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

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 journal › Article › peer-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 language	English
Pages (from-to)	1633-1648
Number of pages	16
Journal	Stochastic Environmental Research and Risk Assessment
Volume	31
Publication status	Published - 2017

All Science Journal Classification (ASJC) codes

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

Cite this

Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity. / D'Alessandro, Antonino ; Chiodi, Marcello ; Adelfio, Giada ; Siino, Marianna; D’Alessandro, Antonino; D’Alessandro, Antonino; D’Alessandro, Antonino; D’Alessandro, Antonino; D’Alessandro, Antonino; Mateu, Jorge.

In: Stochastic Environmental Research and Risk Assessment, Vol. 31, 2017, p. 1633-1648.

Research output: Contribution to journal › Article › peer-review

D'Alessandro, Antonino ; Chiodi, Marcello ; Adelfio, Giada ; Siino, Marianna ; D’Alessandro, Antonino ; D’Alessandro, Antonino ; D’Alessandro, Antonino ; D’Alessandro, Antonino ; D’Alessandro, Antonino ; Mateu, Jorge. / Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity. In: Stochastic Environmental Research and Risk Assessment. 2017 ; Vol. 31. pp. 1633-1648.

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AU - D’Alessandro, Antonino

AU - Mateu, Jorge

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AB - 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.

UR - http://hdl.handle.net/10447/181792

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ER -

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

Abstract

All Science Journal Classification (ASJC) codes

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