A simple predictive model for the eddy propagation trajectory in the northern South China Sea

被引:29
作者
Li, Jiaxun [1 ,2 ]
Wang, Guihua [1 ]
Xue, Huijie [3 ,4 ]
Wang, Huizan [5 ]
机构
[1] Fudan Univ, Inst Atmospher Sci, Dept Atmospher & Ocean Sci, Shanghai, Peoples R China
[2] Naval Inst Hydrog Surveying & Charting, Tianjin, Peoples R China
[3] Chinese Acad Sci, South China Sea Inst Oceanol, State Key Lab Trop Oceanog, Guangzhou, Guangdong, Peoples R China
[4] Univ Maine, Sch Marine Sci, Orono, ME USA
[5] Natl Univ Def Technol, Inst Meteorol & Oceanog, Nanjing, Jiangsu, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
BAROCLINIC ROSSBY RADIUS; DYNAMICAL FORECAST; NEURAL-NETWORK; OCEAN EDDIES; VARIABILITY; PATHWAYS; PREDICTABILITY; EVOLUTION;
D O I
10.5194/os-15-401-2019
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
A novel predictive model was built for eddy propagation trajectory using the multiple linear regression method. This simple model relates various oceanic parameters to eddy propagation position changes in the northern South China Sea (NSCS). These oceanic parameters mainly represent the effects of beta and mean flow advection on the eddy propagation. The performance of the proposed model has been examined in the NSCS based on five years of satellite altimeter data and demonstrates its significant forecasting skills over a 4-week forecast window compared to the traditional persistence method. It was also found that the model forecasting accuracy is sensitive to eddy polarity and the forecast season.
引用
收藏
页码:401 / 412
页数:12
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