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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  
Reconstructing 3-D Thermohaline Structures for Mesoscale Eddies Using Satellite Observations and Deep Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 16
作者:  Liu, Yingjie;  Wang, Haoyu;  Jiang, Fei;  Zhou, Yuan;  Li, Xiaofeng
收藏  |  浏览/下载：7/0  |  提交时间：2024/06/04
Deep learning (DL)  mesoscale eddies  prior knowledge-embedded  reconstruction of 3-D thermohaline structure  
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：23/1  |  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：40/0  |  提交时间：2024/04/07
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：19/0  |  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：23/0  |  提交时间：2024/04/07
Subseasonal Prediction of Regional Antarctic Sea Ice by a Deep Learning Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 17, 页码: 10
作者:  Wang, Yunhe;  Yuan, Xiaojun;  Ren, Yibin;  Bushuk, Mitchell;  Shu, Qi;  Li, Cuihua;  Li, Xiaofeng
收藏  |  浏览/下载：31/0  |  提交时间：2023/12/13
Antarctic  sea ice prediction  
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
收藏  |  浏览/下载：74/0  |  提交时间：2023/12/13
the WRF model simulation  atmospheric gravity waves  satellite observations  
Global estimation of phytoplankton pigment concentrations from satellite data using a deep-learning-based model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 294, 页码: 16
作者:  Li, Xiaolong;  Yang, Yi;  Ishizaka, Joji;  Li, Xiaofeng
收藏  |  浏览/下载：68/0  |  提交时间：2023/12/13
Phytoplankton pigments  Remote sensing  Deep learning  Satellite  Global Ocean  Phytoplankton community  El Nino