Nonstationary time series prediction combined with slow feature analysis

Almost all climate time series have some degree of nonstationarity due to external driving forces perturbing the observed system. Therefore, these external driving forces should be taken into account when constructing the climate dynamics. This paper presents a new technique of obtaining the driving...

Full description

Bibliographic Details
Main Authors: G. Wang, X. Chen
Format: Article
Language:English
Published: Copernicus Publications 2015-07-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/22/377/2015/npg-22-377-2015.pdf