Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity |
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| Authors: | Email author" target="_blank">Marianna?SiinoEmail author Giada?Adelfio Jorge?Mateu Marcello?Chiodi Antonino?D’Alessandro |
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| Institution: | 1.Università degli Studi di Palermo,Palermo,Italy;2.Universitat Jaume I,Castellón,Spain;3.Istituto Nazionale di Geofisica e Vulcanologia,National Earthquake Center,Rome,Italy |
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| Abstract: | Earthquakes are one of the most destructive natural disasters and the spatial distribution of their epicentres generally shows diverse interaction structures at different spatial scales. In this paper, we use a multi-scale point pattern model to describe the main seismicity in the Hellenic area over the last 10 years. We analyze the interaction between events and the relationship with geological information of the study area, using hybrid models as proposed by Baddeley et al. (2013). In our analysis, we find two competing suitable hybrid models, one with a full parametric structure and the other one based on nonparametric kernel estimators for the spatial inhomogeneity. |
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