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Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city
Climate change intensifies the likelihood of extreme flood events worldwide, amplifying the potential for compound flooding. This evolving scenario represents an escalating risk, emphasizing the urgent need for comprehensive climate change adaptation strategies across society. Vital to effective res...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663627/ https://www.ncbi.nlm.nih.gov/pubmed/37990111 http://dx.doi.org/10.1038/s41598-023-46318-2 |
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author | Taberna, Alessandro Filatova, Tatiana Hochrainer-Stigler, Stefan Nikolic, Igor Noll, Brayton |
author_facet | Taberna, Alessandro Filatova, Tatiana Hochrainer-Stigler, Stefan Nikolic, Igor Noll, Brayton |
author_sort | Taberna, Alessandro |
collection | PubMed |
description | Climate change intensifies the likelihood of extreme flood events worldwide, amplifying the potential for compound flooding. This evolving scenario represents an escalating risk, emphasizing the urgent need for comprehensive climate change adaptation strategies across society. Vital to effective response are models that evaluate damages, costs, and benefits of adaptation strategies, encompassing non-linearities and feedback between anthropogenic and natural systems. While flood risk modeling has progressed, limitations endure, including inadequate stakeholder representation and indirect risks such as business interruption and diminished tax revenues. To address these gaps, we propose an innovative version of the Climate-economy Regional Agent-Based model that integrates a dynamic, rapidly expanding agglomeration economy populated by interacting households and firms with extreme flood events. Through this approach, feedback loops and cascading effects generated by flood shocks are delineated within a socio-economic system of boundedly-rational agents. By leveraging extensive behavioral data, our model incorporates a risk layering strategy encompassing bottom-up and top-down adaptation, spanning individual risk reduction to insurance. Calibrated to resemble a research-rich coastal megacity in China, our model demonstrates how synergistic adaptation actions at all levels effectively combat the mounting climate threat. Crucially, the integration of localized risk management with top-down approaches offers explicit avenues to address both direct and indirect risks, providing significant insights for constructing climate-resilient societies. |
format | Online Article Text |
id | pubmed-10663627 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106636272023-11-21 Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city Taberna, Alessandro Filatova, Tatiana Hochrainer-Stigler, Stefan Nikolic, Igor Noll, Brayton Sci Rep Article Climate change intensifies the likelihood of extreme flood events worldwide, amplifying the potential for compound flooding. This evolving scenario represents an escalating risk, emphasizing the urgent need for comprehensive climate change adaptation strategies across society. Vital to effective response are models that evaluate damages, costs, and benefits of adaptation strategies, encompassing non-linearities and feedback between anthropogenic and natural systems. While flood risk modeling has progressed, limitations endure, including inadequate stakeholder representation and indirect risks such as business interruption and diminished tax revenues. To address these gaps, we propose an innovative version of the Climate-economy Regional Agent-Based model that integrates a dynamic, rapidly expanding agglomeration economy populated by interacting households and firms with extreme flood events. Through this approach, feedback loops and cascading effects generated by flood shocks are delineated within a socio-economic system of boundedly-rational agents. By leveraging extensive behavioral data, our model incorporates a risk layering strategy encompassing bottom-up and top-down adaptation, spanning individual risk reduction to insurance. Calibrated to resemble a research-rich coastal megacity in China, our model demonstrates how synergistic adaptation actions at all levels effectively combat the mounting climate threat. Crucially, the integration of localized risk management with top-down approaches offers explicit avenues to address both direct and indirect risks, providing significant insights for constructing climate-resilient societies. Nature Publishing Group UK 2023-11-21 /pmc/articles/PMC10663627/ /pubmed/37990111 http://dx.doi.org/10.1038/s41598-023-46318-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Taberna, Alessandro Filatova, Tatiana Hochrainer-Stigler, Stefan Nikolic, Igor Noll, Brayton Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title | Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title_full | Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title_fullStr | Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title_full_unstemmed | Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title_short | Economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
title_sort | economic implications of autonomous adaptation of firms and households in a resource-rich coastal city |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663627/ https://www.ncbi.nlm.nih.gov/pubmed/37990111 http://dx.doi.org/10.1038/s41598-023-46318-2 |
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