Time Series Data Analysis in Oceanography - Applications using MATLAB (Hardcover, New edition)

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.

General

Imprint:	Cambridge UniversityPress
Country of origin:	United Kingdom
Release date:	May 2022
Authors:	Chunyan Li
Dimensions:	251 x 174 x 32mm (L x W x T)
Format:	Hardcover
Pages:	300
Edition:	New edition
ISBN-13:	978-1-108-47427-6
Categories:	Books > Reference & Interdisciplinary > Communication studies > Data analysis Books > Science & Mathematics > Physics > Applied physics & special topics > Atmospheric physics Books > Earth & environment > Earth sciences > The hydrosphere > Oceanography (seas) Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
LSN:	1-108-47427-6
Barcode:	9781108474276

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