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Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
收藏  |  浏览/下载：94/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data 期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Xie, Bowen;  Qi, Jifeng;  Yang, Shuguo;  Sun, Guimin;  Feng, Zhongkun;  Yin, Baoshu;  Wang, Wenwu;  Salata, Ferdinando
收藏  |  浏览/下载：104/0  |  提交时间：2024/04/07
sea surface temperature  deep learning  3D U-Net model  marine heat waves  South China Sea  multi-source data  
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach 期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  收藏  |  浏览/下载：98/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Estimating thermohaline structures in the tropical Indian Ocean from surface parameters using an improved CNN model 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 16
作者:  Qi, Jifeng;  Xie, Bowen;  Li, Delei;  Chi, Jianwei;  Yin, Baoshu;  Sun, Guimin
收藏  |  浏览/下载：93/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Seasonal variation of atmospheric coupling with oceanic mesoscale eddies in the North Pacific Subtropical Countercurrent 期刊论文
ACTA OCEANOLOGICA SINICA, 2022, 卷号: 41, 期号: 10, 页码: 109-118
作者:  Sun, Bowen;  Li, Baofu;  Yan, Jingyu;  Zhou, Yuqi;  Zhou, Shuo
Adobe PDF(3292Kb)  |  收藏  |  浏览/下载：228/0  |  提交时间：2023/01/04
atmospheric response on mesoscale eddy  seasonal variation  subtropical countercurrent  sea surface temperature-wind coupling  
Eddy induced SST variation and heat transport in the western North Pacific Ocean 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 1, 页码: 1-15
作者:  Sun, Bowen;  Liu, Chuanyu;  Wang, Fan
Adobe PDF(10774Kb)  |  收藏  |  浏览/下载：242/0  |  提交时间：2020/09/21
mesoscale eddy  sea surface temperature (SST) anomaly  trap effect  stirring effect  heat transport  
中尺度涡旋三维结构与经向热输送研究 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2019
作者:  孙博雯
Microsoft Word(13629Kb)  |  收藏  |  浏览/下载：780/1  |  提交时间：2019/07/08
中尺度涡旋  合成分析  海表面异常结构  三维空间结构  经向热输送  
Global meridional eddy heat transport inferred from Argo and altimetry observations 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 10
作者:  Sun, Bowen;  Liu, Chuanyu;  Wang, Fan
Adobe PDF(3463Kb)  |  收藏  |  浏览/下载：514/0  |  提交时间：2019/08/28
Spatiotemporal Features of Intraseasonal Oceanic Variability in the Philippine Sea From Mooring Observations and Numerical Simulations 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2018, 卷号: 123, 期号: 7, 页码: 4874-4887
作者:  Hu, Shijian;  Sprintall, Janet;  Guan, Cong;  Sun, Bowen;  Wang, Fan;  Yang, Guang;  Jia, Fan;  Wang, Jianing;  Hu, Dunxin;  Chai, Fei
Adobe PDF(11271Kb)  |  收藏  |  浏览/下载：359/0  |  提交时间：2019/08/23