IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v114y2022i2d10.1007_s11069-022-05438-0.html
   My bibliography  Save this article

A GIS-based approach for tornado risk assessment in Mexico

Author

Listed:
  • José Francisco León-Cruz

    (Universidad Nacional Autónoma de México (UNAM))

  • Rocío Castillo-Aja

    (Universidad de Guadalajara (U de G))

Abstract

Tornadoes are considered the most extreme manifestation of severe weather, and they are classified as a potentially disastrous phenomenon. In Mexico, tornadoes are common, but they have not received particular attention until recent years because of the socioeconomic impacts derived from significant events. Tornadoes are one of the few natural phenomena in Mexico that do not have an associated risk mapping, as is already the case for other meteorological threats. The present investigation aims to fill this gap by introducing a tornado risk assessment in Mexico using a GIS-based approach. To this end, the risk components—hazard, vulnerability, and exposure—are examined. Tornado hazard was calculated by combining historical tornado reports with potentially severe convective environments computed from the ERA5 dataset. Tornado vulnerability was addressed by the construction of socioeconomic indicators and a multivariate statistical method application. The resulting values were used to define a weighted index based on five main driving factors affecting vulnerability. Exposure was determined using population density. Every subsequent index was added at the municipality level and allowed the computation of a Tornado Risk Index. The results show diverse spatial patterns associated with the three risk components and the risk itself. This first attempt to assess the tornado risk in Mexico exposes relevant information about the natural phenomena and the societal components based on vulnerability and exposure effects. The results can be used to support diverse programs related to integrated risk management for tornadoes in Mexico.

Suggested Citation

  • José Francisco León-Cruz & Rocío Castillo-Aja, 2022. "A GIS-based approach for tornado risk assessment in Mexico," 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. 114(2), pages 1563-1583, November.
  • Handle: RePEc:spr:nathaz:v:114:y:2022:i:2:d:10.1007_s11069-022-05438-0
    DOI: 10.1007/s11069-022-05438-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-022-05438-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11069-022-05438-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Clémence Guillard-Gonçalves & Susan L. Cutter & Christopher T. Emrich & José Luís Zêzere, 2015. "Application of Social Vulnerability Index (SoVI) and delineation of natural risk zones in Greater Lisbon, Portugal," Journal of Risk Research, Taylor & Francis Journals, vol. 18(5), pages 651-674, May.
    2. Ali Al-Hemoud & Ali Al-Dousari & Raafat Misak & Mane Al-Sudairawi & Adil Naseeb & Hassan Al-Dashti & Noor Al-Dousari, 2019. "Economic Impact and Risk Assessment of Sand and Dust Storms (SDS) on the Oil and Gas Industry in Kuwait," Sustainability, MDPI, vol. 11(1), pages 1-19, January.
    3. Daniel Sutter & Kevin Simmons, 2010. "Tornado fatalities and mobile homes 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. 53(1), pages 125-137, April.
    4. Tiodora Siagian & Purhadi Purhadi & Suhartono Suhartono & Hamonangan Ritonga, 2014. "Social vulnerability to natural hazards in Indonesia: driving factors and policy implications," 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. 70(2), pages 1603-1617, January.
    5. Hall,Gillette H. & Patrinos,Harry Anthony (ed.), 2012. "Indigenous Peoples, Poverty, and Development," Cambridge Books, Cambridge University Press, number 9781107020573.
    6. Frigerio, Ivan & De Amicis, Mattia, 2016. "Mapping social vulnerability to natural hazards in Italy: A suitable tool for risk mitigation strategies," Environmental Science & Policy, Elsevier, vol. 63(C), pages 187-196.
    7. Aven, Terje, 2016. "Risk assessment and risk management: Review of recent advances on their foundation," European Journal of Operational Research, Elsevier, vol. 253(1), pages 1-13.
    8. J. F. León-Cruz & N. Carbajal & L. F. Pineda-Martínez, 2019. "The role of complex terrain in the generation of tornadoes in the west of Mexico," 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(1), pages 335-353, May.
    9. Yang Zhou & Ning Li & Wenxiang Wu & Jidong Wu & Peijun Shi, 2014. "Local Spatial and Temporal Factors Influencing Population and Societal Vulnerability to Natural Disasters," Risk Analysis, John Wiley & Sons, vol. 34(4), pages 614-639, April.
    10. Jorge Garza-Rodriguez & Gustavo A. Ayala-Diaz & Gerardo G. Coronado-Saucedo & Eugenio G. Garza-Garza & Oscar Ovando-Martinez, 2021. "Determinants of Poverty in Mexico: A Quantile Regression Analysis," Economies, MDPI, vol. 9(2), pages 1-24, April.
    11. Troy Rosencrants & Walker Ashley, 2015. "Spatiotemporal analysis of tornado exposure in five US metropolitan areas," 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 121-140, August.
    12. 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.
    13. Shamsuddin Shahid & Houshang Behrawan, 2008. "Drought risk assessment in the western part of Bangladesh," 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. 46(3), pages 391-413, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Prahlada V. Mittal & Rishabh Bafna & Ankush Mittal, 2023. "Unsupervised learning framework for region-based damage assessment on xBD, a large satellite imagery," 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. 118(2), pages 1619-1643, September.

    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.
    1. Nicolás C. Bronfman & Paula B. Repetto & Nikole Guerrero & Javiera V. Castañeda & Pamela C. Cisternas, 2021. "Temporal evolution in social vulnerability to natural hazards in Chile," 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. 107(2), pages 1757-1784, June.
    2. Mohd Idris Nor Diana & Nurfashareena Muhamad & Mohd Raihan Taha & Ashraf Osman & Md. Mahmudul Alam, 2021. "Social Vulnerability Assessment for Landslide Hazards in Malaysia: A Systematic Review Study," Land, MDPI, vol. 10(3), pages 1-19, March.
    3. Ibolya Török, 2018. "Qualitative Assessment of Social Vulnerability to Flood Hazards in Romania," Sustainability, MDPI, vol. 10(10), pages 1-20, October.
    4. Eleonora Giovene di Girasole & Daniele Cannatella, 2017. "Social Vulnerability to Natural Hazards in Urban Systems. An Application in Santo Domingo (Dominican Republic)," Sustainability, MDPI, vol. 9(11), pages 1-17, November.
    5. Yi Ge & Wen Dou & Jianping Dai, 2017. "A New Approach to Identify Social Vulnerability to Climate Change in the Yangtze River Delta," Sustainability, MDPI, vol. 9(12), pages 1-19, December.
    6. Yi Ge & Wen Dou & Xiaotao Wang & Yi Chen & Ziyuan Zhang, 2021. "Identifying urban–rural differences in social vulnerability to natural hazards: a case study 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. 108(3), pages 2629-2651, September.
    7. Chien-Hao Sung & Shyue-Cherng Liaw, 2021. "Using Spatial Pattern Analysis to Explore the Relationship between Vulnerability and Resilience to Natural Hazards," IJERPH, MDPI, vol. 18(11), pages 1-16, May.
    8. Xiao‐Bing Hu & Hang Li & XiaoMei Guo & Pieter H. A. J. M. van Gelder & Peijun Shi, 2019. "Spatial Vulnerability of Network Systems under Spatially Local Hazards," Risk Analysis, John Wiley & Sons, vol. 39(1), pages 162-179, January.
    9. Yi Ge & Guangfei Yang & Yi Chen & Wen Dou, 2019. "Examining Social Vulnerability and Inequality: A Joint Analysis through a Connectivity Lens in the Urban Agglomerations of China," Sustainability, MDPI, vol. 11(4), pages 1-19, February.
    10. Pagliacci, Francesco & Russo, Margherita, 2018. "Be (and have) good neighbours! Factors of vulnerability in the case of multiple hazards," MPRA Paper 98044, University Library of Munich, Germany, revised 25 Nov 2019.
    11. Itziar González Tánago & Julia Urquijo & Veit Blauhut & Fermín Villarroya & Lucia De Stefano, 2016. "Learning from experience: a systematic review of assessments of vulnerability to drought," 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(2), pages 951-973, January.
    12. Mohammad Abdul Quader & Amanat Ullah Khan & Matthieu Kervyn, 2017. "Assessing Risks from Cyclones for Human Lives and Livelihoods in the Coastal Region of Bangladesh," IJERPH, MDPI, vol. 14(8), pages 1-26, July.
    13. Nikole Guerrero & Marta Contreras & Alondra Chamorro & Carolina Martínez & Tomás Echaveguren, 2023. "Social vulnerability in Chile: challenges for multi-scale analysis and disaster risk reduction," 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. 117(3), pages 3067-3102, July.
    14. Gargiulo, Carmela & Battarra, Rosaria & Tremiterra, Maria Rosa, 2020. "Coastal areas and climate change: A decision support tool for implementing adaptation measures," Land Use Policy, Elsevier, vol. 91(C).
    15. Paulo Rodolpho Pereira Hader & Fábio Augusto Gomes Vieira Reis & Anna Silvia Palcheco Peixoto, 2022. "Landslide risk assessment considering socionatural factors: methodology and application to Cubatão municipality, São Paulo, Brazil," 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. 110(2), pages 1273-1304, January.
    16. Oscar Luigi Azzimonti & Matteo Colleoni & Mattia De Amicis & Ivan Frigerio, 2017. "Mappare la vulnerabilit? sociale e la resilienza di un territorio," PRISMA Economia - Societ? - Lavoro, FrancoAngeli Editore, vol. 2017(3), pages 14-24.
    17. Mastronardi, Luigi & Cavallo, Aurora & Romagnoli, Luca, 2022. "A novel composite environmental fragility index to analyse Italian ecoregions’ vulnerability," Land Use Policy, Elsevier, vol. 122(C).
    18. Mattia Amadio & Jaroslav Mysiak & Sepehr Marzi, 2019. "Mapping Socioeconomic Exposure for Flood Risk Assessment in Italy," Risk Analysis, John Wiley & Sons, vol. 39(4), pages 829-845, April.
    19. Arnold R. Salvacion, 2023. "Delineating village-level drought risk in Marinduque Island, Philippines," 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. 116(3), pages 2993-3014, April.
    20. Joseph Karanja & Lawrence M. Kiage, 2022. "Scale implications and evolution of a social vulnerability index in Atlanta, Georgia, USA," 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. 113(1), pages 789-812, August.

    Corrections

    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:114:y:2022:i:2:d:10.1007_s11069-022-05438-0. 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.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.