Time series analysis in meteorology and climatology: an introduction
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Chichester, West Sussex
Wiley-Blackwell
2012
|
| Schriftenreihe: | Advancing weather and climate science
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | "Time Series Analysis in Meteorology and Climatology provides an accessible overview of this notoriously difficult subject. Clearly structured throughout, the authors develop sufficient theoretical foundation to understand the basis for applying various analytical methods to a time series and show clearly how to interpret the results. Taking a unique approach to the subject, the authors use a combination of theory and application to real data sets to enhance student understanding throughout the book.This book is written for those students that have a data set in the form of a time series and are confronted with the problem of how to analyse this data. Each chapter covers the various methods that can be used to carry out this analysis with coverage of the necessary theory and its application. In the theoretical section topics covered include; the mathematical origin of spectrum windows, leakage of variance and understanding spectrum windows. The applications section includes real data sets for students to analyse. Scalar variables are used for ease of understanding for example air temperatures, wind speed and precipitation.Students are encouraged to write their own computer programmes and data sets are provided to enable them to recognize quickly whether their programme is working correctly- one data set is provided with artificial data and the other with real data where the students are required to physically interpret the results of their periodgram analysis.Based on the acclaimed and long standing course at the University of Oklahoma, the book is distinct in its approach to the subject matter in that it is written specifically for readers in meteorology and climatology and uses a mix of theory and application to real data sets"-- |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781119953104 9781119953098 9781119960980 9781119960997 9780470971994 |
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Datensatz im Suchindex
| _version_ | 1804152164814159872 |
|---|---|
| any_adam_object | |
| author | Duchon, Claude Hale, Robert 1940- |
| author_GND | (DE-588)1022466178 |
| author_facet | Duchon, Claude Hale, Robert 1940- |
| author_role | aut aut |
| author_sort | Duchon, Claude |
| author_variant | c d cd r h rh |
| building | Verbundindex |
| bvnumber | BV041829354 |
| classification_rvk | RB 10420 |
| collection | ZDB-35-WCT ZDB-35-WIC |
| contents | 1. Fourier Analysis -- 2. Linear Systems -- 3. Filtering Data -- 4. Autocorrelation -- 5. Lagged-Product Spectrum Analysis -- Index |
| ctrlnum | (OCoLC)781614602 (DE-599)BVBBV041829354 |
| dewey-full | 551.501/51955 |
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| dewey-ones | 551 - Geology, hydrology, meteorology |
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| dewey-search | 551.501/51955 |
| dewey-sort | 3551.501 551955 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Geographie |
| format | Electronic eBook |
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| id | DE-604.BV041829354 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:06:22Z |
| institution | BVB |
| isbn | 9781119953104 9781119953098 9781119960980 9781119960997 9780470971994 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027274272 |
| oclc_num | 781614602 |
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| owner_facet | DE-703 DE-861 |
| physical | 1 Online-Ressource |
| psigel | ZDB-35-WCT ZDB-35-WIC UBT_ZDB-35-WCT_2012 FRO_PDA_WIC UBG_PDA_WIC FHR_PDA_WIC |
| publishDate | 2012 |
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| publishDateSort | 2012 |
| publisher | Wiley-Blackwell |
| record_format | marc |
| series2 | Advancing weather and climate science |
| spelling | Duchon, Claude Verfasser aut Time series analysis in meteorology and climatology an introduction Claude Duchon ; Robert Hale Chichester, West Sussex Wiley-Blackwell 2012 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Advancing weather and climate science "Time Series Analysis in Meteorology and Climatology provides an accessible overview of this notoriously difficult subject. Clearly structured throughout, the authors develop sufficient theoretical foundation to understand the basis for applying various analytical methods to a time series and show clearly how to interpret the results. Taking a unique approach to the subject, the authors use a combination of theory and application to real data sets to enhance student understanding throughout the book.This book is written for those students that have a data set in the form of a time series and are confronted with the problem of how to analyse this data. Each chapter covers the various methods that can be used to carry out this analysis with coverage of the necessary theory and its application. In the theoretical section topics covered include; the mathematical origin of spectrum windows, leakage of variance and understanding spectrum windows. The applications section includes real data sets for students to analyse. Scalar variables are used for ease of understanding for example air temperatures, wind speed and precipitation.Students are encouraged to write their own computer programmes and data sets are provided to enable them to recognize quickly whether their programme is working correctly- one data set is provided with artificial data and the other with real data where the students are required to physically interpret the results of their periodgram analysis.Based on the acclaimed and long standing course at the University of Oklahoma, the book is distinct in its approach to the subject matter in that it is written specifically for readers in meteorology and climatology and uses a mix of theory and application to real data sets"-- 1. Fourier Analysis -- 2. Linear Systems -- 3. Filtering Data -- 4. Autocorrelation -- 5. Lagged-Product Spectrum Analysis -- Index Science Geology Physics SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Meteorology / Statistical methods fast Time-series analysis fast Geologie Geowissenschaften Naturwissenschaft Meteorology / Statistical methods Time-series analysis Zeitreihenanalyse (DE-588)4067486-1 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Klimatologie (DE-588)4031178-8 gnd rswk-swf Meteorologie (DE-588)4038953-4 gnd rswk-swf Meteorologie (DE-588)4038953-4 s Klimatologie (DE-588)4031178-8 s Zeitreihenanalyse (DE-588)4067486-1 s Statistik (DE-588)4056995-0 s DE-604 Hale, Robert 1940- Verfasser (DE-588)1022466178 aut https://onlinelibrary.wiley.com/doi/book/10.1002/9781119953104 Verlag Volltext |
| spellingShingle | Duchon, Claude Hale, Robert 1940- Time series analysis in meteorology and climatology an introduction 1. Fourier Analysis -- 2. Linear Systems -- 3. Filtering Data -- 4. Autocorrelation -- 5. Lagged-Product Spectrum Analysis -- Index Science Geology Physics SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Meteorology / Statistical methods fast Time-series analysis fast Geologie Geowissenschaften Naturwissenschaft Meteorology / Statistical methods Time-series analysis Zeitreihenanalyse (DE-588)4067486-1 gnd Statistik (DE-588)4056995-0 gnd Klimatologie (DE-588)4031178-8 gnd Meteorologie (DE-588)4038953-4 gnd |
| subject_GND | (DE-588)4067486-1 (DE-588)4056995-0 (DE-588)4031178-8 (DE-588)4038953-4 |
| title | Time series analysis in meteorology and climatology an introduction |
| title_auth | Time series analysis in meteorology and climatology an introduction |
| title_exact_search | Time series analysis in meteorology and climatology an introduction |
| title_full | Time series analysis in meteorology and climatology an introduction Claude Duchon ; Robert Hale |
| title_fullStr | Time series analysis in meteorology and climatology an introduction Claude Duchon ; Robert Hale |
| title_full_unstemmed | Time series analysis in meteorology and climatology an introduction Claude Duchon ; Robert Hale |
| title_short | Time series analysis in meteorology and climatology |
| title_sort | time series analysis in meteorology and climatology an introduction |
| title_sub | an introduction |
| topic | Science Geology Physics SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Meteorology / Statistical methods fast Time-series analysis fast Geologie Geowissenschaften Naturwissenschaft Meteorology / Statistical methods Time-series analysis Zeitreihenanalyse (DE-588)4067486-1 gnd Statistik (DE-588)4056995-0 gnd Klimatologie (DE-588)4031178-8 gnd Meteorologie (DE-588)4038953-4 gnd |
| topic_facet | Science Geology Physics SCIENCE / Earth Sciences / Meteorology & Climatology Meteorology / Statistical methods Time-series analysis Geologie Geowissenschaften Naturwissenschaft Zeitreihenanalyse Statistik Klimatologie Meteorologie |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781119953104 |
| work_keys_str_mv | AT duchonclaude timeseriesanalysisinmeteorologyandclimatologyanintroduction AT halerobert timeseriesanalysisinmeteorologyandclimatologyanintroduction |