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Multi-Scale Window Spatiotemporal Attention Network for Subsurface Temperature Prediction and Reconstruction 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 12, 页码: 18
作者:  Jiang, Jiawei;  Wang, Jun;  Liu, Yiping;  Huang, Chao;  Jiang, Qiufu;  Feng, Liqiang;  Wan, Liying;  Zhang, Xiangguang
收藏  |  浏览/下载：62/0  |  提交时间：2024/09/02
temperature structure prediction  temperature structure reconstruction  spatiotemporal window ocean  satellite observations  spatiotemporal attention mechanism  
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：104/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
SWO: A Lightweight Window Spatiotemporal Attention Network Reconstructs Subsurface Temperature Structure 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 19274-19287
作者:  Jiang, Jiawei;  Wang, Jun;  Liu, Yiping;  Feng, Liqiang;  Jiang, Qiufu;  Huang, Chao;  Xiang, Liang;  Zhang, Xiangguang
收藏  |  浏览/下载：5/0  |  提交时间：2024/12/20
Spatiotemporal phenomena  Oceans  Computational modeling  Image reconstruction  Computer architecture  Remote sensing  Ocean temperature  Lightweight  satellite observations  spatiotemporal attention mechanism  Spatiotemporal Window Ocean (SWO)  temperature structure reconstruction  
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：104/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
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：154/0  |  提交时间：2024/04/07
subsurface velocity  light gradient boosting machine (LightGBM)  The Southern Ocean  satellite observations  long-term variability  
Satellite Observations and a Numerical Study of Recurring Atmospheric Gravity Waves Along the South China Sea Coast 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 16, 页码: 23
作者:  Liu, Aiyue;  Shen, Dongliang;  Li, Xiaofeng
Adobe PDF(14062Kb)  |  收藏  |  浏览/下载：154/0  |  提交时间：2023/12/13
the WRF model simulation  atmospheric gravity waves  satellite observations  
Two-Dimensional Numerical Simulation of Tide and Tidal Current of Eight Major Tidal Constituents in the Bohai, Yellow, and East China Seas 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 15, 页码: 20
作者:  Liu, Zizhou;  Jiao, Shengyi;  Liu, Xingchuan;  Lv, Xianqing
Adobe PDF(12821Kb)  |  收藏  |  浏览/下载：51/0  |  提交时间：2023/12/13
tide  tidal current  satellite altimeter observations  ROMS  
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
Adobe PDF(17421Kb)  |  收藏  |  浏览/下载：100/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Influences of Summertime Arctic Dipole Atmospheric Circulation on Sea Ice Concentration Variations in the Pacific Sector of the Arctic during Different Pacific Decadal Oscillation Phases 期刊论文
JOURNAL OF CLIMATE, 2021, 卷号: 34, 期号: 8, 页码: 3003-3019
作者:  Bi, Haibo;  Wang, Yunhe;  Liang, Yu;  Sun, Weifu;  Liang, Xi;  Yu, Qinglong;  Zhang, Zehua;  Xu, Xiuli
Adobe PDF(4469Kb)  |  收藏  |  浏览/下载：351/0  |  提交时间：2021/06/24
Arctic  Sea ice  Atmosphere-ocean interaction  Atmospheric circulation  Satellite observations