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Time series data analysis in oceanographyapplications using MATLAB /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Time series data analysis in oceanographyChunyan Li.
其他題名:	applications using MATLAB /
作者:	Li, Chunyan.
出版者:	Cambridge :Cambridge University Press,2022.
面頁冊數:	xv, 465 p. :ill., digital ;25 cm.
附註:	Title from publisher's bibliographic system (viewed on 07 Apr 2022).
標題:	OceanographyStatistical methods.
電子資源:	https://doi.org/10.1017/9781108697101
ISBN:	9781108697101$q(electronic bk.)

Time series data analysis in oceanographyapplications using MATLAB /
Li, Chunyan.

Time series data analysis in oceanographyapplications using MATLAB /[electronic resource] :Chunyan Li. - Cambridge :Cambridge University Press,2022. - xv, 465 p. :ill., digital ;25 cm.

Title from publisher's bibliographic system (viewed on 07 Apr 2022).

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.

ISBN: 9781108697101$q(electronic bk.)Subjects--Uniform Titles:

MATLAB
--Textbooks.Subjects--Topical Terms:

280998
Oceanography
--Statistical methods.

LC Class. No.: GC10.4.S7 / L5 2022

Dewey Class. No.: 551.460727

Time series data analysis in oceanographyapplications using MATLAB /
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245 1 0 $a Time series data analysis in oceanography $h [electronic resource] : $b applications using MATLAB / $c Chunyan Li.
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500 $a Title from publisher's bibliographic system (viewed on 07 Apr 2022).
520 $a 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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