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Nonlinear Time Series Analysis in the Geosciences: Applications in Climatology, Geodynamics and Solar-terrestrial Physics

Series: Lecture Notes in Earth System Sciences Volume: 112

Edited By: Reik V Donner and Susana M Barbosa

404 pages, illus, tabs

Springer-Verlag

Hardback | Aug 2008 | #182942 | ISBN-13: 9783540789376
Availability: Usually dispatched within 1 week Details
NHBS Price: £163.00 $216/€184 approx

About this book

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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