Tags: Bayesian inference

All Categories (1-6 of 6)

  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. PyBet Tools User Guide

    Table of contents 1. Introduction 1.1 PyBetVH 1.2 PyBetEF 1.3 PyBetUnrest 2. Background Theory 2.1 Bayesian Inference 2.2 Monitoring 3. Local Installation Requirements ...


  3. 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

  4. Files for BBN demonstration excercise

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

  5. 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.

  6. 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