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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
Authors:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
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machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
Authors:  Wang, Haoyu;  Li, Xiaofeng
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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
Authors:  Liu, Qian;  Liu, Yingjie;  Li, Xiaofeng
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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
Authors:  Wang, Chong;  Li, Xiaofeng
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Tropical cyclones  Remote sensing  Deep learning  
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
Authors:  Zhao, Yizhi;  Qi, Jifeng;  Zhu, Shanliang;  Jia, Wentao;  Gong, Xiang;  Yin, Wenming;  Yin, Baoshu
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Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
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
Authors:  Liu, Yingjie;  Li, Xiaofeng
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CCR: Facial Image Editing with Continuity, Consistency and Reversibility 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 14
Authors:  Yang, Nan;  Luan, Xin;  Jia, Huidi;  Han, Zhi;  Li, Xiaofeng;  Tang, Yandong
Adobe PDF(4383Kb)  |  Favorite  |  View/Download:2/0  |  Submit date:2024/04/07
Facial image editing  Continuity  Consistency  Reversibility  
基于深度学习和SAR遥感影像的北极波弗特海海冰分类研究 学位论文
, 中国科学院海洋研究所: 中国科学院大学, 2023
Authors:  黄岩
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合成孔径雷达(SAR)图像,海冰分类,深度学习,灰度共生矩阵  
基于深度学习的印尼贯穿流反演与预测研究 学位论文
理学硕士, 中国科学院海洋研究所: 中国科学院大学, 2023
Authors:  辛林超
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印尼贯穿流,海表面高度,神经网络,深度学习,卷积神经网络  
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
Authors:  Qi, Jifeng;  Xie, Bowen;  Li, Delei;  Chi, Jianwei;  Yin, Baoshu;  Sun, Guimin
Favorite  |  View/Download:24/0  |  Submit date:2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean