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科研机构
海洋研究所 [26]
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期刊论文 [26]
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2024 [2]
2023 [5]
2022 [5]
2021 [2]
2020 [3]
2019 [2]
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Oceanograp... [2]
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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
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
收藏
  |  
浏览/下载:1/0
  |  
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
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
收藏
  |  
浏览/下载:0/0
  |  
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
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/07
western Pacific Ocean
marine heatwaves
low-chlorophyll
compound extreme events
multi-scale variability
climate change
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:3/0
  |  
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
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
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
Glacier Mass Balance Pattern and Its Variation Mechanism in the West Kunlun Mountains in Tibetan Plateau
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 11, 页码: 16
作者:
Gao, Le
;
Yang, Xiaofeng
;
Qi, Jifeng
;
Chen, Wenfeng
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/18
satellite altimetry
glacier elevation change
glacier inner terrain
glacier surging
ice flux divergence
surface mass balance
climate change
Impacts of El Nino on the South China Sea surface salinity as seen from satellites
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 5, 页码: 9
作者:
Qi, Jifeng
;
Du, Yan
;
Chi, Jianwei
;
Yi, Daling Li
;
Li, Delei
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/18
El Nino
South China Sea
sea surface salinity
interannual variability
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