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浏览/检索结果:
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出处:IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
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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:21/0
  |  
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:75/0
  |  
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:39/0
  |  
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
Hyperspectral Band Selection With Iterative Graph Autoencoder
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Zhou, Yuan
;
Yao, Qingren
;
Huo, Shuwei
;
Li, Xiaofeng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/12/07
Feature extraction
Iterative methods
Symmetric matrices
Hyperspectral imaging
Convolution
Correlation
Task analysis
Graph autoencoder (GAE)
graph representation
hyperspectral band selection (BS)
representativeness
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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浏览/下载:193/0
  |  
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)
Sea Surface Wind Speed Retrieval From Textures in Synthetic Aperture Radar Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Lizhang
;
Zheng, Gang
;
Yang, Jingsong
;
Li, Xiaofeng
;
Zhang, Bin
;
Wang, He
;
Chen, Peng
;
Wang, Yan
Adobe PDF(27025Kb)
  |  
收藏
  |  
浏览/下载:196/0
  |  
提交时间:2022/02/18
Radar polarimetry
Sea surface
Oceanography
Atmospheric modeling
Surface waves
Atmospheric waves
Wind speed
Entropy
gray-level cooccurrence matrix (GLCM)
synthetic aperture radar (SAR)
sea surface wind speed (SSWS)
textures
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:121/0
  |  
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:132/0
  |  
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:186/0
  |  
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)
Monitoring the Performance of HY-2B and Jason-2/3 Sea Surface Height via the China Altimetry Calibration Cooperation Plan
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Yang, Lei
;
Xu, Yongsheng
;
Lin, Mingsen
;
Ma, Chaofei
;
Mertikas, Stelios P.
;
Hu, Wei
;
Wang, Zhiyong
;
Mu, Bo
;
Zhou, Xinghua
Adobe PDF(3083Kb)
  |  
收藏
  |  
浏览/下载:218/0
  |  
提交时间:2022/07/18
Calibration
Satellites
Altimetry
Tides
Global navigation satellite system
Monitoring
Meteorology
Calibration and validation (Cal
Val)
Global Navigation Satellite System (GNSS)
HY-2B
Jason
satellite radar altimeter
sea level
tide gauge