Nowadays in the seismic and geological fields, large and complex data sets are available. This information is a valuable source that can be used for improving the seismic hazard assessment of a given region. In particular, the integration of geologic variables into point process models to study seismic pattern is an open research field that has not been fully explored. In this work, we present several open-access datasets (the catalogue of the earthquakes, geological information such as faults, plate boundary and the presence of volcanoes) that are properly treated to describe the seismicity of events occurred in Greece between 2005 and 2014. We use these datasets to fit an advanced spatial point process model for the description of interaction among the points in thepresence of larger-scale inhomogeneity
Siino, M., Adelfio, G. (2017). Integreating geological and seismological data in point process models for seismical analysis. In Joint Proceedings of the 5th Open Data for Open Cities Workshop on Re-use and discovery level, applied to the spatial point analysis process on linear networks and 4th Geogames and Geoplay International Workshop co-located with the 20th International Conference (AGILE 2017).
Integreating geological and seismological data in point process models for seismical analysis
Siino, Marianna;ADELFIO, Giada
2017-01-01
Abstract
Nowadays in the seismic and geological fields, large and complex data sets are available. This information is a valuable source that can be used for improving the seismic hazard assessment of a given region. In particular, the integration of geologic variables into point process models to study seismic pattern is an open research field that has not been fully explored. In this work, we present several open-access datasets (the catalogue of the earthquakes, geological information such as faults, plate boundary and the presence of volcanoes) that are properly treated to describe the seismicity of events occurred in Greece between 2005 and 2014. We use these datasets to fit an advanced spatial point process model for the description of interaction among the points in thepresence of larger-scale inhomogeneity
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