Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity
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comunitat-uji-handle2:10234/7037
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http://dx.doi.org/10.1007/s00477-016-1294-7 |
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Title
Spatial pattern analysis using hybrid models: an application to the Hellenic seismicityDate
2017Publisher
Springer VerlagISSN
1436-3240; 1436-3256Bibliographic citation
Siino, M., Adelfio, G., Mateu, J., Chiodi, M., & D’Alessandro, A. (2017). Spatial pattern analysis using hybrid models: an application to the Hellenic seismicity. Stochastic Environmental Research and Risk Assessment, 31(7), 1633-1648.Type
info:eu-repo/semantics/articlePublisher version
https://link.springer.com/article/10.1007/s00477-016-1294-7Version
info:eu-repo/semantics/publishedVersionSubject
Abstract
Earthquakes are one of the most destructive
natural disasters and the spatial distribution of their epi-
centres generally shows diverse interaction structures at
different spatial scales. In this paper, we use a ... [+]
Earthquakes are one of the most destructive
natural disasters and the spatial distribution of their epi-
centres 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 geo-
logical 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 nonpara-
metric kernel estimators for the spatial inhomogeneity. [-]
Is part of
Stochastic Environmental Research and Risk Assessment, 2017, vol. 31, no 7, p. 1633-1648.Investigation project
This research was partially developed during the traineeship at the Istituto Nazionale di Geofisica e Vulcanologia funded by ‘‘PROGRAMMA OPERATIVO CONVERGENZA 2007-2013 FONDO SOCIALE EUROPEO (MISURA 3)’’ and this work was partially funded by Grant MTM2013-43917-P from the Spanish Ministry of Science and Education.Rights
© Springer-Verlag Berlin Heidelberg 2016
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/restrictedAccess
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/restrictedAccess
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