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Real-time predictions of the 2023-2024 climate conditions in the tropical Pacific using a purely data-driven Transformer model 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2024, 页码: 18
作者:  Zhang, Rong-Hua;  Zhou, Lu;  Gao, Chuan;  Tao, Lingjiang
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/20
Transformer model  3D-Geoformer  Coupling representation  The 2023-2024 El Ni & ntilde  Real-time prediction  Performance and evaluation  o  
A transformer-based coupled ocean-atmosphere model for ENSO studies 期刊论文
SCIENCE BULLETIN, 2024, 卷号: 69, 期号: 15, 页码: 2323-2327
作者:  Zhang, Rong-Hua;  Zhou, Lu;  Gao, Chuan;  Tao, Lingjiang
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/20
How the central-western equatorial Pacific easterly wind in early 2022 affects the third-year La Ni?a occurrence 期刊论文
CLIMATE DYNAMICS, 2023, 页码: 20
作者:  Chen, Maonan;  Gao, Chuan;  Zhang, Rong-Hua
收藏  |  浏览/下载：27/0  |  提交时间：2024/12/23
Triple-dip La Nina evolution  Anomalous surface easterly wind  Competing effects  Kelvin waves and Rossby waves  Modeling experiments  
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
Adobe PDF(2680Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2024/04/07
El Nino onset  NECC pathways  SST anomaly generation  wind response  ocean modeling  
A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:  Gao, Chuan;  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：255/0  |  提交时间：2023/11/30
the 2021 second-year cooling condition  a transformer-based deep learning model  3D multivariate prediction  subsurface thermal effect  comparison with dynamical models  
The 2020-2021 prolonged La Nina evolution in the tropical Pacific 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2022, 页码: 19
作者:  Gao, Chuan;  Chen, Maonan;  Zhou, Lu;  Feng, Licheng;  Zhang, Rong-Hua
Adobe PDF(11034Kb)  |  收藏  |  浏览/下载：242/0  |  提交时间：2023/01/04
Prolonged La Nina evolution in 2020-2021  Subsurface effect on SST  Remote and local processes  Modeling experiments  
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;  Feng, Licheng
Adobe PDF(18222Kb)  |  收藏  |  浏览/下载：247/0  |  提交时间：2022/11/11
The western equatorial Pacific  Salinity interdecadal variability  Compensated and uncompensated effects  Relative contributions  EEMD method  
Recent ENSO evolution and its real-time prediction challenges 期刊论文
NATIONAL SCIENCE REVIEW, 2022, 卷号: 9, 期号: 4, 页码: 3
作者:  Zhang, Rong-Hua;  Gao, Chuan;  Feng, Licheng
Adobe PDF(409Kb)  |  收藏  |  浏览/下载：261/0  |  提交时间：2022/07/18
Effects of Temperature and Salinity on Surface Currents in the Equatorial Pacific 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2022, 卷号: 127, 期号: 4, 页码: 22
作者:  Chen, Lu;  Zhang, Rong-Hua;  Gao, Chuan
Adobe PDF(3933Kb)  |  收藏  |  浏览/下载：285/0  |  提交时间：2022/07/18
the equatorial Pacific  surface currents  OSCAR product  temperature and salinity effects