Article(id=1223278133705572572, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223278131956551924, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2023.20222532, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1670083200000, receivedDateStr=2022-12-04, revisedDate=1675008000000, revisedDateStr=2023-01-30, acceptedDate=null, acceptedDateStr=null, onlineDate=1769581834483, onlineDateStr=2026-01-28, pubDate=1698163200000, pubDateStr=2023-10-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1769581834483, onlineIssueDateStr=2026-01-28, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1769581834483, creator=13701087609, updateTime=1769581834483, updator=13701087609, issue=Issue{id=1223278131956551924, tenantId=1146029695717560320, journalId=1205116964453384197, year='2023', volume='41', issue='10', pageStart='1', pageEnd='228', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1769581834067, creator=13701087609, updateTime=1769584342407, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1223288652869030422, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223278131956551924, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1223288652869030423, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223278131956551924, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=6, endPage=9, ext={EN=ArticleExt(id=1223278134003368161, articleId=1223278133705572572, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Research and Application of Drought Control and Digital Twin in Feiyun River Basin, columnId=1222925279849341011, journalTitle=Water Resources and Power, columnName=HYDROLOGY, WATER RESOURCES AND ENVIRONMENT, runingTitle=null, highlight=null, articleAbstract=

In view of the relatively serious drought in the Feiyun River basin in recent years, the inability to effectively utilize the regulating capacity of the counter-regulating reservoir, and the inability to effectively guarantee the timeliness and scientificity of the operation, which affect the water supply safety of nearly 6 million people in Wenzhou, the anti-drought operation model and data center of the Feiyun River basin are established. The real-time data of rainfall, water level, water supply flow and ecological flow of multiple reservoirs in the basin are quoted. The meteorological data including 1 h, 3 h, 6 h short-term and imminent grid forecast data, and 1 d, 3 d, 7 d, 15 d, 30 d, 90 d and other long-term rainfall forecast data are introduced. Combined with water and soil moisture in the basin, reservoir and basin evaporation, support vector regression (SVR) calculation method is used to develop a distributed digital twinning business system based on SPARK components, which realizes early warning of available water supply, drought-resistant water level early warning, drought-resistant days early warning and ecological flow early warning, increases the use of the anti-regulation storage capacity of 2.8 million cubic meters and the reserve storage capacity of 2.93 million cubic meters. Thus, it provides data basis and technical support for the drought-resistant decision-making, scientific scheduling and "four pre-" realization in the Feiyun River basin.

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针对近几年飞云江流域出现较严重旱情，反调节水库调节库容无法有效利用，调度时效性和科学性无法有效保障等影响温州地区近600万人供水安全的问题，建立了飞云江流域抗旱调度模型及数据中心，引用流域多个水库的实时降雨数据、水位数据、供水流量数据及生态流量数据，引入了气象数据，包括1、3、6 h短临网格预报数据及1、3、7、15、30、90 d等降雨中长期预报数据，结合流域水土墒情、水库及流域蒸发情况等，采用支持向量回归计算方法（SVR），开发了基于SPARK组件分布式的数字孪生业务系统，实现了可供水量预警、抗旱水位预警、抗旱天数预警和生态流量预警，增加利用反调节库容2.80×10⁶m³，备用库容2.93×10⁶m³，为飞云江流域的抗旱决策、科学调度和“四预”实现提供了数据基础和技术支撑。

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周小丽（1973-），女，硕士、副教授，研究方向为计算机应用技术，E-mail：372864883@qq.com

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周小丽（1973-），女，硕士、副教授，研究方向为计算机应用技术，E-mail：372864883@qq.com

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