Tags: uncertainty propagation

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  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. Uncertainty Workshop: Deadline Approaching

    01 Feb 2019 | Contributor(s):: Marcus I Bursik

    Coupling Uncertain Geophysical Hazards WorkshopMarch 24-26, 2019James B. Hunt Library, North Carolina State University, Raleigh, NCDescription: Scientists are beginning to understand the propagation of uncertainty through mathematical models, to enable predictions of the likely...

  3. Announcement: Coupling Uncertain Geophysical Hazards Workshop

    30 Nov 2018 | Contributor(s):: Marcus I Bursik

    Coupling Uncertain Geophysical Hazards WorkshopMarch 24-26, 2019James B. Hunt Library, North Carolina State University, Raleigh, NCDescription: Scientists are beginning to understand the propagation of uncertainty through mathematical models, to enable predictions of the likely...

  4. Pablo Tierz

    https://theghub.org/members/6958

  5. TError: towards a better quantification of the uncertainty propagated during the characterization of tephra deposits

    28 Nov 2014 | Contributor(s):: Sebastien Biass, Gholamohssein Bagheri, William Aeberhard, Costanza Bonadonna

    NOTE The code is now maintained on GitHub: https://github.com/e5k/TErrorFollow updates on: https://e5k.github.io/  Eruption Source Parameters (ESP; e.g. plume height, erupted volume/mass, mass eruption rate, eruption duration) inferred from tephra deposits are associated with large degrees...

  6. Probabilistic Analysis of Volcanic Hazards

    18 May 2011 | | Contributor(s):: Puneet Singla, Abani Patra, Jose Luis Palma, E Bruce Pitman

    Material for hands-on introduction to a probabilistic approach towards uncertainty in computations of airborne ash clouds workshop at UB on May 19, 2011.More information in Sheridan et al. (2010), a GSA special paper outlining process for constructing hazard maps using polynomial chaos quadrature...