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Books > Science & Mathematics > Physics > Applied physics & special topics > Atmospheric physics
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Time Series Data Analysis in Oceanography - Applications using MATLAB (Hardcover, New edition)
Loot Price: R1,396
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Time Series Data Analysis in Oceanography - Applications using MATLAB (Hardcover, New edition)
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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.
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