author_facet Liu, Zhao
Lyu, Jiawei
Jia, Zhifeng
Wang, Lixia
Xu, Bin
Liu, Zhao
Lyu, Jiawei
Jia, Zhifeng
Wang, Lixia
Xu, Bin
author Liu, Zhao
Lyu, Jiawei
Jia, Zhifeng
Wang, Lixia
Xu, Bin
spellingShingle Liu, Zhao
Lyu, Jiawei
Jia, Zhifeng
Wang, Lixia
Xu, Bin
Water
Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
Water Science and Technology
Aquatic Science
Geography, Planning and Development
Biochemistry
author_sort liu, zhao
spelling Liu, Zhao Lyu, Jiawei Jia, Zhifeng Wang, Lixia Xu, Bin 2073-4441 MDPI AG Water Science and Technology Aquatic Science Geography, Planning and Development Biochemistry http://dx.doi.org/10.3390/w11061134 <jats:p>With the improvement of short-term flood forecasting and short-term rainfall forecast accuracy, as well as the advance of hydrological and meteorological information collection and collation methods, the reservoir flood regulation method taking rainfall or inflow forecast into consideration is gaining more and more attention. As the index of Forecast-Based Operation (FBO), the forecasted factor plays an important part in determining success or failure of FBO due to its uncertainty and accuracy. In this study, possible risk sources were analyzed considering the process and the characteristics of reservoir flood regulation firstly, and the uncertainty of the forecast information and the FBO risks were discussed based on hypothesis testing. Then, combined with the case study of applying FBO on Ankang Reservoir, in which the forecasted net rainfall was selected as the index of the FBO rules, the probability distribution of the forecasted net rainfall errors was derived as the basis of risk analysis. Finally, FBO risk analysis was conducted based on Monte Carlo method for several real flood processes, while a simulation was also carried out with the Conventional Operation (CO) for contrast. The results indicate that the maximum risk was reduced more than half when FBO was adopted. Consequently, the possible remedial measures were put forward in the case of invalid forecast happened based on simulation and the analysis of the principle of flood regulation. The conclusions and methods in this research provide ideas for real-time flood regulation and risk management of reservoirs.</jats:p> Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control Water
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title Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_unstemmed Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_full Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_fullStr Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_full_unstemmed Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_short Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_sort risks analysis and response of forecast-based operation for ankang reservoir flood control
topic Water Science and Technology
Aquatic Science
Geography, Planning and Development
Biochemistry
url http://dx.doi.org/10.3390/w11061134
publishDate 2019
physical 1134
description <jats:p>With the improvement of short-term flood forecasting and short-term rainfall forecast accuracy, as well as the advance of hydrological and meteorological information collection and collation methods, the reservoir flood regulation method taking rainfall or inflow forecast into consideration is gaining more and more attention. As the index of Forecast-Based Operation (FBO), the forecasted factor plays an important part in determining success or failure of FBO due to its uncertainty and accuracy. In this study, possible risk sources were analyzed considering the process and the characteristics of reservoir flood regulation firstly, and the uncertainty of the forecast information and the FBO risks were discussed based on hypothesis testing. Then, combined with the case study of applying FBO on Ankang Reservoir, in which the forecasted net rainfall was selected as the index of the FBO rules, the probability distribution of the forecasted net rainfall errors was derived as the basis of risk analysis. Finally, FBO risk analysis was conducted based on Monte Carlo method for several real flood processes, while a simulation was also carried out with the Conventional Operation (CO) for contrast. The results indicate that the maximum risk was reduced more than half when FBO was adopted. Consequently, the possible remedial measures were put forward in the case of invalid forecast happened based on simulation and the analysis of the principle of flood regulation. The conclusions and methods in this research provide ideas for real-time flood regulation and risk management of reservoirs.</jats:p>
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author Liu, Zhao, Lyu, Jiawei, Jia, Zhifeng, Wang, Lixia, Xu, Bin
author_facet Liu, Zhao, Lyu, Jiawei, Jia, Zhifeng, Wang, Lixia, Xu, Bin, Liu, Zhao, Lyu, Jiawei, Jia, Zhifeng, Wang, Lixia, Xu, Bin
author_sort liu, zhao
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description <jats:p>With the improvement of short-term flood forecasting and short-term rainfall forecast accuracy, as well as the advance of hydrological and meteorological information collection and collation methods, the reservoir flood regulation method taking rainfall or inflow forecast into consideration is gaining more and more attention. As the index of Forecast-Based Operation (FBO), the forecasted factor plays an important part in determining success or failure of FBO due to its uncertainty and accuracy. In this study, possible risk sources were analyzed considering the process and the characteristics of reservoir flood regulation firstly, and the uncertainty of the forecast information and the FBO risks were discussed based on hypothesis testing. Then, combined with the case study of applying FBO on Ankang Reservoir, in which the forecasted net rainfall was selected as the index of the FBO rules, the probability distribution of the forecasted net rainfall errors was derived as the basis of risk analysis. Finally, FBO risk analysis was conducted based on Monte Carlo method for several real flood processes, while a simulation was also carried out with the Conventional Operation (CO) for contrast. The results indicate that the maximum risk was reduced more than half when FBO was adopted. Consequently, the possible remedial measures were put forward in the case of invalid forecast happened based on simulation and the analysis of the principle of flood regulation. The conclusions and methods in this research provide ideas for real-time flood regulation and risk management of reservoirs.</jats:p>
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spelling Liu, Zhao Lyu, Jiawei Jia, Zhifeng Wang, Lixia Xu, Bin 2073-4441 MDPI AG Water Science and Technology Aquatic Science Geography, Planning and Development Biochemistry http://dx.doi.org/10.3390/w11061134 <jats:p>With the improvement of short-term flood forecasting and short-term rainfall forecast accuracy, as well as the advance of hydrological and meteorological information collection and collation methods, the reservoir flood regulation method taking rainfall or inflow forecast into consideration is gaining more and more attention. As the index of Forecast-Based Operation (FBO), the forecasted factor plays an important part in determining success or failure of FBO due to its uncertainty and accuracy. In this study, possible risk sources were analyzed considering the process and the characteristics of reservoir flood regulation firstly, and the uncertainty of the forecast information and the FBO risks were discussed based on hypothesis testing. Then, combined with the case study of applying FBO on Ankang Reservoir, in which the forecasted net rainfall was selected as the index of the FBO rules, the probability distribution of the forecasted net rainfall errors was derived as the basis of risk analysis. Finally, FBO risk analysis was conducted based on Monte Carlo method for several real flood processes, while a simulation was also carried out with the Conventional Operation (CO) for contrast. The results indicate that the maximum risk was reduced more than half when FBO was adopted. Consequently, the possible remedial measures were put forward in the case of invalid forecast happened based on simulation and the analysis of the principle of flood regulation. The conclusions and methods in this research provide ideas for real-time flood regulation and risk management of reservoirs.</jats:p> Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control Water
spellingShingle Liu, Zhao, Lyu, Jiawei, Jia, Zhifeng, Wang, Lixia, Xu, Bin, Water, Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control, Water Science and Technology, Aquatic Science, Geography, Planning and Development, Biochemistry
title Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_full Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_fullStr Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_full_unstemmed Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_short Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
title_sort risks analysis and response of forecast-based operation for ankang reservoir flood control
title_unstemmed Risks Analysis and Response of Forecast-Based Operation for Ankang Reservoir Flood Control
topic Water Science and Technology, Aquatic Science, Geography, Planning and Development, Biochemistry
url http://dx.doi.org/10.3390/w11061134