Article ID Journal Published Year Pages File Type
5787321 Physics of the Earth and Planetary Interiors 2017 58 Pages PDF
Abstract
An attempt is made to classify the studied region into smaller seismic zones with a prevalence of type A and B clusters. We demonstrate that the two types of clusters have distinct preferred geographic locations inside the Italian territory that likely reflected key properties of the deforming regions, different crustal domains and faulting style. We use decision trees as classifiers of single features to characterize the features depending on the cluster type. The performance of the classification is tested by the Leave-One-Out method. The analysis is performed on different time-spans after the mainshock to simulate the dependence of the accuracy on the information available as data increased over a longer period with increasing time after the mainshock.
Related Topics
Physical Sciences and Engineering Earth and Planetary Sciences Geophysics
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