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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  
Effect of random phase error and baseline roll angle error on eddy identification by interferometric imaging altimeter 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 8
Authors:  Gao, Le;  Sun, Hanwei;  Qi, Jifeng;  Jiang, Qiufu
Adobe PDF(2219Kb)  |  Favorite  |  View/Download:17/0  |  Submit date:2021/05/26
interferometric altimetry  baseline error  random error  ocean eddy  theoretical and systematic simulation  error removal strategy  
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:17/0  |  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  
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
Adobe PDF(6735Kb)  |  Favorite  |  View/Download:11/0  |  Submit date:2021/05/11
Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning  
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  
Purely satellite data-driven deep learning forecast of complicated tropical instability waves 期刊论文
SCIENCE ADVANCES, 2020, 卷号: 6, 期号: 29, 页码: 9
Authors:  Zheng, Gang;  Li, Xiaofeng;  Zhang, Rong-Hua;  Liu, Bin
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Characterization of Sea Surface Temperature and Air-Sea Heat Flux Anomalies Associated With Mesoscale Eddies in the South China Sea 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2020, 卷号: 125, 期号: 4, 页码: 19
Authors:  Liu, Yingjie;  Yu, Lisan;  Chen, Ge
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mesoscale eddies  air-sea coupling  South China Sea