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GIADA ADELFIO

ETAS Space–Time Modeling of Chile Triggered Seismicity Using Covariates: Some Preliminary Results

  • Autori: Marcello Chiodi; Orietta Nicolis; Giada Adelfio; Nicoletta D'Angelo; Alex Gonzalez
  • Anno di pubblicazione: 2021
  • Tipologia: Articolo in rivista
  • OA Link: http://hdl.handle.net/10447/520361

Abstract

Chilean seismic activity is one of the strongest in the world. As already shown in previous papers, seismic activity can be usefully described by a space–time branching process, such as the ETAS (Epidemic Type Aftershock Sequences) model, which is a semiparametric model with a large time-scale component for the background seismicity and a small time-scale component for the triggered seismicity. The use of covariates can improve the description of triggered seismicity in the ETAS model, so in this paper, we study the Chilean seismicity separately for the North and South area, using some GPS-related data observed together with ordinary catalog data. Our results show evidence that the use of some covariates can improve the fitting of the ETAS model.