Articles | Volume 22, issue 10
https://doi.org/10.5194/nhess-22-3329-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-22-3329-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Assessing minimum pyroclastic density current mass to impact critical infrastructures: example from Aso caldera (Japan)
Andrea Bevilacqua
CORRESPONDING AUTHOR
Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, Italy
Alvaro Aravena
Laboratoire Magmas et Volcans, Université Clermont Auvergne, CNRS, IRD, OPGC, Clermont-Ferrand, France
Facultad de Ciencias Básicas, Universidad Católica del Maule, Talca, Chile
Willy Aspinall
School of Earth Sciences, University of Bristol, Bristol, United Kingdom
Antonio Costa
Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Bologna,
Bologna, Italy
Sue Mahony
School of Earth Sciences, University of Bristol, Bristol, United Kingdom
Augusto Neri
Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, Italy
Stephen Sparks
School of Earth Sciences, University of Bristol, Bristol, United Kingdom
Brittain Hill
School of Geosciences, University of South Florida, Tampa, FL, United States
Related authors
Andrea Bevilacqua, Alvaro Aravena, Augusto Neri, Eduardo Gutiérrez, Demetrio Escobar, Melida Schliz, Alessandro Aiuppa, and Raffaello Cioni
Nat. Hazards Earth Syst. Sci., 21, 1639–1665, https://doi.org/10.5194/nhess-21-1639-2021, https://doi.org/10.5194/nhess-21-1639-2021, 2021
Short summary
Short summary
We present novel probability maps for the opening position of new vents in the San Salvador (El Salvador) and Nejapa-Chiltepe (Nicaragua) volcanic complexes. In particular, we present thematic maps, i.e., we consider different hazardous phenomena separately. To illustrate the significant effects of considering the expected eruption style in the construction of vent opening maps, we focus on the analysis of small-scale pyroclastic density currents using an approach based on numerical modeling.
Alessandro Tadini, Andrea Bevilacqua, Augusto Neri, Raffaello Cioni, Giovanni Biagioli, Mattia de'Michieli Vitturi, and Tomaso Esposti Ongaro
Solid Earth, 12, 119–139, https://doi.org/10.5194/se-12-119-2021, https://doi.org/10.5194/se-12-119-2021, 2021
Short summary
Short summary
In this paper we test a simplified numerical model for pyroclastic density currents or PDCs (mixtures of hot gas, lapilli and ash moving across the landscape under the effect of gravity). The aim is quantifying the differences between real and modelled deposits of some PDCs of the 79 CE eruption of Vesuvius, Italy. This step is important because in the paper it is demonstrated that this simplified model is useful for constraining input parameters for more computationally expensive models.
David M. Hyman, Andrea Bevilacqua, and Marcus I. Bursik
Nat. Hazards Earth Syst. Sci., 19, 1347–1363, https://doi.org/10.5194/nhess-19-1347-2019, https://doi.org/10.5194/nhess-19-1347-2019, 2019
Short summary
Short summary
In this work, we present new methods for calculating the mean, standard deviation, median, and modal locations of the boundaries of volcanic hazards. These calculations are based on a new, mathematically rigorous definition of probabilistic hazard maps – a way to map the probabilities of inundation by a given hazard. We apply this analysis to several models of volcanic flows: simple models of viscous flows, complex models of a tabletop granular flow, and a complex model of a volcanic mud flow.
Andrea Bevilacqua, Abani K. Patra, Marcus I. Bursik, E. Bruce Pitman, José Luis Macías, Ricardo Saucedo, and David Hyman
Nat. Hazards Earth Syst. Sci., 19, 791–820, https://doi.org/10.5194/nhess-19-791-2019, https://doi.org/10.5194/nhess-19-791-2019, 2019
Short summary
Short summary
We introduce a new prediction-oriented method for hazard assessment of volcaniclastic debris flows, based on multiple models. We apply our procedure to a case study of the 1955 Atenquique flow, using three widely used depth-averaged models. Depending on how it is looked at, the exercise provides useful information in either model selection or data inversion. Connecting inverse problems and model uncertainty represents a fundamental challenge in the future development of
multi-model solvers.
Laura Sandri, Mattia de' Michieli Vitturi, Antonio Costa, Mauro Antonio Di Vito, Ilaria Rucco, Domenico Maria Doronzo, Marina Bisson, Roberto Gianardi, Sandro de Vita, and Roberto Sulpizio
Solid Earth, 15, 459–476, https://doi.org/10.5194/se-15-459-2024, https://doi.org/10.5194/se-15-459-2024, 2024
Short summary
Short summary
We study the lahar hazard due to the remobilization of tephra deposits from reference eruptions at Somma–Vesuvius. To this end, we rely on the results of two companion papers dealing with field data and model calibration and run hundreds of simulations from the catchments around the target area to capture the uncertainty in the initial parameters. We process the simulations to draw maps of the probability of overcoming thresholds in lahar flow thickness and dynamic pressure relevant for risk.
Mattia de' Michieli Vitturi, Antonio Costa, Mauro A. Di Vito, Laura Sandri, and Domenico M. Doronzo
Solid Earth, 15, 437–458, https://doi.org/10.5194/se-15-437-2024, https://doi.org/10.5194/se-15-437-2024, 2024
Short summary
Short summary
We present a numerical model for lahars generated by the mobilization of tephra deposits from a reference size eruption at Somma–Vesuvius. The paper presents the model (pyhsics and numerics) and a sensitivity analysis of the processes modelled, numerical schemes, and grid resolution. This work provides the basis for application to hazard quantification for lahars in the Vesuvius area. To this end, we rely on results of the two companion papers (Part 1 on field data, Part 3 on hazard maps).
Mauro Antonio Di Vito, Ilaria Rucco, Sandro de Vita, Domenico Maria Doronzo, Marina Bisson, Mattia de' Michieli Vitturi, Mauro Rosi, Laura Sandri, Giovanni Zanchetta, Elena Zanella, and Antonio Costa
Solid Earth, 15, 405–436, https://doi.org/10.5194/se-15-405-2024, https://doi.org/10.5194/se-15-405-2024, 2024
Short summary
Short summary
We study the distribution of two historical pyroclastic fall–flow and lahar deposits from the sub-Plinian Vesuvius eruptions of 472 CE Pollena and 1631. The motivation comes directly from the widely distributed impact that both the eruptions and lahar phenomena had on the Campanian territory, not only around the volcano but also down the nearby Apennine valleys. Data on about 500 stratigraphic sections and modeling allowed us to evaluate the physical and dynamical impact of these phenomena.
Fabio Dioguardi, Giovanni Chiodini, and Antonio Costa
EGUsphere, https://doi.org/10.5194/egusphere-2023-2867, https://doi.org/10.5194/egusphere-2023-2867, 2023
Short summary
Short summary
We present results of non-volcanic gas (CO2) hazard assessment at the Mefite d’Ansanto area (Italy) where a cold gas stream, which had already been lethal for humans and animals, forms in the valleys surrounding the emission zone. We took the uncertainty related to the gas emission and meteorological conditions into account. Results include maps of CO2 concentration at defined probability levels and of the probability to overcome specified CO2 concentrations over specified time intervals.
Leonardo Mingari, Antonio Costa, Giovanni Macedonio, and Arnau Folch
Geosci. Model Dev., 16, 3459–3478, https://doi.org/10.5194/gmd-16-3459-2023, https://doi.org/10.5194/gmd-16-3459-2023, 2023
Short summary
Short summary
Two novel techniques for ensemble-based data assimilation, suitable for semi-positive-definite variables with highly skewed uncertainty distributions such as tephra deposit mass loading, are applied to reconstruct the tephra fallout deposit resulting from the 2015 Calbuco eruption in Chile. The deposit spatial distribution and the ashfall volume according to the analyses are in good agreement with estimations based on field measurements and isopach maps reported in previous studies.
Silvia Massaro, Manuel Stocchi, Beatriz Martínez Montesinos, Laura Sandri, Jacopo Selva, Roberto Sulpizio, Biagio Giaccio, Massimiliano Moscatelli, Edoardo Peronace, Marco Nocentini, Roberto Isaia, Manuel Titos Luzón, Pierfrancesco Dellino, Giuseppe Naso, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 23, 2289–2311, https://doi.org/10.5194/nhess-23-2289-2023, https://doi.org/10.5194/nhess-23-2289-2023, 2023
Short summary
Short summary
A new methodology to calculate a probabilistic long-term tephra fallout hazard assessment in southern Italy from the Neapolitan volcanoes is provided. By means of thousands of numerical simulations we quantify the mean annual frequency with which the tephra load at the ground exceeds critical thresholds in 50 years. The output hazard maps account for changes in eruptive regimes of each volcano and are also comparable with those of other natural disasters in which more sources are integrated.
Eric W. Wolff, Andrea Burke, Laura Crick, Emily A. Doyle, Helen M. Innes, Sue H. Mahony, James W. B. Rae, Mirko Severi, and R. Stephen J. Sparks
Clim. Past, 19, 23–33, https://doi.org/10.5194/cp-19-23-2023, https://doi.org/10.5194/cp-19-23-2023, 2023
Short summary
Short summary
Large volcanic eruptions leave an imprint of a spike of sulfate deposition that can be measured in ice cores. Here we use a method that logs the number and size of large eruptions recorded in an Antarctic core in a consistent way through the last 200 000 years. The rate of recorded eruptions is variable but shows no trends. In particular, there is no increase in recorded eruptions during deglaciation periods. This is consistent with most recorded eruptions being from lower latitudes.
Leonardo Mingari, Arnau Folch, Andrew T. Prata, Federica Pardini, Giovanni Macedonio, and Antonio Costa
Atmos. Chem. Phys., 22, 1773–1792, https://doi.org/10.5194/acp-22-1773-2022, https://doi.org/10.5194/acp-22-1773-2022, 2022
Short summary
Short summary
We present a new implementation of an ensemble-based data assimilation method to improve forecasting of volcanic aerosols. This system can be efficiently integrated into operational workflows by exploiting high-performance computing resources. We found a dramatic improvement of forecast quality when satellite retrievals are continuously assimilated. Management of volcanic risk and reduction of aviation impacts can strongly benefit from this research.
Manuel Titos, Beatriz Martínez Montesinos, Sara Barsotti, Laura Sandri, Arnau Folch, Leonardo Mingari, Giovanni Macedonio, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 22, 139–163, https://doi.org/10.5194/nhess-22-139-2022, https://doi.org/10.5194/nhess-22-139-2022, 2022
Short summary
Short summary
This work addresses a quantitative hazard assessment on the possible impact on air traffic of a future ash-forming eruption on the island of Jan Mayen. Through high-performance computing resources, we numerically simulate the transport of ash clouds and ash concentration at different flight levels over an area covering Iceland and the UK using the FALL3D model. This approach allows us to derive a set of probability maps explaining the extent and persisting concentration conditions of ash clouds.
Laura Crick, Andrea Burke, William Hutchison, Mika Kohno, Kathryn A. Moore, Joel Savarino, Emily A. Doyle, Sue Mahony, Sepp Kipfstuhl, James W. B. Rae, Robert C. J. Steele, R. Stephen J. Sparks, and Eric W. Wolff
Clim. Past, 17, 2119–2137, https://doi.org/10.5194/cp-17-2119-2021, https://doi.org/10.5194/cp-17-2119-2021, 2021
Short summary
Short summary
The ~ 74 ka eruption of Toba was one of the largest eruptions of the last 100 ka. We have measured the sulfur isotopic composition for 11 Toba eruption candidates in two Antarctic ice cores. Sulfur isotopes allow us to distinguish between large eruptions that have erupted material into the stratosphere and smaller ones that reach lower altitudes. Using this we have identified the events most likely to be Toba and place the eruption on the transition into a cold period in the Northern Hemisphere.
Andrea Bevilacqua, Alvaro Aravena, Augusto Neri, Eduardo Gutiérrez, Demetrio Escobar, Melida Schliz, Alessandro Aiuppa, and Raffaello Cioni
Nat. Hazards Earth Syst. Sci., 21, 1639–1665, https://doi.org/10.5194/nhess-21-1639-2021, https://doi.org/10.5194/nhess-21-1639-2021, 2021
Short summary
Short summary
We present novel probability maps for the opening position of new vents in the San Salvador (El Salvador) and Nejapa-Chiltepe (Nicaragua) volcanic complexes. In particular, we present thematic maps, i.e., we consider different hazardous phenomena separately. To illustrate the significant effects of considering the expected eruption style in the construction of vent opening maps, we focus on the analysis of small-scale pyroclastic density currents using an approach based on numerical modeling.
Andrew T. Prata, Leonardo Mingari, Arnau Folch, Giovanni Macedonio, and Antonio Costa
Geosci. Model Dev., 14, 409–436, https://doi.org/10.5194/gmd-14-409-2021, https://doi.org/10.5194/gmd-14-409-2021, 2021
Short summary
Short summary
This paper presents FALL3D-8.0, the latest version release of an open-source code with a track record of 15+ years and a growing number of users in the volcanological and atmospheric communities. The code, originally conceived for atmospheric dispersal and deposition of tephra particles, has been extended to model other types of particles, aerosols and radionuclides. This paper details new model applications and validation of FALL3D-8.0 using satellite, ground-deposit load and radionuclide data.
Alessandro Tadini, Andrea Bevilacqua, Augusto Neri, Raffaello Cioni, Giovanni Biagioli, Mattia de'Michieli Vitturi, and Tomaso Esposti Ongaro
Solid Earth, 12, 119–139, https://doi.org/10.5194/se-12-119-2021, https://doi.org/10.5194/se-12-119-2021, 2021
Short summary
Short summary
In this paper we test a simplified numerical model for pyroclastic density currents or PDCs (mixtures of hot gas, lapilli and ash moving across the landscape under the effect of gravity). The aim is quantifying the differences between real and modelled deposits of some PDCs of the 79 CE eruption of Vesuvius, Italy. This step is important because in the paper it is demonstrated that this simplified model is useful for constraining input parameters for more computationally expensive models.
Silvia Massaro, Roberto Sulpizio, Gianluca Norini, Gianluca Groppelli, Antonio Costa, Lucia Capra, Giacomo Lo Zupone, Michele Porfido, and Andrea Gabrieli
Solid Earth, 11, 2515–2533, https://doi.org/10.5194/se-11-2515-2020, https://doi.org/10.5194/se-11-2515-2020, 2020
Short summary
Short summary
In this work we provide a 2D finite-element modelling of the stress field conditions around the Fuego de Colima volcano (Mexico) in order to test the response of the commercial Linear Static Analysis software to increasingly different geological constraints. Results suggest that an appropriate set of geological and geophysical data improves the mesh generation procedures and the degree of accuracy of numerical outputs, aimed at more reliable physics-based representations of the natural system.
Roger M. Cooke and Willy P. Aspinall
Clim. Past Discuss., https://doi.org/10.5194/cp-2020-59, https://doi.org/10.5194/cp-2020-59, 2020
Manuscript not accepted for further review
Short summary
Short summary
The climate sensitivity parameter S varies under different system states, using linear regression of mean annual surface temperature changes against CO2 forcing changes. Pleistocene data are partitioned by path (deglaciation or glaciation). On the whole data set, S = 2.04 K/Wm−2 and CO2 forcing explains 64 % of the temperature variance. During deglaciation periods, S = 2.34 K/Wm−2, explaining 75 % of the temperature variance; during glaciations, S = 1.59 K/Wm−2 and explains 48 % of the variance.
Arnau Folch, Leonardo Mingari, Natalia Gutierrez, Mauricio Hanzich, Giovanni Macedonio, and Antonio Costa
Geosci. Model Dev., 13, 1431–1458, https://doi.org/10.5194/gmd-13-1431-2020, https://doi.org/10.5194/gmd-13-1431-2020, 2020
Short summary
Short summary
This paper presents FALL3D-8.0, the latest version release of an open-source code with a track record of 15+ years and a growing number of users in the volcanological and atmospheric communities. The code, originally conceived for atmospheric dispersal and deposition of tephra particles, has been extended to model other types of particles, aerosols and radionuclides. This paper details the FALL3D-8.0 model physics and the numerical implementation of the code.
Silvia Massaro, Antonio Costa, Roberto Sulpizio, Diego Coppola, and Lucia Capra
Solid Earth, 10, 1429–1450, https://doi.org/10.5194/se-10-1429-2019, https://doi.org/10.5194/se-10-1429-2019, 2019
Short summary
Short summary
The Fuego de Colima volcano (Mexico) shows a complex eruptive history, with periods of rapid and slow lava dome growth punctuated by explosive activity. Here we reconstructed the 1998–2018 average discharge rate by means of satellite thermal data and the literature. Using spectral and wavelet analysis, we found a multi-term cyclic behavior that is in good agreement with numerical modeling, accounting for a variable magmatic feeding system composed of a single or double magma chamber system.
David M. Hyman, Andrea Bevilacqua, and Marcus I. Bursik
Nat. Hazards Earth Syst. Sci., 19, 1347–1363, https://doi.org/10.5194/nhess-19-1347-2019, https://doi.org/10.5194/nhess-19-1347-2019, 2019
Short summary
Short summary
In this work, we present new methods for calculating the mean, standard deviation, median, and modal locations of the boundaries of volcanic hazards. These calculations are based on a new, mathematically rigorous definition of probabilistic hazard maps – a way to map the probabilities of inundation by a given hazard. We apply this analysis to several models of volcanic flows: simple models of viscous flows, complex models of a tabletop granular flow, and a complex model of a volcanic mud flow.
Andrea Bevilacqua, Abani K. Patra, Marcus I. Bursik, E. Bruce Pitman, José Luis Macías, Ricardo Saucedo, and David Hyman
Nat. Hazards Earth Syst. Sci., 19, 791–820, https://doi.org/10.5194/nhess-19-791-2019, https://doi.org/10.5194/nhess-19-791-2019, 2019
Short summary
Short summary
We introduce a new prediction-oriented method for hazard assessment of volcaniclastic debris flows, based on multiple models. We apply our procedure to a case study of the 1955 Atenquique flow, using three widely used depth-averaged models. Depending on how it is looked at, the exercise provides useful information in either model selection or data inversion. Connecting inverse problems and model uncertainty represents a fundamental challenge in the future development of
multi-model solvers.
Matthieu Poret, Stefano Corradini, Luca Merucci, Antonio Costa, Daniele Andronico, Mario Montopoli, Gianfranco Vulpiani, and Valentin Freret-Lorgeril
Atmos. Chem. Phys., 18, 4695–4714, https://doi.org/10.5194/acp-18-4695-2018, https://doi.org/10.5194/acp-18-4695-2018, 2018
Short summary
Short summary
This study aims at proposing a method to better assess the initial magma fragmentation produced during explosive volcanic eruptions. We worked on merging field, radar, and satellite data to estimate the total grain-size distribution, which is used within simulations to reconstruct the tephra loading and far-travelling airborne ash dispersal. This approach is applied to 23 November 2013, giving the very fine ash fraction related to volcanic hazards (e.g. air traffic safety).
Rob Lamb, Willy Aspinall, Henry Odbert, and Thorsten Wagener
Nat. Hazards Earth Syst. Sci., 17, 1393–1409, https://doi.org/10.5194/nhess-17-1393-2017, https://doi.org/10.5194/nhess-17-1393-2017, 2017
Short summary
Short summary
Scour (erosion) during floods can cause bridges to collapse. Modern design and maintenance mitigates the risk, so failures are rare. The residual risk is uncertain, but expert knowledge can help constrain it. We asked 19 experts about scour risk using methods designed to treat judgements alongside other scientific data. The findings identified knowledge gaps about scour processes and suggest wider uncertainty about scour risk than might be inferred from observation, models or experiments alone.
Arnau Folch, Jordi Barcons, Tomofumi Kozono, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 17, 861–879, https://doi.org/10.5194/nhess-17-861-2017, https://doi.org/10.5194/nhess-17-861-2017, 2017
Short summary
Short summary
Atmospheric dispersal of a gas denser than air can threat the environment and surrounding communities. In complex terrains, microscale winds and local orographic features can have a strong influence on the gas cloud behavior, potentially leading to inaccurate model results if not captured by coarser-scale simulations. We introduce a methodology for microscale wind field characterization and validate it using, as a test case, the CO2 gas dispersal from 1986 Lake Nyos eruption.
A. Folch, A. Costa, and G. Macedonio
Geosci. Model Dev., 9, 431–450, https://doi.org/10.5194/gmd-9-431-2016, https://doi.org/10.5194/gmd-9-431-2016, 2016
Short summary
Short summary
We present FPLUME-1.0, a steady-state 1-D cross-section-averaged eruption column model based on the buoyant plume theory (BPT). The model accounts for plume bending by wind, entrainment of ambient moisture, effects of water phase changes, particle fallout and re-entrainment, a new parameterization for the air entrainment coefficients and a model for wet aggregation of ash particles in presence of liquid water or ice.
K. J. Beven, S. Almeida, W. P. Aspinall, P. D. Bates, S. Blazkova, E. Borgomeo, K. Goda, J. C. Phillips, M. Simpson, P. J. Smith, D. B. Stephenson, T. Wagener, M. Watson, and K. L. Wilkins
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2015-295, https://doi.org/10.5194/nhess-2015-295, 2016
Preprint withdrawn
Short summary
Short summary
Uncertainties in natural hazard risk assessment are generally dominated by the sources arising from lack of knowledge or understanding of the processes involved. This is Part 2 of 2 papers reviewing these epistemic uncertainties and covers different areas of natural hazards including landslides and debris flows, dam safety, droughts, earthquakes, tsunamis, volcanic ash clouds and pyroclastic flows, and wind storms. It is based on the work of the UK CREDIBLE research consortium.
K. J. Beven, W. P. Aspinall, P. D. Bates, E. Borgomeo, K. Goda, J. W. Hall, T. Page, J. C. Phillips, J. T. Rougier, M. Simpson, D. B. Stephenson, P. J. Smith, T. Wagener, and M. Watson
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhessd-3-7333-2015, https://doi.org/10.5194/nhessd-3-7333-2015, 2015
Preprint withdrawn
Short summary
Short summary
Uncertainties in natural hazard risk assessment are generally dominated by the sources arising from lack of knowledge or understanding of the processes involved. This is Part 1 of 2 papers reviewing these epistemic uncertainties that can be difficult to constrain, especially in terms of event or scenario probabilities. It is based on the work of the CREDIBLE research consortium on Risk and Uncertainty in Natural Hazards.
M. de' Michieli Vitturi, A. Neri, and S. Barsotti
Geosci. Model Dev., 8, 2447–2463, https://doi.org/10.5194/gmd-8-2447-2015, https://doi.org/10.5194/gmd-8-2447-2015, 2015
Short summary
Short summary
In this paper a new mathematical model of volcanic plume, named Plume-MoM, is presented. The model is based on the method of moments and it is able to describe the continuous variability in the grain size distribution (GSD) of the pyroclastic mixture ejected at the vent, crucial to characterize the source conditions of ash dispersal models. Results show that the GSD at the top of the plume is similar to that at the base and that plume height is weakly affected by the parameters of the GSD.
R. Tonini, L. Sandri, A. Costa, and J. Selva
Nat. Hazards Earth Syst. Sci., 15, 409–415, https://doi.org/10.5194/nhess-15-409-2015, https://doi.org/10.5194/nhess-15-409-2015, 2015
S. Carcano, L. Bonaventura, T. Esposti Ongaro, and A. Neri
Geosci. Model Dev., 6, 1905–1924, https://doi.org/10.5194/gmd-6-1905-2013, https://doi.org/10.5194/gmd-6-1905-2013, 2013
Related subject area
Volcanic Hazards
Brief communication: Small-scale geohazards cause significant and highly variable impacts on emotions
“More poison than words can describe”: what did people die of after the 1783 Laki eruption in Iceland?
Automating tephra fall building damage assessment using deep learning
SEATANI: hazards from seamounts in Southeast Asia, Taiwan, and Andaman and Nicobar Islands (eastern India)
Where will the next flank eruption at Etna occur? An updated spatial probabilistic assessment
The 2021 La Palma volcanic eruption and its impact on ionospheric scintillation as measured from GNSS reference stations, GNSS-R and GNSS-RO
Lava flow hazard modeling during the 2021 Fagradalsfjall eruption, Iceland: applications of MrLavaLoba
Assessing long-term tephra fallout hazard in southern Italy from Neapolitan volcanoes
Clustering of eruptive events from high-precision strain signals recorded during the 2020–2022 lava fountains at the Etna volcano (Italy)
Grain size modulates volcanic ash retention on crop foliage and potential yield loss
Characterizing the evolution of mass flow properties and dynamics through analysis of seismic signals: insights from the 18 March 2007 Mt. Ruapehu lake-breakout lahar
Multi-station automatic classification of seismic signatures from the Lascar volcano database
Scenario-based modelling of waves generated by sublacustrine explosive eruptions at Lake Taupō, New Zealand
The characteristics of the 2022 Tonga volcanic tsunami in the Pacific Ocean
Insights into the vulnerability of vegetation to tephra fallouts from interpretable machine learning and big Earth observation data
Risk communication during seismo-volcanic crises: the example of Mayotte, France
Evaluating and ranking Southeast Asia's exposure to explosive volcanic hazards
Assessing the effectiveness and the economic impact of evacuation: the case of the island of Vulcano, Italy
VADUGS: a neural network for the remote sensing of volcanic ash with MSG/SEVIRI trained with synthetic thermal satellite observations simulated with a radiative transfer model
Long-term hazard assessment of explosive eruptions at Jan Mayen (Norway) and implications for air traffic in the North Atlantic
A unified probabilistic framework for volcanic hazard and eruption forecasting
Quantifying location error to define uncertainty in volcanic mass flow hazard simulations
Lava flow hazard map of Piton de la Fournaise volcano
Thematic vent opening probability maps and hazard assessment of small-scale pyroclastic density currents in the San Salvador volcanic complex (El Salvador) and Nejapa-Chiltepe volcanic complex (Nicaragua)
Assessing the impact of explosive eruptions of Fogo volcano (São Miguel, Azores) on the tourism economy
Remote monitoring of seismic swarms and the August 2016 seismic crisis of Brava, Cabo Verde, using array methods
Insights into the recurrent energetic eruptions that drive Awu, among the deadliest volcanoes on Earth
Invited perspectives: The volcanoes of Naples: how can the highest volcanic risk in the world be effectively mitigated?
A volcanic-hazard demonstration exercise to assess and mitigate the impacts of volcanic ash clouds on civil and military aviation
Analysis of properties of the 19 February 2018 volcanic eruption of Mount Sinabung in S5P/TROPOMI and Himawari-8 satellite data
Processes culminating in the 2015 phreatic explosion at Lascar volcano, Chile, evidenced by multiparametric data
Mapping the susceptibility of rain-triggered lahars at Vulcano island (Italy) combining field characterization, geotechnical analysis, and numerical modelling
Statistical theory of probabilistic hazard maps: a probability distribution for the hazard boundary location
Assessing the impact of road segment obstruction on accessibility of critical services in case of a hazard
Exposure-based risk assessment and emergency management associated with the fallout of large clasts at Mount Etna
Structural weakening of the Merapi dome identified by drone photogrammetry after the 2010 eruption
A retrospective study of the pre-eruptive unrest on El Hierro (Canary Islands): implications of seismicity and deformation in the short-term volcanic hazard assessment
An adaptive semi-Lagrangian advection model for transport of volcanic emissions in the atmosphere
Multi-level emulation of a volcanic ash transport and dispersion model to quantify sensitivity to uncertain parameters
Assessing qualitative long-term volcanic hazards at Lanzarote Island (Canary Islands)
High-resolution modelling of atmospheric dispersion of dense gas using TWODEE-2.1: application to the 1986 Lake Nyos limnic eruption
Examining the impact of lahars on buildings using numerical modelling
Brief communication: Extended chronology of the Cordón Caulle volcanic eruption beyond 2011 reveals toxic impacts
Aerosol properties and meteorological conditions in the city of Buenos Aires, Argentina, during the resuspension of volcanic ash from the Puyehue-Cordón Caulle eruption
Lava flow hazard at Fogo Volcano, Cabo Verde, before and after the 2014–2015 eruption
Factors controlling erosion/deposition phenomena related to lahars at Volcán de Colima, Mexico
The unrest of the San Miguel volcano (El Salvador, Central America): installation of the monitoring network and observed volcano-tectonic ground deformation
Using video games for volcanic hazard education and communication: an assessment of the method and preliminary results
Short-term volcano-tectonic earthquake forecasts based on a moving mean recurrence time algorithm: the El Hierro seismo-volcanic crisis experience
Lightning and electrical activity during the Shiveluch volcano eruption on 16 November 2014
Evgenia Ilyinskaya, Vésteinn Snæbjarnarson, Hanne Krage Carlsen, and Björn Oddsson
Nat. Hazards Earth Syst. Sci., 24, 3115–3128, https://doi.org/10.5194/nhess-24-3115-2024, https://doi.org/10.5194/nhess-24-3115-2024, 2024
Short summary
Short summary
Natural hazards can have negative impacts on mental health. We used artificial intelligence to analyse sentiments expressed by people in Twitter (now X) posts during a period of heightened earthquake activity and during a small volcanic eruption in Iceland. We show that even small natural hazards which cause no material damage can still have a significant impact on people. Earthquakes had a predominantly negative impact, but, somewhat unexpectedly, the eruption seemed to have a positive impact.
Claudia Elisabeth Wieners and Guðmundur Hálfdanarson
Nat. Hazards Earth Syst. Sci., 24, 2971–2994, https://doi.org/10.5194/nhess-24-2971-2024, https://doi.org/10.5194/nhess-24-2971-2024, 2024
Short summary
Short summary
After the 1783 Laki eruption, excess mortality in Iceland was one-sixth of the population, traditionally explained by famine due to livestock loss. Since 1970, it has been suggested that 1) fluorine poisoning may have contributed to mortality in Iceland and 2) air pollution might have caused excess deaths in both Iceland and Europe. Reviewing contemporary Icelandic demographic data, air pollution simulations, and medical records on fluorosis, we show that evidence for both hypotheses is weak.
Eleanor Tennant, Susanna F. Jenkins, Victoria Miller, Richard Robertson, Bihan Wen, Sang-Ho Yun, and Benoit Taisne
Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-81, https://doi.org/10.5194/nhess-2024-81, 2024
Revised manuscript accepted for NHESS
Short summary
Short summary
After a volcanic eruption, assessing building damage quickly is vital for response and recovery. Traditional post-event damage assessment methods such as ground surveys, are often time-consuming and resource-intensive, hindering rapid response and recovery efforts. To overcome this, we have developed an automated approach that uses UAV acquired optical images and deep learning to rapidly generate spatial building damage information.
Andrea Verolino, Su Fen Wee, Susanna F. Jenkins, Fidel Costa, and Adam D. Switzer
Nat. Hazards Earth Syst. Sci., 24, 1203–1222, https://doi.org/10.5194/nhess-24-1203-2024, https://doi.org/10.5194/nhess-24-1203-2024, 2024
Short summary
Short summary
Submarine volcanic eruptions represent the majority of eruptions taking place on Earth. Still, they are vastly understudied worldwide. Here we compile a new dataset and assess the morphology, depth, and height of submarine volcanoes in Southeast Asia and its surroundings to understand their hazard-exposure potential in the region. This study will serve as a stepping stone for future quantitative hazard assessments from submarine eruptions in Southeast Asia and neighbouring countries.
Laura Sandri, Alexander Garcia, Cristina Proietti, Stefano Branca, Gaetana Ganci, and Annalisa Cappello
EGUsphere, https://doi.org/10.5194/egusphere-2023-2624, https://doi.org/10.5194/egusphere-2023-2624, 2023
Short summary
Short summary
In this paper we propose a probability map that shows where most likely, in the future, flank eruptions will occur at Etna volcano (in Sicily, Italy). The map updates previous studies since it is based on a much longer record of the past flank eruptive fissures that opened in the last 4000 years on Etna. We also propose sensitivity tests to evaluate how much the assumptions made change the final probability evaluation.
Carlos Molina, Badr-Eddine Boudriki Semlali, Guillermo González-Casado, Hyuk Park, and Adriano Camps
Nat. Hazards Earth Syst. Sci., 23, 3671–3684, https://doi.org/10.5194/nhess-23-3671-2023, https://doi.org/10.5194/nhess-23-3671-2023, 2023
Short summary
Short summary
Global navigation satellite system signals are used to measure the perturbations induced in the ionosphere by earthquakes related to volcanic eruptions. The study uses data from ground stations and satellites measuring the signals reflected on the ocean or during radio occultation. The results shows a small correlation, but given the small magnitude of the earthquakes, it is difficult to apply this concept to any practical application that finds earthquake proxies in ionospheric perturbations.
Gro B. M. Pedersen, Melissa A. Pfeffer, Sara Barsotti, Simone Tarquini, Mattia de'Michieli Vitturi, Bergrún A. Óladóttir, and Ragnar Heiðar Þrastarson
Nat. Hazards Earth Syst. Sci., 23, 3147–3168, https://doi.org/10.5194/nhess-23-3147-2023, https://doi.org/10.5194/nhess-23-3147-2023, 2023
Short summary
Short summary
The lava eruption at Fagradalsfjall in 2021 was the most visited eruption in Iceland, with thousands of visitors per day for 6 months. To address the short- and long-term danger of lava inundating infrastructure and hiking paths, we used the lava flow model MrLavaLoba before and during the eruption. These simulations helped communicate lava hazards to stakeholders and can be used as a case study for lava hazard assessment for future eruptions in the area, which are likely to be more destructive.
Silvia Massaro, Manuel Stocchi, Beatriz Martínez Montesinos, Laura Sandri, Jacopo Selva, Roberto Sulpizio, Biagio Giaccio, Massimiliano Moscatelli, Edoardo Peronace, Marco Nocentini, Roberto Isaia, Manuel Titos Luzón, Pierfrancesco Dellino, Giuseppe Naso, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 23, 2289–2311, https://doi.org/10.5194/nhess-23-2289-2023, https://doi.org/10.5194/nhess-23-2289-2023, 2023
Short summary
Short summary
A new methodology to calculate a probabilistic long-term tephra fallout hazard assessment in southern Italy from the Neapolitan volcanoes is provided. By means of thousands of numerical simulations we quantify the mean annual frequency with which the tephra load at the ground exceeds critical thresholds in 50 years. The output hazard maps account for changes in eruptive regimes of each volcano and are also comparable with those of other natural disasters in which more sources are integrated.
Luigi Carleo, Gilda Currenti, and Alessandro Bonaccorso
Nat. Hazards Earth Syst. Sci., 23, 1743–1754, https://doi.org/10.5194/nhess-23-1743-2023, https://doi.org/10.5194/nhess-23-1743-2023, 2023
Short summary
Short summary
Lava fountains at the Etna volcano are explosive eruptions that pose a serious threat to civil infrastructure and aviation. Their evolution from weak explosion to sustained eruptive column is imprinted in tiny ground deformations caught by strain signals with diverse duration and amplitude. By performing a clustering analysis on strain variations, we discover a transition among four eruptive styles, providing useful hints for volcano monitoring and hazard assessment.
Noa Ligot, Patrick Bogaert, Sébastien Biass, Guillaume Lobet, and Pierre Delmelle
Nat. Hazards Earth Syst. Sci., 23, 1355–1369, https://doi.org/10.5194/nhess-23-1355-2023, https://doi.org/10.5194/nhess-23-1355-2023, 2023
Short summary
Short summary
Assessing risk to crops from volcanic ashfall is critical to protect people who rely on agriculture for their livelihood and food security. Ash retention on crop leaves is a key process in damage initiation. Experiments with tomato and chilli pepper plants revealed that ash retention increases with decreasing ash grain size and is enhanced when leaves are pubescent or their surfaces are wet. We propose a new relationship to quantify potential crop yield loss as a function of ash retention.
Braden Walsh, Charline Lormand, Jon Procter, and Glyn Williams-Jones
Nat. Hazards Earth Syst. Sci., 23, 1029–1044, https://doi.org/10.5194/nhess-23-1029-2023, https://doi.org/10.5194/nhess-23-1029-2023, 2023
Short summary
Short summary
Here, we delve into the properties of a lake-breakout mass flow that grew up to a volume of ~ 4.4 × 106 m3 over the course of 83 km that occurred on 18 March 2007 at Mt. Ruapehu, Aotearoa / New Zealand. The combination of seismic analysis (frequency and directionality) with on-the-ground measurements (e.g., video, sediment concentration) shows how a lahar evolves over time and distance and how using seismic techniques can help monitor the ever-changing dynamics and properties of a flow event.
Pablo Salazar, Franz Yupanqui, Claudio Meneses, Susana Layana, and Gonzalo Yáñez
Nat. Hazards Earth Syst. Sci., 23, 991–1006, https://doi.org/10.5194/nhess-23-991-2023, https://doi.org/10.5194/nhess-23-991-2023, 2023
Short summary
Short summary
The acquisition of more generalizable models, using machine learning techniques, creates a good opportunity to develop a multi-volcano probabilistic model for volcanoes worldwide. This will improve the understanding and evaluation of the hazards and risks associated with the activity of volcanoes.
Matthew W. Hayward, Emily M. Lane, Colin N. Whittaker, Graham S. Leonard, and William L. Power
Nat. Hazards Earth Syst. Sci., 23, 955–971, https://doi.org/10.5194/nhess-23-955-2023, https://doi.org/10.5194/nhess-23-955-2023, 2023
Short summary
Short summary
In this paper, 20 explosive volcanic eruption scenarios of differing location and magnitude are simulated to investigate tsunami generation in Lake Taupō, New Zealand. A non-hydrostatic multilayer numerical scheme resolves the highly dispersive generated wavefield. Inundation, hydrographic and related hazard outputs are produced, indicating that significant inundation around the lake shore begins above 5 on the volcanic explosivity index.
Gui Hu, Linlin Li, Zhiyuan Ren, and Kan Zhang
Nat. Hazards Earth Syst. Sci., 23, 675–691, https://doi.org/10.5194/nhess-23-675-2023, https://doi.org/10.5194/nhess-23-675-2023, 2023
Short summary
Short summary
We explore the tsunamigenic mechanisms and the hydrodynamic characteristics of the 2022 Hunga Tonga–Hunga Ha'apai volcanic tsunami event. Through extensive analysis of tsunami waveforms, we identify four distinct tsunami components from different physical mechanisms. The long-lasting oscillation of the tsunami event in the Pacific Ocean was mainly associated with the interplay of the ocean waves left by atmospheric waves with local bathymetry.
Sébastien Biass, Susanna F. Jenkins, William H. Aeberhard, Pierre Delmelle, and Thomas Wilson
Nat. Hazards Earth Syst. Sci., 22, 2829–2855, https://doi.org/10.5194/nhess-22-2829-2022, https://doi.org/10.5194/nhess-22-2829-2022, 2022
Short summary
Short summary
We present a methodology that combines big Earth observation data and interpretable machine learning to revisit the impact of past volcanic eruptions recorded in archives of multispectral satellite imagery. Using Google Earth Engine and dedicated numerical modelling, we revisit and constrain processes controlling vegetation vulnerability to tephra fallout following the 2011 eruption of Cordón Caulle volcano, illustrating how this approach can inform the development of risk-reduction policies.
Maud Devès, Robin Lacassin, Hugues Pécout, and Geoffrey Robert
Nat. Hazards Earth Syst. Sci., 22, 2001–2029, https://doi.org/10.5194/nhess-22-2001-2022, https://doi.org/10.5194/nhess-22-2001-2022, 2022
Short summary
Short summary
This paper focuses on the issue of population information about natural hazards and disaster risk. It builds on the analysis of the unique seismo-volcanic crisis on the island of Mayotte, France, that started in May 2018 and lasted several years. We document the gradual response of the actors in charge of scientific monitoring and risk management. We then make recommendations for improving risk communication strategies in Mayotte and also in contexts where comparable geo-crises may happen.
Susanna F. Jenkins, Sébastien Biass, George T. Williams, Josh L. Hayes, Eleanor Tennant, Qingyuan Yang, Vanesa Burgos, Elinor S. Meredith, Geoffrey A. Lerner, Magfira Syarifuddin, and Andrea Verolino
Nat. Hazards Earth Syst. Sci., 22, 1233–1265, https://doi.org/10.5194/nhess-22-1233-2022, https://doi.org/10.5194/nhess-22-1233-2022, 2022
Short summary
Short summary
There is a need for large-scale comparable assessments of volcanic threat, but previous approaches assume circular hazard to exposed population. Our approach quantifies and ranks five exposure types to four volcanic hazards for 40 volcanoes in Southeast Asia. Java has the highest median exposure, with Merapi consistently ranking as the highest-threat volcano. This study and the tools developed provide a road map with the possibility to extend them to other regions and/or towards impact and loss.
Costanza Bonadonna, Ali Asgary, Franco Romerio, Tais Zulemyan, Corine Frischknecht, Chiara Cristiani, Mauro Rosi, Chris E. Gregg, Sebastien Biass, Marco Pistolesi, Scira Menoni, and Antonio Ricciardi
Nat. Hazards Earth Syst. Sci., 22, 1083–1108, https://doi.org/10.5194/nhess-22-1083-2022, https://doi.org/10.5194/nhess-22-1083-2022, 2022
Short summary
Short summary
Evacuation planning and management represent a key aspect of volcanic crises because they can increase people's protection as well as minimize the potential impacts on the economy, properties and infrastructure of the affected area. We present a simulation tool that assesses the effectiveness of different evacuation scenarios as well as a model to assess the economic impact of evacuation as a function of evacuation duration and starting period using the island of Vulcano (Italy) as a case study.
Luca Bugliaro, Dennis Piontek, Stephan Kox, Marius Schmidl, Bernhard Mayer, Richard Müller, Margarita Vázquez-Navarro, Daniel M. Peters, Roy G. Grainger, Josef Gasteiger, and Jayanta Kar
Nat. Hazards Earth Syst. Sci., 22, 1029–1054, https://doi.org/10.5194/nhess-22-1029-2022, https://doi.org/10.5194/nhess-22-1029-2022, 2022
Short summary
Short summary
The monitoring of ash dispersion in the atmosphere is an important task for satellite remote sensing since ash represents a threat to air traffic. We present an AI-based method that retrieves the spatial extension and properties of volcanic ash clouds with high temporal resolution during day and night by means of geostationary satellite measurements. This algorithm, trained on realistic observations simulated with a radiative transfer model, runs operationally at the German Weather Service.
Manuel Titos, Beatriz Martínez Montesinos, Sara Barsotti, Laura Sandri, Arnau Folch, Leonardo Mingari, Giovanni Macedonio, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 22, 139–163, https://doi.org/10.5194/nhess-22-139-2022, https://doi.org/10.5194/nhess-22-139-2022, 2022
Short summary
Short summary
This work addresses a quantitative hazard assessment on the possible impact on air traffic of a future ash-forming eruption on the island of Jan Mayen. Through high-performance computing resources, we numerically simulate the transport of ash clouds and ash concentration at different flight levels over an area covering Iceland and the UK using the FALL3D model. This approach allows us to derive a set of probability maps explaining the extent and persisting concentration conditions of ash clouds.
Warner Marzocchi, Jacopo Selva, and Thomas H. Jordan
Nat. Hazards Earth Syst. Sci., 21, 3509–3517, https://doi.org/10.5194/nhess-21-3509-2021, https://doi.org/10.5194/nhess-21-3509-2021, 2021
Short summary
Short summary
Eruption forecasting and volcanic hazard analysis are pervaded by uncertainty of different kinds, such as the natural randomness, our lack of knowledge, and the so-called unknown unknowns. After discussing the limits of how classical probabilistic frameworks handle these uncertainties, we put forward a unified probabilistic framework which unambiguously defines uncertainty of different kinds, and it allows scientific validation of the hazard model against independent observations.
Stuart R. Mead, Jonathan Procter, and Gabor Kereszturi
Nat. Hazards Earth Syst. Sci., 21, 2447–2460, https://doi.org/10.5194/nhess-21-2447-2021, https://doi.org/10.5194/nhess-21-2447-2021, 2021
Short summary
Short summary
Computer simulations can be used to estimate the flow path and inundation of volcanic mass flows; however, their accuracy needs to be appropriately measured and handled in order to determine hazard zones. This paper presents an approach to simulation accuracy assessment and hazard zonation with a volcanic debris avalanche as the benchmark. This method helped to identify and support key findings about errors in mass flow simulations, as well as potential end-use cases for hazard zonation.
Magdalena Oryaëlle Chevrel, Massimiliano Favalli, Nicolas Villeneuve, Andrew J. L. Harris, Alessandro Fornaciai, Nicole Richter, Allan Derrien, Patrice Boissier, Andrea Di Muro, and Aline Peltier
Nat. Hazards Earth Syst. Sci., 21, 2355–2377, https://doi.org/10.5194/nhess-21-2355-2021, https://doi.org/10.5194/nhess-21-2355-2021, 2021
Short summary
Short summary
At Piton de la Fournaise, eruptions are typically fissure-fed and form extensive lava flow fields. Most historical events have occurred inside an uninhabited caldera, but rarely has lava flowed where population and infrastructure might be at risk. We present an up-to-date lava flow hazard map to visualize the probability of inundation by a lava flow per unit area that is an essential tool for hazard mitigation and guiding crises response management.
Andrea Bevilacqua, Alvaro Aravena, Augusto Neri, Eduardo Gutiérrez, Demetrio Escobar, Melida Schliz, Alessandro Aiuppa, and Raffaello Cioni
Nat. Hazards Earth Syst. Sci., 21, 1639–1665, https://doi.org/10.5194/nhess-21-1639-2021, https://doi.org/10.5194/nhess-21-1639-2021, 2021
Short summary
Short summary
We present novel probability maps for the opening position of new vents in the San Salvador (El Salvador) and Nejapa-Chiltepe (Nicaragua) volcanic complexes. In particular, we present thematic maps, i.e., we consider different hazardous phenomena separately. To illustrate the significant effects of considering the expected eruption style in the construction of vent opening maps, we focus on the analysis of small-scale pyroclastic density currents using an approach based on numerical modeling.
Joana Medeiros, Rita Carmo, Adriano Pimentel, José Cabral Vieira, and Gabriela Queiroz
Nat. Hazards Earth Syst. Sci., 21, 417–437, https://doi.org/10.5194/nhess-21-417-2021, https://doi.org/10.5194/nhess-21-417-2021, 2021
Short summary
Short summary
This study proposes a new approach to accessing the economic impact of explosive eruptions on the tourism sector on São Miguel Island, which uses the loss present value method to estimate the benefits generated by accommodation units over 30 years for different scenarios. The results reveal that in a near-total-destruction scenario, the economic loss is ~ EUR 145 million. This method can be adapted to other volcanic regions and also to other geological hazards and economic sectors.
Carola Leva, Georg Rümpker, and Ingo Wölbern
Nat. Hazards Earth Syst. Sci., 20, 3627–3638, https://doi.org/10.5194/nhess-20-3627-2020, https://doi.org/10.5194/nhess-20-3627-2020, 2020
Short summary
Short summary
Often, an abrupt increase in shallow seismicity at volcanoes is seen as an indicator for magmatic intrusions into the upper crust. If no eruption occurs and the seismic activity stops, this is called a failed eruption. Here, we report a failed eruption of Brava, Cabo Verde, in August 2016. We remotely monitored the seismicity of Brava with a seismic array, operating from October 2015 to December 2016. Other episodes with increased seismicity around the island were also observed during the study.
Philipson Bani, Kristianto, Syegi Kunrat, and Devy Kamil Syahbana
Nat. Hazards Earth Syst. Sci., 20, 2119–2132, https://doi.org/10.5194/nhess-20-2119-2020, https://doi.org/10.5194/nhess-20-2119-2020, 2020
Short summary
Short summary
Awu is a little-known volcano in Indonesia, and paradoxically it is one of the deadliest volcanoes on Earth. Some of its recurrent intense eruptions have induced world-scale impacts. The pulverization of a cooled lava dome and its conduit plug have allowed lake water injection into the conduit, leading to explosive water–magma interaction. The past vigorous eruptions were likely induced by these phenomena and it is a possible scenario for future events.
Giuseppe De Natale, Claudia Troise, and Renato Somma
Nat. Hazards Earth Syst. Sci., 20, 2037–2053, https://doi.org/10.5194/nhess-20-2037-2020, https://doi.org/10.5194/nhess-20-2037-2020, 2020
Short summary
Short summary
This paper starts by showing the present low performance of eruption forecasting and then addresses the problem of effectively mitigating the highest volcanic risk in the world, represented by the Naples area (southern Italy). The problem is considered in a highly multidisciplinary way, taking into account the main economic, sociological and urban planning issues. Our study gives precise guidelines to assessing and managing volcanic risk in any densely urbanised area.
Marcus Hirtl, Delia Arnold, Rocio Baro, Hugues Brenot, Mauro Coltelli, Kurt Eschbacher, Helmut Hard-Stremayer, Florian Lipok, Christian Maurer, Dieter Meinhard, Lucia Mona, Marie D. Mulder, Nikolaos Papagiannopoulos, Michael Pernsteiner, Matthieu Plu, Lennart Robertson, Carl-Herbert Rokitansky, Barbara Scherllin-Pirscher, Klaus Sievers, Mikhail Sofiev, Wim Som de Cerff, Martin Steinheimer, Martin Stuefer, Nicolas Theys, Andreas Uppstu, Saskia Wagenaar, Roland Winkler, Gerhard Wotawa, Fritz Zobl, and Raimund Zopp
Nat. Hazards Earth Syst. Sci., 20, 1719–1739, https://doi.org/10.5194/nhess-20-1719-2020, https://doi.org/10.5194/nhess-20-1719-2020, 2020
Short summary
Short summary
The paper summarizes the set-up and outcome of a volcanic-hazard demonstration exercise, with the goals of assessing and mitigating the impacts of volcanic ash clouds on civil and military aviation. Experts in the field simulated the sequence of procedures for an artificial eruption of the Etna volcano in Italy. The scope of the exercise ranged from the detection of the assumed event to the issuance of early warnings and optimized rerouting of flights.
Adrianus de Laat, Margarita Vazquez-Navarro, Nicolas Theys, and Piet Stammes
Nat. Hazards Earth Syst. Sci., 20, 1203–1217, https://doi.org/10.5194/nhess-20-1203-2020, https://doi.org/10.5194/nhess-20-1203-2020, 2020
Short summary
Short summary
TROPOMI satellite measurements can accurately determine the height of thick volcanic ash clouds from a short-lived volcanic eruption of the Sinabung volcano in Indonesia. Standard geostationary satellite detection of volcanic ash was limited due to the presence of water and ice in the upper parts of volcanic ash clouds, a known issue. The TROPOMI satellite measurements do not suffer from this limitation, hence providing information where standard geostationary volcanic ash detection is limited.
Ayleen Gaete, Thomas R. Walter, Stefan Bredemeyer, Martin Zimmer, Christian Kujawa, Luis Franco Marin, Juan San Martin, and Claudia Bucarey Parra
Nat. Hazards Earth Syst. Sci., 20, 377–397, https://doi.org/10.5194/nhess-20-377-2020, https://doi.org/10.5194/nhess-20-377-2020, 2020
Short summary
Short summary
Phreatic eruptions often occur without signs of enhanced volcanic unrest, avoiding detection and posing a threat to people in the vicinity. We analyzed data of the 2015 phreatic eruption of Lascar volcano, Chile, to retrospectively identify a precipitation event as the trigger mechanism and potential signs heralding this minor eruption. We showed that it is possible to detect the precursory activity of phreatic eruptions by deploying appropriate multiparametric monitoring.
Valérie Baumann, Costanza Bonadonna, Sabatino Cuomo, Mariagiovanna Moscariello, Sebastien Biass, Marco Pistolesi, and Alessandro Gattuso
Nat. Hazards Earth Syst. Sci., 19, 2421–2449, https://doi.org/10.5194/nhess-19-2421-2019, https://doi.org/10.5194/nhess-19-2421-2019, 2019
Short summary
Short summary
Lahars are fast-moving mixtures of volcanic debris and water propagating downslope on volcanoes that can be very dangerous for people and property. Identification of lahar source areas and initiation mechanisms is crucial to comprehensive lahar hazard assessment. We present the first rain-triggered lahar susceptibility map for La Fossa volcano (Vulcano, Italy) combining probabilistic tephra modelling, slope-stability modelling, precipitation data, field characterizations, and geotechnical tests.
David M. Hyman, Andrea Bevilacqua, and Marcus I. Bursik
Nat. Hazards Earth Syst. Sci., 19, 1347–1363, https://doi.org/10.5194/nhess-19-1347-2019, https://doi.org/10.5194/nhess-19-1347-2019, 2019
Short summary
Short summary
In this work, we present new methods for calculating the mean, standard deviation, median, and modal locations of the boundaries of volcanic hazards. These calculations are based on a new, mathematically rigorous definition of probabilistic hazard maps – a way to map the probabilities of inundation by a given hazard. We apply this analysis to several models of volcanic flows: simple models of viscous flows, complex models of a tabletop granular flow, and a complex model of a volcanic mud flow.
Sophie Mossoux, Matthieu Kervyn, and Frank Canters
Nat. Hazards Earth Syst. Sci., 19, 1251–1263, https://doi.org/10.5194/nhess-19-1251-2019, https://doi.org/10.5194/nhess-19-1251-2019, 2019
Short summary
Short summary
Hazard maps provide information about the probability of given areas of being affected by hazards. So far studies combining hazard mapping with accessibility to services are few. In this study, we propose two new metrics defining the importance of each road segment in the accessibility of services, taking into account the probability of being affected by a hazard. These metrics may help support discussions about the development of new infrastructure or road segments and evacuation procedures.
Sara Osman, Eduardo Rossi, Costanza Bonadonna, Corine Frischknecht, Daniele Andronico, Raffaello Cioni, and Simona Scollo
Nat. Hazards Earth Syst. Sci., 19, 589–610, https://doi.org/10.5194/nhess-19-589-2019, https://doi.org/10.5194/nhess-19-589-2019, 2019
Short summary
Short summary
The fallout of large clasts (> 5 cm) from the margins of eruptive plumes can damage local infrastructure and severely injure people close to the volcano. Even though this potential hazard has been observed at many volcanoes, it has often been overlooked. We present the first hazard and risk assessment of large-clast fallout from eruptive plumes and use Mt Etna (Italy) as a case study. The use of dedicated shelters in the case of an explosive event that occurs with no warning is also evaluated.
Herlan Darmawan, Thomas R. Walter, Valentin R. Troll, and Agus Budi-Santoso
Nat. Hazards Earth Syst. Sci., 18, 3267–3281, https://doi.org/10.5194/nhess-18-3267-2018, https://doi.org/10.5194/nhess-18-3267-2018, 2018
Short summary
Short summary
At Merapi volcano, lava dome failure may generate pyroclastic flow and threaten populations who live on its flanks. Here, we assessed the potential hazard of the Merapi lava dome by using drone photogrammetry and numerical modeling. Results show a weak structural depression that is associated with high thermal imaging in the southern Merapi lava dome sector. The southern lava dome sector may be further destabilized by typical rainfall at the Merapi summit and produce pyroclastic flow up to 4 km.
Stefania Bartolini, Carmen López, Laura Becerril, Rosa Sobradelo, and Joan Martí
Nat. Hazards Earth Syst. Sci., 18, 1759–1770, https://doi.org/10.5194/nhess-18-1759-2018, https://doi.org/10.5194/nhess-18-1759-2018, 2018
Short summary
Short summary
The most challenging aspect of forecasting volcanic eruptions is the correct identification and interpretation of precursors during the episodes that normally precede eruptive activity. We show an easy and useful approach to the understanding of the information recorded by the monitoring system and show how this information can be used to forecast an eruption and its potential hazards in real time. This methodology can be used to facilitate communication between scientists and decision-makers.
Elena Gerwing, Matthias Hort, Jörn Behrens, and Bärbel Langmann
Nat. Hazards Earth Syst. Sci., 18, 1517–1534, https://doi.org/10.5194/nhess-18-1517-2018, https://doi.org/10.5194/nhess-18-1517-2018, 2018
Short summary
Short summary
This article describes the first volcanic emission advection model based on an adaptive mesh. The advection of volcanic emissions plays a crucial role in climate research, air traffic control and human wellbeing. In contrast to already existing volcanic emission dispersion models relying on a fixed grid, the application of an adaptive mesh enables us to simulate the advection of volcanic emissions with a high local resolution while minimizing computational cost.
Natalie J. Harvey, Nathan Huntley, Helen F. Dacre, Michael Goldstein, David Thomson, and Helen Webster
Nat. Hazards Earth Syst. Sci., 18, 41–63, https://doi.org/10.5194/nhess-18-41-2018, https://doi.org/10.5194/nhess-18-41-2018, 2018
Laura Becerril, Joan Martí, Stefania Bartolini, and Adelina Geyer
Nat. Hazards Earth Syst. Sci., 17, 1145–1157, https://doi.org/10.5194/nhess-17-1145-2017, https://doi.org/10.5194/nhess-17-1145-2017, 2017
Short summary
Short summary
Lanzarote is an island (Canaries, Spain), that has hosted the largest and longest eruption in the archipelago (Timanfaya 1730–36). It brought severe economic losses and forced local people to migrate. We have developed the first comprehensive hazard assessment for the island. New eruptions will take place close to the last one and will be characterised by Strombolian activity, with ash emission towards the S, medium-length lava flows and hydromagmatic activity only close to the coastal areas.
Arnau Folch, Jordi Barcons, Tomofumi Kozono, and Antonio Costa
Nat. Hazards Earth Syst. Sci., 17, 861–879, https://doi.org/10.5194/nhess-17-861-2017, https://doi.org/10.5194/nhess-17-861-2017, 2017
Short summary
Short summary
Atmospheric dispersal of a gas denser than air can threat the environment and surrounding communities. In complex terrains, microscale winds and local orographic features can have a strong influence on the gas cloud behavior, potentially leading to inaccurate model results if not captured by coarser-scale simulations. We introduce a methodology for microscale wind field characterization and validate it using, as a test case, the CO2 gas dispersal from 1986 Lake Nyos eruption.
Stuart R. Mead, Christina Magill, Vincent Lemiale, Jean-Claude Thouret, and Mahesh Prakash
Nat. Hazards Earth Syst. Sci., 17, 703–719, https://doi.org/10.5194/nhess-17-703-2017, https://doi.org/10.5194/nhess-17-703-2017, 2017
Short summary
Short summary
Volcanic mudflows, called lahars, can cause large amounts of damage to buildings. In this research we developed a method to estimate lahar-induced building damage based on the height, speed and amount of volcanic material in the lahar. This method was applied to a small region in Arequipa, Peru, where computer models were used to estimate the number of buildings affected by lahars. The research found that building location and the size of the flow are most important in determining damage.
Werner T. Flueck
Nat. Hazards Earth Syst. Sci., 16, 2351–2355, https://doi.org/10.5194/nhess-16-2351-2016, https://doi.org/10.5194/nhess-16-2351-2016, 2016
Short summary
Short summary
The 2011 Puyehue volcano eruption also caused persisting chemical impacts. By 2012, dental fluorosis in deer appeared, with bone fluoride increasing > 38-fold. Livestock also succumbed to fluorosis. As exposure of ruminants continued, bone fluoride reached 10 396 ppm, by 2014 caused skeletal fluorosis, reduced wool growth, and caused major losses among periparturient cattle. Peculiarities of digestive processes make ruminants susceptible to fluoride-containing ashes.
Ana Graciela Ulke, Marcela M. Torres Brizuela, Graciela B. Raga, and Darrel Baumgardner
Nat. Hazards Earth Syst. Sci., 16, 2159–2175, https://doi.org/10.5194/nhess-16-2159-2016, https://doi.org/10.5194/nhess-16-2159-2016, 2016
Short summary
Short summary
The eruption in June 2011 of the Puyehue-Cordón Caulle Volcanic Complex (Chile) impacted air traffic around the Southern Hemisphere for several months. The ash deposited in vast areas of the Patagonian steppe was subjected to the strong wind conditions prevalent during the austral winter and spring. An ash resuspension event impacted Buenos Aires and resulted in the closure of airports in the area on 16 October 2011. Measurements of aerosol properties clearly indicate the enhanced concentrations
Nicole Richter, Massimiliano Favalli, Elske de Zeeuw-van Dalfsen, Alessandro Fornaciai, Rui Manuel da Silva Fernandes, Nemesio M. Pérez, Judith Levy, Sónia Silva Victória, and Thomas R. Walter
Nat. Hazards Earth Syst. Sci., 16, 1925–1951, https://doi.org/10.5194/nhess-16-1925-2016, https://doi.org/10.5194/nhess-16-1925-2016, 2016
Short summary
Short summary
We provide a comprehensive lava flow hazard assessment for Fogo volcano, Cabo Verde before and after the 2014–2015 eruption based on probabilistic lava flow simulations. We find that the probability of lava flow invasion has not decreased at the location of two villages that were destroyed during this eruption, but have already started to be rebuilt. Our findings will be important for the next eruption of Fogo volcano and have implications for future lava flow crises elsewhere in the world.
Rosario Vázquez, Lucia Capra, and Velio Coviello
Nat. Hazards Earth Syst. Sci., 16, 1881–1895, https://doi.org/10.5194/nhess-16-1881-2016, https://doi.org/10.5194/nhess-16-1881-2016, 2016
Short summary
Short summary
We present the morphological changes experienced by Montegrande ravine (Volcán de Colima, Mexico) during the 2013, 2014 and 2015 rainy seasons. A total of 11 lahars occurred during this period of time, and their erosion/deposition effects were quantified by means of cross sections and rainfall analysis. The major factors controlling the E/D rates are the channel-bed slope, the cross-section width, the flow depth and the joint effect of sediment availability and accumulated rainfall.
Alessandro Bonforte, Douglas Antonio Hernandez, Eduardo Gutiérrez, Louis Handal, Cecilia Polío, Salvatore Rapisarda, and Piergiorgio Scarlato
Nat. Hazards Earth Syst. Sci., 16, 1755–1769, https://doi.org/10.5194/nhess-16-1755-2016, https://doi.org/10.5194/nhess-16-1755-2016, 2016
Short summary
Short summary
In this paper, we present the work done during an international cooperation between Italy and El Salvador, for implementing the multiparametric monitoring of the San Miguel volcano in El Salvador after its sudden unrest. In particular, the aim of this paper is to show and describe the installed geodetic network and to show, comment and interpret the very first detailed ground deformation data obtained on this volcano during an unrest period, useful for characterizing its unknown dynamics.
Lara Mani, Paul D. Cole, and Iain Stewart
Nat. Hazards Earth Syst. Sci., 16, 1673–1689, https://doi.org/10.5194/nhess-16-1673-2016, https://doi.org/10.5194/nhess-16-1673-2016, 2016
Short summary
Short summary
Here, we aim to better understand the potential for using video games in volcanic hazard education with at-risk communities. A study using a bespoke-designed video game – St. Vincent's Volcano – was trialled on the Caribbean island of St. Vincent in 2015. Preliminary data analysis demonstrates 94 % of study participants had an improved knowledge of volcanic hazards after playing the game, leading us to conclude that video games could be a logical progression for education and outreach activities.
Alicia García, Servando De la Cruz-Reyna, José M. Marrero, and Ramón Ortiz
Nat. Hazards Earth Syst. Sci., 16, 1135–1144, https://doi.org/10.5194/nhess-16-1135-2016, https://doi.org/10.5194/nhess-16-1135-2016, 2016
Short summary
Short summary
Earthquakes of volcanic origin (VT) represent a significant hazard in volcanic islands prone to landslides. We present a methodology to forecast large VT earthquakes during volcanic crises based on an algorithm that translates fluctuations of the level of seismicity into 10-day time windows of increased probability of a major event. This algorithm has been successfully applied during the 2011–2013 volcanic crisis at El Hierro (Canary Islands).
Boris M. Shevtsov, Pavel P. Firstov, Nina V. Cherneva, Robert H. Holzworth, and Renat R. Akbashev
Nat. Hazards Earth Syst. Sci., 16, 871–874, https://doi.org/10.5194/nhess-16-871-2016, https://doi.org/10.5194/nhess-16-871-2016, 2016
Short summary
Short summary
The Kamchatka volcano group is located near populated areas and international air routes. Due to this, explosive eruptions are a serious threat to their security. To decrease the risks, effective systems for remote detection of eruptions are necessary. WWLLN resolution is enough for the remote sensing of the volcano lightning activity in the early stage of ash cloud formation a few minutes after the eruption when electrification proceeds the most intensively.
Cited articles
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.
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.
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.
Aravena, A.: AlvaroAravena/BoxMapProb: BoxMapProb (v2.0), Zenodo [code], https://doi.org/10.5281/zenodo.7189776, 2022.
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.
Aravena, A., Chupin, L., Dubois, T., and Roche, O.: The influence of gas pore
pressure in dense granular flows: numerical simulations versus experiments
and implications for pyroclastic density currents, Bull. Volcanol., 83, 77, https://doi.org/10.1007/s00445-021-01507-7, 2021.
Aravena, A., Bevilacqua, A., de' Michieli Vitturi, M., Esposti Ongaro, T.,
Neri, A., and Cioni, R.: Calibration strategies of PDC kinetic energy models and their application to the construction of hazard maps, Bull. Volcanol., 84, 29, https://doi.org/10.1007/s00445-022-01538-8, 2022.
Armienti, P., Macedonio, G., and Pareschi, M. T.: A numerical model for
simulation of tephra transport and deposition applications to May 18, 1980,
Mount St. Helens eruption, J. Geophys. Res.-Solid., 93, 6463–6476, https://doi.org/10.1029/JB093iB06p06463, 1988.
Aspinall, W. P.: Structured elicitation of expert judgment for probabilistic
hazard and risk assessment in volcanic eruptions, in: Statistics in Volcanology, Geological Society of London on behalf of IAVCEI, edited by:
Mader, H. M., Coles, S. G., Connor, C. B., and Connor, L. J., Geological Society for IAVCEI, London, 296 pp., https://doi.org/10.1144/IAVCEI001.2, 2006.
Aspinall, W. P., Bevilacqua, A., Costa, A., Inakura, H., Mahony, S., Neri, A., and Sparks, R. S. J.: Probabilistic reconstruction (or forecasting) of distal runouts of large magnitude ignimbrite PDC flows sensitive to topography using mass-dependent inversion models, in: AGU Fall Meeting 2019, San Francisco, CA, USA, https://doi.org/10.1002/essoar.10502300.1, 2019.
Aspinall, W. P., Sparks, R. S. J., Connor, C. B., Hill, B. E., Costa, A.,
Rougier, J. C., Inakura, H., and Mahony, S.: Aso volcano: estimating the
probabilistic likelihood of a future Aso4-scale eruption from stochastic
uncertainty analysis of volcanological evidence using importance sampling, in: International Workshop on Rock Mechanics and Engineering Geology in Volcanic Fields (RMEGV2021), Fukuoka, Japan, edited by: Ito, T., Ohta, T., and Osada, M., SRM & JSEG, ISBN 978-4-907430-05-4, 2021.
Baines, P. G. and Sparks, R. S. J.: Dynamics of volcanic ash clouds from
supervolcanic eruptions, Geophys. Res. Lett, 32, L24808,
https://doi.org/10.1029/2005GL024597, 2005.
Bamber, J. L., Oppenheimer, M., Kopp, R., Aspinall, W., and Cooke, R.: Ice sheet contributions to future sea-level rise from structured expert judgment,
P. Natl. Acad. Sci. USA, 116, 11195–11200, https://doi.org/10.1073/pnas.1817205116, 2019.
Barons, M. J. and Aspinall, W.: Anticipated impacts of Brexit scenarios on
UK food prices and implications for policies on poverty and health: a
structured expert judgement approach, BMJ Open, 10, e032376, https://doi.org/10.1136/bmjopen-2019-032376, 2020.
Bevilacqua, A.: Doubly stochastic models for volcanic hazard assessment at
Campi Flegrei caldera, Theses 21, Edizioni della Normale, Birkhäuser/Springer, Pisa, p. 227, https://doi.org/10.1007/978-88-7642-577-6, 2016.
Bevilacqua, A., Isaia, R., Neri, A., Vitale, S., Aspinall, W. P., Bisson, M., Flandoli, F., Baxter, P. J., Bertagnini, A., Esposti Ongaro, T., Iannuzzi, E., Pistolesi, M., and Rosi, M.: Quantifying volcanic hazard at Campi Flegrei caldera (Italy) with uncertainty assessment: I. Vent opening maps, J. Geophys. Res.-Solid, 120, 2309–2329, https://doi.org/10.1002/2014JB011775, 2015.
Bevilacqua, A., Neri, A., Bisson, M., Esposti Ongaro, T., Flandoli, F., Isaia, R., Rosi, M., and Vitale, S.: The effects of vent location, event scale, and time forecasts on pyroclastic density current hazard maps at Campi Flegrei caldera (Italy), Front. Earth Sci., 5, 72, https://doi.org/10.3389/feart.2017.00072, 2017.
Bevilacqua, A., Bursik, M. I., Patra, A. K., Pitman, B. E., Yang, Q., Sangani, R., and Kobs-Nawotniak, S.: Late Quaternary eruption record and probability of future volcanic eruptions in the Long Valley volcanic region (CA, USA), J. Geophys. Res.-Solid, 123, 5466–5494, https://doi.org/10.1029/2018JB015644, 2018.
Bevilacqua, A., Patra, A. K., Bursik, M. I., Pitman, E. B., Macías, J. L., Saucedo, R., and Hyman, D.: Probabilistic forecasting of plausible debris flows from Nevado de Colima (Mexico) using data from the Atenquique debris flow, 1955, Nat. Hazards Earth Syst. Sci., 19, 791–820, https://doi.org/10.5194/nhess-19-791-2019, 2019.
Bevilacqua, A., Aravena, A., Neri, A., Gutiérrez, E., Escobar, D., Schliz, M., Aiuppa, A., and Cioni, R.: Thematic vent opening probability
maps and hazard assessment of small-scale pyroclastic density currents in
the San Salvador volcanic complex (El Salvador) and Nejapa-Chiltepe volcanic
complex (Nicaragua), Nat. Hazards Earth Syst. Sci., 21, 1639–1665,
https://doi.org/10.5194/nhess-21-1639-2021, 2021.
Bevilacqua, A., Macedonio, G., Neri, A., Orsi, G., and Petrosino, P.: Volcanic Hazard Assessment at the Campi Flegrei Caldera (Italy), in: Campi Flegrei, Active Volcanoes of the World, edited by: Orsi, G., D'Antonio, M., and Civetta, L., Springer, https://doi.org/10.1007/978-3-642-37060-1_12, 2022.
Biagioli, G., Bevilacqua, A., Esposti Ongaro, T., and de' Michieli Vitturi,
M.: PyBox: a Python tool for simulating the kinematics of pyroclastic density currents with the box-model approach, Reference and user's guide, Zenodo [code], https://doi.org/10.5281/zenodo.2616551, 2019.
Black, B., Neely, R., and Manga, M.: Campanian Ignimbrite volcanism, climate, and the final decline of the Neanderthals, Geology, 43, 411–414,
https://doi.org/10.1130/G36514.1, 2015.
Bonadonna, C. and Phillips, J.: Sedimentation from strong volcanic plumes, J.
Geophys. Res.-Solid, 108, 2340, https://doi.org/10.1029/2002JB002034, 2003.
Bonnecaze, R. T., Hallworth, M. A., Huppert, H. E., and Lister, J. R.:
Axisymmetric particle-driven gravity currents, J. Fluid Mech., 294, 93–121,
https://doi.org/10.1017/S0022112095002825, 1995.
Brosch, E., Lube, G., Cerminara, M., Esposti-Ongaro, T., Breard, E. C. P.,
Dufek, J., Sovilla, B., and Fullard, L.: Destructiveness of pyroclastic surges controlled by turbulent fluctuations, Nat. Commun., 12, 7306,
https://doi.org/10.1038/s41467-021-27517-9, 2021.
Brown, S. K., Crosweller, H. S., Sparks, R. S. J., Cottrell, E., Deligne, N.
I., Guerrero, N. O., Hobbs, L., Kiyosugi, K., Loughlin, S. C., Siebert, L.,
and Takarada, S.: Characterisation of the Quaternary eruption record: analysis of the Large Magnitude Explosive Volcanic Eruptions (LaMEVE) database, J. Appl. Volcanol., 3, 1–22, https://doi.org/10.1186/2191-5040-3-5, 2014.
Burgisser, A. and Bergantz, G. W.: Reconciling pyroclastic flow and surge: the multiphase physics of pyroclastic density currents, Earth Planet. Sc. Lett., 202, 405–418, 2002.
Bursik, M. I. and Woods, A. W.: The dynamics and thermodynamics of large ash flows, Bull. Volcanol., 58, 175–193, https://doi.org/10.1007/s004450050134, 1996.
Carey, S., Sigurdsson, H., Mandeville, C., and Bronto, S.: Pyroclastic flows
and surges over water: an example from the 1883 Krakatau eruption, Bull. Volcanol., 57, 493–511, https://doi.org/10.1007/BF00304435, 1996.
Carey, S., Sigurdsson, H., Mandeville, C., and Bronto, S.: Volcanic hazards
from pyroclastic flow discharge into the sea: examples from the 1883 eruption of Krakatau, Indonesia, Special Papers, Geological Society of America, 1–14, https://doi.org/10.1130/0-8137-2345-0.1, 2000.
Cas, R. A. and Wright, J. V.: Subaqueous pyroclastic flows and ignimbrites:
an assessment, Bull. Volcanol., 53, 357–380, https://doi.org/10.1007/BF00280227, 1991.
Cas, R. A., Wright, H. M., Folkes, C. B., Lesti, C., Porreca, M., Giordano,
G., and Viramonte, J. G.: The flow dynamics of an extremely large volume
pyroclastic flow, the 2.08-Ma Cerro Galán Ignimbrite, NW Argentina, and
comparison with other flow types, Bull. Volcanol., 73, 1583–1609,
https://doi.org/10.1007/s00445-011-0564-y, 2011.
Cigolini, C., Coppola, D., Yokoo, A., and Laiolo, M.: The thermal signature of Aso Volcano during unrest episodes detected from space and ground-based
measurements, Earth Planets Space, 70, 67, https://doi.org/10.1186/s40623-018-0831-7, 2018.
Cooke, R. M.: Experts in Uncertainty: Opinion and Subjective Probability in
Science, Oxford Univ. Press, New York, ISBN 10:0195064658, ISBN 13:978-0195064650, 1991.
Costa, A. and Martí, J.: Stress Field Control during Large Caldera-Forming Eruptions, Front. Earth Sci., 4, 92, https://doi.org/10.3389/feart.2016.00092, 2016.
Costa, A., Folch, A., Macedonio, G., Giaccio, B., Isaia, R., and Smith, V.
C.: Quantifying volcanic ash dispersal and impact of the Campanian Ignimbrite super-eruption, Geophys. Res. Lett., 39, L10310, https://doi.org/10.1029/2012GL051605, 2012.
Costa, A., Smith, V. C., Macedonio, G., and Matthews, N. E.: The magnitude
and impact of the Youngest Toba Tuff super-eruption, Front. Earth Sci., 2, 16, https://doi.org/10.3389/feart.2014.00016, 2014.
Costa, A., Pioli, L., and Bonadonna, C.: Assessing tephra total grain-size
distribution: Insights from field data analysis, Earth Planet. Sc. Lett., 443, 90–107, https://doi.org/10.1016/j.epsl.2016.02.040, 2016.
Costa, A., Suzuki, Y. J., and Koyaguchi, T.: Understanding the plume dynamics of explosive super-eruptions, Nat. Commun., 9, 1–6, https://doi.org/10.1038/s41467-018-02901-0, 2018.
Crosweller, H. S., Arora, B., Brown, S. K., Cottrell, E., Deligne, N. I.,
Guerrero, N. O., Hobbs, L., Kiyosugi, K., Loughlin, S. C., Lowndes, J., Nayembil, M., Sieber, L., Sparks, R. S. J., Takarada, S., and Venzke, E.:
Global database on large magnitude explosive volcanic eruptions (LaMEVE),
J. Appl. Volcanol., 1, 1–13, https://doi.org/10.1186/2191-5040-1-4, 2012.
Crowe, C., Sommerfeld, M., and Tsuji, Y.: Multiphase Flows with Droplets and
Particles, CRC Press, Boston, ISBN 9780429106392, https://doi.org/10.1201/b11103,
1998.
Dade, W. B. and Huppert, H. E: Runout and fine-sediment deposits of axisymmetric turbidity currents, J. Geophys. Res.-Oceans, 100, 18597–18609,
https://doi.org/10.1029/95JC01917, 1995.
Dade, W. B. and Huppert, H. E.: Emplacement of the Taupo Ignimbrite by a
dilute turbulent flow, Nature, 381, 509–512, https://doi.org/10.1038/381509a0, 1996.
Dade, W. and Huppert, H.: Emplacement of Taupo ignimbrite, Nature, 385, 307–308, https://doi.org/10.1038/385307a0, 1997.
Dade, W. B. and Huppert, H. E.: Long-runout rockfalls, Geology, 26, 803–806,
https://doi.org/10.1130/0091-7613(1998)026<0803:LRR>2.3.CO;2, 1998.
Decker, R. W.: How often does a Minoan eruption occur? Thera and the Aegean world III, in: Earth Sciences, edited by: Hardy, D. A., Keller, J., Galanopoulos, V. P., Fleming, N. C., and Druitt, T. H., The Thera Foundation, London, p. 1240, ISBN 10:0950613371, ISBN 13:9780950613376, 1990.
Deligne, N. I., Coles, S. G., and Sparks, R. S. J.: Recurrence rates of large explosive volcanic eruptions, J. Geophys. Res.-Solid, 115, B06203, https://doi.org/10.1029/2009JB006554, 2010.
DeMets, C., Gordon, R. G., and Argus, D. F.: Geologically current plate motions, Geophys. J. Int., 181, 1–80, https://doi.org/10.1111/j.1365-246X.2009.04491.x, 2010.
Dioguardi, F., Mele, D., Dellino, P., and Dürig, T.: The terminal velocity of volcanic particles with shape obtained from 3D X-ray microtomography, J. Volcanol. Geoth. Res., 329, 41—3, https://doi.org/10.1016/j.jvolgeores.2016.11.013, 2017.
Doyle, E. E., Huppert, H. E., Lube, G., Mader, H. M., and Sparks, R. S. J.:
Static and flowing regions in granular collapses down channels: insights
from a sedimenting shallow water model, Phys. Fluids, 19, 106601,
https://doi.org/10.1063/1.2773738, 2007.
Dufek, J.: The fluid mechanics of pyroclastic density currents, Annu. Rev. Fluid Mech., 48, 459–485, 2016.
Dufek, J. and Bergantz, G. W.: Dynamics and deposits generated by the Kos
Plateau Tuff eruption: controls of basal particle loss on pyroclastic flow
transport, Geochem. Geophy. Geosy., 8, Q12007, https://doi.org/10.1029/2007GC001741, 2007.
Esposti Ongaro, T., Widiwijayanti, C., Clarke, A. B., Voight, B., and Neri, A.: Multiphase-flow numerical modeling of the 18 May 1980 lateral blast at Mount St. Helens, USA, Geology, 39, 535–538, https://doi.org/10.1130/G31865.1, 2011.
Esposti Ongaro, T., Orsucci, S., and Cornolti, F.: A fast, calibrated model
for pyroclastic density currents kinematics and hazard, J. Volcanol. Geoth. Res., 327, 257–272, https://doi.org/10.1016/j.jvolgeores.2016.08.002, 2016.
Esposti Ongaro, T., Komorowski, J. C., Legendre, Y., and Neri, A.: Modelling
pyroclastic density currents from a subplinian eruption at La Soufrière
de Guadeloupe (West Indies, France), Bull. Volcanol., 82, 76, https://doi.org/10.1007/s00445-020-01411-6, 2020.
Fauria, K. E., Manga, M., and Chamberlain, M.: Effect of particle entrainment
on the runout of pyroclastic density currents, J. Geophys. Res.-Solid, 121, 6445–6461, https://doi.org/10.1002/2016JB013263, 2016.
Fisher, R. V., Orsi, G., Ort, M., and Heiken, G.: Mobility of a large-volume
pyroclastic flow – emplacement of the Campanian ignimbrite, Italy, J. Volcanol. Geoth. Res., 56, 205–220, https://doi.org/10.1016/0377-0273(93)90017-L, 1993.
Hallworth, M. A., Hogg, A., and Huppert, H. E.: Effects of external flow on
compositional and particle gravity currents, J. Fluid Mech., 359, 109–142,
https://doi.org/10.1017/S0022112097008409, 1998.
Hasenaka, T.: Evaluation of eruptivity of silicic magma in Aso volcano
system, in: Proceedings of the International Meeting on Eruptive History and
Informatics 2016-2, January 2017, Fukuoka, https://gbank.gsj.jp/ld/resource/geolis/201710289 (last access: 12 October 2022), 2016.
Hayakawa, Y.: Proposal of eruption magnitude, Bull. Volcanol. Soc. Jpn., 6,
223–226, https://doi.org/10.18940/kazan.38.6_223, 1993.
Hincks, T. K., Komorowski, J. C., Sparks, S. R., and Aspinall, W. P.:
Retrospective analysis of uncertain eruption precursors at La Soufrière
volcano, Guadeloupe, 1975–77: Volcanic hazard assessment using a Bayesian
Belief Network approach, J. Appl. Volcanol., 3, 26, https://doi.org/10.1186/2191-5040-3-3, 2014.
Holdaway, R. N., Duffy, B., and Kennedy, B.: Evidence for magmatic carbon
bias in 14C dating of the Taupo and other major eruptions, Nat. Commun., 9, 4110, https://doi.org/10.1038/s41467-018-06357-0, 2018.
Hoshizumi, H., Watanabe, K., Sakaguchi, K., Uto, K., Ono, K., and Nakamura,
T.: The Aso-4 pyroclastic flow deposit confirmed from the deep drill holes
inside the Aso caldera, Programme and Abstracts the Volcanological Society of
Japan, 1997_2, 5, https://doi.org/10.18940/vsj.1997.2.0_5, 1997.
Huppert, H. E. and Simpson, J. E.: The slumping of gravity currents, J. Fluid Mech., 99, 785–799, https://doi.org/10.1017/S0022112080000894, 1980.
Hyman, D. M., Bevilacqua, A., and Bursik, M. I.: Statistical theory of
probabilistic hazard maps: a probability distribution for the hazard boundary location, Nat. Hazards Earth Syst. Sci., 19, 1347–1363, https://doi.org/10.5194/nhess-19-1347-2019, 2019.
Ishibashi, H., Suwa, Y., Miyoshi, M., Yasuda, A., and Hokanishi, N.:
Amphibole–melt disequilibrium in silicic melt of the Aso-4 caldera-forming
eruption at Aso Volcano, SW Japan, Earth Planets Space, 70, 1–12,
https://doi.org/10.1186/s40623-018-0907-4, 2018.
Kaneko, K., Kamata, H., Koyaguchi, T., Yoshikawa, M., and Furukawa, K.:
Repeated large-scale eruptions from a single compositionally stratified
magma chamber: An example from Aso volcano, Southwest Japan, J. Volcanol. Geoth. Res., 167, 160–180, https://doi.org/10.1016/j.jvolgeores.2007.05.002, 2007.
Kaneko, K., Inoue, K., Koyaguchi, T., Yoshikawa, M., Shibata, T., Takahashi,
T., and Furukawa, K.: Magma plumbing system of the Aso-3 large pyroclastic
eruption cycle at Aso volcano, Southwest Japan: Petrological constraint on
the formation of a compositionally stratified magma chamber, J. Volcanol. Geoth. Res., 303, 41–58, https://doi.org/10.1016/j.jvolgeores.2015.07.016, 2015.
Kato, Y., Koyama, M., Fukushima, Y., and Nakagaki, T.: Energy Technology Roadmaps of Japan, Springer, Tokyo, https://doi.org/10.1007/978-4-431-55951-1, 2016.
Kelfoun, K.: Suitability of simple rheological laws for the numerical
simulation of dense pyroclastic flows and long-runout volcanic avalanches, J. Geophys. Res.-Solid., 116, B08209, https://doi.org/10.1029/2010JB007622, 2011.
Kelfoun, K.: A two-layer depth-averaged model for both the dilute and the
concentrated parts of pyroclastic currents, J. Geophys. Res.-Solid, 122, 4293–4311, https://doi.org/10.1002/2017JB014013, 2017.
Kelfoun, K. and Gueugneau, V.: A unifying model for pyroclastic surge genesis and pyroclastic flow fluidization, Geophys. Res. Lett., 49, e2021GL096517, https://doi.org/10.1029/2021GL096517, 2022.
Kelfoun, K., Samaniego, P., Palacios, P., and Barba, D.: Testing the suitability of frictional behaviour for pyroclastic flow simulation by comparison with a well-constrained eruption at Tungurahua volcano (Ecuador),
Bull. Volcanol., 71, 1057–1075, https://doi.org/10.1007/s00445-009-0286-6, 2009.
Kiyosugi, K., Connor, C., Sparks, R. S. J., Crosweller, H. S., Brown, S. K.,
Siebert, L., Wang, T., and Takarada, S.: How many explosive eruptions are
missing from the geologic record? Analysis of the quaternary record of large
magnitude explosive eruptions in Japan, J. Appl. Volcanol., 4, 1–15,
https://doi.org/10.1186/s13617-015-0035-9, 2015.
Komazawa, M.: Gravimetric analysis of Aso volcano and its interpretation, J. Geodet. Soc. Jpn., 41, 17–45, https://doi.org/10.11501/3102626, 1995.
Larsen, J. F., Neal, C., Schaefer, J., Beget, J., and Nye, C.: Late Pleistocene and Holocene caldera-forming eruptions of Okmok caldera, Aleutian Islands, Alaska, Geophysical Monograph Series 172, American Geophysical Union, Washington, DC, 343–364, https://doi.org/10.1029/172GM24, 2007.
Lipman, P. W.: Mineral and chemical variations within an ash-flow sheet from
Aso caldera, south-western Japan, Contrib. Mineral. Petrol., 16, 300–327, https://doi.org/10.1007/BF00371528, 1967.
Lowenstern, J. B., Smith, R. B., and Hill, D. P.: Monitoring super-volcanoes:
geophysical and geochemical signals at Yellowstone and other large caldera
systems, Philos. T. Roy. Soc. A, 364, 2055–2072, https://doi.org/10.1098/rsta.2006.1813, 2006.
Lube, G., Breard, E. C. P., Esposti-Ongaro, T., Dufek, J., and Brand, B:
Multiphase flow behaviour and hazard prediction of pyroclastic density currents, Nat. Rev. Earth Environ., 1, 348–365, https://doi.org/10.1038/s43017-020-0064-8, 2020.
Machida, H.: The stratigraphy, chronology and distribution of distal
marker-tephras in and around Japan, Global Planet. Change, 21, 71–94,
https://doi.org/10.1016/S0921-8181(99)00008-9, 1999.
Machida, H. and Arai, F.: Extensive ash falls in and around the Sea of Japan from large late Quaternary eruptions, J. Volcanol. Geoth. Res., 18, 151–164,
https://doi.org/10.1016/0377-0273(83)90007-0, 1983.
Machida, H. and Arai, F.: Atlas of Tephra in and around Japan, University of
Tokyo Press, Tokyo, 336 pp., 2003.
Machida, H., Arai, F., and Momose, M.: Aso-4 ash: a widespread tephra and
its implications to the events of Late Pleistocene in and around Japan, Bull. Volcanol. Soc. Jpn., 30, 49–70, https://doi.org/10.18940/kazanc.30.2_49, 1985.
Martí, A., Folch, A., Costa, A., and Engwell, S.: Reconstructing the plinian and coignimbrite sources of large volcanic eruptions: A novel approach for the Campanian Ignimbrite, Scient. Rep., 6, 1–11, https://doi.org/10.1038/srep21220, 2016.
Mason, B. G., Pyle, D. M., and Oppenheimer, C.: The size and frequency of the largest explosive eruptions on Earth, Bull. Volcanol., 66, 735–748,
https://doi.org/10.1007/s00445-004-0355-9, 2004.
Matsumoto, A., Uto, K., Ono, K., and Watanabe, K.: K–Ar age determinations
for Aso volcanic rocks-concordance with volcanostratigraphy and application
to pyroclastic flows, Volcanol. Soc. Jpn., B3, 73, https://doi.org/10.18940/vsj.1991.2.0_73, 1991.
Matumoto, T.: The four gigantic caldera volcanoes of Kyushu, Jpn. J. Geol. Geogr., 19, 1–57, 1943.
Miyabuchi, Y.: A 90,000-year tephrostratigraphic framework of Aso Volcano,
Japan, Sediment. Geol., 220, 169–189, https://doi.org/10.1016/j.sedgeo.2009.04.018, 2009.
Miyabuchi, Y.: Post-caldera explosive activity inferred from improved 67–30 ka tephrostratigraphy at Aso Volcano, Japan, J. Volcanol. Geoth. Res., 205, 94–113, https://doi.org/10.1016/j.jvolgeores.2011.05.004, 2011.
Miyabuchi, Y., Hoshizumi, H., Takada, H., Watanabe, K., and Xu, S.:
Pumice-fall deposits from Aso volcano during the past 90,000 years, southwestern Japan, Bull. Volcanol. Soc. Jpn., 48, 195–214, https://doi.org/10.18940/kazan.48.2_195, 2003.
Miyabuchi, Y., Masuda, N., and Watanabe, K.: Geologic history of the western
part of post-caldera central cones of Aso volcano, southwestern Japan, based
on stratigraphic relationships between lava flows and airfall tephra layers, Bull. Volcanol. Soc. Jpn., 49, 267–282, https://doi.org/10.18940/kazan.49.5_267, 2004.
Miyoshi, M., Hasenaka, T., and Sano, T.: Genetic relationships of the
compositionally diverse magmas from Aso post-caldera volcanism, Bull. Volcanol. Soc. Jpn., 50, 269–283, 2005.
Miyoshi, M., Sumino, H., Miyabuchi, Y., Shinmura, T., Mori, Y., Hasenaka, T., Furukawa, K., Uno, K., and Nagao, K.: K–Ar ages determined for post-caldera volcanic products from Aso volcano, central Kyushu, Japan, J. Volcanol. Geoth. Res., 229, 64–73, https://doi.org/10.1016/j.jvolgeores.2012.04.003, 2012.
NASA: Shuttle Radar Topography Mission (SRTM) Global, OpenTopography, https://doi.org/10.5069/G9445JDF, 2013.
Neri, A., Bevilacqua, A., Esposti Ongaro, T., Isaia, R., Aspinall, W., Bisson, M., Flandoli, F., Baxter, P., Bertagnini, A., and Iannuzzi, E.:
Quantifying volcanic hazard at Campi Flegrei caldera (Italy) with uncertainty assessment: 2. Pyroclastic density current invasion maps, J. Geophys. Res.-Solid, 120, 2330–2349, https://doi.org/10.1002/2014JB011776, 2015.
Neri, A., Esposti Ongaro, T., de' Michieli Vitturi, M., and Cerminara, M.:
Multiphase Flow Modeling of Explosive Volcanic Eruptions, in: Transport
Phenomena in Multiphase Systems, Springer, Cham, 243–281,
https://doi.org/10.1007/978-3-030-68578-2_10, 2022.
Newhall, C., Self, S., and Robock, A.: Anticipating future Volcanic
Explosivity Index (VEI) 7 eruptions and their chilling impacts, Geosphere, 14, 572–603, https://doi.org/10.1130/GES01513.1, 2018.
Ono, K. and Watanabe, K.: Aso Caldera, Chikyu Month., 5, 73–82, 1983.
Ono, K. and Watanabe, K.: Geological Map of Aso Volcano, ,
Geological Survey of Japan, Tsukuba, https://gbank.gsj.jp/volcano/Act_Vol/aso/index-e.html (last access: 12 October 2022), 1985.
Ono, K., Matsumoto, Y., Miyahisa, M., Teraoka, Y., and Kambe, N.: Geology of
the Taketa District. Quadrangle Series, , Geological Survey of Japan, Kawasaki, https://www.gsj.jp/Map/EN/docs/5man_doc/15/15_023.htm
(last access: 12 October 2022), 1977.
Oppenheimer, C. and Donovan, A. R.: On the nature and consequences of
super-eruptions, in: Volcanism and global environmental change, Cambridge University Press, 16–29, https://doi.org/10.1017/CBO9781107415683.004, 2015.
Papale, P., Global time-size distribution of volcanic eruptions on Earth,
Scient. Rep., 8, 1–11, https://doi.org/10.1038/s41598-018-25286-y, 2018.
Papale, P., Marzocchi, W., and Garg, D.: Global volume distribution for subaerial volcanism on Earth, J. Geophys. Res.-Solid, 126, e2021JB021763, https://doi.org/10.1029/2021JB021763, 2021.
Patra, A., Bevilacqua, A., Akhavan-Safaei, A., Pitman, E. B., Bursik, M., and
Hyman, D.: Comparative Analysis of the Structures and Outcomes of Geophysical
Flow Models and Modeling Assumptions Using Uncertainty Quantification, Front. Earth Sci., 8, 275, https://doi.org/10.3389/feart.2020.00275, 2020.
Petit, C. and Fournier, M.: Present-day velocity and stress fields of the
Amurian Plate from thin-shell finite-element modelling, Geophys. J. Int., 160, 357–369, https://doi.org/10.1111/j.1365-246X.2004.02486.x, 2005.
Pyle, D. M.: Sizes of volcanic eruptions, in: Encyclopedia of Volcanoes,
edited by: Sigurdsson, H., Houghton, B. F., McNutt, S. R., Rymer, H., and Stix, J., Academic Press, Cambridge, MA, 257–264,
https://doi.org/10.1016/B978-0-12-385938-9.00013-4, 2000.
Roche, O., Buesch, D., and Valentine, G.: Slow-moving and far-travelled
dense pyroclastic flows during the Peach Spring super-eruption, Nat. Commun., 7, 1–8, 2016.
Roche, O., Azzaoui, N., and Guillin, A.: Discharge rate of explosive volcanic
eruption controls runout distance of pyroclastic density currents, Earth
Planet. Sc. Lett., 568, 117017, https://doi.org/10.1016/j.epsl.2021.117017, 2021.
Rougier, J., Sparks, S. R., and Cashman, K. V.: Global recording rates for
large eruptions, J. Appl. Volcanol., 5, 1–10, https://doi.org/10.1186/s13617-016-0051-4, 2016.
Rougier, J., Sparks, R. S. J., and Cashman, K. V.: Regional and global
under-recording of large explosive eruptions in the last 1000 years, J. Appl. Volcanol., 7, 1–10, https://doi.org/10.1186/s13617-017-0070-9, 2018.
Rougier, J. C., Sparks, R. S. J., Aspinall, W. P., and Mahony, S. H.: Estimating tephra fall volume from point-referenced thickness measurements, Geophys. J. Int., 230, 1699–1710, https://doi.org/10.1093/gji/ggac131, 2022.
Rutarindwa, R., Spiller, E. T., Bevilacqua, A., Bursik, M. I., and Patra, A. K.: Dynamic probabilistic hazard mapping in the Long Valley Volcanic Region CA: integrating vent opening maps and statistical surrogates of
physical models of pyroclastic density currents, J. Geophys. Res.-Solid, 124, 9600–9621, https://doi.org/10.1029/2019JB017352, 2019.
Self, S.: The effects and consequences of very large explosive volcanic
eruptions, Philos. T. Roy. Soc. A, 364, 2073–2097, https://doi.org/10.1098/rsta.2006.1814, 2006.
Self, S.: Explosive super-eruptions and potential global impacts, in: Volcanic Hazards, Risks and Disasters, Elsevier, 399–418, https://doi.org/10.1016/B978-0-12-396453-3.00016-2, 2015.
Shimizu, H. A., Koyaguchi, T., and Suzuki, Y. J.: The run-out distance of
large-scale pyroclastic density currents: a two-layer depth-averaged model,
J. Volcanol. Geoth. Res., 381, 168–184, https://doi.org/10.1016/j.jvolgeores.2019.03.013, 2019.
Shinmura, T., Miyoshi, M., Sumino, H., Ueda, Y., Mori, Y., Hasenaka, T.,
Arakawa, Y., and Nagao, K.: K–Ar ages determined for volcanic rocks from
Nekodake volcano in the eastern rim of Aso caldera, central Kyushu, Japan,
in: Programme and abstracts the volcanological society of Japan, 2021 Fall
Meeting, Session ID B1-07, p. 51, https://doi.org/10.18940/vsj.2021.0_51, 2021.
Simkin, T.: Terrestrial volcanism in space and time, Annu. Rev. Earth Planet. Sci., 21, 427–452, https://doi.org/10.1146/annurev.ea.21.050193.002235, 1993.
Sparks, R. S. J. and Walker, G. P. L.: The significance of vitric-enriched air fall ashes associated with crystal-enriched ignimbrites, J. Volcanol. Geoth. Res., 2, 329–341, 1977.
Streck, M. and Grunder, A.: Crystallization and welding variations in a
widespread ignimbrite sheet; the Rattlesnake Tuff, eastern Oregon, USA, Bull. Volcanol., 57, 151–169, https://doi.org/10.1007/BF00265035, 1995.
Suñe-Puchol, I., Aguirre-Díaz, G.J., Dávila-Harris, P., Miggins, D. P, Pedrazzi, D., Costa, A., Ortega-Obregón, C., Lacan, P., Hernández, W., and Gutiérrez, E.: The Ilopango caldera complex, El Salvador: Origin and early ignimbrite-forming eruptions of a graben/pull-apart caldera structure, J. Volcanol. Geoth. Res., 371, 1–19, https://doi.org/10.1016/j.jvolgeores.2018.12.004, 2019.
Suzuki-Kamata, K. and Kamata, H.: The proximal facies of the Tosu pyroclastic-flow deposit erupted from Aso caldera, Japan, Bull. Volcanol., 52, 325–333, https://doi.org/10.1007/BF00302046, 1990.
Tadini, A., Bevilacqua, A., Neri, A., Cioni, R., Aspinall, W. P., Bisson, M.,
Isaia, R., Mazzarini, F., Valentine, G. A. V., Vitale, S., Baxter, P.J.,
Bertagnini, A., Cerminara, M., de' Michieli Vitturi, M., Di Roberto, A.,
Engwell, S. L., Esposti Ongaro, T., Flandoli, F., and Pistolesi, M.: Assessing future vent opening locations at the Somma-Vesuvio volcanic complex: 2. Probability maps of the caldera for a future Plinian/sub-Plinian event with uncertainty quantification, J. Geophys. Res.-Solid, 122, 4357–4376, https://doi.org/10.1002/2016JB013860, 2017.
Tadini, A., Bevilacqua, A., Neri, A., Cioni, R., Biagioli, G., de' Michieli Vitturi, M., and Esposti Ongaro, T.: Reproducing pyroclastic density current deposits of the 79 CE eruption of the Somma–Vesuvius volcano using the box-model approach, Solid Earth, 12, 119–139, https://doi.org/10.5194/se-12-119-2021, 2021a.
Tadini, A., Roche, O., Samaniego, P., Azzaoui, N., Bevilacqua, A., Guillin,
A., Gouhier, M., Bernard, B., Aspinall, W., Hidalgo, S., Eychenne, J., de' Michieli Vitturi, M., Neri, A., Cioni, R., Pistolesi, M., Gaunt, E.,
Vallejo, S., Encalada, M., Yepes, H., Proaño, A., and Pique, M.: Eruption
type probability and eruption source parameters at Cotopaxi and Guagua
Pichincha volcanoes (Ecuador) with uncertainty quantification, Bull. Volcanol., 83, 35, https://doi.org/10.1007/s00445-021-01458-z, 2021b.
Tadini A., Azzaoui, N., Roche, O., Samaniego, P., Bernard, B., Bevilacqua, A., Hidalgo, S., Guillin, A., and Gouhier, M.: Tephra fallout probabilistic
hazard maps for Cotopaxi and Guagua Pichincha volcanoes (Ecuador) with
uncertainty quantification, J. Geophys. Res.-Solid, 127, e2021JB022780, https://doi.org/10.1029/2021JB022780, 2022a.
Tadini, A., Harris, A., Morin, J., Bevilacqua, A. Peltier, A., Aspinall, W.,
Ciolli, S., Bachèlery, P., Bernard, B., Biren, J., Brum da Silveira, A.,
Cayol, V., Chevrel, Coppola, D., Dietterich, H., Donovan, A., Dorado, O.,
Drenne, S., Dupéré, O., Gurioli, L., Kolzenburg, S., Komorowski, JC,
Labazuy, P., Mangione, D., Mannini, S., Martel-Asselin, F., Médard, E.,
Pailot-Bonnétat, S., Rafflin, V., Ramsey, M., Richter, N., Vallejo, S.,
Villeneuve, N., and Zafrilla, S.: Structured elicitation of expert judgement in real-time eruption scenarios: an exercise for Piton de la Fournaise volcano, La Réunion island, Volcanica, 5, 105–131,
https://doi.org/10.30909/vol.05.01.105131, 2022b.
Tajima, Y., Hasenaka, T., and Torii, M.: Effects of the 2016 Kumamoto
earthquakes on the Aso volcanic edifice, Earth Planets Space, 69, 1–15,
https://doi.org/10.1186/s40623-017-0646-y, 2017.
Takarada, S. and Hoshizumi, H.: Distribution and eruptive volume of aso-4
pyroclastic density current and tephra fall deposits, Japan: a M8 super-eruption, Front. Earth Sci., 8, 170, https://doi.org/10.3389/feart.2020.00170, 2020.
Todesco, M., Neri, A., Esposti Ongaro, T., Papale, P., and Rosi, M.: Pyroclastic flow dynamics and hazard in a caldera setting: application to Phlegrean Fields (Italy), Geochem. Geophy. Geosy., 7, Q11003, https://doi.org/10.1029/2006GC001314, 2006.
Uto, K., Sakaguchi, K., Shibuya, A., and Yoshioka, H.: K–Ar ages of volcanic rocks from the deep drill holes inside the Aso caldera: implication for the reconstruction of the early stage of the post-caldera volcanism, Programme and abstracts, Volcanological Society of Japan, 1994_2, 211, https://doi.org/10.18940/vsj.1994.2.0_211, 1994.
Valentine, G. A .V.: Initiation of dilute and concentrated pyroclastic
currents from collapsing mixtures and origin of their proximal deposits,
Bull. Volcanol., 82, 20, https://doi.org/10.1007/s00445-020-1366-x, 2020.
Watanabe, K.: Studies on the Aso pyroclastic flow deposits in the region to
the west of Aso Caldera, Southwest Japan, I: Geology, Mem. Fac. Educ. Kumamoto Univ. Nat. Sci., 27, 97–120, 1978.
Watanabe, K.: Studies on the Aso pyroclastic flow deposits in the region to
the west of Aso Caldera Southwest Japan, II: Petrology of the Aso-4
pyroclastic flow deposits, Mem. Fac. Educ. Kumamoto Univ. Nat. Sci., 28,
75–112, 1979.
Werner, C., Colson, A., Morton, A., and Bedford, T.: Risk Assessment of Future Antibiotic Resistance – Eliciting and Modelling Probabilistic Dependencies Between Multivariate Uncertainties of Bug-Drug Combinations, Front. Appl. Math. Stat., 7, 669391, https://doi.org/10.3389/fams.2021.669391, 2021.
Williams, M.: The ∼73 ka Toba super-eruption and its impact: History
of a debate, Quatern. Int., 258, 19–29, https://doi.org/10.1016/j.quaint.2011.08.025, 2012.
Wilson, C.: Emplacement of Taupo ignimbrite, Nature, 385, 306–307,
https://doi.org/10.1038/385306a0, 1997.
Wilson, C. J. N.: The Taupo eruption, New Zealand. I. The Taupo Ignimbrite,
Philos. T. Roy. Soc. Lond. A, 314, 199–228, https://doi.org/10.1098/rsta.1985.0019, 1985a.
Wilson, C. J. N.: The Taupo eruption, New Zealand. II. The Taupo Ignimbrite,
Philos. T. Roy. Soc. Lond. A, 314, 229–310, https://doi.org/10.1098/rsta.1985.0020, 1985b.
Wilson, C. J. N.: Ignimbrite morphology and the effects of erosion: a New
Zealand case study, Bull. Volcanol., 53, 635–644, https://doi.org/10.1007/BF00493690, 1991.
Wilson, C. J. N., Houghton, B. F., Kampt, P. J. J., and McWilliamst, M. O.: An exceptionally widespread ignimbrite with implications for pyroclastic flow
emplacement, Nature, 378, 605–607, https://doi.org/10.1038/378605a0, 1995.
Yang, Q., Pitman, E. B., Spiller, E., Bursik, M., and Bevilacqua, A.: Novel
statistical emulator construction for volcanic ash transport model Ash3d
with physically-motivated measures, Philos. T. Roy. Soc. Lond. A, 476, 20200161, https://doi.org/10.1098/rspa.2020.0161, 2020.
Short summary
We evaluate through first-order kinetic energy models, the minimum volume and mass of a pyroclastic density current generated at the Aso caldera that might affect any of five distal infrastructure sites. These target sites are all located 115–145 km from the caldera, but in well-separated directions. Our constraints of volume and mass are then compared with the scale of Aso-4, the largest caldera-forming eruption of Aso.
We evaluate through first-order kinetic energy models, the minimum volume and mass of a...
Altmetrics
Final-revised paper
Preprint