000			01643nam a22002057a 4500
005			20250507135019.0
008			250507b2022 |||||||| |||| 00| 0 eng d
020			_a9781108474276
082			_a551.460727 LI-C
100			_aLi, Chunyan
245			_aTime series data analysis in oceanography : _bapplications using MATLAB / _cChunyan Li
260			_aIndia _bCambridge University Press _c2022
300			_a465p.
500			_aChunyan 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.
650			_aOceanography - Statistical methods
650			_aTime series analysis
650			_aMATLAB -
650			_aBISAC Science - Earth Sciences
650			_aOceanography
999			_c93478 _d93478