Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach

Detalhes bibliográficos
Autor(a) principal: Moreira, Luana Lavagnoli
Data de Publicação: 2023
Outros Autores: Vanelli, Franciele Maria, Schwamback, Dimaghi, Kobiyama, Masato, Brito, Mariana Madruga de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/256797
Resumo: The assessment of flood vulnerability is a complex task that involves numerous uncertainties. Within this context, sensitivity analyses are crucial to better understand the variability of vulnerability index outcomes according to different input parameters. The present study sheds light on the importance of assessing the sensitivity of different criteria weights to construct flood vulnerability indexes using the Maquiné basin (Brazil) as a case study. Specifically, we compared vulnerability scores based on weights derived from a participatory survey with 44 stakeholders to those based on an equal weighting scheme. Results helped us identify areas with low and high uncertainty and the variables contributing to this. Overall, the preference for indicator weights did not vary significantly among stakeholders with distinct socioeconomic characteristics. Furthermore, the choice of weights only had an impact on the spatial distribution of flood vulnerability in certain regions. Compared to equal weights, the flood vulnerability outcomes obtained by averaging the stakeholder scenarios were similar, indicating that the results were robust and not highly sensitive to the choice of weights. By adopting a participatory approach, we were able to consider multiple stakeholders’ views, which helped to provide a more comprehensive perspective of flood vulnerability and potentially increased the acceptance of the results. Based on our findings, end-users can better understand the relative importance of each indicator and how they contribute to vulnerability. Furthermore, our results can help identify points where stakeholders disagree, which can be used to facilitate dialogue and consensus building. The methodology applied is straightforward and could be easily adapted to other multi-criteria decision-making problems.
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spelling Moreira, Luana LavagnoliVanelli, Franciele MariaSchwamback, DimaghiKobiyama, MasatoBrito, Mariana Madruga de2023-04-07T03:26:02Z20232624-9375http://hdl.handle.net/10183/256797001165790The assessment of flood vulnerability is a complex task that involves numerous uncertainties. Within this context, sensitivity analyses are crucial to better understand the variability of vulnerability index outcomes according to different input parameters. The present study sheds light on the importance of assessing the sensitivity of different criteria weights to construct flood vulnerability indexes using the Maquiné basin (Brazil) as a case study. Specifically, we compared vulnerability scores based on weights derived from a participatory survey with 44 stakeholders to those based on an equal weighting scheme. Results helped us identify areas with low and high uncertainty and the variables contributing to this. Overall, the preference for indicator weights did not vary significantly among stakeholders with distinct socioeconomic characteristics. Furthermore, the choice of weights only had an impact on the spatial distribution of flood vulnerability in certain regions. Compared to equal weights, the flood vulnerability outcomes obtained by averaging the stakeholder scenarios were similar, indicating that the results were robust and not highly sensitive to the choice of weights. By adopting a participatory approach, we were able to consider multiple stakeholders’ views, which helped to provide a more comprehensive perspective of flood vulnerability and potentially increased the acceptance of the results. Based on our findings, end-users can better understand the relative importance of each indicator and how they contribute to vulnerability. Furthermore, our results can help identify points where stakeholders disagree, which can be used to facilitate dialogue and consensus building. The methodology applied is straightforward and could be easily adapted to other multi-criteria decision-making problems.application/pdfengFrontiers in Water. Lausanne, Switzerland. Vol. 5 (2023), 12 p.InundaçõesIndicadores de vulnerabilidadeParticipação socialSistemas de apoio a decisaoMaquiné, Rio, Bacia (RS)Composite indicatorsIndexFlood vulnerabilityWeightingSensitivity analysisParticipationSensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approachEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001165790.pdf.txt001165790.pdf.txtExtracted Texttext/plain52573http://www.lume.ufrgs.br/bitstream/10183/256797/2/001165790.pdf.txtfd062063e86099319ec94578a15eb7d5MD52ORIGINAL001165790.pdfTexto completo (inglês)application/pdf3492364http://www.lume.ufrgs.br/bitstream/10183/256797/1/001165790.pdf29eabe4a0f13671e370f4e1203f7cb1cMD5110183/2567972023-04-08 03:29:29.008903oai:www.lume.ufrgs.br:10183/256797Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2023-04-08T06:29:29Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
title Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
spellingShingle Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
Moreira, Luana Lavagnoli
Inundações
Indicadores de vulnerabilidade
Participação social
Sistemas de apoio a decisao
Maquiné, Rio, Bacia (RS)
Composite indicators
Index
Flood vulnerability
Weighting
Sensitivity analysis
Participation
title_short Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
title_full Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
title_fullStr Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
title_full_unstemmed Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
title_sort Sensitivity analysis of indicator weights for the construction of flood vulnerability indexes a participatory approach
author Moreira, Luana Lavagnoli
author_facet Moreira, Luana Lavagnoli
Vanelli, Franciele Maria
Schwamback, Dimaghi
Kobiyama, Masato
Brito, Mariana Madruga de
author_role author
author2 Vanelli, Franciele Maria
Schwamback, Dimaghi
Kobiyama, Masato
Brito, Mariana Madruga de
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Moreira, Luana Lavagnoli
Vanelli, Franciele Maria
Schwamback, Dimaghi
Kobiyama, Masato
Brito, Mariana Madruga de
dc.subject.por.fl_str_mv Inundações
Indicadores de vulnerabilidade
Participação social
Sistemas de apoio a decisao
Maquiné, Rio, Bacia (RS)
topic Inundações
Indicadores de vulnerabilidade
Participação social
Sistemas de apoio a decisao
Maquiné, Rio, Bacia (RS)
Composite indicators
Index
Flood vulnerability
Weighting
Sensitivity analysis
Participation
dc.subject.eng.fl_str_mv Composite indicators
Index
Flood vulnerability
Weighting
Sensitivity analysis
Participation
description The assessment of flood vulnerability is a complex task that involves numerous uncertainties. Within this context, sensitivity analyses are crucial to better understand the variability of vulnerability index outcomes according to different input parameters. The present study sheds light on the importance of assessing the sensitivity of different criteria weights to construct flood vulnerability indexes using the Maquiné basin (Brazil) as a case study. Specifically, we compared vulnerability scores based on weights derived from a participatory survey with 44 stakeholders to those based on an equal weighting scheme. Results helped us identify areas with low and high uncertainty and the variables contributing to this. Overall, the preference for indicator weights did not vary significantly among stakeholders with distinct socioeconomic characteristics. Furthermore, the choice of weights only had an impact on the spatial distribution of flood vulnerability in certain regions. Compared to equal weights, the flood vulnerability outcomes obtained by averaging the stakeholder scenarios were similar, indicating that the results were robust and not highly sensitive to the choice of weights. By adopting a participatory approach, we were able to consider multiple stakeholders’ views, which helped to provide a more comprehensive perspective of flood vulnerability and potentially increased the acceptance of the results. Based on our findings, end-users can better understand the relative importance of each indicator and how they contribute to vulnerability. Furthermore, our results can help identify points where stakeholders disagree, which can be used to facilitate dialogue and consensus building. The methodology applied is straightforward and could be easily adapted to other multi-criteria decision-making problems.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-04-07T03:26:02Z
dc.date.issued.fl_str_mv 2023
dc.type.driver.fl_str_mv Estrangeiro
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dc.language.iso.fl_str_mv eng
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dc.relation.ispartof.pt_BR.fl_str_mv Frontiers in Water. Lausanne, Switzerland. Vol. 5 (2023), 12 p.
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