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Nonlinear time series analysis in the geosciences : applications in climatology, geodynamics and solar-terrestral physics

Author: Reik V Donner; Susana M Barbosa
Publisher: Berlin ; London : Springer, 2008.
Series: Lecture notes in earth sciences, 112.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book presents recent developments in nonlinear time series which have been motivated by present day problems in geosciences. Modern methods of spatio-temporal data analysis, time-frequency analysis, dimension analysis, nonlinear correlation and synchronization analysis and other nonlinear concepts are used to study emerging questions in climatology, geophysics, solar-terrestrial physics and related scientific  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Nonlinear time series analysis in the geosciences.
Berlin ; London : Springer, 2008
(OCoLC)222164430
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Reik V Donner; Susana M Barbosa
ISBN: 9783540789383 3540789383 9783540789376 3540789375
OCLC Number: 288440354
Description: 1 online resource (: v.: digital.
Contents: Applications in Climatology and Atmospheric Sciences --
Subsampling Methodology for the Analysis of Nonlinear Atmospheric Time Series --
Global Patterns of Nonlinearity in Real and GCM-Simulated Atmospheric Data --
Prediction of Extreme Events --
Analysis of Geophysical Time Series Using Discrete Wavelet Transforms: An Overview --
Automatic Parameter Estimation in a Mesoscale Model Without Ensembles --
Towards Robust Nonlinear Multivariate Analysis by Neural Network Methods --
Complexity of Spatio-Temporal Correlations in Japanese Air Temperature Records --
Applications in Oceanography and Seismology --
Time Series Analysis of Sea-Level Records: Characterising Long-Term Variability --
Empirical Global Ocean Tide and Mean Sea Level Modeling Using Satellite Altimetry Data Case Study: A New Empirical Global Ocean Tide and Mean Sea Level Model Based on Jason-1 Satellite Altimetry Observations --
Fourier, Scattering, and Wavelet Transforms: Applications to Internal Gravity Waves with Comparisons to Linear Tidal Data --
Crustal Deformation Models and Time-Frequency Analysis of GPS Data from Deception Island Volcano (South Shetland Islands, Antarctica) --
Describing Seismic Pattern Dynamics by Means of Ising Cellular Automata --
Applications in Solar-Terrestrial Physics --
Template Analysis of the Hide, Skeldon, Acheson Dynamo --
Methods to Detect Solitons in Geophysical Signals: The Case of the Derivative Nonlinear Schrödinger Equation --
Detecting Oscillations Hidden in Noise: Common Cycles in Atmospheric, Geomagnetic and Solar Data --
Phase Coherence Analysis of Decadal-Scale Sunspot Activity on Both Solar Hemispheres.
Series Title: Lecture notes in earth sciences, 112.
Responsibility: edited by Reik V. Donner, Susana M. Barbosa.

Abstract:

In this volume, modern nonlinear approaches are introduced and used to study specific questions relevant to present-day geoscience. The book aims to present a collection of state-of-the-art  Read more...

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