IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i8p1514-d1206278.html
   My bibliography  Save this article

A Systematic Review of Disaster Management Systems: Approaches, Challenges, and Future Directions

Author

Listed:
  • Saad Mazhar Khan

    (College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan)

  • Imran Shafi

    (College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan)

  • Wasi Haider Butt

    (College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan)

  • Isabel de la Torre Diez

    (Department of Signal Theory, Communications and Telematics Engineering, Unviersity of Valladolid, Paseo de Belén, 15, 47011 Valladolid, Spain)

  • Miguel Angel López Flores

    (Research Group on Foods, Universidad Europea del Atlántico, Isabel Torres 21, 39011 Santander, Spain
    Research Group on Foods, Universidad Internacional Iberoamericana, Campeche 24560, Mexico
    Instituto Politécnico Nacional, UPIICSA, Ciudad de México 04510, Mexico)

  • Juan Castanedo Galán

    (Research Group on Foods, Universidad Europea del Atlántico, Isabel Torres 21, 39011 Santander, Spain
    Universidad Internacional Iberoamericana Arecibo, Arecibo, PR 00613, USA
    Department of Projects, Universidade Internacional do Cuanza, Cuito EN250, Angola)

  • Imran Ashraf

    (Department of Information and Communication Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea)

Abstract

Disaster management is a critical area that requires efficient methods and techniques to address various challenges. This comprehensive assessment offers an in-depth overview of disaster management systems, methods, obstacles, and potential future paths. Specifically, it focuses on flood control, a significant and recurrent category of natural disasters. The analysis begins by exploring various types of natural catastrophes, including earthquakes, wildfires, and floods. It then delves into the different domains that collectively contribute to effective flood management. These domains encompass cutting-edge technologies such as big data analysis and cloud computing, providing scalable and reliable infrastructure for data storage, processing, and analysis. The study investigates the potential of the Internet of Things and sensor networks to gather real-time data from flood-prone areas, enhancing situational awareness and enabling prompt actions. Model-driven engineering is examined for its utility in developing and modeling flood scenarios, aiding in preparation and response planning. This study includes the Google Earth engine (GEE) and examines previous studies involving GEE. Moreover, we discuss remote sensing; remote sensing is undoubtedly a valuable tool for disaster management, and offers geographical data in various situations. We explore the application of Geographical Information System (GIS) and Spatial Data Management for visualizing and analyzing spatial data and facilitating informed decision-making and resource allocation during floods. In the final section, the focus shifts to the utilization of machine learning and data analytics in flood management. These methodologies offer predictive models and data-driven insights, enhancing early warning systems, risk assessment, and mitigation strategies. Through this in-depth analysis, the significance of incorporating these spheres into flood control procedures is highlighted, with the aim of improving disaster management techniques and enhancing resilience in flood-prone regions. The paper addresses existing challenges and provides future research directions, ultimately striving for a clearer and more coherent representation of disaster management techniques.

Suggested Citation

  • Saad Mazhar Khan & Imran Shafi & Wasi Haider Butt & Isabel de la Torre Diez & Miguel Angel López Flores & Juan Castanedo Galán & Imran Ashraf, 2023. "A Systematic Review of Disaster Management Systems: Approaches, Challenges, and Future Directions," Land, MDPI, vol. 12(8), pages 1-37, July.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:8:p:1514-:d:1206278
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/8/1514/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/8/1514/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. M. Flannigan & B. Amiro & K. Logan & B. Stocks & B. Wotton, 2006. "Forest Fires and Climate Change in the 21 ST Century," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 11(4), pages 847-859, July.
    2. Kaixin Yang & Sujie Zhang & Xinran Yang & Nan Wu & Chao Liu, 2022. "Flood Detection Based on Unmanned Aerial Vehicle System and Deep Learning," Complexity, Hindawi, vol. 2022, pages 1-9, May.
    3. Kaljot Sharma & Darpan Anand & Munish Sabharwal & Pradeep Kumar Tiwari & Omar Cheikhrouhou & Tarek Frikha, 2021. "A Disaster Management Framework Using Internet of Things-Based Interconnected Devices," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-21, May.
    4. Aedo, Sebastián A. & Bonilla, Carlos A., 2021. "A numerical model for linking soil organic matter decay and wildfire severity," Ecological Modelling, Elsevier, vol. 447(C).
    5. Julia Becker & Douglas Paton & David Johnston & Kevin Ronan, 2012. "A model of household preparedness for earthquakes: how individuals make meaning of earthquake information and how this influences preparedness," 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 107-137, October.
    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. Stefanos Dosis & George P. Petropoulos & Kleomenis Kalogeropoulos, 2023. "A Geospatial Approach to Identify and Evaluate Ecological Restoration Sites in Post-Fire Landscapes," Land, MDPI, vol. 12(12), pages 1-23, December.

    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. Zhixing Ma & Shili Guo & Xin Deng & Dingde Xu, 2021. "Community resilience and resident's disaster preparedness: evidence from China's earthquake-stricken 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. 108(1), pages 567-591, August.
    2. Wen-Jye Shyr & I-Min Chen & Jing-Chuan Lee & Te-Jen Su, 2021. "Applying Interactive Teaching Experience and Technology Action Puzzles in Disaster Prevention Education," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    3. Dingde Xu & Zhuolin Yong & Xin Deng & Yi Liu & Kai Huang & Wenfeng Zhou & Zhixing Ma, 2019. "Financial Preparation, Disaster Experience, and Disaster Risk Perception of Rural Households in Earthquake-Stricken Areas: Evidence From the Wenchuan and Lushan Earthquakes in China’s Sichuan Province," IJERPH, MDPI, vol. 16(18), pages 1-17, September.
    4. Janusz Szmyt & Monika Dering, 2024. "Adaptive Silviculture and Climate Change—A Forced Marriage of the 21st Century?," Sustainability, MDPI, vol. 16(7), pages 1-31, March.
    5. J. Thomas & K. Mora, 2014. "Community resilience, latent resources and resource scarcity after an earthquake: Is society really three meals away from anarchy?," 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 477-490, November.
    6. Dingde Xu & Chen Qing & Xin Deng & Zhuolin Yong & Wenfeng Zhou & Zhixing Ma, 2020. "Disaster Risk Perception, Sense of Pace, Evacuation Willingness, and Relocation Willingness of Rural Households in Earthquake-Stricken Areas: Evidence from Sichuan Province, China," IJERPH, MDPI, vol. 17(2), pages 1-19, January.
    7. Mohamed S. Abdalzaher & Moez Krichen & Derya Yiltas-Kaplan & Imed Ben Dhaou & Wilfried Yves Hamilton Adoni, 2023. "Early Detection of Earthquakes Using IoT and Cloud Infrastructure: A Survey," Sustainability, MDPI, vol. 15(15), pages 1-38, July.
    8. Carmen E. Elrick-Barr & Timothy F. Smith, 2022. "Current Information Provision Rarely Helps Coastal Households Adapt to Climate Change," Sustainability, MDPI, vol. 14(5), pages 1-12, March.
    9. Junlei Yu & Timothy Sim & Wenhua Qi & Zhe Zhu, 2020. "Communication with Local Officials, Self-Efficacy, and Individual Disaster Preparedness: A Case Study of Rural Northwestern China," Sustainability, MDPI, vol. 12(13), pages 1-14, July.
    10. Tianzhuo Liu & Huifang Jiao, 2018. "How does information affect fire risk reduction behaviors? Mediating effects of cognitive processes and subjective knowledge," 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. 90(3), pages 1461-1483, February.
    11. Heidenstrøm, Nina & Throne-Holst, Harald, 2020. "“Someone will take care of it”. Households' understanding of their responsibility to prepare for and cope with electricity and ICT infrastructure breakdowns," Energy Policy, Elsevier, vol. 144(C).
    12. Panpan Lian & Zhenyu Zhuo & Yanbin Qi & Dingde Xu & Xin Deng, 2021. "The Impacts of Training on Farmers’ Preparedness Behaviors of Earthquake Disaster—Evidence from Earthquake-Prone Settlements in Rural China," Agriculture, MDPI, vol. 11(8), pages 1-17, July.
    13. Hao-Teng Cheng & Ko-Wan Tsou, 2018. "Mitigation Policy Acceptance Model: An Analysis of Individual Decision Making Process toward Residential Seismic Strengthening," IJERPH, MDPI, vol. 15(9), pages 1-12, August.
    14. Özer Akyürek, 2023. "Spatial and temporal analysis of vegetation fires in Europe," 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(1), pages 1105-1124, May.
    15. Dianyou Yu & Zheng He, 2022. "Digital twin-driven intelligence disaster prevention and mitigation for infrastructure: advances, challenges, and opportunities," 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. 112(1), pages 1-36, May.
    16. Sebastian Seebauer & Philipp Babcicky, 2020. "The Sources of Belief in Personal Capability: Antecedents of Self‐Efficacy in Private Adaptation to Flood Risk," Risk Analysis, John Wiley & Sons, vol. 40(10), pages 1967-1982, October.
    17. Alex Greer & Hao-Che Wu & Haley Murphy, 2018. "A serendipitous, quasi-natural experiment: earthquake risk perceptions and hazard adjustments among college students," 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. 93(2), pages 987-1011, September.
    18. Nicholas W. Talisman & Cynthia A. Rohrbeck & Philip J. Moore & Jennifer E. Marceron & Katherine M. Burns, 2024. "Measuring personal emergency preparedness: validation and application of the emergency preparedness checklist," 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. 120(9), pages 8505-8520, July.
    19. Zhuolin Yong & Linmei Zhuang & Yi Liu & Xin Deng & Dingde Xu, 2020. "Differences in the Disaster-Preparedness Behaviors of the General Public and Professionals: Evidence from Sichuan Province, China," IJERPH, MDPI, vol. 17(14), pages 1-12, July.
    20. Yoshinori Nakagawa, 2016. "Effect of critical thinking disposition on household earthquake preparedness," 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(2), pages 807-828, March.

    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:jlands:v:12:y:2023:i:8:p:1514-:d:1206278. 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.