Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity.

Marcello Chiodi, Giada Adelfio, Marianna Siino, Antonino D'Alessandro, Antonino D’Alessandro, Antonino D’Alessandro, Antonino D’Alessandro, Jorge Mateu

Risultato della ricerca: Article

5 Citazioni (Scopus)

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.
Lingua originaleEnglish
pagine (da-a)1633-1648
Numero di pagine16
RivistaStochastic Environmental Research and Risk Assessment
Volume31
Stato di pubblicazionePublished - 2016

All Science Journal Classification (ASJC) codes

  • Environmental Engineering
  • Environmental Chemistry
  • Water Science and Technology
  • Safety, Risk, Reliability and Quality
  • Environmental Science(all)

Fingerprint Entra nei temi di ricerca di 'Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity.'. Insieme formano una fingerprint unica.

  • Cita questo