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科研机构
海洋研究所 [24]
内容类型
期刊论文 [24]
发表日期
2024 [3]
2023 [9]
2022 [6]
2021 [3]
2020 [1]
2019 [1]
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Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:
Qi, Jifeng
;
Sun, Guimin
;
Xie, Bowen
;
Li, Delei
;
Yin, Baoshu
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提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
Prediction of 3-D Ocean Temperature Based on Self-Attention and Predictive RNN
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Yue, Weihao
;
Xu, Yongsheng
;
Xiang, Liang
;
Zhu, Shanliang
;
Huang, Chao
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提交时间:2024/06/04
Climate change
Recurrent neural networks
Temperature measurement
Ocean temperature
Predictive models
Global gridded temperature data with Barnes objective analysis (BOA-ARGO)
predictive recurrent neural network (PredRNN)
self-attention
Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:
Zhou, Yuan
;
Ren, Tian
;
Chen, Keran
;
Gao, Le
;
Li, Xiaofeng
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提交时间:2024/06/04
Forecasting
Predictive models
Atmospheric waves
Spatiotemporal phenomena
Sea surface
Ocean waves
Data models
Sea-surface height anomaly (SSHA)
deep learning (DL)
spatiotemporal prediction
Rossby waves
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
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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
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提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Intelligent fault diagnosis of train bearing based on ISTOA-VMD and SE-WDCNN
期刊论文
JOURNAL OF VIBRATION AND CONTROL, 2023, 页码: 12
作者:
He, Deqiang
;
Zou, Xueyan
;
Jin, Zhenzhen
;
Yan, Jingren
;
Ren, Chonghui
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提交时间:2023/12/07
intelligent fault diagnosis
train bearing
improved sooty tern optimization algorithm
variational mode decomposition
deep convolutional neural network
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
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浏览/下载:4/0
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提交时间:2023/12/13
Nitrate
Spatial distribution
Deep neural network
Northwestern pacific 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
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浏览/下载:0/0
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提交时间:2023/12/13
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
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浏览/下载:0/0
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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:3/0
  |  
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
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