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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
作者:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
收藏  |  浏览/下载：29/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
DeepSeaNet: A Bio-Detection Network Enabling Species Identification in the Deep Sea Imagery 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 13
作者:  Liu, Aiyue;  Liu, Yuhai;  Xu, Kuidong;  Zhao, Feng;  Zhou, Yuan;  Li, Xiaofeng
Adobe PDF(2856Kb)  |  收藏  |  浏览/下载：26/1  |  提交时间：2024/06/04
Data augmentation  deep-sea remotely operated vehicle (ROV) data  new species indication  real-time object detection network  seamount fine-grained dataset  
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：45/0  |  提交时间：2024/04/07
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：25/0  |  提交时间：2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid 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：22/0  |  提交时间：2024/04/07
Tropical cyclones  Remote sensing  Deep learning  
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：29/0  |  提交时间：2024/04/07
CCR: Facial Image Editing with Continuity, Consistency and Reversibility 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 页码: 14
作者:  Yang, Nan;  Luan, Xin;  Jia, Huidi;  Han, Zhi;  Li, Xiaofeng;  Tang, Yandong
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/04/07
Facial image editing  Continuity  Consistency  Reversibility  
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：34/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Rapid identification of fish species by laser-induced breakdown spectroscopy and Raman spectroscopy coupled with machine learning methods 期刊论文
FOOD CHEMISTRY, 2023, 卷号: 400, 页码: 9
作者:  Ren, Lihui;  Tian, Ye;  Yang, Xiaoying;  Wang, Qi;  Wang, Leshan;  Geng, Xin;  Wang, Kaiqiang;  Du, Zengfeng;  Li, Ying;  Lin, Hong
Adobe PDF(4660Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2023/01/12
Fish species identification  laser -induced breakdown spectroscopy (LIBS)  Raman spectroscopy  Machine learning  convolutional neural network (CNN)  Data fusion