数字海洋与水下攻防2024，Vol.7Issue(5)：536-545,10.DOI:10.19838/j.issn.2096-5753.2024.05.010
海洋智能预报发展应用及装备展望
Equipment Development and Application Prospects of Ocean Intelligent Forecasting
罗潇 1周河宇 2赵旻晟 3潘州 3梁祺 3张文峰4
作者信息
- 1. 海军装备部驻广州地区军事代表局,广东 广州 510210
- 2. 中国船舶集团有限公司第七一〇研究所,湖北 宜昌 443003||清江创新中心,湖北 武汉 430076
- 3. 天津航海仪器研究所,天津 300131
- 4. 广船国际有限公司,广东 广州 510382
- 折叠
摘要
Abstract
The development of global ocean forecasting models is closely related to the application of big data and meteorological forecasting models.In this article,the application and characteristics of artificial intelligence technology based on deep learning in meteorological and ocean forecasting is briefly described.The article focuses on the research status of various scientific research institutions in China in the field of global ocean forecasting big models.The results indicate that current research in data-driven modeling,ocean big data analysis,and intelligent forecasting of ocean elements has reached a world leading level,with forecasting cycles and key prediction accuracy exceeding advanced forecasting systems in the world.Finally,based on the strategy of building a strong maritime nation,the challenges in the development of ocean intelligent forecasting in the field of equipment application are analyzed and discussed,and the research directions for data processing and equipment application in the context of maritime security are put forward.关键词
海洋预报/智能预报/大模型/人工智能Key words
ocean forecasting/intelligent forecasting/big model/artificial intelligence分类
信息技术与安全科学引用本文复制引用
罗潇,周河宇,赵旻晟,潘州,梁祺,张文峰..海洋智能预报发展应用及装备展望[J].数字海洋与水下攻防,2024,7(5):536-545,10.
