Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde
Volcanoes produce a wide variety of hazards across varying spatial and temporal scales. When data are scarce on past eruptions and hazards, it can falsely imply low hazard recurrence and create challenges for robust hazard and risk assessment. Data quality and quantity vary considerably across diffe...
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Earth and Environmental Sciences Volcano Hazard Jenkins, Susanna F. Mee, K. Engwell, S. L. Loughlin, S. C. Faria, B. V. E. Yirgu, G. Bekele, Y. Lewi, E. Vye-Brown, C. Fraser, S. A. Day, S. J. Lark, R. M. Huyck, C. Crummy, J. Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
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Volcanoes produce a wide variety of hazards across varying spatial and temporal scales. When data are scarce on past eruptions and hazards, it can falsely imply low hazard recurrence and create challenges for robust hazard and risk assessment. Data quality and quantity vary considerably across different regions, volcanoes, and eruptions. Yet, there is a need for regional to global scale information on volcanic hazard and risk, where consistent and reproducible methods are applied. Such information is used by international stakeholders to inform funding priorities, risk reduction policies, and to highlight data and knowledge gaps, contributing towards the Sendai Framework's Sustainable Development Goals. Challenges in gathering this information can be most problematic where large populations are exposed to potential volcanic hazards but there are few comprehensive eruptive histories, as in sub-Saharan Africa. Here, we present a unique study to evaluate hazard and exposure for nine volcanoes in Ethiopia, Kenya and Cabo Verde, as part of an international project to develop multi-hazard Disaster Risk Country Profiles. We applied a two-stage expert elicitation process to volcanoes for the first time, and coupled the results with vent mapping, numerical hazard modelling, and GIS analysis of eight exposure categories to identify where high volcanic hazard and exposure coincide. Testing the sensitivity of our findings to input assumptions, to better understand where uncertainties lay, showed that improving our knowledge of past eruption volumes, frequencies, and dates was key to reducing uncertainty. Expert elicitations proposed that Fogo, Cabo Verde, is the most likely to erupt (eruption on average every 25 years), while Fentale (Ethiopia), Longonot and Suswa (Kenya) were elicited to have the greatest probability for a large explosive (VEI ≥ 4) eruption (on average every 400 years). Menengai and Longonot produce the larger exposure values across most VEI scenarios and categories of exposure, but population and GDP exposure was also large for more distal tephra fall and flows at Corbetti and Suswa, with order of magnitude increases expected between 2010 estimates and 2050 projections. Potentially high impact scenarios include tephra being dispersed across large cities (e.g. Nairobi, 55 km from Suswa) and key infrastructure (e.g. geothermal power station ∼2.5 km from Aluto), as well as important tourist destinations, seats of government and emergency management operations (e.g. islands east of Fogo). This study provided the first hazard and exposure assessment of its kind for these volcanoes and drew attention to volcanic risk at the levels required to inform policy and future in-country funding opportunities. |
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Asian School of the Environment |
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Asian School of the Environment Jenkins, Susanna F. Mee, K. Engwell, S. L. Loughlin, S. C. Faria, B. V. E. Yirgu, G. Bekele, Y. Lewi, E. Vye-Brown, C. Fraser, S. A. Day, S. J. Lark, R. M. Huyck, C. Crummy, J. |
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Article |
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Jenkins, Susanna F. Mee, K. Engwell, S. L. Loughlin, S. C. Faria, B. V. E. Yirgu, G. Bekele, Y. Lewi, E. Vye-Brown, C. Fraser, S. A. Day, S. J. Lark, R. M. Huyck, C. Crummy, J. |
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Jenkins, Susanna F. |
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Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
title_short |
Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
title_full |
Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
title_fullStr |
Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
title_full_unstemmed |
Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde |
title_sort |
assessing volcanic hazard and exposure in a data poor context: case study for ethiopia, kenya, and cabo verde |
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2024 |
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https://hdl.handle.net/10356/180459 |
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sg-ntu-dr.10356-1804592024-10-14T15:30:38Z Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde Jenkins, Susanna F. Mee, K. Engwell, S. L. Loughlin, S. C. Faria, B. V. E. Yirgu, G. Bekele, Y. Lewi, E. Vye-Brown, C. Fraser, S. A. Day, S. J. Lark, R. M. Huyck, C. Crummy, J. Asian School of the Environment Earth Observatory of Singapore Earth and Environmental Sciences Volcano Hazard Volcanoes produce a wide variety of hazards across varying spatial and temporal scales. When data are scarce on past eruptions and hazards, it can falsely imply low hazard recurrence and create challenges for robust hazard and risk assessment. Data quality and quantity vary considerably across different regions, volcanoes, and eruptions. Yet, there is a need for regional to global scale information on volcanic hazard and risk, where consistent and reproducible methods are applied. Such information is used by international stakeholders to inform funding priorities, risk reduction policies, and to highlight data and knowledge gaps, contributing towards the Sendai Framework's Sustainable Development Goals. Challenges in gathering this information can be most problematic where large populations are exposed to potential volcanic hazards but there are few comprehensive eruptive histories, as in sub-Saharan Africa. Here, we present a unique study to evaluate hazard and exposure for nine volcanoes in Ethiopia, Kenya and Cabo Verde, as part of an international project to develop multi-hazard Disaster Risk Country Profiles. We applied a two-stage expert elicitation process to volcanoes for the first time, and coupled the results with vent mapping, numerical hazard modelling, and GIS analysis of eight exposure categories to identify where high volcanic hazard and exposure coincide. Testing the sensitivity of our findings to input assumptions, to better understand where uncertainties lay, showed that improving our knowledge of past eruption volumes, frequencies, and dates was key to reducing uncertainty. Expert elicitations proposed that Fogo, Cabo Verde, is the most likely to erupt (eruption on average every 25 years), while Fentale (Ethiopia), Longonot and Suswa (Kenya) were elicited to have the greatest probability for a large explosive (VEI ≥ 4) eruption (on average every 400 years). Menengai and Longonot produce the larger exposure values across most VEI scenarios and categories of exposure, but population and GDP exposure was also large for more distal tephra fall and flows at Corbetti and Suswa, with order of magnitude increases expected between 2010 estimates and 2050 projections. Potentially high impact scenarios include tephra being dispersed across large cities (e.g. Nairobi, 55 km from Suswa) and key infrastructure (e.g. geothermal power station ∼2.5 km from Aluto), as well as important tourist destinations, seats of government and emergency management operations (e.g. islands east of Fogo). This study provided the first hazard and exposure assessment of its kind for these volcanoes and drew attention to volcanic risk at the levels required to inform policy and future in-country funding opportunities. Ministry of Education (MOE) Published version The described study was funded under the Africa Disaster Risk Financing (ADRF) Initiative, Result Area 5 of the European Union (EU) – Africa, Caribbean and Pacific (ACP) cooperation program ‘Building Disaster Resilience in Sub-Saharan Africa’. SFJ acknowledges financial support from the AXA Joint Research Initiative and the Singapore Ministry of Education project InVEST (Award MOE-MOET32021-0002). BGS authors also acknowledge the BGS International NC programme ‘Geoscience to tackle Global Environmental Challenges’, NERC reference NE/X006255/1. 2024-10-08T04:51:42Z 2024-10-08T04:51:42Z 2024 Journal Article Jenkins, S. F., Mee, K., Engwell, S. L., Loughlin, S. C., Faria, B. V. E., Yirgu, G., Bekele, Y., Lewi, E., Vye-Brown, C., Fraser, S. A., Day, S. J., Lark, R. M., Huyck, C. & Crummy, J. (2024). Assessing volcanic hazard and exposure in a data poor context: case study for Ethiopia, Kenya, and Cabo Verde. Progress in Disaster Science, 23, 100350-. https://dx.doi.org/10.1016/j.pdisas.2024.100350 2590-0617 https://hdl.handle.net/10356/180459 10.1016/j.pdisas.2024.100350 2-s2.0-85199476594 23 100350 en MOE-MOET32021-0002 Progress in Disaster Science © 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). application/pdf |