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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:36/0  |  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  
DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:  Wang, Haoyu;  Li, Xiaofeng
Adobe PDF(4818Kb)  |  收藏  |  浏览/下载:7/0  |  提交时间:2024/04/07
Sea Surface Salinity Strongly Weakens ENSO Spring Predictability Barrier 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 23, 页码: 11
作者:  Pang, Yiqun;  Jin, Yishuai;  Zhao, Yingying;  Chen, Xianyao;  Li, Xueqi;  Liu, Ting;  Hu, Junya
Adobe PDF(7167Kb)  |  收藏  |  浏览/下载:33/0  |  提交时间:2024/04/07
ENSO  spring predictability barrier  sea surface salinity  optimal initial structure  
Diversity of strong negative Indian Ocean dipole events since 1980: characteristics and causes 期刊论文
CLIMATE DYNAMICS, 2023, 页码: 24
作者:  Huang, Ke;  Huang, Bohua;  Wang, Dongxiao;  Zhao, Xia;  Zhang, Lianyi;  Liang, Zhanlin;  Wu, Ying;  Yang, Lei;  Wang, Weiqiang
Adobe PDF(9666Kb)  |  收藏  |  浏览/下载:32/0  |  提交时间:2024/04/07
Indian Ocean dipole  Air-sea interaction  Inter-annual variability  Bjerknes feedback  La Nina  
Counteracting effects on ENSO induced by ocean chlorophyll interannual variability and tropical instability wave-scale perturbations in the tropical Pacific 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 18
作者:  Zhang, Rong-Hua;  Tian, Feng;  Shi, Qidong;  Wang, Xiujun;  Wu, Tongwen
Adobe PDF(5337Kb)  |  收藏  |  浏览/下载:34/0  |  提交时间:2024/04/07
Ocean chlorophyll  Bio-climate feedbacks  Interannual variability  Tropical instability waves  Counteracting effects  A hybrid coupled model  
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:27/0  |  提交时间:2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:  Zhao, Yizhi;  Qi, Jifeng;  Zhu, Shanliang;  Jia, Wentao;  Gong, Xiang;  Yin, Wenming;  Yin, Baoshu
Adobe PDF(7659Kb)  |  收藏  |  浏览/下载:25/0  |  提交时间:2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
Observed interannual variability of the Kuroshio and Luzon Undercurrent associated with tropical and subtropical wind forcing 期刊论文
PROGRESS IN OCEANOGRAPHY, 2023, 卷号: 219, 页码: 14
作者:  Ma, Jie;  Zhang, Zhanqing;  Hu, Shijian;  Villanoy, Cesar;  Guo, Xinying;  Wang, Fan;  Hu, Dunxin
Adobe PDF(14732Kb)  |  收藏  |  浏览/下载:29/0  |  提交时间:2024/04/07
Western North Pacific  Western boundary currents  Interannual variability  Wind forcing  Observations  
Improving storm surge simulations by considering wave-steepness-dependent drag coefficient in the northern East China Sea 期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 13
作者:  Li, Zhao;  Li, Shuiqing;  Hu, Po;  Feng, Xingru;  Mo, Dongxue;  Li, Jian
Adobe PDF(18119Kb)  |  收藏  |  浏览/下载:37/0  |  提交时间:2024/04/07
Storm surge  Wave drag  Wave setup  Wave steepness  Topography  
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation 期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 14
作者:  Cao, Ruichen;  Rong, Zengrui;  Chen, Haibo;  Liu, Yi;  Mu, Lin;  Lv, Xianqing
Adobe PDF(10180Kb)  |  收藏  |  浏览/下载:38/0  |  提交时间:2024/04/07
A Symphony oil spill  Pollution probability  Stochastic simulation  Uncertainty analysis