An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation

Abstract Risk and resilience assessment of disasters plays a critical role in decision making for emergency response and postdisaster recovery. Yet, there is still a lack of modeling framework that could capture the effectiveness of economic resilience under uncertain disaster conditions. The object...

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Published in:Risk Analysis
Main Authors: Liu, Xueqin, Chen, Zhenhua
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2020
Subjects:
Online Access:http://dx.doi.org/10.1111/risa.13660
https://onlinelibrary.wiley.com/doi/pdf/10.1111/risa.13660
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/risa.13660
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spelling crwiley:10.1111/risa.13660 2024-09-15T18:35:16+00:00 An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation Liu, Xueqin Chen, Zhenhua 2020 http://dx.doi.org/10.1111/risa.13660 https://onlinelibrary.wiley.com/doi/pdf/10.1111/risa.13660 https://onlinelibrary.wiley.com/doi/full-xml/10.1111/risa.13660 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Risk Analysis volume 41, issue 9, page 1579-1599 ISSN 0272-4332 1539-6924 journal-article 2020 crwiley https://doi.org/10.1111/risa.13660 2024-07-23T04:12:48Z Abstract Risk and resilience assessment of disasters plays a critical role in decision making for emergency response and postdisaster recovery. Yet, there is still a lack of modeling framework that could capture the effectiveness of economic resilience under uncertain disaster conditions. The objective of this study is to develop a novel integrated framework that is able to help decisionmakers understand the effectiveness of resilience performance under various risk conditions. Using hazard data of the Bohai Sea and throughput data of the Port of Yingkou (China) as an example, the copula‐modeling method was adopted for the risk assessment of sea ice disasters on seaport operations. This study shows that the Gumbel Copula method, with consideration of ice thickness level and area of ice cover, provides the most robust risk assessment outcome. In addition, a grid chart system with an overlap of a joint return period and port throughput change provides a straightforward understanding of resilience performance under different risk levels. In particular, economic resilience tactics, such as production recapture and effective management, were confirmed to be effective resilience strategies, especially when a risk level is high, as port operational losses can be avoided up to 86.8%. Overall, the study provides insights that could help stakeholders improve the effectiveness of disaster risk management through an improved understanding of the linkage between risk and resilience. Article in Journal/Newspaper Sea ice Wiley Online Library Risk Analysis
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Risk and resilience assessment of disasters plays a critical role in decision making for emergency response and postdisaster recovery. Yet, there is still a lack of modeling framework that could capture the effectiveness of economic resilience under uncertain disaster conditions. The objective of this study is to develop a novel integrated framework that is able to help decisionmakers understand the effectiveness of resilience performance under various risk conditions. Using hazard data of the Bohai Sea and throughput data of the Port of Yingkou (China) as an example, the copula‐modeling method was adopted for the risk assessment of sea ice disasters on seaport operations. This study shows that the Gumbel Copula method, with consideration of ice thickness level and area of ice cover, provides the most robust risk assessment outcome. In addition, a grid chart system with an overlap of a joint return period and port throughput change provides a straightforward understanding of resilience performance under different risk levels. In particular, economic resilience tactics, such as production recapture and effective management, were confirmed to be effective resilience strategies, especially when a risk level is high, as port operational losses can be avoided up to 86.8%. Overall, the study provides insights that could help stakeholders improve the effectiveness of disaster risk management through an improved understanding of the linkage between risk and resilience.
format Article in Journal/Newspaper
author Liu, Xueqin
Chen, Zhenhua
spellingShingle Liu, Xueqin
Chen, Zhenhua
An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
author_facet Liu, Xueqin
Chen, Zhenhua
author_sort Liu, Xueqin
title An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
title_short An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
title_full An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
title_fullStr An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
title_full_unstemmed An Integrated Risk and Resilience Assessment of Sea Ice Disasters on Port Operation
title_sort integrated risk and resilience assessment of sea ice disasters on port operation
publisher Wiley
publishDate 2020
url http://dx.doi.org/10.1111/risa.13660
https://onlinelibrary.wiley.com/doi/pdf/10.1111/risa.13660
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/risa.13660
genre Sea ice
genre_facet Sea ice
op_source Risk Analysis
volume 41, issue 9, page 1579-1599
ISSN 0272-4332 1539-6924
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1111/risa.13660
container_title Risk Analysis
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