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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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浏览/检索结果:
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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:55/0
  |  
提交时间:2024/04/07
machine learning
convolutional neural network (CNN)
ocean subsurface salinity structure (OSSS)
Indian Ocean
satellite observations
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
;
Yin, Baoshu
;
Wang, Wenwu
;
Salata, Ferdinando
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
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
;
Sun, Guimin
Adobe PDF(13138Kb)
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收藏
  |  
浏览/下载:55/0
  |  
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
;
Yin, Wenming
;
Yin, Baoshu
Adobe PDF(7659Kb)
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Understanding the compound marine heatwave and low-chlorophyll extremes in the western Pacific Ocean
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 13
作者:
Chen, Qiaojun
;
Li, Delei
;
Feng, Jianlong
;
Zhao, Liang
;
Qi, Jifeng
;
Yin, Baoshu
Adobe PDF(16555Kb)
  |  
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2024/04/07
western Pacific Ocean
marine heatwaves
low-chlorophyll
compound extreme events
multi-scale variability
climate change
Mafic magma recharge triggered eruption of a long-lived shallow silicic magma reservoir beneath a submarine volcano from the southwestern Okinawa Trough
期刊论文
LITHOS, 2023, 卷号: 452, 页码: 12
作者:
Chen, Zuxing
;
Tamehe, Landry Soh
;
Zhang, Yuxiang
;
Chen, Shuai
;
Zeng, Zhigang
;
Yin, Xuebo
;
Wang, Xiaoyuan
;
Qi, Haiyan
;
Cai, Mingjiang
收藏
  |  
浏览/下载:242/0
  |  
提交时间:2023/12/07
Orthopyroxene
Magnetite
Dacite
Magma mixing
Okinawa Trough
Meta-learning-based estimation of the barrier layer thickness in the tropical Indian Ocean
期刊论文
ENVIRONMENTAL RESEARCH COMMUNICATIONS, 2023, 卷号: 5, 期号: 9, 页码: 8
作者:
Qi, Jifeng
;
Qu, Tangdong
;
Yin, Baoshu
收藏
  |  
浏览/下载:109/0
  |  
提交时间:2023/11/30
Ocean barrier layer thickness
Indian Ocean
meta-learning
machine learning
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
;
Sun, Guimin
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
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
;
Yang, Shuguo
;
Wang, Wenwu
;
Cai, Hong
;
Xie, Bowen
收藏
  |  
浏览/下载:170/0
  |  
提交时间:2022/11/11
machine learning
ocean subsurface salinity structure
South China Sea
satellite remote sensing data
Strontium, Hydrogen and Oxygen Behavior in Vent Fluids and Plumes from the Kueishantao Hydrothermal Field Offshore Northeast Taiwan: Constrained by Fluid Processes
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2022, 卷号: 10, 期号: 7, 页码: 14
作者:
Zeng, Zhigang
;
Wang, Xiaoyuan
;
Yin, Xuebo
;
Chen, Shuai
;
Qi, Haiyan
;
Chen, Chen-Tung Arthur
收藏
  |  
浏览/下载:180/0
  |  
提交时间:2022/11/11
strontium-hydrogen-oxygen isotopes
vent fluid
hydrothermal plume
Kueishantao hydrothermal field