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DOI10.1029/2020JC017144
Analysis and Prediction of Significant Wave Height in the Beibu Gulf, South China Sea
Wang H.; Fu D.; Liu D.; Xiao X.; He X.; Liu B.
发表日期2021
ISSN21699275
卷号126期号:3
英文摘要A series of 40-year significant wave height (SWH) data were extracted from the ERA-Interim data set of the European Center for Medium-Range Weather Forecasts (ECMWF), for the Beibu Gulf and its adjacent waters in the South China Sea from 1979 to 2018. After that, data were first aggregated to annual and monthly average data. Through the analysis, the annual SWH had grown since 1984, reached a significant level in 1995, and reached a maximum 1.068 m in 2011. The monthly SWH values between April and September were lower than those of other months. Additionally, the corresponding analysis on wind speed data demonstrated that variation in wind speed was consistent with SWH from 1979 to 2018, but the overall trend of SWH increased while wind speed decreased. The decrease of wind speed could be attributed to the weakening of the East Asian monsoon, and the westward swell induced by the gales that occurred in the northeast of the South China Sea resulted in the increase of SWH in the study area. Finally, a multiple sine function decomposition neural network (MSFDNN) was employed to forecast monthly SWH over the next 10 years. The predicted results revealed that the MSFDNN was well-performing for forecasting monthly SWH. © 2021. The Authors.
语种英语
来源期刊Journal of Geophysical Research: Oceans
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/186411
作者单位School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, Guangdong, China; Guangdong Provincial Engineering and Technology Research Center of Marine Remote Sensing and Information Technology, Guangdong Ocean University, Zhanjiang, Guangdong, China; State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, Ministry of Natural Resources, Hangzhou, Zhejiang, China
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Wang H.,Fu D.,Liu D.,et al. Analysis and Prediction of Significant Wave Height in the Beibu Gulf, South China Sea[J],2021,126(3).
APA Wang H.,Fu D.,Liu D.,Xiao X.,He X.,&Liu B..(2021).Analysis and Prediction of Significant Wave Height in the Beibu Gulf, South China Sea.Journal of Geophysical Research: Oceans,126(3).
MLA Wang H.,et al."Analysis and Prediction of Significant Wave Height in the Beibu Gulf, South China Sea".Journal of Geophysical Research: Oceans 126.3(2021).
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