Predicting Spatio-Temporal Time Series Using Dimension Reduced Local States

Jonas Isensee, George Datseris, Ulrich Parlitz

We present a method for both cross estimation and iterated time series prediction of spatio temporal dynamics based on reconstructed local states, PCA dimension reduction, and loca…