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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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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
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浏览/下载:53/0
  |  
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
Comprehensive Satellite Observations and a Numerical Study of a Wintertime Shallow Sea Smoke Event in the Yellow Sea
期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2022, 卷号: 79, 期号: 12, 页码: 3163-3179
作者:
Li, Xiaofeng
;
Shen, Dongliang
;
Zheng, Gang
;
Zhou, Lizhang
;
Liu, Aiyue
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2023/12/13
Atmosphere-ocean interaction
Fog
Marine boundary layer
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
作者:
Zhang, Xudong
;
Wang, Haoyu
;
Wang, Shuo
;
Liu, Yanliang
;
Yu, Weidong
;
Wang, Jing
;
Xu, Qing
;
Li, Xiaofeng
Adobe PDF(12620Kb)
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浏览/下载:319/0
  |  
提交时间:2022/04/12
Internal wave
Amplitude
Transfer learning
Remote sensing
In-situ measurement
Laboratory experiment
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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收藏
  |  
浏览/下载:252/0
  |  
提交时间:2022/04/12
synthetic aperture radar
tidal flat
deep learning
waterline
DEM
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:291/0
  |  
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)
A Deep Learning Model for Green Algae Detection on SAR Images
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 14
作者:
Guo, Yuan
;
Gao, Le
;
Li, Xiaofeng
收藏
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浏览/下载:225/0
  |  
提交时间:2023/01/04
Green products
Algae
Radar polarimetry
Tides
Ocean temperature
Feature extraction
Sea surface
Deep learning (DL)
green algae
Sentinel-1 synthetic aperture radar (SAR) image
Yellow Sea
AlgaeNet: A Deep-Learning Framework to Detect Floating Green Algae From Optical and SAR Imagery
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2782-2796
作者:
Gao, Le
;
Li, Xiaofeng
;
Kong, Fanzhou
;
Yu, Rencheng
;
Guo, Yuan
;
Ren, Yibin
Adobe PDF(8280Kb)
  |  
收藏
  |  
浏览/下载:272/0
  |  
提交时间:2022/07/18
Algae
MODIS
Synthetic aperture radar
Optical sensors
Optical imaging
Marine vehicles
Spatial resolution
Deep learning (DL)
green algae detection
satellite remote sensing
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:235/0
  |  
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
Multilayer Fusion Recurrent Neural Network for Sea Surface Height Anomaly Field Prediction
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Yuan
;
Lu, Chang
;
Chen, Keran
;
Li, Xiaofeng
Adobe PDF(5381Kb)
  |  
收藏
  |  
浏览/下载:284/0
  |  
提交时间:2022/04/12
Computer architecture
Microprocessors
Predictive models
Mathematical models
Sea surface
Data models
Satellites
Deep learning (DL)
field prediction
satellite remote sensing data
sea surface height anomaly (SSHA)
Tropical Cyclone Center and Symmetric Structure Estimating From SMAP Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhang, Guosheng
;
Xu, Chao
;
Li, Xiaofeng
;
Zhu, Ziqiang
;
Perrie, William
Adobe PDF(15629Kb)
  |  
收藏
  |  
浏览/下载:398/0
  |  
提交时间:2022/04/12
Sea surface
Wind speed
Sea measurements
Microwave radiometry
Hurricanes
Oceans
Synthetic aperture radar
Hurricane center detection
hurricane intensity
radius of maximum wind (RMW)
Soil Moisture Active Passive (SMAP) ocean winds