Quantification of transients using empirical orthogonal functions

The method of empirical orthogonal functions (EOFs) is used to analyse spatio-temporal data obtained from simulations of heterogeneous catalysis. It is found that EOFs are well suited for the quantitative determination of transients in the data. The effectivity of the technique is demonstrated using synthetical data with an analytically known transient component.