Flood vulnerability assessment using the triangular fuzzy number-based analytic hierarchy process and support vector machine model for the Belt and Road region
Author
Abstract
Suggested Citation
DOI: 10.1007/s11069-021-04946-9
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Anu Susan Sam & Ranjit Kumar & Harald Kächele & Klaus Müller, 2017. "Vulnerabilities to flood hazards among rural households in India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(2), pages 1133-1153, September.
- Sitotaw Haile Erena & Hailu Worku, 2019. "Urban flood vulnerability assessments: the case of Dire Dawa city, Ethiopia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 97(2), pages 495-516, June.
- Alexander Fekete, 2012. "Spatial disaster vulnerability and risk assessments: challenges in their quality and acceptance," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 61(3), pages 1161-1178, April.
- Yan Fang & Jie Yin & Bihu Wu, 2016. "Flooding risk assessment of coastal tourist attractions affected by sea level rise and storm surge: a case study in Zhejiang Province, China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 84(1), pages 611-624, October.
- H. Moel & J. Aerts, 2011. "Effect of uncertainty in land use, damage models and inundation depth on flood damage estimates," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 58(1), pages 407-425, July.
- Zbigniew Kundzewicz & Nicola Lugeri & Rutger Dankers & Yukiko Hirabayashi & Petra Döll & Iwona Pińskwar & Tomasz Dysarz & Stefan Hochrainer & Piotr Matczak, 2010. "Assessing river flood risk and adaptation in Europe—review of projections for the future," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 15(7), pages 641-656, October.
- Gray, Clark & Mueller, Valerie, 2012. "Drought and Population Mobility in Rural Ethiopia," World Development, Elsevier, vol. 40(1), pages 134-145.
- Nicola Lugeri & Zbigniew Kundzewicz & Elisabetta Genovese & Stefan Hochrainer & Maciej Radziejewski, 2010. "River flood risk and adaptation in Europe—assessment of the present status," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 15(7), pages 621-639, October.
- Yang Zhou & Ning Li & Wenxiang Wu & Jidong Wu, 2014. "Assessment of provincial social vulnerability to natural disasters in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(3), pages 2165-2186, April.
- Huali Chen & Yuka Ito & Marie Sawamukai & Tomochika Tokunaga, 2015. "Flood hazard assessment in the Kujukuri Plain of Chiba Prefecture, Japan, based on GIS and multicriteria decision analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(1), pages 105-120, August.
- Xiao-ling Yang & Jie-hua Ding & Hui Hou, 2013. "Application of a triangular fuzzy AHP approach for flood risk evaluation and response measures analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 68(2), pages 657-674, September.
- N. Sudha Rani & A. Satyanarayana & Prasad Bhaskaran, 2015. "Coastal vulnerability assessment studies over India: a review," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(1), pages 405-428, May.
- Gabriela Werren & Emmanuel Reynard & Stuart N. Lane & Daniela Balin, 2016. "Flood hazard assessment and mapping in semi-arid piedmont areas: a case study in Beni Mellal, Morocco," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(1), pages 481-511, March.
- Yong-Ling Zhang & Wen-Jiao You, 2014. "Social vulnerability to floods: a case study of Huaihe River Basin," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(3), pages 2113-2125, April.
- Irfan Ahmad Rana & Jayant K. Routray, 2018. "Integrated methodology for flood risk assessment and application in urban communities of Pakistan," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 91(1), pages 239-266, March.
- Elizabeth L. Malone & Nathan L. Engle, 2011. "Evaluating regional vulnerability to climate change: purposes and methods," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(3), pages 462-474, May.
- Dieu Tien Bui & Biswajeet Pradhan & Owe Lofman & Inge Revhaug, 2012. "Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models," Mathematical Problems in Engineering, Hindawi, vol. 2012, pages 1-26, July.
- Gabriela Werren & Emmanuel Reynard & Stuart Lane & Daniela Balin, 2016. "Flood hazard assessment and mapping in semi-arid piedmont areas: a case study in Beni Mellal, Morocco," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 81(1), pages 481-511, March.
- Yong Shi, 2013. "Population vulnerability assessment based on scenario simulation of rainstorm-induced waterlogging: a case study of Xuhui District, Shanghai City," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 66(2), pages 1189-1203, March.
- Susan L. Cutter & Bryan J. Boruff & W. Lynn Shirley, 2003. "Social Vulnerability to Environmental Hazards," Social Science Quarterly, Southwestern Social Science Association, vol. 84(2), pages 242-261, June.
- Si-dong Xian, 2010. "A new fuzzy comprehensive evaluation model based on the support vector machine," Fuzzy Information and Engineering, Springer, vol. 2(1), pages 75-86, March.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Yang Li & Jingjing Pei & Fang Zhang, 2023. "Comprehensive Ecological Planning and Evaluation of Towns from the Perspective of Sustainable Development," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
- Karim Solaimani & Fatemeh Shokrian & Shadman Darvishi, 2023. "An Assessment of the Integrated Multi-Criteria and New Models Efficiency in Watershed Flood Mapping," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(1), pages 403-425, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wenmin Qin & Aiwen Lin & Jian Fang & Lunche Wang & Man Li, 2017. "Spatial and temporal evolution of community resilience to natural hazards in the coastal areas of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 89(1), pages 331-349, October.
- Aishwarya Narendr & S. Vinay & Bharath Haridas Aithal & Sutapa Das, 2022. "Multi-dimensional parametric coastal flood risk assessment at a regional scale using GIS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9569-9597, July.
- Tugkan Tanir & Andre de Souza de Lima & Gustavo A. Coelho & Sukru Uzun & Felicio Cassalho & Celso M. Ferreira, 2021. "Assessing the spatiotemporal socioeconomic flood vulnerability of agricultural communities in the Potomac River Watershed," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 108(1), pages 225-251, August.
- Seunghoo Jeong & D. K. Yoon, 2018. "Examining Vulnerability Factors to Natural Disasters with a Spatial Autoregressive Model: The Case of South Korea," Sustainability, MDPI, vol. 10(5), pages 1-13, May.
- Feifeng Cao & Huangyuan Wang & Conglin Zhang & Weibo Kong, 2023. "Social Vulnerability Evaluation of Natural Disasters and Its Spatiotemporal Evolution in Zhejiang Province, China," Sustainability, MDPI, vol. 15(8), pages 1-14, April.
- Xuchao Yang & Lin Lin & Yizhe Zhang & Tingting Ye & Qian Chen & Cheng Jin & Guanqiong Ye, 2019. "Spatially Explicit Assessment of Social Vulnerability in Coastal China," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
- Guido Paliaga & Fabio Luino & Laura Turconi & Fausto Marincioni & Francesco Faccini, 2020. "Exposure to Geo-Hydrological Hazards of the Metropolitan Area of Genoa, Italy: A Multi-Temporal Analysis of the Bisagno Stream," Sustainability, MDPI, vol. 12(3), pages 1-20, February.
- Blake Walker & Cameron Taylor-Noonan & Alan Tabbernor & T’Brenn McKinnon & Harsimran Bal & Dan Bradley & Nadine Schuurman & John Clague, 2014. "A multi-criteria evaluation model of earthquake vulnerability in Victoria, British Columbia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(2), pages 1209-1222, November.
- Alexander Fekete & Katerina Tzavella & Roland Baumhauer, 2017. "Spatial exposure aspects contributing to vulnerability and resilience assessments of urban critical infrastructure in a flood and blackout context," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 86(1), pages 151-176, March.
- Rauter, Magdalena & Kaufmann, Maria & Thaler, Thomas & Fuchs, Sven, 2020. "Flood risk management in Austria: Analysing the shift in responsibility-sharing between public and private actors from a public stakeholder's perspective," Land Use Policy, Elsevier, vol. 99(C).
- Iuliana Armas & Radu Ionescu & Cristina Posner, 2015. "Flood risk perception along the Lower Danube river, Romania," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 79(3), pages 1913-1931, December.
- Mehdi Sadeghi & Stefan Hochrainer-Stigler & Mohsen Ghafory-Ashtiany, 2015. "Evaluation of earthquake mitigation measures to reduce economic and human losses: a case study to residential property owners in the metropolitan area of Shiraz, Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(3), pages 1811-1826, September.
- Stephanie Chang & Jackie Yip & Shona Zijll de Jong & Rebecca Chaster & Ashley Lowcock, 2015. "Using vulnerability indicators to develop resilience networks: a similarity approach," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(3), pages 1827-1841, September.
- Niranjan Padhan & S Madheswaran, 2023. "An integrated assessment of vulnerability to floods in coastal Odisha: a district-level analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(3), pages 2351-2382, February.
- Eric Tate & Aaron Strong & Travis Kraus & Haoyi Xiong, 2016. "Flood recovery and property acquisition in Cedar Rapids, Iowa," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(3), pages 2055-2079, February.
- Anu Susan Sam & Ranjit Kumar & Harald Kächele & Klaus Müller, 2017. "Vulnerabilities to flood hazards among rural households in India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 88(2), pages 1133-1153, September.
- Eric Tate & Md Asif Rahman & Christopher T. Emrich & Christopher C. Sampson, 2021. "Flood exposure and social vulnerability in the United States," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(1), pages 435-457, March.
- Cuong Viet Nguyen & Ralph Horne & John Fien & France Cheong, 2017. "Assessment of social vulnerability to climate change at the local scale: development and application of a Social Vulnerability Index," Climatic Change, Springer, vol. 143(3), pages 355-370, August.
- Eric Tate & Aaron Strong & Travis Kraus & Haoyi Xiong, 2016. "Flood recovery and property acquisition in Cedar Rapids, Iowa," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(3), pages 2055-2079, February.
- Ming Zhang & Wenbo Xiang & Meilan Chen & Zisen Mao, 2018. "Measuring Social Vulnerability to Flood Disasters in China," Sustainability, MDPI, vol. 10(8), pages 1-14, July.
More about this item
Keywords
Flood; Vulnerability; Triangular fuzzy number-based analytic hierarchy process; Support vector machine; The Belt and Road region;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:nathaz:v:110:y:2022:i:1:d:10.1007_s11069-021-04946-9. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.