Fast estimation of earthquake epicenter distance using a single seismological station with machine learning techniques

Fast estimation of earthquake epicenter distance using a single seismological station with machine learning techniques

A Support Vector Machine Regression (SVMR) algorithm was applied to calculate the epicenter distance using a ten seconds signal, after primary waves arrive at a seismological station near to Bogota - Colombia. This algorithm was tested with 863 records of earthquakes, where the input parameters were...

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Bibliographic Details
Main Authors: Luis Hernán Ochoa Gutierrez, Carlos Alberto Vargas Jimenez, Luis Fernando Niño Vasquez
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2018-01-01
Series:Dyna
Subjects:
earthquake early warning
support vector machine regression
earthquake
rapid response
epicenter distance
seismic event
seismology
Bogota - Colombia
Online Access:https://revistas.unal.edu.co/index.php/dyna/article/view/68408

Internet

https://revistas.unal.edu.co/index.php/dyna/article/view/68408

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