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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
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
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
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  |  
浏览/下载:0/0
  |  
提交时间:2024/06/04
Deep learning (DL)
mesoscale eddies
prior knowledge-embedded
reconstruction of 3-D thermohaline structure
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
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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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Impact of surface and subsurface-intensified eddies on sea surface temperature and chlorophyll a in the northern Indian Ocean utilizing deep learning
期刊论文
OCEAN SCIENCE, 2023, 卷号: 19, 期号: 6, 页码: 1579-1593
作者:
Liu, Yingjie
;
Li, Xiaofeng
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浏览/下载:0/0
  |  
提交时间:2024/04/07
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:1/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
Data assimilation in a regional high-resolution ocean model by using Ensemble Adjustment Kalman Filter and its application during 2020 cold spell event over Asia-Pacific region
期刊论文
APPLIED OCEAN RESEARCH, 2022, 卷号: 129, 页码: 17
作者:
Xu, Minjie
;
Wang, Yuzhe
;
Zhang, Jicai
;
Yang, Dezhou
;
Yin, Xunqiang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/01/04
Data assimilation
High-resolution ocean model
Ensemble adjustment kalman filter
Cold spell event
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:
Dong, Lin
;
Qi, Jifeng
;
Yin, Baoshu
;
Zhi, Hai
;
Li, Delei
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/11
machine learning
ocean subsurface salinity structure
South China Sea
satellite remote sensing data
Measurement of interplanetary magnetic field in short period using the cosmic-ray Sun shadow measured by LHAASO
会议论文
Virtual, Berlin, Germany, 2021-07-12
作者:
Nan, Yuncheng
;
Chen, Songzhan
;
Feng, Cunfeng
;
Cao, Zhen
;
Aharonian, F.
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/01/23
The adjoint-based Two Oceans One Sea State Estimate (TOOSSE)
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 21
作者:
Wang, Xiaowei
;
Liu, Chuanyu
;
Koehl, Armin
;
Geng, Wu
;
Wang, Fan
收藏
  |  
浏览/下载:31/0
  |  
提交时间:2021/11/30
Pacific Ocean
Indian Ocean
South China Sea
adjoint
four-dimensional variational data assimilation
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