Abstract
Abstract. We describe a method for calculating the probability that a distal geographic location is impacted by a pyroclastic density current (PDC) of a given size, considering the key related uncertainties. Specifically, we evaluate the minimum volume and mass of a PDC generated at the Aso caldera (Japan) that might affect each of five distal infrastructure (marker) sites, with model input parameter uncertainties derived from expert judgment.
The 5 marker sites are all located 115–145 km from the caldera; as these lie in well-separated directions, we can test the effects of the different topographic shielding effects in each case. To inform our probabilistic analysis, we apply alternative kinetic energy assessment approaches, i.e., rock avalanche and density current dynamics. In the latter formulation, the minimum mass needed to reach the markers ranges between median values of ∼153×1012 and ∼465×1012 kg (M 7.2–7.7), depending on the site. Rock avalanche dynamics modeling indicates that a ∼3-times greater mass would be required to reach the marker sites with 50 % probability, while the hypothetical scenario of a relatively dilute distal ash cloud would require ∼3-times less mass. We compare our results with the largest recorded Aso eruption, showing that a catastrophic eruption, similar to Aso-4, ≈ M8, would present a significant conditional probability of PDCs reaching the marker sites, in the density current formulation and contingent on uncertainty in the erupted mass and on marker site direction.
Subject
General Earth and Planetary Sciences
Reference142 articles.
1. Ababei, D.: UNINET, Software designed by the Risk and Environmental Modeling
Group, Delft University of Technology, Lighttwist Software, Fitzroy North,
Vic., Australia, https://lighttwist-software.com/uninet/
(last access: 4 January 2019), 2016.
2. Allen, S. R. and Cas, R. A.: Transport of pyroclastic flows across the sea
during the explosive, rhyolitic eruption of the Kos Plateau Tuff, Greece,
Bull. Volcanol., 62, 441–456, https://doi.org/10.1007/s004450000107, 2001.
3. Aoki, K.: Revised age and distribution of ca. 87 ka Aso-4 tephra based on
new evidence from the northwest Pacific Ocean, Quatern. Int., 178, 100–118,
https://doi.org/10.1016/j.quaint.2007.02.005, 2008.
4. Aravena, A.: AlvaroAravena/BoxMapProb: BoxMapProb (v2.0), Zenodo [code], https://doi.org/10.5281/zenodo.7189776, 2022.
5. Aravena, A., Cioni, R., Bevilacqua, A., de' Michieli Vitturi, M., Esposti Ongaro, T., and Neri, A.: Tree-branching-based enhancement of kinetic energy models for reproducing channelization processes of pyroclastic density
currents, J. Geophys. Res.-Solid, 125, e2019JB019271, https://doi.org/10.1029/2019JB019271, 2020.
Cited by
6 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献