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

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 conce...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Donner, Reik V. (Editor ), Barbosa, Susana M. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Lecture Notes in Earth Sciences, 112
Temas:
Geotechnical engineering.
Climatology.
Geophysics.
Geotechnical Engineering and Applied Earth Sciences.
Climate Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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