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Special issue on Chinese practice of dam construction, operation, and management AI Report·Issue 5丨Characteristics analysis and response strategies on heavy rainfall disasters triggered by typhoon residual circulation(Chinese Version,English Version)
Issue 15,2026
前沿

Risk analysis and prevention strategies for digital-intelligent water conservancy applications

JIANG Yunzhong;YE Yuntao;

As the application of digital-intelligent technologies in China's water conservancy sector gradually transitions from pilot exploration to a new stage of systematic development, these technologies are becoming deeply embedded in the critical junctures of daily management, operational decision-making, and engineering control. While this integration substantially enhances governance effciency, it also exposes system operations to emerging risks and vulnerabilities. To systematically identify the risks inherent in digital-intelligent water conservancy applications and ensure their safe, reliable, trustworthy, and controllable operation, this study, based on the architecture and operational principles of digital twin water conservancy, identifies six strong dependency characteristics of these applications—namely, on data, models, computing power, networks, knowledge, and centralized control. The study further reveals the composite challenges arising from these dependencies, including data risks, model risks, computing risks, knowledge risks, network risks, and centralized-control risks. In response, a multi-dimensional risk prevention and control framework is proposed from four interconnected dimensions—institutional development, technical safeguards, capacity building, and resilience enhancement. Key measures encompass the formulation of national strategies and comprehensive security frameworks, the improvement of laws, regulations, and standards, the establishment of collaborative oversight and third-party audit mechanisms, full life-cycle data governance, trusted AI and comprehensive model governance, the development of autonomous and resilient computing power and network infrastructure, organizational restructuring and process re-engineering, the cultivation of digital-intelligent talent, humanmachine collaboration and knowledge management, the design of federal hybrid resilient architectures, routine red team vs. blue team cyber defense exercises, and the development of extreme scenario emergency plans. This research provides technical support for preventing and mitigating systemic risks in digital-intelligent water conservancy applications.

Issue 15 ,2026 No.1041 ;
[Downloads: 49 ] [Citations: 0 ] [Reads: 433 ] PDF Cite this article
水旱灾害防御

Analysis and discussion on the safety situation and measures for improving flood control capacity of homogeneous earth dams

TAN Jiexiong;LU Jianhua;LI Xing;TIAN Jinzhang;National Dam Safety Research Center;

China ranks frst in the world in terms of the number of reservoir dams. Homogeneous earth dams constitute one of the important dam types in China, most of which were built between the 1950s and 1970s. Affected by factors such as low design standards at that time, limited construction conditions, and long-term operational aging, these dams currently suffer from low design flood standards, prominent flood discharge defciencies, and weak collapse resistance of downstream dam slopes. Dam failures of homogeneous earth dams accounted for 85% of the total number of dam failures nationwide from 1954 to 2021, with overtopping erosion being the primary cause. With the increasing frequency of extreme weather events, the flood control standards of homogeneous earth dams are struggling to adapt to current climatic conditions, and the flood control defciencies are becoming increasingly prominent. In 2026, incidents at the Liulan Reservoir and other projects in Guangxi exposed the widespread problem of insufficient flood control capacity among similar projects in China when coping with extreme rainfall-induced floods. Based on national dam failure statistics and an analysis of the current safety status of homogeneous earth dams, combined with the challenges facing their flood control safety, this paper proposed a set of systematic measures: raising the flood control design standards, enhancing the capacity for exceeding flood discharge, implementing anti-scour protection and retroftting of dam crests and slopes, optimizing and improving the slope drainage system, upgrading the automatic dam monitoring system, improving forecasting and early warning mechanisms, and refning the emergency response mechanism for overtopping incidents. These measures are intended to address the flood control defciencies of homogeneous earth dams, fundamentally enhance their flood control and disaster resistance capabilities, and provide technical references for the risk removal and reinforcement of such dams in China.

Issue 15 ,2026 No.1041 ;
[Downloads: 41 ] [Citations: 0 ] [Reads: 437 ] PDF Cite this article

Key technologies of coupling and integration of “three defense lines” for rainfall and water regime monitoring and forecasting with “four pre” for flood control

ZHANG Wei;LIN Youwen;YI Pan;LI Yanfeng;FAN Hui;ZHOU Mingqiang;

Accelerating the establishment of the “three defense lines” for rainfall and water regime monitoring and forecasting and the “forecast, early-warning, rehearsal and contingency planning”(“four pre”) system for flood control is important for advancing the development of digital twin water conservancy and enhancing the capacity for flood and drought disaster prevention. To solve problems including data barriers, insuffcient fusion of computational data, and poor connection between forecasting and operation scheduling in the practice of the “three defense lines” and “four pre”, this paper sorted out their chain relationship and proposed a key technical system for their coupling and integration. Based on the full-chain perception system of “precipitation in clouds, surface precipitation, and river runoff” composed of meteorological satellites, rain radars, rain gauge networks and hydrological station networks, this paper proposed collaborative networking and computational data correction methods for the “three defense lines”, and developed technologies including multi-source rainfall fusion, multi-temporal-spatial scale flood forecasting, progressive dynamic early warning, and a three-chain coupled operation mode. Focusing on flood forecasting demands for different forecast lead times, this paper established a driving mechanism integrating radar extrapolation, numerical weather forecasting and observed rainfall and water regime data. Small-scale fused rainfall data improves the short-term forecasting capacity of mountain floods and small & medium river floods, while medium and large-scale fused rainfall combined with hydrological monitoring can support the forecasting evolution of river floods. By taking the digital-twin Nangang River in Huangpu District, Guangzhou, Guangdong as a case, this paper carried out the construction and application of the “three defense lines” and “four pre” for flood control in watersheds. The results show that the proposed mode can improve flood forecasting and scheduling capacity for small & medium rivers, and provide reference for the construction of digital twin water conservancy systems.

Issue 15 ,2026 No.1041 ;
[Downloads: 73 ] [Citations: 0 ] [Reads: 435 ] PDF Cite this article
数字孪生水利

A multi-paradigm flood forecasting and operation system for the Haihe River basin under strong disturbances

HAN Ruiguang;CHEN Xu;YANG Bang;YANG Xuejun;MA Qiang;Haihe River Water Conservancy Commission of the Ministry of Water Resources;

The Haihe River basin occupies a strategically prominent position, underpinning multiple major national strategies. Characterized by distinctive natural conditions and subjected to intensive disturbances from multiple sources, and against the backdrop of global climate change, the basin has experienced frequent extreme flood disasters in recent years. Traditional flood forecasting and operation methods can no longer meet the requirements of precise flood prevention and control. This study focuses on three core challenges under strong disturbance conditions: insuffcient precision in precipitation forecasting, diffculty in unifying the accuracy and lead time of flood forecasting, and poor synergy between intelligence and effciency in forecasting and operation. Following the roadmap of “problem orientation—demand traction—technological breakthrough—application priority”, a multi paradigm flood forecasting and operation system is constructed. To address the issues of inconsistent spatial scales and discontinuous temporal scales in model-based precipitation forecasts, as well as the large uncertainty and insuffcient refnement in rainfall location forecasting, a seamless precipitation forecasting technology system tailored to the characteristics of the Haihe River basin was developed. This system breaks through the bottlenecks of low extrapolation accuracy and short effective duration in nowcasting, and overcomes the challenges of low spatiotemporal resolution in short term precipitation forecasting and large uncertainties in rainfall intensity and location forecasting for short and medium term periods. To tackle the problems of severe disturbances from diverse natural and social factors on flood runoff generation, concentration and routing, as well as the poor adaptability, low accuracy and short operation timeliness of conventional forecasting and operation models, This study proposes the matrix based “Haihe Model” for multi paradigm flood forecasting and operation under strong disturbances, which raises the flood forecasting accuracy at key nodes in the basin from 70% to over 85%. To overcome the diffculties in dynamic and intelligent regulation of water conservancy project groups and the insuffcient systematicness and timeliness of decision support, an intelligent flood control decision making platform for the Haihe River basin was developed. It enables rapid and intelligent decision making for the safe operation and optimal scheduling of flood control projects, addresses the challenges of “multiple parameters, large variables, and low effciency” in forecasting and operation models, and enhances flood control decision making effciency from the hour level to the minute level. The research results have demonstrated notable effectiveness in practical flood defense operations, including the consecutive summer autumn floods of the Zhangwei River in 2021, the “23·7” catastrophic flood in the Haihe River basin, and the “25·7” regional major flood in the Haihe River basin, providing critical technical support and theoretical references for basin wide flood disaster mitigation.

Issue 15 ,2026 No.1041 ;
[Downloads: 30 ] [Citations: 0 ] [Reads: 421 ] PDF Cite this article
水资源管理

China's virtual water strategy: value review, scientific positioning, and implementation recommendations

HE Fan;JIANG Shan;HE Guohua;QIN Changhai;SUN Runmeng;

Virtual water provides an important perspective for revealing the embedded water flows in goods and services, offering a new dimension for analyzing water resources allocation and regional water security. This study fnds that China's virtual water flow patterns have undergone a fundamental transformation. At the international level, China has shifted from a net exporter to a net importer of virtual water. Domestically, a pronounced “north-to-south virtual water transfer” pattern has emerged, with northern regions exporting an annual average of approximately 42.6 billion m3 of virtual water to the south through the transfer of waterintensive agricultural products. These changes indicate that virtual water has profoundly influenced China's water resources allocation, industrial layout, and water security pattern. Although the virtual water strategy can help alleviate local water stress, identify conflicts between industrial layout and water resource carrying capacity, and promote regional collaborative governance, its application is subject to multiple constraints, including food security, the stage of economic development, data accounting, and the multifunctional attributes of water resources. The analysis indicates that the virtual water strategy should not be viewed as a substitute for physical water management; rather, it should be scientifcally positioned as a supplementary governance tool for optimizing water resources allocation and identifying water-related risks. Currently, China's virtual water governance still faces challenges, including insuffcient systemic understanding, inadequate integration of its strategic value, ineffective identifcation of hidden risks, and underdeveloped cross-regional coordination mechanisms. It is recommended that, on the basis of prioritizing food security and water conservation, institutional development in areas such as virtual water accounting, planning and assessment, and supply chain risk early warning should be advanced, supported by industrial upgrading, thereby promoting the coordinated implementation of virtual water and physical water management.

Issue 15 ,2026 No.1041 ;
[Downloads: 26 ] [Citations: 0 ] [Reads: 447 ] PDF Cite this article
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Supervisor: Ministry of Water Resources of the People's Republic of China

Sponsor: China Water Resources News

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