海洋预报2026，Vol.43Issue(3)：105-114,10.DOI:10.11737/j.issn.1003-0239.2026.03.010
陆地和海洋站点网格数据融合与快速服务技术
Data fusion and rapid service technology for land and ocean stations and grids
摘要
Abstract
In order to solve the information technology problems existing in the process of data fusion and data service between land ocean stations and grids,taking Zhejiang Province as an example,data from more than 5 000 ground meteorological automatic stations,2 ocean buoy stations and intelligent grid products are studied.The characteristics of data services are analyzed,and the grid fusion algorithm is divided into 36 categories;Using the image container technology,the server automatically scales the capacity according to the load usage,and quickly reads the site and grid data;Based on multi-process and multi-thread mixed programming,block and K-Dimensional Tree(KD tree)query technology,the site data is quickly quality controlled and fused with grid products;Based on the asynchronous event response flow route of pipeline design style,the algorithm is freely arranged in series and parallel to form a new task;An algorithm admission evaluation model is designed to evaluate the processing capacity,stability,resource utilization and coupling of the algorithm.关键词
海洋浮标/数据融合/串并联/容器/评估Key words
ocean buoy/data fusion/series-parallel connection/container/evaluation分类
海洋科学引用本文复制引用
郭士鑫,张驰,蒋智浩,杨明,陈正旭..陆地和海洋站点网格数据融合与快速服务技术[J].海洋预报,2026,43(3):105-114,10.基金项目
浙江省气象科技计划项目(2023ZD20) （2023ZD20）
中国气象局气象软件重点开放实验室面上项目(KLMS-OG-202503). （KLMS-OG-202503）
