IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v117y2023i3d10.1007_s11069-023-05943-w.html
   My bibliography  Save this article

A drought risk management system for early drought alert and proactive actions in large semi-arid areas

Author

Listed:
  • Luiz Martins Araújo Júnior

    (University for the International Integration of Afro-Brazilian Lusophony)

  • Francisco de Assis Souza Filho

    (Federal University of Ceará)

  • Guilherme Alencar Barreto

    (Federal University of Ceará)

  • Daniel Antônio Camelo Cid

    (Federal University of Ceará)

  • João Dehon Araújo Pontes Filho

    (Cearense Foundation for Meteorology and Water Management)

Abstract

Water supply systems risk collapsing during droughts, which can affect millions of people. To mitigate these risks, we developed a proactive drought management system that integrates climate, hydrological variables, and mathematical modeling. The proposed Integrated Information and Early Warning System for Drought (IIEWSD) includes three main components: monitoring, prediction, and action, which trigger short- and long-term mitigating actions. By analyzing historical and forecasted time series on precipitation, flow, and water volume, the IIEWSD provides a notion of the tendency to drought worsening. The prediction component uses dynamic and statistical methods and artificial neural networks to monitor and predict the drought status of each water system, allowing the estimation of transition probabilities and the anticipation of actions. With predicted information, decision-makers can anticipate actions before the worsening of the drought state. A risk aversion planning matrix was proposed to help decision-makers trigger mitigation actions and responses, avoiding regret in anticipation of actions. This matrix restricts the use of forecasted information to intensify mitigation and response actions while using monitored information to reduce those actions. The IIEWSD was applied to the urban supply system of Fortaleza, Brazil, a 4.1 million metropolitan region whose main water resources are in the semi-arid region. The results revealed that the system effectively estimated the probabilities of future drought states. Our approach enhances proactive drought planning and management by integrating the assessment of current and future drought states.

Suggested Citation

  • Luiz Martins Araújo Júnior & Francisco de Assis Souza Filho & Guilherme Alencar Barreto & Daniel Antônio Camelo Cid & João Dehon Araújo Pontes Filho, 2023. "A drought risk management system for early drought alert and proactive actions in large semi-arid 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. 117(3), pages 2297-2324, July.
  • Handle: RePEc:spr:nathaz:v:117:y:2023:i:3:d:10.1007_s11069-023-05943-w
    DOI: 10.1007/s11069-023-05943-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-023-05943-w
    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/s11069-023-05943-w?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. Gabriela Reis & Francisco Assis Souza Filho & Donald Robert Nelson & Renan Vieira Rocha & Samiria Maria Oliveira Silva, 2020. "Development of a drought vulnerability index using MCDM and GIS: study case in São Paulo and Ceará, 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. 104(2), pages 1781-1799, November.
    2. B. Braga & J. Kelman, 2020. "Facing the challenge of extreme climate: the case of Metropolitan Sao Paulo," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 36(2-3), pages 278-291, March.
    3. Tsun-Hua Yang & Wen-Cheng Liu, 2020. "A General Overview of the Risk-Reduction Strategies for Floods and Droughts," Sustainability, MDPI, vol. 12(7), pages 1-20, March.
    4. David Grover & Claudio R. Lucinda, 2021. "An Evaluation of the Policy Response to Drought in the City of São Paulo, Brazil: An Election Cycle Interpretation of Effectiveness," Journal of Development Studies, Taylor & Francis Journals, vol. 57(3), pages 365-382, March.
    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. Hariklia D. Skilodimou & George D. Bathrellos, 2021. "Natural and Technological Hazards in Urban Areas: Assessment, Planning and Solutions," Sustainability, MDPI, vol. 13(15), pages 1-5, July.
    2. Leal Filho, Walter & Wall, Tony & Rui Mucova, Serafino Afonso & Nagy, Gustavo J. & Balogun, Abdul-Lateef & Luetz, Johannes M. & Ng, Artie W. & Kovaleva, Marina & Safiul Azam, Fardous Mohammad & Alves,, 2022. "Deploying artificial intelligence for climate change adaptation," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    3. Syafri Syafri & Batara Surya & Ridwan Ridwan & Syamsul Bahri & Emil Salim Rasyidi & Sudarman Sudarman, 2020. "Water Quality Pollution Control and Watershed Management Based on Community Participation in Maros City, South Sulawesi, Indonesia," Sustainability, MDPI, vol. 12(24), pages 1-39, December.
    4. Simona Mannucci & Federica Rosso & Alessandro D’Amico & Gabriele Bernardini & Michele Morganti, 2022. "Flood Resilience and Adaptation in the Built Environment: How Far along Are We?," Sustainability, MDPI, vol. 14(7), pages 1-22, March.
    5. Anna Musz-Pomorska & Marcin K. Widomski & Justyna Gołębiowska, 2020. "Financial Sustainability of Selected Rain Water Harvesting Systems for Single-Family House under Conditions of Eastern Poland," Sustainability, MDPI, vol. 12(12), pages 1-16, June.
    6. Syed Ahmad Hakim Bin Syed Muzamil & Noor Yasmin Zainun & Nadiatul Nazleen Ajman & Noralfishah Sulaiman & Shabir Hussain Khahro & Munzilah Md. Rohani & Saifullizan Mohd Bukari Mohd & Hilton Ahmad, 2022. "Proposed Framework for the Flood Disaster Management Cycle in Malaysia," Sustainability, MDPI, vol. 14(7), pages 1-21, March.
    7. Wen-Cheng Liu & Tien-Hsiang Hsieh & Hong-Ming Liu, 2021. "Flood Risk Assessment in Urban Areas of Southern Taiwan," Sustainability, MDPI, vol. 13(6), pages 1-22, March.
    8. Aurélien Callens & Denis Morichon & Benoit Liquet, 2023. "Bayesian networks to predict storm impact using data from both monitoring networks and statistical learning methods," 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 2031-2050, February.
    9. Sheikh Kamran Abid & Noralfishah Sulaiman & Shiau Wei Chan & Umber Nazir & Muhammad Abid & Heesup Han & Antonio Ariza-Montes & Alejandro Vega-Muñoz, 2021. "Toward an Integrated Disaster Management Approach: How Artificial Intelligence Can Boost Disaster Management," Sustainability, MDPI, vol. 13(22), pages 1-17, November.

    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:117:y:2023:i:3:d:10.1007_s11069-023-05943-w. 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.