计算机工程与应用2019，Vol.55Issue(7)：87-94,193,9.DOI:10.3778/j.issn.1002-8331.1712-0287
面向海洋预报任务的大数据可视化系统研究
Research on Big Data Visualization System for Marine Forecast Missions
摘要
Abstract
In the process of marine forecasting business, there are many core issues such as multi-source, heterogeneous, massively and strongly correlated marine data storage inefficient, large-scale high-dimensional vector field data visualization slow, multi-forecasting task collaborative interaction heavy and abnormal. These problems have brought great challenges to the comprehensive and multi-angle applications of ocean forecast data. This paper designs and develops a marine forecast monitoring data storage scheme based on the correlation of marine events, a rapid oceanographic forecast data visualization method based on SDR, and a multi-source oceanic forecast data collaborative interaction scheme based on P2P communication. A big data visualization system for ocean forecasting task is established, which provides a fast, dynamic and interactive display effect for multi-source ocean forecast data.关键词
海洋预报数据/超高维/强关联/数据存储/数据可视化/协同交互Key words
marine forecast data/high-dimension/strong correlation/data storage/data visualization/collaborative interaction分类
信息技术与安全科学引用本文复制引用
黄冬梅,徐宸弋轩,郑霞,赵丹枫,何盛琪..面向海洋预报任务的大数据可视化系统研究[J].计算机工程与应用,2019,55(7):87-94,193,9.基金项目
国家自然科学基金(No.61402005) （No.61402005）
安徽省自然科学基金(No.1308085QF114) （No.1308085QF114）
安徽省高等学校省级自然科学基金(No.KJ2013A015,No.KJ2011Z020) （No.KJ2013A015,No.KJ2011Z020）
安徽大学科研训练项目(No.KYXL2016048) （No.KYXL2016048）
计算智能与信号处理教育部重点实验室课题项目. （）
