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...
- 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