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University of Bremen (where the work was done...): Institute for Environmental Physics PHAROS group SAT group Software All figures except for the contour advection simulation were plotted in Interactive Data Language (IDL) Advected contours were plotted using the Generic Mapping Tool (GMT) Animation frames were pasted together with ImageMagick Competing algorithms Teuvo Kohonen's Learning Vector Quantization (LVQ) LIBSVM: a library for Support Vector Machines Data AMSU passive microwave satellite radiometry data AMSR-E passive microwave satellite radiometry data Landsat data NCEP reanalysis and forecast data ECMWF reanalysis and forecast data libagf is a Peteysoft project