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Analysis of Climate Variability: Applications of Statistical Techniques
 
 
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Analysis of Climate Variability: Applications of Statistical Techniques [Hardcover]

H. von Storch (Editor), A. Navarra (Editor)

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Book Description

November 23, 1999 3540663150 978-3540663157 2nd updated a. extended ed.
Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Good physical understanding of the specific problems in climate research is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on these general principles. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.

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From the Back Cover

Various problems in climate research, which require the use of advanced statistical techniques, are considered in this book. The examples emphasize the notion that the knowledge of statistical techniques alone is not sufficient. Instead, good physical understanding of the specific problems in climate research, such as the enormous size of the phase space, the correlation of processes on different time and space scales and the availability of essentially one observational record, is needed to guide the researcher in choosing the right approach to obtain meaningful answers. The second edition of this book, originally based on contributions given during a school sponsored by the European Union on the Italian island of Elba, continues to be based on the general principles that made the first edition a popular choice. The general outline has been kept the same, covering aspects such as the examination of the observational record, stochastic climate models, analytical techniques, e.g. EOF, teleconnections and so on, but the chapters have been revised and updated, in some cases extensively, to cover the advances in the field in the years since the first edition.

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Inside This Book (learn more)
First Sentence:
The geophysical sciences in general and climate research in particular have always played a special role among the other scientific disciplines for their special relationship with the object of their study. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
canonical correlation patterns, free atmosphere variables, categorical forecasts, counting norm, weather classification scheme, random forecasts, stochastic climate model, mean chronology, continuous forecasts, persistence forecasts, decorrelation time, guess vectors, guess patterns, theoretical signal, atmospheric variability, weather classes, scalar tests, equivalent sample size, teleconnection patterns, field significance, permutation techniques, precipitation occurrences, atmospheric variables, rainfall occurrences, atmospheric response
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Monte Carlo, North Atlantic, Southern Hemisphere, Central European, Guinea Coast, United States, British Isles, North America, Indian Ocean, Singular Value Decomposition, Canonical Correlation Analysis, Empirical Orthogonal Functions, South Atlantic, West Africa, Marine Atmosphere Associated, Mediterranean Sea, Observed Category, Ocean Weather Station, Soviet Union, Gulf Stream, Misuses Figure, Univariate Analysis
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