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Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:  Zhou, Yuan;  Ren, Tian;  Chen, Keran;  Gao, Le;  Li, Xiaofeng
收藏  |  浏览/下载：5/0  |  提交时间：2024/06/04
Forecasting  Predictive models  Atmospheric waves  Spatiotemporal phenomena  Sea surface  Ocean waves  Data models  Sea-surface height anomaly (SSHA)  deep learning (DL)  spatiotemporal prediction  Rossby waves  
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：42/0  |  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
Characteristics of surface physical and biogeochemical parameters within mesoscale eddies in the Southern Ocean 期刊论文
BIOGEOSCIENCES, 2023, 卷号: 20, 期号: 23, 页码: 4857-4874
作者:  Liu, Qian;  Liu, Yingjie;  Li, Xiaofeng
Adobe PDF(15026Kb)  |  收藏  |  浏览/下载：46/0  |  提交时间：2024/04/07
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：31/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Impact of surface and subsurface-intensified eddies on sea surface temperature and chlorophyll a in the northern Indian Ocean utilizing deep learning 期刊论文
OCEAN SCIENCE, 2023, 卷号: 19, 期号: 6, 页码: 1579-1593
作者:  Liu, Yingjie;  Li, Xiaofeng
Adobe PDF(14453Kb)  |  收藏  |  浏览/下载：33/0  |  提交时间：2024/04/07
Enhanced Dissipation of Internal Tides in a Mesoscale Baroclinic Eddy 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 10, 页码: 2293-2316
作者:  Wang, Yang;  Legg, Sonya
Adobe PDF(81467Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2023/11/30
Ocean  Internal waves  Mixing  
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：38/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Interannual variability of sea surface chlorophyll a in the southern tropical Indian Ocean: Local versus remote forcing 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2022, 卷号: 190, 页码: 13
作者:  Ma, Xueying;  Chen, Gengxin;  Li, Yuanlong;  Zeng, Lili
Adobe PDF(17374Kb)  |  收藏  |  浏览/下载：164/0  |  提交时间：2023/01/04
Surface chlorophyll a  Interannual variability  Thermocline dynamics  Southern tropical indian ocean  Ekman pumping  Rossby waves  
A Biological-Parameter-Optimized Modeling Study of Physical Drivers Controlling Seasonal Chlorophyll Blooms off the Southern Coast of Java Island 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2022, 卷号: 127, 期号: 11, 页码: 23
作者:  Gao, Guandong;  Yang, Dezhou;  Xu, Lingjing;  Zhang, Kun;  Feng, Xingru;  Yin, Baoshu
Adobe PDF(7181Kb)  |  收藏  |  浏览/下载：116/0  |  提交时间：2023/01/04