Before revision:  Here, we present a method that combines wavelet analysis and non-stationary surrogates to detect  spatial coherent patterns in non- stationary multivariate time-series.
After revision:  Here, we present a method that combines wavelet analysis and non-stationary surrogates to detect spatial coherent patterns from multivari- ate time-series.