Time series data analysis in oceanography: applications 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,...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, United Kingdom ; New York, NY
Cambridge University Press
[2022]
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| Schlagworte: | |
| Zusammenfassung: | 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: | XV, 465 Seiten Diagramme, Karten |
| ISBN: | 9781108474276 |
Internformat
MARC
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| 264 | 1 | |a Cambridge, United Kingdom ; New York, NY |b Cambridge University Press |c [2022] | |
| 300 | |a XV, 465 Seiten |b Diagramme, Karten | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 505 | 8 | |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. | |
| 520 | 3 | |a 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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Datensatz im Suchindex
| _version_ | 1804184041217327104 |
|---|---|
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| author | Li, Chunyan ca. 20./21. Jh |
| author_GND | (DE-588)1257897004 |
| author_facet | Li, Chunyan ca. 20./21. Jh |
| author_role | aut |
| author_sort | Li, Chunyan ca. 20./21. Jh |
| author_variant | c l cl |
| building | Verbundindex |
| bvnumber | BV048247363 |
| callnumber-first | G - Geography, Anthropology, Recreation |
| callnumber-label | GC10 |
| callnumber-raw | GC10.4.S7 |
| callnumber-search | GC10.4.S7 |
| callnumber-sort | GC 210.4 S7 |
| callnumber-subject | GC - Oceanography |
| contents | 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. |
| ctrlnum | (OCoLC)1335410133 (DE-599)KXP1770678573 |
| dewey-full | 551.46072/7 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.46072/7 |
| dewey-search | 551.46072/7 |
| dewey-sort | 3551.46072 17 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie |
| discipline_str_mv | Geologie / Paläontologie |
| format | Book |
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| id | DE-604.BV048247363 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T19:56:10Z |
| indexdate | 2024-07-10T09:33:02Z |
| institution | BVB |
| isbn | 9781108474276 |
| language | English |
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| physical | XV, 465 Seiten Diagramme, Karten |
| publishDate | 2022 |
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| publisher | Cambridge University Press |
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| spelling | Li, Chunyan ca. 20./21. Jh. Verfasser (DE-588)1257897004 aut Time series data analysis in oceanography applications using MATLAB Chunyan Li Cambridge, United Kingdom ; New York, NY Cambridge University Press [2022] XV, 465 Seiten Diagramme, Karten txt rdacontent n rdamedia nc rdacarrier 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. Statistik (DE-588)4056995-0 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Meereskunde (DE-588)4074685-9 gnd rswk-swf Time-series analysis Oceanography / Statistical methods 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 |
| spellingShingle | Li, Chunyan ca. 20./21. Jh 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 using MATLAB. Statistik (DE-588)4056995-0 gnd MATLAB (DE-588)4329066-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Meereskunde (DE-588)4074685-9 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4329066-8 (DE-588)4067486-1 (DE-588)4074685-9 |
| 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 | Statistik (DE-588)4056995-0 gnd MATLAB (DE-588)4329066-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd Meereskunde (DE-588)4074685-9 gnd |
| topic_facet | Statistik MATLAB Zeitreihenanalyse Meereskunde |
| work_keys_str_mv | AT lichunyan timeseriesdataanalysisinoceanographyapplicationsusingmatlab |