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Time Series Analysis in Meteorology and Climatology ~ by Claude Duchon / Robert
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N.º de artículo de eBay:256910471061
Características del artículo
- Estado
- En buen estado
- Notas del vendedor
- Publication Date
- 2011-12-30
- Book Title
- Time Series Analysis in Meteorology and Climatology: An Introduct
- ISBN
- 9780470971994
Acerca de este producto
Product Identifiers
Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0470971991
ISBN-13
9780470971994
eBay Product ID (ePID)
109465643
Product Key Features
Number of Pages
262 Pages
Publication Name
Time Series Analysis in Meteorology and Climatology : an Introduction
Language
English
Subject
Earth Sciences / Meteorology & Climatology, Probability & Statistics / Time Series
Publication Year
2011
Type
Textbook
Subject Area
Mathematics, Science
Series
Advancing Weather and Climate Science Ser.
Format
Hardcover
Dimensions
Item Height
0.7 in
Item Weight
22.9 Oz
Item Length
9.9 in
Item Width
6.9 in
Additional Product Features
Intended Audience
Scholarly & Professional
LCCN
2011-030428
Dewey Edition
23
Reviews
"In summary, I unequivocally endorse this book as a valuable contribution to the literature of time series analysis in the geosciences. It is clear and includes examples that make it accessible for students; knowledgeable practitioners will also gain new insights from this book." ( Bulletin of the American Meteorological Society , 1 September 2012)
Illustrated
Yes
Dewey Decimal
551.501/51955
Table Of Content
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 1.A Subroutine foranx 83 Appendix 1.B Sum of complex exponentials 86 Appendix 1.C Distribution of harmonic variances 86 Appendix 1.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 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
Synopsis
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 and part of the RMetS Advancing Weather and Climate Science Series, this 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., 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.
LC Classification Number
QC861.3
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Brick Wall Books
100% de votos positivos•11 mil artículos vendidos
Registrado como vendedor particularPor tanto, no se aplican los derechos de los consumidores derivados de las leyes de protección de los consumidores de la UE. La Garantía al cliente de eBay sigue aplicando a la mayoría de compras. Más informaciónMás información
Votos de vendedor (4.271)
- 3***- (172)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaOne of the best sellers on eBay! Great description of the item, the item was in great condition, great price, lightning fast shipping with excellent packaging and great communication. It was a pleasure & will be purchasing from again! A++The Database Hacker's Handbook: Defending Database Servers ~ Paperback (#256457108433)
- 4***o (77)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaSeller was super kind and sold to me at a great price. Very kind, communicative and made sure the item was wrapped well and shipped quickly. Thank you!
- n***n (2741)- Votos emitidos por el comprador.Último añoCompra verificadaThis is my first time purchasing from this seller, but it will not be my last. Magazine arrived in great condition. Packaging was secure and it arrived quickly. All at a more than fair price. I highly recommend this seller!Texas Monthly ~ Manziel: Johnny F#@%ing Football ~ Sept. 2013 ~ Johnny Manziel (#256634589435)