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

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

Research output: Contribution to journalArticlepeer-review

8 Citations (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.
Original languageEnglish
Pages (from-to)1633-1648
Number of pages16
JournalStochastic Environmental Research and Risk Assessment
Volume31
Publication statusPublished - 2017

All Science Journal Classification (ASJC) codes

  • Environmental Engineering
  • Environmental Chemistry
  • Water Science and Technology
  • Safety, Risk, Reliability and Quality
  • General Environmental Science

Fingerprint

Dive into the research topics of 'Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity'. Together they form a unique fingerprint.

Cite this