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Tropical cyclone intensity forecasting using model knowledge guided deep learning model 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2, 页码: 10
作者:  Wang, Chong;  Li, Xiaofeng;  Zheng, Gang
收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
tropical cyclone intensity forecast  deep learning  model knowledge  
Indian Ocean Basin Warming in 2020 Forced by Thermocline Anomalies of the 2019 Indian Ocean Dipole 期刊论文
JOURNAL OF CLIMATE, 2024, 卷号: 37, 期号: 1, 页码: 145-163
作者:  Wang, Jing;  Zhang, Shouwen;  Jiang, Hua;  Yuan, Dongliang
收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
Indian Ocean  Oceanic waves  ENSO  Seasonal forecasting  Data assimilation  Tropical variability  
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：1/0  |  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：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  
Propagation Features of Diurnal Internal Tides West of the Luzon Strait Revealed by a Large PIES Array 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2823-2846
作者:  Wang, Min;  Zhu, Xiao-Hua;  Zheng, Hua;  Chen, Juntian;  Zhao, Ruixiang;  Liu, Zhao-Jun;  Ren, Qiang;  Liu, Yansong;  Nan, Feng;  Yu, Fei;  Wang, Jianfeng;  Li, Qiang
Adobe PDF(16825Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Ocean  Internal waves  In situ oceanic observations  Seasonal variability  
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  
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：1/0  |  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