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...

Full description

Autores:
Ochoa Gutierrez, Luis Hernán
Vargas Jimenez, Carlos Alberto
Niño Vasquez, Luis Fernando
Tipo de recurso:
Article of journal
Fecha de publicación:
2018
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/68576
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/68576
http://bdigital.unal.edu.co/69609/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
earthquake early warning
support vector machine regression
earthquake
rapid response
epicenter distance
seismic event
seismology
Bogota - Colombia
alerta temprana de terremotos
máquinas de soporte vectorial
terremoto
respuesta rápida
distancia epicentral
evento sísmico
sismología
Bogotá - Colombia
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional