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We study the structural similarity of earthquake networks constructed fromseismic catalogs of different geographical regions. A hierarchical clusteringof underlying undirected earthquake networks is shown using Jensen-Shannondivergence in graph spectra. The directed nature of links indicates that eachearthquake network is strongly connected, which motivates us to study thedirected version statistically. Our statistical analysis of each earthquakeregion identifies the hub regions. We calculate the conditional probability ofthe forthcoming occurrences of earthquakes in each region. The conditionalprobability of each event has been compared with their stationary distribution.

Network similarity and statistical analysis of earthquake seismic data