A Guide to Empirical Orthogonal Functions for Climate Data Analysis

Nonfiction, Science & Nature, Science, Other Sciences, Meteorology, Biological Sciences, Environmental Science
Cover of the book A Guide to Empirical Orthogonal Functions for Climate Data Analysis by Antonio Navarra, Valeria Simoncini, Springer Netherlands
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Antonio Navarra, Valeria Simoncini ISBN: 9789048137022
Publisher: Springer Netherlands Publication: April 5, 2010
Imprint: Springer Language: English
Author: Antonio Navarra, Valeria Simoncini
ISBN: 9789048137022
Publisher: Springer Netherlands
Publication: April 5, 2010
Imprint: Springer
Language: English

Climatology and meteorology have basically been a descriptive science until it became possible to use numerical models, but it is crucial to the success of the strategy that the model must be a good representation of the real climate system of the Earth. Models are required to reproduce not only the mean properties of climate, but also its variability and the strong spatial relations between climate variability in geographically diverse regions. Quantitative techniques were developed to explore the climate variability and its relations between different geographical locations. Methods were borrowed from descriptive statistics, where they were developed to analyze variance of related observations-variable pairs, or to identify unknown relations between variables.

A Guide to Empirical Orthogonal Functions for Climate Data Analysis uses a different approach, trying to introduce the reader to a practical application of the methods, including data sets from climate simulations and MATLAB codes for the algorithms. All pictures and examples used in the book may be reproduced by using the data sets and the routines available in the book .

Though the main thrust of the book is for climatological examples, the treatment is sufficiently general that the discussion is also useful for students and practitioners in other fields.

Supplementary datasets are available via http://extra.springer.com

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Climatology and meteorology have basically been a descriptive science until it became possible to use numerical models, but it is crucial to the success of the strategy that the model must be a good representation of the real climate system of the Earth. Models are required to reproduce not only the mean properties of climate, but also its variability and the strong spatial relations between climate variability in geographically diverse regions. Quantitative techniques were developed to explore the climate variability and its relations between different geographical locations. Methods were borrowed from descriptive statistics, where they were developed to analyze variance of related observations-variable pairs, or to identify unknown relations between variables.

A Guide to Empirical Orthogonal Functions for Climate Data Analysis uses a different approach, trying to introduce the reader to a practical application of the methods, including data sets from climate simulations and MATLAB codes for the algorithms. All pictures and examples used in the book may be reproduced by using the data sets and the routines available in the book .

Though the main thrust of the book is for climatological examples, the treatment is sufficiently general that the discussion is also useful for students and practitioners in other fields.

Supplementary datasets are available via http://extra.springer.com

More books from Springer Netherlands

Cover of the book Studies in Temporal Urbanism by Antonio Navarra, Valeria Simoncini
Cover of the book Recent Advances in Crohn’s Disease by Antonio Navarra, Valeria Simoncini
Cover of the book Pedagogies of the Image by Antonio Navarra, Valeria Simoncini
Cover of the book Using and programming the Epson HX-20 portable computer by Antonio Navarra, Valeria Simoncini
Cover of the book Male and Female: An Approach to Thomas Mann’s Dialectic by Antonio Navarra, Valeria Simoncini
Cover of the book Technological Innovations in Sensing and Detection of Chemical, Biological, Radiological, Nuclear Threats and Ecological Terrorism by Antonio Navarra, Valeria Simoncini
Cover of the book Radical Constructivism in Mathematics Education by Antonio Navarra, Valeria Simoncini
Cover of the book Honeycomb Technology by Antonio Navarra, Valeria Simoncini
Cover of the book Motivations for Humanitarian intervention by Antonio Navarra, Valeria Simoncini
Cover of the book Dying and Dead Seas Climatic Versus Anthropic Causes by Antonio Navarra, Valeria Simoncini
Cover of the book Leading Student Assessment by Antonio Navarra, Valeria Simoncini
Cover of the book Urban Growth Analysis and Remote Sensing by Antonio Navarra, Valeria Simoncini
Cover of the book Africa from MIS 6-2 by Antonio Navarra, Valeria Simoncini
Cover of the book Chemistry Education and Sustainability in the Global Age by Antonio Navarra, Valeria Simoncini
Cover of the book Computational Chemistry by Antonio Navarra, Valeria Simoncini
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy