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科研机构
海洋研究所 [11]
内容类型
期刊论文 [11]
发表日期
2023 [11]
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共11条,第1-10条
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发表日期:2023
专题:海洋研究所
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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
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/07
Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:
Zhao, Yizhi
;
Qi, Jifeng
;
Zhu, Shanliang
;
Jia, Wentao
;
Gong, Xiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Estimation of nitrate concentration and its distribution in the northwestern Pacific Ocean by a deep neural network model
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 195, 页码: 11
作者:
Wang, Lixin
;
Xu, Zhenhua
;
Gong, Xiang
;
Zhang, Peiwen
;
Hao, Zhanjiu
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/13
Nitrate
Spatial distribution
Deep neural network
Northwestern pacific ocean
Estimating thermohaline structures in the tropical Indian Ocean from surface parameters using an improved CNN model
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 16
作者:
Qi, Jifeng
;
Xie, Bowen
;
Li, Delei
;
Chi, Jianwei
;
Yin, Baoshu
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
A self-attention-based neural network for three-dimensional multivariate modeling and its skillful ENSO predictions
期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 10, 页码: 1
作者:
Zhou, Lu
;
Zhang, Rong-Hua
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/12/13
Rapid identification of fish species by laser-induced breakdown spectroscopy and Raman spectroscopy coupled with machine learning methods
期刊论文
FOOD CHEMISTRY, 2023, 卷号: 400, 页码: 9
作者:
Ren, Lihui
;
Tian, Ye
;
Yang, Xiaoying
;
Wang, Qi
;
Wang, Leshan
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/01/12
Fish species identification
laser -induced breakdown spectroscopy (LIBS)
Raman spectroscopy
Machine learning
convolutional neural network (CNN)
Data fusion
Using a deep-learning approach to infer and forecast the Indonesian Throughflow transport from sea surface height
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 10
作者:
Xin, Linchao
;
Hu, Shijian
;
Wang, Fan
;
Xie, Wenhong
;
Hu, Dunxin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
Indonesian Throughflow
sea surface height
neural network
deep learning
CNN
Recovering Bathymetry From Satellite Altimetry-Derived Gravity by Fully Connected Deep Neural Network
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 卷号: 20, 页码: 5
作者:
Yang, Lei
;
Liu, Min
;
Liu, Na
;
Guo, Jinyun
;
Lin, Lina
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/07
Gravity
Bathymetry
Satellites
Geology
Altimetry
Geologic measurements
Sea measurements
convolutional neural network (CNN)
fully connected deep neural network (FC-DNN)
gravity
gravity-geological method
satellite altimetry
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:1/0
  |  
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
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
收藏
  |  
浏览/下载:5/0
  |  
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
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