학술논문

INSTANCE – the Italian seismic dataset for machine learning.
Document Type
Article
Source
Earth System Science Data. Dec2021, Vol. 13 Issue 12, p5509-5544. 36p.
Subject
*EARTHQUAKE hazard analysis
*EARTHQUAKE magnitude
*MACHINE learning
*SCIENCE conferences
*SEISMIC traveltime inversion
*INFORMATION storage & retrieval systems
*EARTHQUAKE prediction
Language
ISSN
1866-3508
Abstract
HT
Mmin MmaxAllSelectedPercent keptNb. Secondly, we have subdivided the Italian area into two zones selecting earthquakes with magnitude HT M 2.5 ht occurring in the Apennines (defined as a rectangular area from 41 to 44 HT ht N latitude and 9 to 15 HT ht E longitude) and elsewhere outside this area. For the first investigation, we have followed [50] (see also the recent work by [21]), who found that in the 2008 bulletin 99.6 % of the blasts have local magnitude HT ML<=2.2 ht (Fig. The Fig. a shows the distribution of the polarities for the chosen target area in the Apennines, while Fig. c exhibits the polarities in the same area but only along back azimuth approximately NE-SW (i.e., the ranges 15-105 HT ht and 195-285 HT ht ). [Extracted from the article]