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U-Net Models for Representing Wind Stress Anomalies over the Tropical Pacific and Their Integrations with an Intermediate Coupled Model for ENSO Studies
期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2024, 页码: 14
作者:
Du, Shuangying
;
Zhang, Rong-Hua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/06/04
U-Net models
wind stress anomalies
ICM
integration of AI and physical components
Salinity effect-induced ENSO amplitude modulation in association with the interdecadal Pacific Oscillation
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 18
作者:
Zhi, Hai
;
Wang, Xiaokun
;
Zhang, Rong-Hua
;
Lin, Pengfei
;
Qi, Jifeng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/06/04
El Nino-Southern Oscillation (ENSO) amplitude
Interdecadal Pacific Oscillation (IPO)
ocean salinity variability
tropical Pacific
upper-ocean stratification
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:6/0
  |  
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
Seasonal and Interannual Variability of Fronts and Their Impact on Chlorophyll-a in the Indonesian Seas
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2847-2859
作者:
Zhang, Hao-ran
;
Yu, Yi
;
Gao, Zhibin
;
Zhang, Yanwei
;
Ma, Wentao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/04/07
Atmosphere-ocean interaction
Ekman pumping/transport
Fronts
Upwelling/downwelling
Wind stress
ENSO
A Mechanism for the Generation of a Warm SST Anomaly in the Western Equatorial Pacific: A Pathway Perspective
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 11, 页码: 22
作者:
Gao, Chuan
;
Zhang, Rong-Hua
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
El Nino onset
NECC pathways
SST anomaly generation
wind response
ocean modeling
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:3/0
  |  
提交时间:2023/12/13
ocean thermohaline structure
satellite observations
machine learning
CNN
tropical Indian Ocean
A self-attention-based neural network for three-dimensional multivariate modeling and its skillful ENSO predictions
期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 10, 页码: 1
作者:
Zhou, Lu
;
Zhang, Rong-Hua
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/12/13
Responses of East Asian Climate to SST Anomalies in the Kuroshio Extension Region during Boreal Autumn
期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 21, 页码: 3407-3423
作者:
Geng, Yu
;
Ren, Hong-Li
;
Ma, Xueying
;
Zhao, Shuo
;
Nie, Yu
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/01/04
Atmosphere-ocean interaction
Atmospheric circulation
Climate prediction
Seasonal variation of atmospheric coupling with oceanic mesoscale eddies in the North Pacific Subtropical Countercurrent
期刊论文
ACTA OCEANOLOGICA SINICA, 2022, 卷号: 41, 期号: 10, 页码: 109-118
作者:
Sun, Bowen
;
Li, Baofu
;
Yan, Jingyu
;
Zhou, Yuqi
;
Zhou, Shuo
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/01/04
atmospheric response on mesoscale eddy
seasonal variation
subtropical countercurrent
sea surface temperature-wind coupling
Salinity interdecadal variability in the western equatorial Pacific and its effects during 1950-2018
期刊论文
CLIMATE DYNAMICS, 2022, 页码: 23
作者:
Zhang, Rong-Hua
;
Zhou, Guanghui
;
Zhi, Hai
;
Gao, Chuan
;
Wang, Hongna
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/11
The western equatorial Pacific
Salinity interdecadal variability
Compensated and uncompensated effects
Relative contributions
EEMD method
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