Nonlinear Time Series Analysis in the Geosciences

Nonlinear Time Series Analysis in the Geosciences
Author :
Publisher : Springer Science & Business Media
Total Pages : 392
Release :
ISBN-10 : 9783540789376
ISBN-13 : 3540789375
Rating : 4/5 (76 Downloads)

Book Synopsis Nonlinear Time Series Analysis in the Geosciences by : Reik V. Donner

Download or read book Nonlinear Time Series Analysis in the Geosciences written by Reik V. Donner and published by Springer Science & Business Media. This book was released on 2008-08-18 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The understanding of dynamical processes in the complex system “Earth” requires the appropriate analysis of a large amount of data from observations and/or model simulations. In this volume, modern nonlinear approaches are introduced and used to study specifiic questions relevant to present-day geoscience. The approaches include spatio-temporal methods, time-frequency analysis, dimension analysis (in particular, for multivariate data), nonlinear statistical decomposition, methods designed for treating data with uneven sampling or missing values, nonlinear correlation and synchronization analysis, surrogate data techniques, network approaches, and nonlinear methods of noise reduction. This book aims to present a collection of state-of-the-art scientific contributions used in current studies by some of the world's leading scientists in this field.


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