EGU General Assembly 2008
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Nonlinear Processes in Geophysics
Nonlinear Processes: in Geosciences (General)
Dynamical Systems Approaches to Problems in the Geosciences
Scale, scaling and nonlinear variability in geosciences
Chaos and nonlinear time series analysis
Predictability
Turbulence and Diffusion
Nonlinear Waves
Sessions of Special Interest for Nonlinear Processes in Geophysics
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Atmospheric Sciences
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Geodesy
Geodynamics
Geomorphology
Geosciences Instrumentation & Data Systems
Hydrological Sciences
Isotopes in Geosciences: Instrumentation and Applications
Magnetism, Palaeomagnetism, Rock Physics & Geomaterials
Natural Hazards
Nonlinear Processes in Geophysics
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Planetary & Solar System Sciences
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  Information - NP2.05 Empirical Dynamical Modelling in the Geosciences

Event Information
Empirical dynamical models derived from data by an inverse modelling approach are complementary to models derived directly from physical principles. They are often useful for system diagnosis, understanding, prediction and modelling.

This session is devoted to all aspects of empirical models, both their estimation from data and properties of the models themselves. The models may be linear or nonlinear, deterministic and/or stochastic. Topics include but are not limited to linear Markov models, Markov chains, hidden Markov models, mixture models, reduced-order modelling and regression models of all kind. Applications may come from atmospheric and oceanic sciences, climatology, palaeoclimatology, hydrology and ecology.

Preliminary List of Solicited Speakers

Co-Sponsorship

General Statement
The information contained hereafter has been compiled and uploaded by the Session Organizers via the "Organizer Session Form". The Session Organizers have therefore the sole responsibility that this information is true and accurate at the date of publication, and the conference organizer cannot accept any legal responsibility for any errors or omissions that may be made, and he makes no warranty, expressed or implied, with regard to the material published.



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