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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：12/0  |  提交时间：2024/04/07
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(22601Kb)  |  收藏  |  浏览/下载：125/0  |  提交时间：2023/01/04
Internal solitary wave  Phase speed  Machine learning  Remote sensing  
Oceanic internal wave amplitude retrieval from satellite images based on a data-driven transfer learning model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 272, 页码: 15
作者:  Zhang, Xudong;  Wang, Haoyu;  Wang, Shuo;  Liu, Yanliang;  Yu, Weidong;  Wang, Jing;  Xu, Qing;  Li, Xiaofeng
Adobe PDF(12620Kb)  |  收藏  |  浏览/下载：249/0  |  提交时间：2022/04/12
Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
Variation of Internal Tides on the Continental Slope of the Southeastern East China Sea 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 1, 页码: 12
作者:  Yang, Bing;  Hu, Po;  Hou, Yijun
Adobe PDF(4773Kb)  |  收藏  |  浏览/下载：190/0  |  提交时间：2022/04/12
internal tides  Kuroshio  Kuroshio meander  East China Sea  
A Data-Driven Deep Learning Model for Weekly Sea Ice Concentration Prediction of the Pan-Arctic During the Melting Season 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 19
作者:  Ren, Yibin;  Li, Xiaofeng;  Zhang, Wenhao
Adobe PDF(22032Kb)  |  收藏  |  浏览/下载：152/0  |  提交时间：2022/07/18
Deep fully convolutional networks (FCNs)  recursively predicting  satellite-derived sea ice concentration (SIC)  SIC prediction  temporal-spatial attention  
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:  Gao, Le;  Li, Xiaofeng;  Kong, Fanzhou;  Yu, Rencheng;  Guo, Yuan;  Ren, Yibin
Adobe PDF(8280Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2022/07/18
Algae  MODIS  Synthetic aperture radar  Optical sensors  Optical imaging  Marine vehicles  Spatial resolution  Deep learning (DL)  green algae detection  satellite remote sensing  
Combination of Satellite Observations and Machine Learning Method for Internal Wave Forecast in the Sulu and Celebes Seas 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2822-2832
作者:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(28337Kb)  |  收藏  |  浏览/下载：220/0  |  提交时间：2021/06/24
Oceans  Predictive models  Satellite broadcasting  MODIS  Satellites  Machine learning  Spatial resolution  Celebes sea  internal wave (IW)  machine learning  Sulu sea  
Energetics-Based Estimation of the Diapycnal Mixing Induced by Internal Tides in the Andaman Sea 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2021, 卷号: 126, 期号: 4, 页码: 17
作者:  Peng, Shiqiu;  Liao, Jiawen;  Wang, Xiaowei;  Liu, Zhiyu;  Liu, Yanliang;  Zhu, Yuhang;  Li, Bingtian;  Khokiattiwong, Somkiat;  Yu, Weidong
Adobe PDF(4787Kb)  |  收藏  |  浏览/下载：239/0  |  提交时间：2021/06/24
Andaman Sea  diapycnal diffusivity  internal tides  tidal dissipation  tidal mixing  
A Machine-Learning Model for Forecasting Internal Wave Propagation in the Andaman Sea 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3095-3106
作者:  Zhang, Xudong;  Li, Xiaofeng;  Zheng, Quanan
Adobe PDF(6735Kb)  |  收藏  |  浏览/下载：286/0  |  提交时间：2021/05/11
Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning  
Characteristics and generations of internal wave in the Sulu Sea inferred from optical satellite images 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 5, 页码: 1435-1444
作者:  Zhang Xudong;  Li Xiaofeng;  Zhang Tao
Adobe PDF(15123Kb)  |  收藏  |  浏览/下载：180/0  |  提交时间：2021/04/12
internal waves (IWs)  Sulu Sea  Moderate-Resolution Imaging Spectroradiometer (MODIS)  Suomi National Polar-Orbiting Partnership (NPP)