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科研机构
海洋研究所 [47]
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期刊论文 [46]
学位论文 [1]
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2024 [1]
2023 [8]
2022 [7]
2021 [2]
2020 [2]
2019 [3]
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Oceanograp... [6]
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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
收藏
  |  
浏览/下载:2/0
  |  
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:1/0
  |  
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:2/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Inversion diffuse attenuation coefficient of photosynthetically active radiation based on deep learning
期刊论文
OPTICS EXPRESS, 2023, 卷号: 31, 期号: 23, 页码: 37365-37380
作者:
Chen, Lei
;
Pan, Xiaoju
;
Zhang, Jie
;
Demeaux, Charlotte Begouen
;
Wang, Yongchao
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
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:5/0
  |  
提交时间:2023/11/30
Ocean barrier layer thickness
Indian Ocean
meta-learning
machine learning
Understanding Arctic Sea Ice Thickness Predictability by a Markov Model
期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 15, 页码: 4879-4897
作者:
Wang, Yunhe
;
Yuan, Xiaojun
;
Bi, Haibo
;
Ren, Yibin
;
Liang, Yu
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/13
Arctic
Sea ice
Climate prediction
Ice thickness
A multi-model prediction system for ENSO
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 10
作者:
Liu, Ting
;
Gao, Yanqiu
;
Song, Xunshu
;
Gao, Chuan
;
Tao, Lingjiang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/12/13
MME
ENSO
Prediction
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:2/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
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
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:
Zhang, Xudong
;
Li, Xiaofeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/01/04
Internal solitary wave
Phase speed
Machine learning
Remote sensing
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