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中国科学院海洋研究所机构知识库
Knowledge Management System Of Institute of Oceanology, Chinese Academy of Sciences
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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)
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浏览/下载:7/0
  |  
提交时间:2024/04/07
Fine Resolution Classification of New Ice, Young Ice, and First-Year Ice Based on Feature Selection from Gaofen-3 Quad-Polarization SAR
期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 22
作者:
Yang, Kun
;
Li, Haiyan
;
Perrie, William
;
Scharien, Randall Kenneth
;
Wu, Jin
;
Zhang, Menghao
;
Xu, Fan
收藏
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浏览/下载:113/0
  |  
提交时间:2023/12/13
fine sea ice classification
random forest classifier
polarization SAR
Gaofen-3
feature selection
Automatic Waterline Extraction and Topographic Mapping of Tidal Flats From SAR Images Based on Deep Learning
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2022, 卷号: 49, 期号: 2, 页码: 13
作者:
Zhang, Shuangshang
;
Xu, Qing
;
Wang, Haoyu
;
Kang, Yanyan
;
Li, Xiaofeng
Adobe PDF(5243Kb)
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浏览/下载:206/0
  |  
提交时间:2022/04/12
synthetic aperture radar
tidal flat
deep learning
waterline
DEM
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
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Xu, Huan
Adobe PDF(12529Kb)
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收藏
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浏览/下载:182/0
  |  
提交时间:2022/02/18
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
作者:
Ren, Yibin
;
Li, Xiaofeng
;
Yang, Xiaofeng
;
Xu, Huan
Adobe PDF(8369Kb)
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浏览/下载:244/0
  |  
提交时间:2022/02/18
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
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)
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浏览/下载:179/0
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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
Tropical Cyclone Intensity Estimation From Geostationary Satellite Imagery Using Deep Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Wang, Chong
;
Zheng, Gang
;
Li, Xiaofeng
;
Xu, Qing
;
Liu, Bin
;
Zhang, Jun
Adobe PDF(4821Kb)
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收藏
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浏览/下载:246/0
  |  
提交时间:2022/02/18
Estimation
Ocean temperature
Clouds
Tropical cyclones
Cyclones
Training
Geostationary satellites
Convolutional neural network (CNN)
deep learning
remote sensing
tropical cyclone (TC)
Environment Monitoring of Shanghai Nanhui Intertidal Zone With Dual-Polarimetric SAR Data Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 18
作者:
Liu, Guangyang
;
Liu, Bin
;
Zheng, Gang
;
Li, Xiaofeng
收藏
  |  
浏览/下载:131/0
  |  
提交时间:2023/01/12
Deep convolutional neural networks (DCNNs)
deep learning
environment monitoring
intertidal zone
MB-U-2-ACNet
synthetic aperture radar (SAR) imagery
An Automatic Algorithm for Estimating Tropical Cyclone Centers in Synthetic Aperture Radar Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 16
作者:
Wang, Yan
;
Zheng, Gang
;
Li, Xiaofeng
;
Zhou, Lizhang
;
Liu, Bin
;
Chen, Peng
;
Ren, Lin
;
Li, Xiaohui
Adobe PDF(17581Kb)
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收藏
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浏览/下载:235/0
  |  
提交时间:2022/02/18
Radar polarimetry
Heating systems
Sea surface
Synthetic aperture radar
Oceanography
Estimation
Satellites
Sea surface wind direction (SSWD)
synthetic aperture radar (SAR)
tropical cyclone (TC)
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
作者:
Du, Yanlei
;
Yang, Xiaofeng
;
Yang, Jian
;
Tan, Shurun
;
Ma, Wentao
;
Li, Ziwei
;
Li, Xiaofeng
Adobe PDF(24773Kb)
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收藏
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浏览/下载:214/0
  |  
提交时间:2021/06/24
Ocean temperature
Atmospheric modeling
Sea surface
Scattering
Spaceborne radar
Wind speed
Atmospheric stability
ocean radar backscattering
sea surface temperature (SST)