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On the application of Hidden Markov Model and Bayesian Belief Network to seismic noise at Las Cañadas Caldera, Tenerife, Spain

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  • Oliveros, Anggi Quintero
  • Carniel, Roberto
  • Tárraga, Marta
  • Aspinall, Willy

Abstract

The Teide-Pico Viejo volcanic complex situated in Tenerife Island (Canary Islands, Spain) has recently shown signs of unrest, long after its last eruptive episode at Chinyero in 1909, and the last explosive episode which happened at Montaña Blanca, 2000 years ago. In this paper we study the seismicity of the Teide-Pico Viejo complex recorded between May and December 2004, in order to show the applicability of tools such as Hidden Markov Models and Bayesian Belief Networks which can be used to build a structure for evaluating the probability of given eruptive or volcano-related scenarios. The results support the existence of a bidirectional relationship between volcano-tectonic events and the background seismic noise – in particular its frequency content. This in turn suggests that the two phenomena can be related to one unique process influencing their generation.

Suggested Citation

  • Oliveros, Anggi Quintero & Carniel, Roberto & Tárraga, Marta & Aspinall, Willy, 2008. "On the application of Hidden Markov Model and Bayesian Belief Network to seismic noise at Las Cañadas Caldera, Tenerife, Spain," Chaos, Solitons & Fractals, Elsevier, vol. 37(3), pages 849-857.
    • Handle: RePEc:eee:chsofr:v:37:y:2008:i:3:p:849-857
    DOI: 10.1016/j.chaos.2006.09.073
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    Cited by:

    1. Tárraga, Marta & Carniel, Roberto & Ortiz, Ramon & García, Alicia & Moreno, Hugo, 2008. "A dynamical analysis of the seismic activity of Villarrica volcano (Chile) during September–October 2000," Chaos, Solitons & Fractals, Elsevier, vol. 37(5), pages 1292-1299.

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