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Hu Y, Wang D, Huo J, Chemutai V, Brenton P, Yang L, Guan D. Assessing the economic impacts of a perfect storm of extreme weather, pandemic control, and export restrictions: A methodological construct. RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2024; 44:155-189. [PMID: 37105758 DOI: 10.1111/risa.14146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 01/29/2023] [Accepted: 03/16/2023] [Indexed: 06/03/2023]
Abstract
This article investigates the economic impacts of a multi-disaster mix comprising extreme weather, such as flooding, pandemic control, and export restrictions, dubbed a "perfect storm." We develop a compound-hazard impact model that improves on the ARIO model by considering the economic interplay between different types of hazardous events. The model considers simultaneously cross-regional substitution and production specialization, which can influence the resilience of the economy to multiple shocks. We build scenarios to investigate economic impacts when a flood and a pandemic lockdown collide and how these are affected by the timing, duration, and intensity/strictness of each shock. In addition, we examine how export restrictions during a pandemic impact the economic losses and recovery, especially when there is the specialization of production of key sectors. The results suggest that an immediate, stricter but shorter pandemic control policy would help to reduce the economic costs inflicted by a perfect storm, and regional or global cooperation is needed to address the spillover effects of such compound events, especially in the context of the risks from deglobalization.
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Affiliation(s)
- Yixin Hu
- Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen, China
- School of Environmental Sciences, University of East Anglia, Norwich, UK
| | - Daoping Wang
- Department of Computer Science and Technology, University of Cambridge, Cambridge, UK
- Centre for Nature and Climate, World Economic Forum, Geneva, Switzerland
| | - Jingwen Huo
- Department of Earth System Science, Tsinghua University, Beijing, China
| | | | - Paul Brenton
- The World Bank, Washington, District of Columbia, USA
| | - Lili Yang
- Department of Statistics and Data Science, Southern University of Science and Technology, Shenzhen, China
| | - Dabo Guan
- Department of Earth System Science, Tsinghua University, Beijing, China
- The Bartlett School of Construction and Project Management, University College London, London, UK
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Zhu M, Zeng Q, Saputro BIL, Chew SP, Chew I, Frendy H, Tan JW, Li L. Tracking the molecular evolution and transmission patterns of SARS-CoV-2 lineage B.1.466.2 in Indonesia based on genomic surveillance data. Virol J 2022; 19:103. [PMID: 35710544 PMCID: PMC9202327 DOI: 10.1186/s12985-022-01830-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 06/02/2022] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND As a new epi-center of COVID-19 in Asia and a densely populated developing country, Indonesia is facing unprecedented challenges in public health. SARS-CoV-2 lineage B.1.466.2 was reported to be an indigenous dominant strain in Indonesia (once second only to the Delta variant). However, it remains unclear how this variant evolved and spread within such an archipelagic nation. METHODS For statistical description, the spatiotemporal distributions of the B.1.466.2 variant were plotted using the publicly accessible metadata in GISAID. A total of 1302 complete genome sequences of Indonesian B.1.466.2 strains with high coverage were downloaded from the GISAID's EpiCoV database on 28 August 2021. To determine the molecular evolutionary characteristics, we performed a time-scaled phylogenetic analysis using the maximum likelihood algorithm and called the single nucleotide variants taking the Wuhan-Hu-1 sequence as reference. To investigate the spatiotemporal transmission patterns, we estimated two dynamic parameters (effective population size and effective reproduction number) and reconstructed the phylogeography among different islands. RESULTS As of the end of August 2021, nearly 85% of the global SARS-CoV-2 lineage B.1.466.2 sequences (including the first one) were obtained from Indonesia. This variant was estimated to account for over 50% of Indonesia's daily infections during the period of March-May 2021. The time-scaled phylogeny suggested that SARS-CoV-2 lineage B.1.466.2 circulating in Indonesia might have originated from Java Island in mid-June 2020 and had evolved into two disproportional and distinct sub-lineages. High-frequency non-synonymous mutations were mostly found in the spike and NSP3; the S-D614G/N439K/P681R co-mutations were identified in its larger sub-lineage. The demographic history was inferred to have experienced four phases, with an exponential growth from October 2020 to February 2021. The effective reproduction number was estimated to have reached its peak (11.18) in late December 2020 and dropped to be less than one after early May 2021. The relevant phylogeography showed that Java and Sumatra might successively act as epi-centers and form a stable transmission loop. Additionally, several long-distance transmission links across seas were revealed. CONCLUSIONS SARS-CoV-2 variants circulating in the tropical archipelago may follow unique patterns of evolution and transmission. Continuous, extensive and targeted genomic surveillance is essential.
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Affiliation(s)
- Mingjian Zhu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qianli Zeng
- Shanghai Institute of Biological Products, Shanghai, China
| | | | - Sien Ping Chew
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ian Chew
- Zhejiang University School of Medicine, Hangzhou, China
| | - Holie Frendy
- Faculty of Medicine and Health Sciences, Krida Wacana Christian University, Jakarta, Indonesia
| | - Joanna Weihui Tan
- Faculty of Arts and Social Sciences, National University of Singapore, Singapore, Singapore
| | - Lanjuan Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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Mungmunpuntipantip R, Wiwanitkit V. Flooding and Change of COVID-19 Incidence: an Observation. Disaster Med Public Health Prep 2022; 16:1-2. [PMID: 35599376 PMCID: PMC9253436 DOI: 10.1017/dmp.2022.133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 01/10/2022] [Accepted: 05/18/2022] [Indexed: 11/15/2022]
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Wang HW, Chen GW, Lee WL, You SH, Li CW, Jang JH, Shieh CL. Learning From Each Other in the Management of Natural Disaster and COVID-19 Pandemic: A Case Study in Taiwan. Front Public Health 2021; 9:777255. [PMID: 34957028 PMCID: PMC8695793 DOI: 10.3389/fpubh.2021.777255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/16/2021] [Indexed: 11/16/2022] Open
Abstract
In response to the COVID-19 pandemic, Taiwan has been one of the best performers in the world with extremely low infections and deaths. This success can be attributed to the long experiences dealing with natural disasters and communicable diseases. However, with different disastrous characteristics, the disaster management systems for communicable diseases and natural disasters are very different in terms of laws, plans, frameworks, and emergency operations. Taking the response to COVID-19 pandemic as a study subject, we found that disaster management for communicable diseases can be improved through a comparison with natural disasters, and vice versa. First, having wider and longer impacts than natural disasters, the plans and framework for communicable diseases in Taiwan focus more on national and regional scales. Local governments would need more capacity support including budgets and training to conduct investigations and quarantine during the COVID-19 pandemic. Second, for quick response, the emergency operation for communicable diseases was designed to be more flexible than that for natural disasters by giving the commander more authority to adjust to the circumstances. The commanding system requires a more objective consultation group to prevent arbitrary decisions against the COVID-19 pandemic. Finally, risk governance is important for communicable diseases as well as for natural disasters. Additional efforts should be made to enhance vulnerability assessment, disaster reduction, and risk communication for shaping responses and policies in an efficient and coordinating way.
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Affiliation(s)
- Hsiao-Wen Wang
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Guan-Wei Chen
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Wei-Lin Lee
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Shuei-Huei You
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Chia-Wen Li
- Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Jiun-Huei Jang
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
| | - Chjeng-Lun Shieh
- Department of Hydraulic and Ocean Engineering, National Cheng Kung University, Tainan, Taiwan
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Superposed Natural Hazards and Pandemics: Breaking Dams, Floods, and COVID-19. SUSTAINABILITY 2021. [DOI: 10.3390/su13168713] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Within the engineering domain, safety issues are often related to engineering design and typically exclude factors such as epidemics, famine, and disease. This article provides a perspective on the reciprocal relationship and interaction between a natural hazard and a simultaneous pandemic outbreak and discusses how a catastrophic dam break, combined with the ongoing COVID-19 pandemic, poses a risk to human life. The paper uses grey- and peer-reviewed literature to support the discussion and reviews fundamentals of dam safety management, potential loss of life due to a dam break, and the recent evolution in dam risk analysis to account for the COVID-19 outbreak. Conventional risk reduction recommendations, such as quick evacuation and sheltering in communal centers, are revisited in the presence of a pandemic when social distancing is recommended. This perspective manuscript aims to provide insight into the multi-hazard risk problem resulting from a concurring natural hazard and global pandemic.
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Mavroulis S, Mavrouli M, Lekkas E. Geological and hydrometeorological hazards and related disasters amid COVID-19 pandemic in Greece: Post-disaster trends and factors affecting the COVID-19 evolution in affected areas. SAFETY SCIENCE 2021; 138:105236. [PMID: 33678991 PMCID: PMC7914031 DOI: 10.1016/j.ssci.2021.105236] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 01/24/2021] [Accepted: 02/22/2021] [Indexed: 05/02/2023]
Abstract
Since the first confirmed COVID-19 case in December 2019 the pandemic has severely affected humanity in various ways on all sectors of the everyday life. Natural hazards and related disasters did not stop for the novel virus. The parallel evolution of disasters and the pandemic have high potential for producing compound emergencies characterized by new unprecedented challenges. Greece was no exception. It was struck by disasters induced by geological and hydrometeorological hazards amid the pandemic. The most destructive events in terms of human and economic losses were the Mw = 5.7 Epirus and Mw = 6.9 Samos earthquakes on March 21 and October 30 respectively, the Evia flood on August 9 and the Ianos medicane in mid-September 2020. We studied the daily recorded laboratory confirmed COVID-19 cases in the disaster-affected areas in selected pre- and post- disaster periods. Increase of the reported COVID-19 cases in the post-disaster period has been detected only after the Ianos medicane in affected areas. No change in cases was observed after the studied earthquakes and flood. We examined various factors related to the evolving pandemic, the studied disasters and their management plan that may have contributed to the post-disaster evolution of cases. It is shown that the preexisting viral load and the infection rate in the affected areas, the intensity of the disaster effects and the measures adopted for the effective disaster management of the compound emergencies have the potential to affect the post-disaster evolution of the pandemic in the disaster affected areas.
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Affiliation(s)
- Spyridon Mavroulis
- Department of Dynamic Tectonic Applied Geology, Faculty of Geology and Geoenvironment, School of Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria Mavrouli
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Efthymios Lekkas
- Department of Dynamic Tectonic Applied Geology, Faculty of Geology and Geoenvironment, School of Sciences, National and Kapodistrian University of Athens, Athens, Greece
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Simonovic SP, Kundzewicz ZW, Wright N. Floods and the COVID-19 pandemic-A new double hazard problem. WIRES. WATER 2021; 8:e1509. [PMID: 33786171 PMCID: PMC7995187 DOI: 10.1002/wat2.1509] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 12/26/2020] [Accepted: 12/28/2020] [Indexed: 05/22/2023]
Abstract
The coincidence of floods and coronavirus disease 2019 (COVID-19) is a genuine multihazard problem. Since the beginning of 2020, many regions around the World have been experiencing this double hazard of serious flooding and the pandemic. There have been 70 countries with flood events occurring after detection of the country's first COVID-19 case and hundreds of thousands of people have been evacuated. The main objective of this article is to assess challenges that arise from complex intersections between the threat multipliers and to provide guidance on how to address them effectively. We consider the limitations of our knowledge including "unknown unknowns." During emergency evacuation, practicing social distancing can be very difficult. However, people are going to take action to respond to rising waters, even if it means breaking quarantine. This is an emergency manager's nightmare scenario: two potentially serious emergencies happening at once. During this unprecedented year (2020), we are experiencing one of the most challenging flood seasons we have seen in a while. Practical examples of issues and guides for managing floods and COVID-19 are presented. We feel that a new approach is needed in dealing with multiple hazards. Our main messages are: a resilience approach is needed whether in response to floods or a pandemic; preparation is vital, in addition to defense; the responsible actors must be prepared with actions plans and command structure, while the general population must be involved in the discussions so that they are aware of the risk and the reasons for the actions they must take. This article is categorized under:Engineering Water > Methods.
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Affiliation(s)
- Slobodan P. Simonovic
- Institute for Catastrophic Loss Reduction, The University of Western OntarioLondonOntarioCanada
| | - Zbigniew W. Kundzewicz
- Institute for Agricultural and Forest Environment, Polish Academy of SciencesPoznanPoland
| | - Nigel Wright
- School of ArchitectureDesign and the Built Environment Nottingham Trent UniversityUK
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