A study of earthquake clustering in central Ionian Islands through a Markovian Arrival Process
Authors: Bountzis Polyzois , Kostoglou Tasos , Karakostas Vasilios , Papadimitriou Eleftheria 
Published: March 2020

&lt;p&gt;Earthquake clustering investigation reveals characteristics of the earthquake dynamics, like the evolution of main shock-aftershock sequences and swarms. For such investigation we applied a method based on a bivariate stochastic point process, the Markovian arrival process (MAP) [Neuts, 1979], (N&lt;sub&gt;t&lt;/sub&gt;,J&lt;sub&gt;t&lt;/sub&gt;)t&amp;#8712;&amp;#8476;&lt;sup&gt;+&lt;/sup&gt;, whose intensity function, &amp;#955;&lt;sub&gt;t&lt;/sub&gt;, is modulated by a latent Markov process, J&lt;sub&gt;t&lt;/sub&gt;. Each hidden state corresponds to a distinct seismicity rate of the counting process, N&lt;sub&gt;t&lt;/sub&gt;, enabling the modeling of the fluctuations between triggered and background seismicity, as well as clustering evolution. We assume that the physical mechanisms governing earthquake clustering are unknown and the prevailing parameter to separate the background seismicity from seismic excitations is the seismicity rate. The consistency of the identified clusters is evaluated on the seismicity of the area of central Ionian, comprising Lefkada and Kefalonia Islands. This is an active boundary characterized by remarkably high seismic activity, with frequent strong mainshocks (M&amp;#8805;6.0) and a dense monitoring network. The method is applied on a recent highly accurate relocated earthquake catalog with a low completeness magnitude as well as to an earthquake catalog of longer time duration, from 2008 to 2017, including well studied and very productive aftershock sequences.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Acknowledgments&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;This research is co-financed by Greece and the European Union (European Social Fund- ESF) through the Operational Programme &amp;#171;Human Resources Development, Education and Lifelong Learning 2014-2020&amp;#187; in the context of the project &amp;#8220;Kinematic properties, active deformation and stochastic modelling of seismogenesis at the Kefalonia - Lefkada transform zone&amp;#8221; (MIS-5047845).&lt;/p&gt;&lt;p&gt;&lt;img src=&quot;data:image/jpeg;base64,%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&quot;&gt;&lt;/p&gt;