Time series data analysis in oceanography: applications using MATLAB
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...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2022
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| Schlagworte: | |
| Online-Zugang: | BSB01 BTU01 FHN01 URL des Erstveröffentlichers |
| Zusammenfassung: | 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 07 Apr 2022) |
| Beschreibung: | 1 Online-Ressource (xv, 465 Seiten) |
| ISBN: | 9781108697101 |
| DOI: | 10.1017/9781108697101 |
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| isbn | 9781108697101 |
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| spelling | Li, Chunyan ca. 20./21. Jh. (DE-588)1257897004 aut Time series data analysis in oceanography applications using MATLAB Chunyan Li Cambridge Cambridge University Press 2022 1 Online-Ressource (xv, 465 Seiten) txt rdacontent c rdamedia cr rdacarrier 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 MATLAB Oceanography / Statistical methods Time-series analysis Statistik (DE-588)4056995-0 gnd rswk-swf Meereskunde (DE-588)4074685-9 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf MATLAB (DE-588)4329066-8 s Meereskunde (DE-588)4074685-9 s Zeitreihenanalyse (DE-588)4067486-1 s Statistik (DE-588)4056995-0 s DE-604 Erscheint auch als Druck-Ausgabe 978-1-108-47427-6 https://doi.org/10.1017/9781108697101 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Li, Chunyan ca. 20./21. Jh Time series data analysis in oceanography applications using MATLAB MATLAB Oceanography / Statistical methods Time-series analysis Statistik (DE-588)4056995-0 gnd Meereskunde (DE-588)4074685-9 gnd MATLAB (DE-588)4329066-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4074685-9 (DE-588)4329066-8 (DE-588)4067486-1 |
| title | Time series data analysis in oceanography applications using MATLAB |
| title_auth | Time series data analysis in oceanography applications using MATLAB |
| title_exact_search | Time series data analysis in oceanography applications using MATLAB |
| title_exact_search_txtP | Time series data analysis in oceanography applications using MATLAB |
| title_full | Time series data analysis in oceanography applications using MATLAB Chunyan Li |
| title_fullStr | Time series data analysis in oceanography applications using MATLAB Chunyan Li |
| title_full_unstemmed | Time series data analysis in oceanography applications using MATLAB Chunyan Li |
| title_short | Time series data analysis in oceanography |
| title_sort | time series data analysis in oceanography applications using matlab |
| title_sub | applications using MATLAB |
| topic | MATLAB Oceanography / Statistical methods Time-series analysis Statistik (DE-588)4056995-0 gnd Meereskunde (DE-588)4074685-9 gnd MATLAB (DE-588)4329066-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| topic_facet | MATLAB Oceanography / Statistical methods Time-series analysis Statistik Meereskunde Zeitreihenanalyse |
| url | https://doi.org/10.1017/9781108697101 |
| work_keys_str_mv | AT lichunyan timeseriesdataanalysisinoceanographyapplicationsusingmatlab |