Directional Spectra-Based Clustering for Visualizing Patterns of Ocean Waves and Winds

DOI10.1080/10618600.2019.1575745OpenAlexW2913145366MaRDI QIDQ3391275

Ying Sun, Carolina Euán

Publication date: 28 March 2022

Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10754/631109

zbMATH Keywords

time seriesspectral analysisfunctional data analysisfunctional boxplotdirectional energy distribution

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items

Estimation and clustering of directional wave spectra ⋮ Comments on ``Data science, big data and statistics

Uses Software

• R
• ggplot2
• Ebimage
• HSMClust

Cites Work

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• The hierarchical spectral merger algorithm: a new time series clustering procedure
• Random Seas and Design of Maritime Structures
• The statistical analysis of a random, moving surface
• Ocean Waves
• On the Concept of Depth for Functional Data
• Time series clustering using the total variation distance with applications in oceanography