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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
Zonal Structure of Tropical Pacific Surface Salinity Anomalies Affects the Eastern and Central Pacific El Niños Differently
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 21, 页码: 10
作者:
Guan, Cong
;
Tian, Feng
;
McPhaden, Michael J.
;
Hu, Shijian
;
Wang, Fan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/30
ENSO
salinity
tropical Pacific
El Nino
ENSO diversity
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
收藏
  |  
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
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
Physical structure and evolution of a cyclonic eddy in the Northern South China sea
期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2022, 卷号: 189, 页码: 13
作者:
Chu, FuShuo
;
Si, ZongShang
;
Yan, XiaoMei
;
Liu, ZhiLiang
;
Yu, JianCheng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/01/06
South China Sea
Cyclonic eddy
Underwater glider
HYCOM data
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
Seasonality of the Somali Current/Undercurrent system
期刊论文
DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY, 2021, 卷号: 191, 页码: 14
作者:
Zang, Nan
;
Sprintall, Janet
;
Ienny, Remi
;
Wang, Fan
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
Somali current
Somali undercurrent
Seasonal variability
Baroclinic adjustment
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:64/0
  |  
提交时间:2021/06/24
ocean subsurface temperature
multisource sea surface data
neural network model
western Pacific Ocean
Intraseasonal variability of the Kuroshio east of Taiwan, China, observed by subsurface mooring during 2016-2017
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 5, 页码: 1408-1420
作者:
Ren Qiang
;
Yu Fei
;
Nan Feng
;
Wang Jianfeng
;
Xu Anqi
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/04/12
intraseasonal variability
Kuroshio
mesoscale eddy
intermediate water
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