“…Therefore, a key issue of a study of ULF anomalies is to discriminate signals related to EQs from signals of other origin. Different methods have been proposed to solve this problem, such as the polarization analysis of EM waves (Kawate et al, 1998;Kotsarenko et al, 2004Kotsarenko et al, , 2005Hayakawa et al, 2008); fractal and multi-fractal analysis (Hayakawa et al, 1999;Gotoh et al, 2003;Smirnova et al, 2004;Kotsarenko et al, 2004Kotsarenko et al, , 2005Kotsarenko et al, , 2007; the Principal Component Analysis (PCA) Kotsarenko et al, 2005); location of the area of seismogenic geomagnetic disturbances Kopytenko et al, 2001); and signal/noise discrimination by using the transfer functions , among others. All the abovementioned methods are applied to improve the detection of the ULF signals associated with seismogenic phenomena at different frequencies , and to the understanding of electromagnetic phenomena associated with tectonic and volcanic activity.…”