کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5787321 1641474 2017 58 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Pattern recognition approach to the subsequent event of damaging earthquakes in Italy
ترجمه فارسی عنوان
به رسمیت شناختن الگو برای رویداد بعدی آسیب زدن به زلزله در ایتالیا
موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات فیزیک زمین (ژئو فیزیک)
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics of the Earth and Planetary Interiors - Volume 266, May 2017, Pages 1-17
نویسندگان
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