Understanding the spatial disparity in socio-economic recovery of coastal communities following typhoon disasters

The increasing risk of climate change in the Anthropocene underscores the importance and urgency of enhancing resilience to climate-related disasters. However, the assessment of resilience to disasters with traditional statistical data is spatially inexplicit and timeliness inadequate, and the deter...

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Veröffentlicht in:The Science of the total environment 2024-04, Vol.919, p.170831-170831, Article 170831
Hauptverfasser: Ding, Shengping, Xu, Lilai, Liu, Shidong, Yang, Xue, Wang, Li, Perez-Sindin, Xaquin S., Prishchepov, Alexander V.
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container_end_page 170831
container_issue
container_start_page 170831
container_title The Science of the total environment
container_volume 919
creator Ding, Shengping
Xu, Lilai
Liu, Shidong
Yang, Xue
Wang, Li
Perez-Sindin, Xaquin S.
Prishchepov, Alexander V.
description The increasing risk of climate change in the Anthropocene underscores the importance and urgency of enhancing resilience to climate-related disasters. However, the assessment of resilience to disasters with traditional statistical data is spatially inexplicit and timeliness inadequate, and the determinants of resilience remain unclear. In this study, we employed spatially detailed daily nighttime light images to assess socio-economic disturbance and track near real-time recovery of coastal communities in Southeast China following super typhoon Meranti. Furthermore, we constructed a “exposure-sensitivity-adaptive capacity” framework to explore the role of key factors in shaping spatiotemporal patterns of recovery. Our case study showed a significant spatial disparity in socio-economic recovery in the post-typhoon period. Low-urbanized areas recovered relatively rapidly with the weakest socio-economic disturbance they suffered, and middle-urbanized areas experienced the slowest recovery despite the disruption being moderate. Remarkably, high-urbanized areas were the most severely impacted by the typhoon but recovered fast. The exposure to hazard, socio-economic sensitivity, and adaptive capacity in communities explained well the spatial disparity of resilience to the typhoon. Maximum wind speed, percentage of the elderly, and percentage of low-income population significantly negatively correlated with resilience, whereas commercial activity intensity, spatial accessibility of hospitals, drainage capacity, and percentage of green open space showed significantly positive relationships with resilience. Notably, the effects of key factors on resilience were spatially heterogeneous. For instance, maximum wind speed exhibited the strongest influence on resilience in middle-urbanized areas, while the effect of commercial activity intensity was most pronounced in low-urbanized areas. Conversely, spatial accessibility of hospitals and drainage capacity showed the strongest influence in high-urbanized areas. Our study highlights the necessity of linking post-disaster recovery with intensity of hazard, socio-economic sensitivity, and adaptive capacity to understand community resilience for better disaster risk reduction. [Display omitted] •Combing recovery with exposure, sensitivity, and adaptive capacity to better understand resilience to typhoon disasters.•Significant heterogeneity of socio-economic recovery was observed among different urbanized communities.•The exp
doi_str_mv 10.1016/j.scitotenv.2024.170831
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However, the assessment of resilience to disasters with traditional statistical data is spatially inexplicit and timeliness inadequate, and the determinants of resilience remain unclear. In this study, we employed spatially detailed daily nighttime light images to assess socio-economic disturbance and track near real-time recovery of coastal communities in Southeast China following super typhoon Meranti. Furthermore, we constructed a “exposure-sensitivity-adaptive capacity” framework to explore the role of key factors in shaping spatiotemporal patterns of recovery. Our case study showed a significant spatial disparity in socio-economic recovery in the post-typhoon period. Low-urbanized areas recovered relatively rapidly with the weakest socio-economic disturbance they suffered, and middle-urbanized areas experienced the slowest recovery despite the disruption being moderate. Remarkably, high-urbanized areas were the most severely impacted by the typhoon but recovered fast. The exposure to hazard, socio-economic sensitivity, and adaptive capacity in communities explained well the spatial disparity of resilience to the typhoon. Maximum wind speed, percentage of the elderly, and percentage of low-income population significantly negatively correlated with resilience, whereas commercial activity intensity, spatial accessibility of hospitals, drainage capacity, and percentage of green open space showed significantly positive relationships with resilience. Notably, the effects of key factors on resilience were spatially heterogeneous. For instance, maximum wind speed exhibited the strongest influence on resilience in middle-urbanized areas, while the effect of commercial activity intensity was most pronounced in low-urbanized areas. Conversely, spatial accessibility of hospitals and drainage capacity showed the strongest influence in high-urbanized areas. Our study highlights the necessity of linking post-disaster recovery with intensity of hazard, socio-economic sensitivity, and adaptive capacity to understand community resilience for better disaster risk reduction. [Display omitted] •Combing recovery with exposure, sensitivity, and adaptive capacity to better understand resilience to typhoon disasters.•Significant heterogeneity of socio-economic recovery was observed among different urbanized communities.•The exposure, sensitivity, and adaptive capacity explained the spatial disparity of resilience to typhoon disasters.•Effects of key factors on community resilience to typhoon disasters were spatially heterogeneous.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2024.170831</identifier><identifier>PMID: 38340859</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Anthropocene epoch ; case studies ; China ; climate change ; Community resilience ; drainage ; elderly ; environment ; Influence factors ; low-income population ; Nighttime light ; open space ; Recovery ; risk ; risk reduction ; socioeconomics ; Spatial heterogeneity ; typhoons ; wind speed</subject><ispartof>The Science of the total environment, 2024-04, Vol.919, p.170831-170831, Article 170831</ispartof><rights>2024</rights><rights>Copyright © 2024. 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[Display omitted] •Combing recovery with exposure, sensitivity, and adaptive capacity to better understand resilience to typhoon disasters.•Significant heterogeneity of socio-economic recovery was observed among different urbanized communities.•The exposure, sensitivity, and adaptive capacity explained the spatial disparity of resilience to typhoon disasters.•Effects of key factors on community resilience to typhoon disasters were spatially heterogeneous.</description><subject>Anthropocene epoch</subject><subject>case studies</subject><subject>China</subject><subject>climate change</subject><subject>Community resilience</subject><subject>drainage</subject><subject>elderly</subject><subject>environment</subject><subject>Influence factors</subject><subject>low-income population</subject><subject>Nighttime light</subject><subject>open space</subject><subject>Recovery</subject><subject>risk</subject><subject>risk reduction</subject><subject>socioeconomics</subject><subject>Spatial heterogeneity</subject><subject>typhoons</subject><subject>wind speed</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkc1OJCEUhYkZo60zrzDDcjbVAwUUsDTGv8RkNromDHUZ6VRBC3SbfntpW93K5t7Fd84N5yD0i5IlJXT4s1oWF2qqELfLnvR8SSVRjB6hBVVSd5T0wze0IISrTg9anqKzUlakPanoCTplinGihF6g58c4Qi7VxjHE_7g-AS5rW4Od8BjalkPd4RBxSS6kDlyKaQ4O57ZtIe9w8tgl2_RTm_O8iaEGKNinaUovb4679VNKce_WsHbqOzr2dirw432eo8frq4fL2-7-783d5cV955ggtePWa9VTyrmF9kPt3UCkk1aMXgqtmVdWCO57pkF6kESDkAOhTSYHCVyxc_T74LvO6XkDpZo5FAfTZCOkTTGMCtaMiRi-RHvdC9ISI7yh8oC6nErJ4M06h9nmnaHE7KsxK_NZjdlXYw7VNOXP9yObfzOMn7qPLhpwcQCgpbINkPdGEB2MocVdzZjCl0deAWpapjI</recordid><startdate>20240401</startdate><enddate>20240401</enddate><creator>Ding, Shengping</creator><creator>Xu, Lilai</creator><creator>Liu, Shidong</creator><creator>Yang, Xue</creator><creator>Wang, Li</creator><creator>Perez-Sindin, Xaquin S.</creator><creator>Prishchepov, Alexander V.</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240401</creationdate><title>Understanding the spatial disparity in socio-economic recovery of coastal communities following typhoon disasters</title><author>Ding, Shengping ; Xu, Lilai ; Liu, Shidong ; Yang, Xue ; Wang, Li ; Perez-Sindin, Xaquin S. ; Prishchepov, Alexander V.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c350t-4af9821144ae2029fc607c7a5df75993f8a554f239e7fe709e576014af767e483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Anthropocene epoch</topic><topic>case studies</topic><topic>China</topic><topic>climate change</topic><topic>Community resilience</topic><topic>drainage</topic><topic>elderly</topic><topic>environment</topic><topic>Influence factors</topic><topic>low-income population</topic><topic>Nighttime light</topic><topic>open space</topic><topic>Recovery</topic><topic>risk</topic><topic>risk reduction</topic><topic>socioeconomics</topic><topic>Spatial heterogeneity</topic><topic>typhoons</topic><topic>wind speed</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ding, Shengping</creatorcontrib><creatorcontrib>Xu, Lilai</creatorcontrib><creatorcontrib>Liu, Shidong</creatorcontrib><creatorcontrib>Yang, Xue</creatorcontrib><creatorcontrib>Wang, Li</creatorcontrib><creatorcontrib>Perez-Sindin, Xaquin S.</creatorcontrib><creatorcontrib>Prishchepov, Alexander V.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ding, Shengping</au><au>Xu, Lilai</au><au>Liu, Shidong</au><au>Yang, Xue</au><au>Wang, Li</au><au>Perez-Sindin, Xaquin S.</au><au>Prishchepov, Alexander V.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Understanding the spatial disparity in socio-economic recovery of coastal communities following typhoon disasters</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2024-04-01</date><risdate>2024</risdate><volume>919</volume><spage>170831</spage><epage>170831</epage><pages>170831-170831</pages><artnum>170831</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>The increasing risk of climate change in the Anthropocene underscores the importance and urgency of enhancing resilience to climate-related disasters. 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The exposure to hazard, socio-economic sensitivity, and adaptive capacity in communities explained well the spatial disparity of resilience to the typhoon. Maximum wind speed, percentage of the elderly, and percentage of low-income population significantly negatively correlated with resilience, whereas commercial activity intensity, spatial accessibility of hospitals, drainage capacity, and percentage of green open space showed significantly positive relationships with resilience. Notably, the effects of key factors on resilience were spatially heterogeneous. For instance, maximum wind speed exhibited the strongest influence on resilience in middle-urbanized areas, while the effect of commercial activity intensity was most pronounced in low-urbanized areas. Conversely, spatial accessibility of hospitals and drainage capacity showed the strongest influence in high-urbanized areas. Our study highlights the necessity of linking post-disaster recovery with intensity of hazard, socio-economic sensitivity, and adaptive capacity to understand community resilience for better disaster risk reduction. [Display omitted] •Combing recovery with exposure, sensitivity, and adaptive capacity to better understand resilience to typhoon disasters.•Significant heterogeneity of socio-economic recovery was observed among different urbanized communities.•The exposure, sensitivity, and adaptive capacity explained the spatial disparity of resilience to typhoon disasters.•Effects of key factors on community resilience to typhoon disasters were spatially heterogeneous.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38340859</pmid><doi>10.1016/j.scitotenv.2024.170831</doi><tpages>1</tpages></addata></record>
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subjects Anthropocene epoch
case studies
China
climate change
Community resilience
drainage
elderly
environment
Influence factors
low-income population
Nighttime light
open space
Recovery
risk
risk reduction
socioeconomics
Spatial heterogeneity
typhoons
wind speed
title Understanding the spatial disparity in socio-economic recovery of coastal communities following typhoon disasters
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