Time Series Data Analysis in Oceanography: Applications using MATLAB

Li, Chunyan

ISBN 10: 1108474276 / ISBN 13: 9781108474276

Published by Cambridge University Press, 2022

About this Item

Seller Inventory # ABE-1768213033352

Bibliographic Details

• Title: Time Series Data Analysis in Oceanography: Applications using MATLAB
• Publisher: Cambridge University Press
• Publication Date: 2022
• Language: English
• ISBN 10: 1108474276
• ISBN 13: 9781108474276
• Binding: Hardcover
• Condition: New
• Dimensions: 2.69W x 16.99H x 24.41D centimeters 2.69 centimeters width by 16.99 centimeters height by 24.41 centimeters depth
• Weight: 1006 grams

About this title

Synopsis

Chunyan Li is a course instructor with many years of experience in teaching about time series analysis. His book is essential for students and researchers in oceanography and other subjects in the Earth sciences, looking for a complete coverage of the theory and practice of time series data analysis using MATLAB. This textbook covers the topic's core theory in depth, and provides numerous instructional examples, many drawn directly from the author's own teaching experience, using data files, examples, and exercises. The book explores many concepts, including time; distance on Earth; wind, current, and wave data formats; finding a subset of ship-based data along planned or random transects; error propagation; Taylor series expansion for error estimates; the least squares method; base functions and linear independence of base functions; tidal harmonic analysis; Fourier series and the generalized Fourier transform; filtering techniques: sampling theorems: finite sampling effects; wavelet analysis; and EOF analysis.

About the Author

Chunyan Li is Professor and Mobil Distinguished Professor of Marine Geology in the Department of Oceanography and Coastal Sciences at Louisiana State University. He is Director of the Wave-Current-Surge Information System (WAVCIS), part of the Gulf Coastal Ocean Observing System (GCOOS), which collects real time meteorological and oceanographic data. Li's research focusses on coastal physical oceanography, estuarine dynamics, innovative ocean observations, atmospheric-oceanic observing systems, storm surge and severe weather induced ocean response. He has published almost a hundred peer-reviewed papers, many of which have involved ocean time series analysis and associated theories and dynamical processes in estuaries and the coastal ocean.