rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Nonlinear Time Series Analysis in the Geosciences
    sub title: Applications in Climatology, Geodynamics and Solar-Terrestrial Physics
  name:
    name part: Donner, Reik V.
    role:
      role term: editor.
  name:
    name part: Barbosa, Susana M.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2008
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIV, 390 p. online resource.
  abstract: 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 disciplines. This volume collects contributions of some of the world's leading experts in geoscientific time series analysis. The methods presented may help researchers as well as practitioners to significantly improve their understanding of the data.
  table of 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.
  note: edited by Reik V. Donner, Susana M. Barbosa.
  subject:
    topic: Earth sciences
  subject:
    topic: Climatology
  subject:
    topic: Geophysics
  subject:
    topic: Geotechnical engineering
  subject:
    topic: Earth Sciences
  subject:
    topic: Geotechnical Engineering & Applied Earth Sciences
  subject:
    topic: Climatology
  subject:
    topic: Geophysics/Geodesy
  classification: TA703-705.4
  classification: 624.151
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Earth Sciences, 112
  identifier: 9783540789383
  identifier: http://dx.doi.org/10.1007/978-3-540-78938-3
  record info:
    record creation date: 100301
    record change date: 20151204142450.0
    record identifier: 978-3-540-78938-3