水利信息化Issue(3)：41-46,6.DOI:10.19364/j.1674-9405.2025.03.007
大型水利工程典型水工建筑物与施工阶段遥感智能监测
Remote sensing based intelligent monitoring of typical structures and construction phases in large hydraulic engineering projects
摘要
Abstract
Current supervision capabilities for large-scale hydraulic engineering projects is relatively insufficient,falling to meet the requirements for precise and efficient project management.There is an urgent need to advance and apply novel monitoring technologies that integrate satellite remote sensing with artificial intelligence.In response,this study primarily utilized data from domestic Gaofen series satellites(GF1,GF2,GF6,and GF7),fully considering the differences in construction processes and scenarios of various large-scale hydraulic engineering projects.By employing artificial intelligence algorithms,the study enabled intelligent remote sensing-based identification of typical hydraulic structures(such as dams,spillways,and sluice gates),as well as information extraction and change detection for typical construction phases(including site leveling,foundation excavation,concrete pouring,and earthwork filling),to dynamically monitor construction activities and significantly improved both the accuracy and the level of automation in monitoring hydraulic engineering projects.关键词
遥感监测/智能算法/大型水利工程/水工建筑物/施工阶段Key words
remote sensing monitoring/intelligent algorithms/large-scale hydraulic engineering projects/hydraulic structure/construction phase分类
水利科学引用本文复制引用
李林宜,杨云源,谢文君,李磊,陈亮,何厚军,付建德,孟令奎..大型水利工程典型水工建筑物与施工阶段遥感智能监测[J].水利信息化,2025,(3):41-46,6.基金项目
国家重点研发计划课题(2021YFB3900603) （2021YFB3900603）
