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出处:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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Reconstructing 3-D Thermohaline Structures for Mesoscale Eddies Using Satellite Observations and Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 16
作者:
Liu, Yingjie
;
Wang, Haoyu
;
Jiang, Fei
;
Zhou, Yuan
;
Li, Xiaofeng
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2024/06/04
Deep learning (DL)
mesoscale eddies
prior knowledge-embedded
reconstruction of 3-D thermohaline structure
DeepSeaNet: A Bio-Detection Network Enabling Species Identification in the Deep Sea Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 13
作者:
Liu, Aiyue
;
Liu, Yuhai
;
Xu, Kuidong
;
Zhao, Feng
;
Zhou, Yuan
;
Li, Xiaofeng
Adobe PDF(2856Kb)
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  |  
浏览/下载:47/1
  |  
提交时间:2024/06/04
Data augmentation
deep-sea remotely operated vehicle (ROV) data
new species indication
real-time object detection network
seamount fine-grained dataset
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:
Ren, Yibin
;
Li, Xiaofeng
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2023/12/13
Predictive models
Atmospheric modeling
Sea ice
Numerical models
Arctic
Ocean temperature
Data models
Deep learning
Pan-Arctic
physically constrained loss function
sea ice concentration (SIC) prediction
subseasonal scale
Recovering Gravity from Satellite Altimetry Data Using Deep Learning Network
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 11
作者:
Zhu, Chengcheng
;
Yang, Lei
;
Bian, Hongwei
;
Li, Houpu
;
Guo, Jinyun
;
Liu, Na
;
Lin, Lina
收藏
  |  
浏览/下载:149/0
  |  
提交时间:2023/12/13
Gravity
Deep learning
Sea measurements
Satellites
Underwater vehicles
Training
Data models
gravity anomaly
multichannel convolutional neural network (MCCNN)
satellite altimetry
Index Terms
submarine topography
Exploiting Frequency-Domain Information of GNSS Reflectometry for Sea Surface Wind Speed Retrieval
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Chen, Keran
;
Zhou, Yuan
;
Li, Shuoshi
;
Wang, Ping
;
Li, Xiaofeng
收藏
  |  
浏览/下载:96/0
  |  
提交时间:2023/12/13
Cyclone global navigation satellite system (CyGNSS)
deep learning
frequency domain
global navigation satellite system reflectometry (GNSS-R)
wind speed retrieval
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)
  |  
收藏
  |  
浏览/下载:208/0
  |  
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
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:201/0
  |  
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
The Fusion of Physical, Textural, and Morphological Information in SAR Imagery for Hurricane Wind Speed Retrieval Based on Deep Learning
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Mu, Shanshan
;
Li, Xiaofeng
;
Wang, Haoyu
Adobe PDF(2103Kb)
  |  
收藏
  |  
浏览/下载:254/0
  |  
提交时间:2022/07/18
Hurricanes
Synthetic aperture radar
Wind speed
Radar polarimetry
Sea surface
Sea measurements
Data models
Deep learning
hurricane wind
synthetic aperture radar (SAR)
Joint Frequency-Spatial Domain Network for Remote Sensing Optical Image Change Detection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Zhou, Yuan
;
Feng, Yanjie
;
Huo, Shuwei
;
Li, Xiaofeng
收藏
  |  
浏览/下载:203/0
  |  
提交时间:2022/12/09
Feature extraction
Frequency-domain analysis
Remote sensing
Optical sensors
Optical imaging
Frequency domain analysis
Optical fiber networks
Change detection
deep learning
frequency domain
neural network
optical image
Dual-Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 17
作者:
Zhou, Yuan
;
Chen, Keran
;
Li, Xiaofeng
收藏
  |  
浏览/下载:185/0
  |  
提交时间:2022/12/09
Satellites
Oceans
Remote sensing
Feature extraction
Deep learning
Color
Annotations
Deep learning
satellite imagery
sea fog detection
semantic segmentation