中国农业科技导报2025，Vol.27Issue(5)：203-221,19.DOI:10.13304/j.nykjdb.2024.0749
中西太平洋金枪鱼渔场环境特征及预报现状分析
Analysis of Environmental Characteristics and Forecast Status of Tuna Fisheries in Central and Western Pacific
摘要
Abstract
The environmental characteristics of tuna fishing grounds in the Central and Western Pacific were reviewed,including ocean currents,thermal structure,dissolved oxygen distribution and interannual variations.The development process from empirical forecasting to intelligent forecasting technologies were systematically introduced based on big data and artificial intelligence.The applications and shortcomings of statistical methods,numerical model methods,remote sensing and geographic information system methods were focused for discussing,as well as artificial intelligence and machine learning methods in fishing grounds.And the development trend of integrated forecasting and multidisciplinary fusion in integrating multi-source data and remote sensing technology were looked forwar.It proposed that the future development direction of the Central and Western Pacific tuna fishery should be intelligent forecasting models,deepening interdisciplinary research and innovative sustainable management strategies,which provided reference for the sustainable utilization and scientific management of tuna fishery resources in the Central and Western Pacific.关键词
环境特征/预报技术/深度学习/机器学习/可持续发展Key words
environmental characteristics/forecasting technology/deep learning/machine learning/sustainable development分类
水产学引用本文复制引用
李广瑶,杨胜龙,程田飞,崔雪森,周为峰,张胜茂..中西太平洋金枪鱼渔场环境特征及预报现状分析[J].中国农业科技导报,2025,27(5):203-221,19.基金项目
崂山实验室专项经费项目(LSKJ202201804) （LSKJ202201804）
国家自然科学基金项目(61936014). （61936014）
