Estimating the state of a geophysical system with sparse observations: time delay methods to achieve accurate initial states for prediction

The problem of forecasting the behavior of a complex dynamical system through analysis of observational time-series data becomes difficult when the system expresses chaotic behavior and the measurements are sparse, in both space and/or time. Despite the fact that this situation is quite typical acro...

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Bibliographic Details
Main Authors: Z. An, D. Rey, J. Ye, H. D. I. Abarbanel
Format: Article
Language:English
Published: Copernicus Publications 2017-01-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/24/9/2017/npg-24-9-2017.pdf