The aim of the paper is to determine features of seismograms of earthquakes, refraction explosions and quarry blasts, which could be utilized for an automatic seismic discrimination in North Western Bohemia. Amplitude, frequency and polarization analysis were used to determine distinguishable properties of earthquakes and explosion sources.