IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v35y2021i7d10.1007_s11269-021-02795-6.html
   My bibliography  Save this article

An Analytical Risk Analysis Method for Reservoir Flood Control Operation Considering Forecast Information

Author

Listed:
  • Yawei Ning

    (Dalian University of Technology)

  • Wei Ding

    (Dalian University of Technology)

  • Guohua Liang

    (Dalian University of Technology)

  • Bin He

    (Dalian University of Technology)

  • Huicheng Zhou

    (Dalian University of Technology)

Abstract

Risk analysis is vital for reservoir flood control operation considering forecast because forecast uncertainties may create risks of multiple hazard events, including the single-hazard events, the union and intersection of single-hazard events (UHE and IHE). The probability of UHE and IHE are the major concern of decision-makers. This research proposes an analytical flood risk probability calculation framework for single-hazard event, UHE and IHE caused by uncertainties in flood forecasting and takes Dahuofang Reservoir, located in the Hunhe River basin, Northeast China, as a case study. In the framework, the risk is calculated by the integral of the joint probability density function (Pdf) of the risk sources over the hazard domain, which is the collection of the values of risk sources that cause hazards. The determination method of the hazard domain and the Pdf of risk sources and the procedure of risk analysis are elaborated. Results of single-hazard events show that the proposed methodology is of higher precision compared with the risk analysis method based on the law of total probability. Meanwhile, the flood risks of UHE and IHE are calculated for the reservoir operation under different levels of flood limit water level. The study provides a new method of flood risk analysis for flood control reservoir operation.

Suggested Citation

  • Yawei Ning & Wei Ding & Guohua Liang & Bin He & Huicheng Zhou, 2021. "An Analytical Risk Analysis Method for Reservoir Flood Control Operation Considering Forecast Information," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(7), pages 2079-2099, May.
  • Handle: RePEc:spr:waterr:v:35:y:2021:i:7:d:10.1007_s11269-021-02795-6
    DOI: 10.1007/s11269-021-02795-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11269-021-02795-6
    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/s11269-021-02795-6?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. Stefan Greiving & Mark Fleischhauer & Johannes Luckenkotter, 2006. "A Methodology for an integrated risk assessment of spatially relevant hazards," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 49(1), pages 1-19.
    2. Junhong Zhang & Lu Chen & Vijay Singh & Hongwen Cao & Dangwei Wang, 2015. "Determination of the distribution of flood forecasting error," 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. 75(2), pages 1389-1402, January.
    3. Xiao Wang & Zhao Liu & Weibo Zhou & Zhifeng Jia & Qiying You, 2019. "A Forecast-Based Operation(FBO) Mode for Reservoir Flood Control Using Forecast Cumulative Net Rainfall," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(7), pages 2417-2437, May.
    4. Junhong Zhang & Lu Chen & Vijay Singh & Wenhong Cao & Dangwei Wang, 2015. "Erratum to: Determination of the distribution of flood forecasting error," 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. 75(2), pages 2065-2065, January.
    5. Bin Xu & Xin Huang & Ping-an Zhong & Yenan Wu, 2020. "Two-Phase Risk Hedging Rules for Informing Conservation of Flood Resources in Reservoir Operation Considering Inflow Forecast Uncertainty," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(9), pages 2731-2752, July.
    6. M. Monirul Qader Mirza, 2003. "Climate change and extreme weather events: can developing countries adapt?," Climate Policy, Taylor & Francis Journals, vol. 3(3), pages 233-248, September.
    7. Warner Marzocchi & Alexander Garcia-Aristizabal & Paolo Gasparini & Maria Mastellone & Angela Di Ruocco, 2012. "Basic principles of multi-risk assessment: a case study in Italy," 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. 62(2), pages 551-573, June.
    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. Shirisha Pulukuri & Venkata Reddy Keesara & Pratap Deva, 2018. "Flow Forecasting in a Watershed using Autoregressive Updating Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(8), pages 2701-2716, June.
    2. Valentina Gallina & Silvia Torresan & Alex Zabeo & Andrea Critto & Thomas Glade & Antonio Marcomini, 2020. "A Multi-Risk Methodology for the Assessment of Climate Change Impacts in Coastal Zones," Sustainability, MDPI, vol. 12(9), pages 1-28, May.
    3. Melanie Kappes & Margreth Keiler & Kirsten Elverfeldt & Thomas Glade, 2012. "Challenges of analyzing multi-hazard risk: 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. 64(2), pages 1925-1958, November.
    4. P. Shirisha & K. Venkata Reddy & Deva Pratap, 2019. "Real-Time Flow Forecasting in a Watershed Using Rainfall Forecasting Model and Updating Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(14), pages 4799-4820, November.
    5. He, Zhongzheng & Zhou, Jianzhong & Xie, Mengfei & Jia, Benjun & Bao, Zhengfeng & Qin, Hui & Zhang, Hairong, 2019. "Study on guaranteed output constraints in the long term joint optimal scheduling for the hydropower station group," Energy, Elsevier, vol. 185(C), pages 1210-1224.
    6. Tian Peng & Jianzhong Zhou & Chu Zhang & Na Sun, 2018. "Modeling and Combined Application of Orthogonal Chaotic NSGA-II and Improved TOPSIS to Optimize a Conceptual Hydrological Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(11), pages 3781-3799, September.
    7. Alessandro Moro, 2021. "Can capital controls promote green investments in developing countries?," Temi di discussione (Economic working papers) 1348, Bank of Italy, Economic Research and International Relations Area.
    8. Zvirgzdiņš Jānis & Plotka Kaspars & Geipele Sanda, 2018. "Eco-Economics in Cities and Rural Areas," Baltic Journal of Real Estate Economics and Construction Management, Sciendo, vol. 6(1), pages 88-99, July.
    9. Jiazheng Lu & Jun Guo & Li Yang & Xunjian Xu, 2017. "Research of reservoir watershed fine zoning and flood forecasting method," 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(3), pages 1291-1306, December.
    10. Dilshad Ahmad & Muhammad Afzal, 2021. "Impact of climate change on pastoralists’ resilience and sustainable mitigation in Punjab, Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 11406-11426, August.
    11. Wang, Derek D. & Sueyoshi, Toshiyuki, 2018. "Climate change mitigation targets set by global firms: Overview and implications for renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 386-398.
    12. Angshuman M. Saharia & Arup Kumar Sarma, 2018. "Future climate change impact evaluation on hydrologic processes in the Bharalu and Basistha basins using SWAT model," 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. 92(3), pages 1463-1488, July.
    13. Moses Fayiah & ShiKui Dong & Sphiwe Wezzie Khomera & Syed Aziz Ur Rehman & Mingyue Yang & Jiannan Xiao, 2020. "Status and Challenges of Qinghai–Tibet Plateau’s Grasslands: An Analysis of Causes, Mitigation Measures, and Way Forward," Sustainability, MDPI, vol. 12(3), pages 1-21, February.
    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. Mohamed Boly, 2018. "CO 2 mitigation in developing countries: the role of foreign aid," Working Papers halshs-01740881, HAL.
    16. Kurdi, Heba & Almulifi, Asma & Al-Megren, Shiroq & Youcef-Toumi, Kamal, 2021. "A balanced evacuation algorithm for facilities with multiple exits," European Journal of Operational Research, Elsevier, vol. 289(1), pages 285-296.
    17. Evangelos Mitsakis & Iraklis Stamos & Anestis Papanikolaou & Georgia Aifadopoulou & Haris Kontoes, 2014. "Assessment of extreme weather events on transport networks: case study of the 2007 wildfires in Peloponnesus," 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. 72(1), pages 87-107, May.
    18. Qiao, Wanguan, 2021. "Analysis and measurement of multifactor risk in underground coal mine accidents based on coupling theory," Reliability Engineering and System Safety, Elsevier, vol. 208(C).
    19. Kimleng Sa, 2017. "Urban Climate Vulnerability in Cambodia: A Case Study in Koh Kong Province," Economies, MDPI, vol. 5(4), pages 1-19, November.
    20. Christopher T. Emrich & Yao Zhou & Sanam K. Aksha & Herbert E. Longenecker, 2022. "Creating a Nationwide Composite Hazard Index Using Empirically Based Threat Assessment Approaches Applied to Open Geospatial Data," Sustainability, MDPI, vol. 14(5), pages 1-25, February.

    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:waterr:v:35:y:2021:i:7:d:10.1007_s11269-021-02795-6. 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.