Nonlinear Time Series Analysis in the Geosciences

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.