Tags: Bayesian inference

Resources (1-5 of 5)

  1. Tephra inversion with Tephra2 and the Metropolis-Hastings algorithm

    21 Jun 2020 | Contributor(s):: Qingyuan Yang, E Bruce Pitman, Marcus I Bursik, Susanna Jenkins

    We couple the Metropolis-Hastings algorithm (Hastings, 1970) with the volcanic ash transport model Tephra2 (Bonadonna et al, 2005; 2010), and present the coupled algorithm as a new method to estimate the Eruption Source Parameters (ESPs) of volcanic eruptions based on mass per unit area...

  2. PyBetUnrest

    13 Aug 2015 | | Contributor(s):: Roberto Tonini, Laura Sandri, dmitri rouwet

    Compute and visualize short- and long-term volcanic hazard associated to magmatic and non-magmatic unrest using a Bayesian Event Tree model

  3. Files for BBN demonstration excercise

    17 Apr 2014 | | Contributor(s):: Thea Hincks

  4. Bayesian Event Tree for Volcanic Hazards - BET_VH theory

    13 Nov 2012 | | Contributor(s):: Jose L. Palma, Laura Sandri

    This is a presentation given by Laura Sandri at the University of Buffalo, US, in May 2011. In this presentation Laura explains the theory behind the BET_VH computer code, which is available as an online tool here on Vhub.

  5. PyBetVH

    28 Mar 2012 | | Contributor(s):: Roberto Tonini, Laura Sandri, Jacopo Selva, Warner Marzocchi

    Compute long-term volcanic hazard using the Bayesian Event Tree for Volcanic Hazard (BET_VH) model