Time series analysis in meteorology and climatology: an introduction
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford [u.a.]
Wiley-Blackwell
2012
|
| Ausgabe: | 1. publ., 1. impression |
| Schriftenreihe: | Advancing weather and climate science
|
| Schlagworte: | |
| Online-Zugang: | lizenzfrei Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XI, 250 S. graph. Darst. 25 cm |
| ISBN: | 0470971991 9780470971994 |
Internformat
MARC
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| 100 | 1 | |a Duchon, Claude |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Time series analysis in meteorology and climatology |b an introduction |c Claude Duchon ; Robert Hale |
| 250 | |a 1. publ., 1. impression | ||
| 264 | 1 | |a Oxford [u.a.] |b Wiley-Blackwell |c 2012 | |
| 300 | |a XI, 250 S. |b graph. Darst. |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Advancing weather and climate science | |
| 500 | |a Includes bibliographical references and index | ||
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| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
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| 650 | 0 | 7 | |a Zeitreihenanalyse |0 (DE-588)4067486-1 |2 gnd |9 rswk-swf |
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| 856 | 4 | 2 | |m HBZ Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024891126&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-024891126 | ||
Datensatz im Suchindex
| _version_ | 1804149032739667968 |
|---|---|
| adam_text | Titel: Time series analysis in meteorology and climatology
Autor: Duchon, Claude E.
Jahr: 2012
Contents
Series foreword vii
Preface
ix
1. Fourier analysis 1
1.1 Overview and terminology 2
1.2 Analysis and synthesis 6
1.3 Example data sets 14
1.4 Statistical properties of the periodogram 23
1.5 Further important topics in Fourier analysis 47
Appendix l.A Subroutine foranx 83
Appendix l.B Sum of complex exponentials 86
Appendix l.C Distribution of harmonic variances 86
Appendix l.D Derivation of Equation 1.42 92
Problems 93
References 99
2. Linear systems 101
2.1 Input-output relationships 102
2.2 Evaluation of the convolution integral 104
2.3 Fourier transforms for analog data 110
2.4 The delta function 113
2.5 Special input functions 118
2.6 The frequency response function 122
2.7 Fourier transform of the convolution integral 128
2.8 Linear systems in series 130
2.9 Ideal interpolation formula 132
Problems 137
References 142
Vi CONTENTS
3. Filtering data 143
3.1 Recursive and nonrecursive filtering 144
3.2 Commonly used digital nonrecursive filters 150
3.3 Filter design 159
3.4 Lanczos filtering 161
Appendix 3.A Convolution of two running mean filters 173
Appendix 3.B Derivation of Equation 3.20 176
Appendix 3.C Subroutine sigma 177
Problems 180
References 182
4. Autocorrelation 183
4.1 Definition and properties 184
4.2 Formulas for the acvf and acf 188
4.3 The acvf and acf for stationary digital processes 192
4.4 The acvf and acf for selected processes 195
4.5 Statistical formulas 201
4.6 Confidence limits for the population mean 206
4.7 Variance of the acvf and acf estimators 211
Appendix 4.A Generating a normal random variable 215
Problems .- 216
References 221
5. Lagged-product spectrum analysis 223
5.1 The variance density spectrum 223
5.2 Relationship between the variance density spectrum and the acvf 226
5.3 Spectra of random processes 230
5.4 Spectra of selected processes 232
5.5 Smoothing the spectrum 236
Appendix 5.A Proof of Equation 5.11 239
Appendix 5.B Proof of Equation 5.12 240
Problems 241
References 243
Index 245
|
| any_adam_object | 1 |
| author | Duchon, Claude Hale, Robert 1940- |
| author_GND | (DE-588)1022466178 |
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| author_role | aut aut |
| author_sort | Duchon, Claude |
| author_variant | c d cd r h rh |
| building | Verbundindex |
| bvnumber | BV040034297 |
| classification_rvk | RB 10420 |
| ctrlnum | (OCoLC)778693997 (DE-599)GBV662307771 |
| dewey-full | 551.50151955 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.50151955 |
| dewey-search | 551.50151955 |
| dewey-sort | 3551.50151955 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Geographie |
| edition | 1. publ., 1. impression |
| format | Book |
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| id | DE-604.BV040034297 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:16:35Z |
| institution | BVB |
| isbn | 0470971991 9780470971994 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024891126 |
| oclc_num | 778693997 |
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| owner | DE-20 DE-703 DE-824 DE-19 DE-BY-UBM |
| owner_facet | DE-20 DE-703 DE-824 DE-19 DE-BY-UBM |
| physical | XI, 250 S. graph. Darst. 25 cm |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| 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 1. publ., 1. impression Oxford [u.a.] Wiley-Blackwell 2012 XI, 250 S. graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier Advancing weather and climate science Includes bibliographical references and index Meteorologie (DE-588)4038953-4 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Klimatologie (DE-588)4031178-8 gnd rswk-swf Zeitreihenanalyse (DE-588)4067486-1 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 http://www.wiley.com/go/duchon/timeseriesanalysis Student Companion Site lizenzfrei HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024891126&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Duchon, Claude Hale, Robert 1940- Time series analysis in meteorology and climatology an introduction Meteorologie (DE-588)4038953-4 gnd Statistik (DE-588)4056995-0 gnd Klimatologie (DE-588)4031178-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| subject_GND | (DE-588)4038953-4 (DE-588)4056995-0 (DE-588)4031178-8 (DE-588)4067486-1 |
| 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 | Meteorologie (DE-588)4038953-4 gnd Statistik (DE-588)4056995-0 gnd Klimatologie (DE-588)4031178-8 gnd Zeitreihenanalyse (DE-588)4067486-1 gnd |
| topic_facet | Meteorologie Statistik Klimatologie Zeitreihenanalyse |
| url | http://www.wiley.com/go/duchon/timeseriesanalysis http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024891126&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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