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期刊论文 [31]
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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
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
The role played by tropical cyclones-induced freshwater flux forcing in the upper-ocean responses: A case for Typhoon Yutu (2018)
期刊论文
OCEAN MODELLING, 2023, 卷号: 184, 页码: 16
作者:
Ye, Shuoni
;
Zhang, Rong-Hua
;
Wang, Hongna
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  |  
浏览/下载:1/0
  |  
提交时间:2023/12/07
Tropical cyclones
Upper-ocean responses
Freshwater flux forcing
Wind stress forcing
Ocean modeling
Observations
Increasing Shortwave Penetration Through the Bottom of the Oceanic Mixed Layer in a Warmer Climate
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 7, 页码: 21
作者:
Tian, Feng
;
Zhang, Rong-Hua
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  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
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
Subsurface Warm Biases in the Tropical Atlantic and Their Attributions to the Role of Wind Forcing and Ocean Vertical Mixing
期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 7, 页码: 2291-2303
作者:
Zhang, Qiushi
;
Zhu, Yuchao
;
Zhang, Rong-Hua
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/07/18
Model errors
Model evaluation/performance
Ocean models
Parameterization
Mixing
An ocean modeling study to quantify wind forcing and oceanic mixing effects on the tropical North Pacific subsurface warm bias in CMIP and OMIP simulations
期刊论文
CLIMATE DYNAMICS, 2021, 页码: 16
作者:
Zhu, Yuchao
;
Zhang, Rong-Hua
;
Li, Delei
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/11/30
Model errors
Subsurface temperature bias
CMIP
OMIP simulations
Vertical mixing scheme
Wind forcing errors
Subsurface Temperature Estimation from Sea Surface Data Using Neural Network Models in the Western Pacific Ocean
期刊论文
MATHEMATICS, 2021, 卷号: 9, 期号: 8, 页码: 14
作者:
Wang, Haoyu
;
Song, Tingqiang
;
Zhu, Shanliang
;
Yang, Shuguo
;
Feng, Liqiang
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/06/24
ocean subsurface temperature
multisource sea surface data
neural network model
western Pacific Ocean
Vertical Structure of the Upper-Indian Ocean Thermal Variability
期刊论文
JOURNAL OF CLIMATE, 2020, 卷号: 33, 期号: 17, 页码: 7233-7253
作者:
Li, Yuanlong
;
Han, Weiqing
;
Wang, Fan
;
Zhang, Lei
;
Duan, Jing
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/04/14
Observed Seasonal Variations of the Upper Ocean Structure and Air-Sea Interactions in the Andaman Sea
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2018, 卷号: 123, 期号: 2, 页码: 922-938
作者:
Liu, Yanliang
;
Li, Kuiping
;
Ning, Chunlin
;
Yang, Yang
;
Wang, Haiyuan
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/08/19
Andaman Sea
seasonal cycle
stratification
heat flux
temperature inversion
entrainment
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