How well do concentric radii approximate population exposure to volcanic hazards?
Effective risk management requires accurate assessment of population exposure to volcanic hazards. Assessment of this exposure at the large-scale has often relied on circular footprints of various sizes around a volcano to simplify challenges associated with estimating the directionality and distrib...
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Science::Geology Volcanic Hazards Circular Radii |
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Science::Geology Volcanic Hazards Circular Radii Biass, Sébastien Jenkins, Susanna F. Hayes, Josh L. Williams, George T. Meredith, Elinor S. Tennant, Eleanor Yang, Qingyuan Lerner, Geoffrey A. Burgos, Vanesa Syarifuddin, Magfira Verolino, Andrea How well do concentric radii approximate population exposure to volcanic hazards? |
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Effective risk management requires accurate assessment of population exposure to volcanic hazards. Assessment of this exposure at the large-scale has often relied on circular footprints of various sizes around a volcano to simplify challenges associated with estimating the directionality and distribution of the intensity of volcanic hazards. However, to date, exposure values obtained from circular footprints have never been compared with modelled hazard footprints. Here, we compare hazard and population exposure estimates calculated from concentric radii of 10, 30 and 100 km with those calculated from the simulation of dome- and column-collapse pyroclastic density currents (PDCs), large clasts, and tephra fall across Volcanic Explosivity Index (VEI) 3, 4 and 5 scenarios for 40 volcanoes in Indonesia and the Philippines. We found that a 10 km radius-considered by previous studies to capture hazard footprints and populations exposed for VEI ≤ 3 eruptions-generally overestimates the extent for most simulated hazards, except for column collapse PDCs. A 30 km radius - considered representative of life-threatening VEI ≤ 4 hazards-overestimates the extent of PDCs and large clasts but underestimates the extent of tephra fall. A 100 km radius encapsulates most simulated life-threatening hazards, although there are exceptions for certain combinations of scenario, source parameters, and volcano. In general, we observed a positive correlation between radii- and model-derived population exposure estimates in southeast Asia for all hazards except dome collapse PDC, which is very dependent upon topography. This study shows, for the first time, how and why concentric radii under- or over-estimate hazard extent and population exposure, providing a benchmark for interpreting radii-derived hazard and exposure estimates. |
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Extreme Event Solutions, Verisk, Singapore |
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Extreme Event Solutions, Verisk, Singapore Biass, Sébastien Jenkins, Susanna F. Hayes, Josh L. Williams, George T. Meredith, Elinor S. Tennant, Eleanor Yang, Qingyuan Lerner, Geoffrey A. Burgos, Vanesa Syarifuddin, Magfira Verolino, Andrea |
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Biass, Sébastien Jenkins, Susanna F. Hayes, Josh L. Williams, George T. Meredith, Elinor S. Tennant, Eleanor Yang, Qingyuan Lerner, Geoffrey A. Burgos, Vanesa Syarifuddin, Magfira Verolino, Andrea |
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Biass, Sébastien |
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How well do concentric radii approximate population exposure to volcanic hazards? |
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How well do concentric radii approximate population exposure to volcanic hazards? |
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How well do concentric radii approximate population exposure to volcanic hazards? |
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How well do concentric radii approximate population exposure to volcanic hazards? |
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How well do concentric radii approximate population exposure to volcanic hazards? |
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how well do concentric radii approximate population exposure to volcanic hazards? |
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2024 |
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https://hdl.handle.net/10356/173184 |
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sg-ntu-dr.10356-1731842024-01-16T15:36:47Z How well do concentric radii approximate population exposure to volcanic hazards? Biass, Sébastien Jenkins, Susanna F. Hayes, Josh L. Williams, George T. Meredith, Elinor S. Tennant, Eleanor Yang, Qingyuan Lerner, Geoffrey A. Burgos, Vanesa Syarifuddin, Magfira Verolino, Andrea Extreme Event Solutions, Verisk, Singapore Earth Observatory of Singapore Science::Geology Volcanic Hazards Circular Radii Effective risk management requires accurate assessment of population exposure to volcanic hazards. Assessment of this exposure at the large-scale has often relied on circular footprints of various sizes around a volcano to simplify challenges associated with estimating the directionality and distribution of the intensity of volcanic hazards. However, to date, exposure values obtained from circular footprints have never been compared with modelled hazard footprints. Here, we compare hazard and population exposure estimates calculated from concentric radii of 10, 30 and 100 km with those calculated from the simulation of dome- and column-collapse pyroclastic density currents (PDCs), large clasts, and tephra fall across Volcanic Explosivity Index (VEI) 3, 4 and 5 scenarios for 40 volcanoes in Indonesia and the Philippines. We found that a 10 km radius-considered by previous studies to capture hazard footprints and populations exposed for VEI ≤ 3 eruptions-generally overestimates the extent for most simulated hazards, except for column collapse PDCs. A 30 km radius - considered representative of life-threatening VEI ≤ 4 hazards-overestimates the extent of PDCs and large clasts but underestimates the extent of tephra fall. A 100 km radius encapsulates most simulated life-threatening hazards, although there are exceptions for certain combinations of scenario, source parameters, and volcano. In general, we observed a positive correlation between radii- and model-derived population exposure estimates in southeast Asia for all hazards except dome collapse PDC, which is very dependent upon topography. This study shows, for the first time, how and why concentric radii under- or over-estimate hazard extent and population exposure, providing a benchmark for interpreting radii-derived hazard and exposure estimates. Ministry of Education (MOE) National Research Foundation (NRF) Published version This research was supported by the Earth Observatory of Singapore via its funding from the National Research Foundation Singapore and the Singapore Ministry of Education under the Research Centres of Excellence initiative and comprises EOS contribution number 551. Support was provided to Susanna F. Jenkins, Josh L. Hayes, and Geofrey A. Lerner by the AXA Research Fund as part of a Joint Research Initiative on Volcanic Risk in Asia, to Elinor S. Meredith by National Research Foundation Singapore (MOE-MOET32021-0002), and to Sébastien Biass by the Swiss National Science Foundation (Grant #200020_188757). 2024-01-16T07:46:21Z 2024-01-16T07:46:21Z 2024 Journal Article Biass, S., Jenkins, S. F., Hayes, J. L., Williams, G. T., Meredith, E. S., Tennant, E., Yang, Q., Lerner, G. A., Burgos, V., Syarifuddin, M. & Verolino, A. (2024). How well do concentric radii approximate population exposure to volcanic hazards?. Bulletin of Volcanology, 86(1). https://dx.doi.org/10.1007/s00445-023-01686-5 0258-8900 https://hdl.handle.net/10356/173184 10.1007/s00445-023-01686-5 38130663 2-s2.0-85179978606 1 86 en MOE-MOET32021-0002 Bulletin of Volcanology © The Author(s) 2023. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons. org/licenses/by/4.0/. application/pdf |