IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i17p10488-d895620.html
   My bibliography  Save this article

Framework for Spatio-Temporal Distribution of Disasters and Influencing Factors: Exploratory Study of Tianjin, China

Author

Listed:
  • Weichao Yang

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China
    State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300350, China)

  • De Hu

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China)

  • Xuelian Jiang

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China)

  • Xuebo Dun

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China)

  • Bingtao Hou

    (Zhonghuan Information College, Tianjin University of Technology, Tianjin 300380, China)

  • Chuanxing Zheng

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China)

  • Caixia Chen

    (Tianjin Key Laboratory of Soft Soil Characteristics & Engineering Environment, Tianjin Chengjian University, Tianjin 300384, China)

  • Rong Zhuang

    (Tianjin Dongfang Tairui Technology Co., Ltd., Tianjin 300110, China)

Abstract

Facing the increased frequency of disasters and resulting massive damages, many countries have developed their frameworks for disaster risk management (DRM). However, these frameworks are highly regional and few of them suggest corresponding methods for specific analysis content, which makes them less practical and operational. In this paper, we investigate an exploratory framework for spatio-temporal distribution of disasters and analysis of influencing factors, including suggested methods for all the content. Time series analysis, geographical difference analysis, direction distribution analysis, and spatial autocorrelation analysis are selected as the content of spatio-temporal distribution of disasters part. Mann–Kendall test method, Lorentz curve, standard deviation ellipse method, and exploratory spatial data analysis method are introduced to analyze them. The impact analysis part was carried out on individual disaster and multiple disasters, which are suggested as the two aspects of influencing factors analysis, by means of a geographic detector and a novel comprehensive impact evaluation model that was developed. Then, the framework is applied to analyze disasters including flood, storm surge, and earthquake in Tianjin of China. The research results help to understand the spatial and temporal distribution of disasters and the disaster mechanism in Tianjin. Further, the superiority and limitations of the framework are discussed. Finally, the framework developed is expected to be widely applied in other districts for better DRM in the future.

Suggested Citation

  • Weichao Yang & De Hu & Xuelian Jiang & Xuebo Dun & Bingtao Hou & Chuanxing Zheng & Caixia Chen & Rong Zhuang, 2022. "Framework for Spatio-Temporal Distribution of Disasters and Influencing Factors: Exploratory Study of Tianjin, China," Sustainability, MDPI, vol. 14(17), pages 1-23, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:17:p:10488-:d:895620
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/17/10488/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/17/10488/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kaustav Chatterjee & Deepankar Choudhury, 2013. "Variations in shear wave velocity and soil site class in Kolkata city using regression and sensitivity 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. 69(3), pages 2057-2082, December.
    2. Xianwu Shi & Shan Liu & Saini Yang & Qinzheng Liu & Jun Tan & Zhixing Guo, 2015. "Spatial–temporal distribution of storm surge damage 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. 79(1), pages 237-247, October.
    3. Chan-juan Li & Yuan-qing Chai & Lin-sheng Yang & Hai-rong Li, 2016. "Spatio-temporal distribution of flood disasters and analysis of influencing factors in Africa," 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. 82(1), pages 721-731, May.
    4. Masozera, Michel & Bailey, Melissa & Kerchner, Charles, 2007. "Distribution of impacts of natural disasters across income groups: A case study of New Orleans," Ecological Economics, Elsevier, vol. 63(2-3), pages 299-306, August.
    5. Edward P. Lazear, 2004. "The Peter Principle: A Theory of Decline," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 141-163, February.
    Full references (including those not matched with items on IDEAS)

    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. Anja Schöttner & Veikko Thiele, 2010. "Promotion Tournaments and Individual Performance Pay," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(3), pages 699-731, September.
    2. Tom Coupé & Valérie Smeets & Frédéric Warzynski, 2006. "Incentives, Sorting and Productivity along the Career: Evidence from a Sample of Top Economists," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 22(1), pages 137-167, April.
    3. Muel Kaptein, 2023. "A Paradox of Ethics: Why People in Good Organizations do Bad Things," Journal of Business Ethics, Springer, vol. 184(1), pages 297-316, April.
    4. Edward P. Lazear, 1995. "Personnel Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121883, April.
    5. Stav Shapira & Lena Novack & Yaron Bar-Dayan & Limor Aharonson-Daniel, 2016. "An Integrated and Interdisciplinary Model for Predicting the Risk of Injury and Death in Future Earthquakes," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-11, March.
    6. Martin Vezér & Alexander Bakker & Klaus Keller & Nancy Tuana, 2018. "Epistemic and ethical trade-offs in decision analytical modelling," Climatic Change, Springer, vol. 147(1), pages 1-10, March.
    7. Frijters, Paul & Johnston, David W. & Knott, Rachel & Torgler, Benno, 2021. "Resilience to Disaster: Evidence from Daily Wellbeing Data," IZA Discussion Papers 14220, Institute of Labor Economics (IZA).
    8. Reshma Raskar Phule & Deepankar Choudhury, 2017. "Seismic reliability-based analysis and GIS mapping of cyclic mobility of clayey soils of Mumbai city, 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. 85(1), pages 139-169, January.
    9. Ke Wang & Yongsheng Yang & Genserik Reniers & Quanyi Huang, 2021. "A study into the spatiotemporal distribution of typhoon storm surge 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. 108(1), pages 1237-1256, August.
    10. Laura Siebeneck & Ronald Schumann & Britt-Janet Kuenanz & Seungyoon Lee & Bailey C. Benedict & Caitlyn M. Jarvis & Satish V. Ukkusuri, 2020. "Returning home after Superstorm Sandy: phases in the return-entry process," 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. 101(1), pages 195-215, March.
    11. van Dalen, H.P. & Henkens, K., 2015. "Why Demotion of Older Workers is a No-Go Area for Managers," Other publications TiSEM cef69d5e-bcc2-4082-b9fa-0, Tilburg University, School of Economics and Management.
    12. Parker, Simon C., 2013. "Do serial entrepreneurs run successively better-performing businesses?," Journal of Business Venturing, Elsevier, vol. 28(5), pages 652-666.
    13. Ying Wang & Hao Chen & Juan Li, 2012. "Factors affecting earthquake recovery: the Yao’an earthquake 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. 64(1), pages 37-53, October.
    14. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    15. Mohsen Alizadeh & Esmaeil Alizadeh & Sara Asadollahpour Kotenaee & Himan Shahabi & Amin Beiranvand Pour & Mahdi Panahi & Baharin Bin Ahmad & Lee Saro, 2018. "Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran," Sustainability, MDPI, vol. 10(10), pages 1-23, September.
    16. Jonathan W. F. Remo & Nicholas Pinter & Moe Mahgoub, 2016. "Assessing Illinois’s flood vulnerability using Hazus-MH," 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 265-287, March.
    17. Kilgarriff, Paul & McDermott, T.K.J. & Vega, Amaya & Morrissey , Karyn & O’Donoghue, Cathal, 2018. "Flooding disruption and the impact on the spatial distribution of commuter’s income," Working Papers 309608, National University of Ireland, Galway, Socio-Economic Marine Research Unit.
    18. Cheng, Yuan & Chang, Meng & Xue, Yanbo, 2020. "A computational study of promotion dynamics and organizational efficiency," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 560(C).
    19. David Dickinson & Marie Claire Villeval, 2007. "The Peter Principle: An Experiment," Post-Print halshs-00175434, HAL.
    20. Thursby, Marie & Thursby, Jerry & Gupta-Mukherjee, Swasti, 2007. "Are there real effects of licensing on academic research? A life cycle view," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 577-598, 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:gam:jsusta:v:14:y:2022:i:17:p:10488-:d:895620. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.