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Characteristics of Global Ocean Abnormal Mesoscale Eddies Derived From the Fusion of Sea Surface Height and Temperature Data by Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2021, 卷号: 48, 期号: 17, 页码: 11
Authors:  Liu, Yingjie;  Zheng, Quanan;  Li, Xiaofeng
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meososcale eddies  abnormal eddies  multi-source remote sensing data  deep learning  data fusion  statistical analysis of spatiotemporal characteristics  
Effects of Temperature on Sea Surface Radar Backscattering Under Neutral and Nonneutral Atmospheric Conditions for Wind Retrieval Applications: A Numerical Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2727-2743
Authors:  Du, Yanlei;  Yang, Xiaofeng;  Yang, Jian;  Tan, Shurun;  Ma, Wentao;  Li, Ziwei;  Li, Xiaofeng
Adobe PDF(24773Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2021/06/24
Ocean temperature  Atmospheric modeling  Sea surface  Scattering  Spaceborne radar  Wind speed  Atmospheric stability  ocean radar backscattering  sea surface temperature (SST)  
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
Authors:  Zhang, Xudong;  Li, Xiaofeng
Adobe PDF(28337Kb)  |  Favorite  |  View/Download:16/0  |  Submit date:2021/06/24
Oceans  Predictive models  Satellite broadcasting  MODIS  Satellites  Machine learning  Spatial resolution  Celebes sea  internal wave (IW)  machine learning  Sulu sea  
A three-dimensional gravest empirical mode determined from hydrographic observations in the western equatorial Pacific Ocean 期刊论文
JOURNAL OF MARINE SYSTEMS, 2021, 卷号: 214, 页码: 19
Authors:  Liu, Hengchang;  Zhou, Hui;  Yang, Wenlong;  Liu, Xueqi;  Li, Yao;  Yang, Ya;  Chen, Xu;  Li, Xiaofeng
Adobe PDF(23320Kb)  |  Favorite  |  View/Download:15/0  |  Submit date:2021/04/21
Nascent NECC  Volume transport  PIES  Non-stationary gravest empirical mode  El Nino  
Dynamical Ocean Responses to Typhoon Malakas (2016) in the Vicinity of Taiwan 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2021, 卷号: 126, 期号: 2, 页码: 21
Authors:  Shen, Dongliang;  Li, Xiaofeng;  Wang, Jia;  Bao, Shaowu;  Pietrafesa, Leonard J.
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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
Authors:  Zhang, Xudong;  Li, Xiaofeng;  Zheng, Quanan
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Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning  
Carbon Sinks and Variations of pCO(2) in the Southern Ocean From 1998 to 2018 Based on a Deep Learning Approach 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3495-3503
Authors:  Wang, Yanjun;  Li, Xiaofeng;  Song, Jinming;  Li, Xuegang;  Zhong, Guorong;  Zhang, Bin
Adobe PDF(5114Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2021/05/26
Carbon sink  feedforward neural network (FFNN)  machine learning  pCO(2)  Southern Ocean  
Deep-learning-based information mining from ocean remote-sensing imagery 期刊论文
NATIONAL SCIENCE REVIEW, 2020, 卷号: 7, 期号: 10, 页码: 1584-1605
Authors:  Li, Xiaofeng;  Liu, Bin;  Zheng, Gang;  Ren, Yibin;  Zhang, Shuangshang;  Liu, Yingjie;  Gao, Le;  Liu, Yuhai;  Zhang, Bin;  Wang, Fan
Adobe PDF(7492Kb)  |  Favorite  |  View/Download:21/0  |  Submit date:2021/04/12
ocean remote sensing  big data  artificial intelligence  image classification  
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
Authors:  Zhang Xudong;  Li Xiaofeng;  Zhang Tao
Adobe PDF(15123Kb)  |  Favorite  |  View/Download:16/0  |  Submit date:2021/04/12
internal waves (IWs)  Sulu Sea  Moderate-Resolution Imaging Spectroradiometer (MODIS)  Suomi National Polar-Orbiting Partnership (NPP)  
Improving seismic remote sensing of typhoon with a three-dimensional Earth model 期刊论文
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2020, 卷号: 148, 期号: 2, 页码: 478-491
Authors:  Fang, Sunke;  Lin, Jianmin;  Ni, Sidao;  Li, Xiaofeng;  Xu, Xiaoqing;  Zheng, Hong;  Xu, Wen
Adobe PDF(6346Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2020/09/25