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

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Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Subsampling Methodology for the Analysis of Nonlinear Atmospheric Time Series....Pages 3-16
Global Patterns of Nonlinearity in Real and GCM-Simulated Atmospheric Data....Pages 17-34
Prediction of Extreme Events....Pages 35-59
Analysis of Geophysical Time Series Using Discrete Wavelet Transforms: An Overview....Pages 61-79
Automatic Parameter Estimation in a Mesoscale Model Without Ensembles....Pages 81-95
Towards Robust Nonlinear Multivariate Analysis by Neural Network Methods....Pages 97-124
Complexity of Spatio-Temporal Correlations in Japanese Air Temperature Records....Pages 125-154
Front Matter....Pages 155-155
Time Series Analysis of Sea-Level Records: Characterising Long-Term Variability....Pages 157-173
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....Pages 175-221
Fourier, Scattering, and Wavelet Transforms: Applications to Internal Gravity Waves with Comparisons to Linear Tidal Data....Pages 223-244
Crustal Deformation Models and Time-Frequency Analysis of GPS Data from Deception Island Volcano (South Shetland Islands, Antarctica)....Pages 245-272
Describing Seismic Pattern Dynamics by Means of Ising Cellular Automata....Pages 273-290
Front Matter....Pages 291-291
Template Analysis of the Hide, Skeldon, Acheson Dynamo....Pages 293-309
Methods to Detect Solitons in Geophysical Signals: The Case of the Derivative Nonlinear Schrödinger Equation....Pages 311-326
Detecting Oscillations Hidden in Noise: Common Cycles in Atmospheric, Geomagnetic and Solar Data....Pages 327-353
Phase Coherence Analysis of Decadal-Scale Sunspot Activity on Both Solar Hemispheres....Pages 355-385
Back Matter....Pages 387-390