Nonlinear Time Series Analysis in the Geosciences

Applications in Climatology, Geodynamics and Solar-Terrestrial Physics

Editors:

ISBN: 978-3-540-78937-6 (Print) 978-3-540-78938-3 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages I-XIV

  2. Applications in Climatology and Atmospheric Sciences

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-16

      Subsampling Methodology for the Analysis of Nonlinear Atmospheric Time Series

    3. No Access

      Book Chapter

      Pages 17-34

      Global Patterns of Nonlinearity in Real and GCM-Simulated Atmospheric Data

    4. No Access

      Book Chapter

      Pages 35-59

      Prediction of Extreme Events

    5. No Access

      Book Chapter

      Pages 61-79

      Analysis of Geophysical Time Series Using Discrete Wavelet Transforms: An Overview

    6. No Access

      Book Chapter

      Pages 81-95

      Automatic Parameter Estimation in a Mesoscale Model Without Ensembles

    7. No Access

      Book Chapter

      Pages 97-124

      Towards Robust Nonlinear Multivariate Analysis by Neural Network Methods

    8. No Access

      Book Chapter

      Pages 125-154

      Complexity of Spatio-Temporal Correlations in Japanese Air Temperature Records

  3. Applications in Oceanography and Seismology

    1. Front Matter

      Pages 155-155

    2. No Access

      Book Chapter

      Pages 157-173

      Time Series Analysis of Sea-Level Records: Characterising Long-Term Variability

    3. No Access

      Book Chapter

      Pages 175-221

      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

    4. No Access

      Book Chapter

      Pages 223-244

      Fourier, Scattering, and Wavelet Transforms: Applications to Internal Gravity Waves with Comparisons to Linear Tidal Data

    5. No Access

      Book Chapter

      Pages 245-272

      Crustal Deformation Models and Time-Frequency Analysis of GPS Data from Deception Island Volcano (South Shetland Islands, Antarctica)

    6. No Access

      Book Chapter

      Pages 273-290

      Describing Seismic Pattern Dynamics by Means of Ising Cellular Automata

  4. Applications in Solar-Terrestrial Physics

    1. Front Matter

      Pages 291-291

    2. No Access

      Book Chapter

      Pages 293-309

      Template Analysis of the Hide, Skeldon, Acheson Dynamo

    3. No Access

      Book Chapter

      Pages 311-326

      Methods to Detect Solitons in Geophysical Signals: The Case of the Derivative Nonlinear Schrödinger Equation

    4. No Access

      Book Chapter

      Pages 327-353

      Detecting Oscillations Hidden in Noise: Common Cycles in Atmospheric, Geomagnetic and Solar Data

    5. No Access

      Book Chapter

      Pages 355-385

      Phase Coherence Analysis of Decadal-Scale Sunspot Activity on Both Solar Hemispheres

  5. Back Matter

    Pages 387-390