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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：1/0  |  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：1/0  |  提交时间：2024/04/07
ENSO  spring predictability barrier  sea surface salinity  optimal initial structure  
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:  Zhang, Hui;  Wang, Qiang;  Mu, Mu;  Zhang, Kun;  Geng, Yu
Adobe PDF(13027Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Wind  Forecast verification/skill  Numerical weather prediction/forecasting  Mesoscale models  
Developing a Data-Driven Transfer Learning Model to Locate Tropical Cyclone Centers on Satellite Infrared Imagery 期刊论文
JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY, 2023, 卷号: 40, 期号: 12, 页码: 1417-1430
作者:  Wang, Chong;  Li, Xiaofeng
Adobe PDF(40204Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 24, 页码: 19
作者:  Xiang, Liang;  Xu, Yongsheng;  Sun, Hanwei;  Zhang, Qingjun;  Zhang, Liqiang;  Zhang, Lin;  Zhang, Xiangguang;  Huang, Chao;  Zhao, Dandan
Adobe PDF(4576Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
subsurface velocity  light gradient boosting machine (LightGBM)  The Southern Ocean  satellite observations  long-term variability  
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：0/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
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：0/0  |  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：1/0  |  提交时间：2024/04/07
A Symphony oil spill  Pollution probability  Stochastic simulation  Uncertainty analysis  
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：1/0  |  提交时间：2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
A novel model for the fifth-order mKP equation describing (2+1)-dimensional shallow ocean solitary waves and their properties 期刊论文
PHYSICA SCRIPTA, 2023, 卷号: 98, 期号: 12, 页码: 20
作者:  Zhao, Kailun;  Gao, Guandong;  Yang, Dezhou;  Xu, Lingjing;  Feng, Xingru;  Yin, Baoshu;  Han, Xiaofeng
Adobe PDF(2485Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
solitary waves  multiscale analysis and perturbation expansion  fifth-order modified KP equation  G'/G expansion method  conservation laws