计算机应用与软件2025，Vol.42Issue(12)：11-20,28,11.DOI:10.3969/j.issn.1000-386x.2025.12.002
基于气象的地球系统数据平台设计
AN EARTH-SYSTEM DATA PLATFORM ORIENTED TO METEOROLOGICAL APPLICATIONS
摘要
Abstract
With the explosive growth of multi-layer,multi-scale,and multi-source heterogeneous data in the Earth system,existing meteorological big data cloud platforms face bottlenecks in data exchange,processing,storage,services,and artificial intelligence support capabilities,making it difficult to meet the needs of digital and intelligent transformation in meteorological services.To address these issues,this paper proposes an overall design scheme for a meteorological application-oriented Earth system data platform(CMAEDaaS).It elaborated on the key technical system of the platform,including Earth system data aggregation and processing,massive data storage,data sharing services,and cloud-native technology for modularizing business software components.It systematically introduced the overall architecture,functional modules,and business process design of CMAEDaaS.It verifies that the platform's performance in terms of data processing efficiency,service response speed,and business support capabilities meets the application requirements.The system achievements have been applied to the national meteorological data platform,achieving management and services for Earth system data resources through its application in meteorological services.关键词
地球系统/大数据平台/人工智能/气象信息化Key words
Earth-system/Big-data cloud platform/Artificial intelligence/Meteorological informatization分类
信息技术与安全科学引用本文复制引用
肖文名,杨明,杨和平,韩同欣,刘媛媛,肖卫青,韩鑫强,陈士旺,向筱铭,何林,王素平,何文春,霍庆,高峰,倪学磊,王琦,王舒,张来恩..基于气象的地球系统数据平台设计[J].计算机应用与软件,2025,42(12):11-20,28,11.基金项目
国家自然科学基金项目(423412021008705) （423412021008705）
中国气象局重点创新团队项目(CMA2024ZDO5) （CMA2024ZDO5）
中国气象局气象软件重点开放实验室项目. （）
