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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
Authors:  Zhang, Xudong;  Wang, Haoyu;  Wang, Shuo;  Liu, Yanliang;  Yu, Weidong;  Wang, Jing;  Xu, Qing;  Li, Xiaofeng
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Internal wave  Amplitude  Transfer learning  Remote sensing  In-situ measurement  Laboratory experiment  
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
Authors:  Ren, Yibin;  Li, Xiaofeng;  Xu, Huan
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Marine vehicles  Radar polarimetry  Feature extraction  Synthetic aperture radar  Data mining  Radar imaging  Oceans  Custom loss function  deep learning (DL)  deep neural network (DNN) regression  ship size extraction  synthetic aperture radar (SAR) image  
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
Authors:  Ren, Yibin;  Li, Xiaofeng;  Yang, Xiaofeng;  Xu, Huan
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Sea ice  Radar polarimetry  Feature extraction  Decoding  Oceans  Kernel  Image segmentation  Dual-attention  sea ice and open water classification  synthetic aperture radar (SAR) image  U-Net  
中高纬海冰和背景流对内孤立波生成演化的调制机制 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2021
Authors:  张沛文
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内孤立波  非静力数值模拟  生成过程  极地  背景剪切流  
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
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Oceans  Predictive models  Satellite broadcasting  MODIS  Satellites  Machine learning  Spatial resolution  Celebes sea  internal wave (IW)  machine learning  Sulu sea  
An evaluation of the Arctic clouds and surface radiative fluxes in CMIP6 models 期刊论文
ACTA OCEANOLOGICA SINICA, 2021, 卷号: 40, 期号: 1, 页码: 85-102
Authors:  Wei, Jianfen;  Wang, Zhaomin;  Gu, Mingyi;  Luo, Jing-Jia;  Wang, Yunhe
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Arctic Basin  surface radiation budget  cloud radiative effect (CRE)  CMIP6 models  CERES  CloudSatCALIPSO  APP-x  
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  
SAR 对台风海浪场特征及高度计去混叠研究 学位论文
理学博士, 中国科学院海洋研究所: 中国科学院大学, 2020
Authors:  胡登辉
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Sar 波模式  台风  台风涌浪追踪  非对称  海浪模型  高度计混叠  
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
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ocean remote sensing  big data  artificial intelligence  image classification