard J. Seymour, Univ of California, San Diego, United States,
Document Type: Proceeding Paper
Part of: Coastal Sediments
Abstract: Complex Principal Component Analysis is applied to bathymetric data from the SUPERDUCK experiment at Duck, NC. This approach is shown to describe more of the variation with fewer functions than conventional PCA. Further, it is shown to detect coherent wave-like sand motions through the data set, which can not be detected without complex analysis. These techniques are applied both to cross-shore and to alongshore profiles. Wave-like sand motions are detected in both directions in this data set.
Subject Headings: Sand waves | Sand (hydraulic) | Motion (dynamics) | Soil analysis | Data analysis | Bathymetry | North Carolina
Services: Buy this book/Buy this article
Return to search