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 short-lived spatial coherent patterns in non- stationary multivariate time-series.