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Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(22601Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:  Dong, Lin;  Qi, Jifeng;  Yin, Baoshu;  Zhi, Hai;  Li, Delei;  Yang, Shuguo;  Wang, Wenwu;  Cai, Hong;  Xie, Bowen
收藏  |  浏览/下载：133/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
Impacts of El Nino on the South China Sea surface salinity as seen from satellites 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 5, 页码: 9
作者:  Qi, Jifeng;  Du, Yan;  Chi, Jianwei;  Yi, Daling Li;  Li, Delei;  Yin, Baoshu
Adobe PDF(13120Kb)  |  收藏  |  浏览/下载：146/0  |  提交时间：2022/07/18
El Nino  South China Sea  sea surface salinity  interannual variability  
New Insight Into the Onshore Intrusion of the Kuroshio Into the East China Sea 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2021, 卷号: 126, 期号: 2, 页码: 19
作者:  Cui, Xuan;  Yang, Dezhou;  Sun, Chaojiao;  Feng, Xingru;  Gao, Guandong;  Xu, Lingjing;  Yin, Baoshu
Adobe PDF(3925Kb)  |  收藏  |  浏览/下载：262/0  |  提交时间：2021/04/21
East China Sea  Kuroshio Branch Current  Kuroshio intrusion  reduced‐  gravity model  
A Machine-Learning Model for Forecasting Internal Wave Propagation in the Andaman Sea 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3095-3106
作者:  Zhang, Xudong;  Li, Xiaofeng;  Zheng, Quanan
Adobe PDF(6735Kb)  |  收藏  |  浏览/下载：277/0  |  提交时间：2021/05/11
Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning  
Numerical study on interaction between eddies and the Kuroshio Current east of Taiwan, China 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 页码: 15
作者:  Shi, Yunlong;  Yang, Dezhou;  He, Yijun
Adobe PDF(4061Kb)  |  收藏  |  浏览/下载：228/0  |  提交时间：2020/09/25
mesoscale eddies  Kuroshio  eddy-Kuroshio interaction  east of Taiwan  China