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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：85/0  |  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  
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;  Tang, Youmin;  Duan, Wansuo;  Zhang, Rong-Hua;  Chen, Dake
收藏  |  浏览/下载：54/0  |  提交时间：2023/12/13
MME  ENSO  Prediction  
Model parameter-related optimal perturbations and their contributions to El Nino prediction errors 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 52, 期号: 3-4, 页码: 1425-1441
作者:  Tao, Ling-Jiang;  Gao, Chuan;  Zhang, Rong-Hua
Adobe PDF(6712Kb)  |  收藏  |  浏览/下载：193/0  |  提交时间：2019/05/15
Intermediate coupled model  CNOP approach  Model parameters  El Nino predictability  
Progress in ENSO prediction and predictability study 期刊论文
NATIONAL SCIENCE REVIEW, 2018, 卷号: 5, 期号: 6, 页码: 826-839
作者:  Tang, Youmin;  Zhang, Rong-Hua;  Liu, Ting;  Duan, Wansuo;  Yang, Dejian;  Zheng, Fei;  Ren, Hongli;  Lian, Tao;  Gao, Chuan;  Chen, Dake;  Mu, Mu
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载：390/0  |  提交时间：2019/08/27
ENSO prediction and predictability  coupled model  ensemble prediction  optimal error growth  probabilistic prediction  
ENSO Predictions in an Intermediate Coupled Model Influenced by Removing Initial Condition Errors in Sensitive Areas: A Target Observation Perspective 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2018, 卷号: 35, 期号: 7, 页码: 853-867
作者:  Tao, Ling-Jiang;  Gao, Chuan;  Zhang, Rong-Hua
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：330/0  |  提交时间：2019/08/21
El Nino prediction  initial condition errors  target observations  
Idealized Experiments for Optimizing Model Parameters Using a 4D-Variational Method in an Intermediate Coupled Model of ENSO 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2018, 卷号: 35, 期号: 4, 页码: 410-422
作者:  Gao, Chuan;  Zhang, Rong-Hua;  Wu, Xinrong;  Sun, Jichang
Adobe PDF(1370Kb)  |  收藏  |  浏览/下载：263/0  |  提交时间：2019/08/21
intermediate coupled model  ENSO modeling  4D-Var data assimilation system  optimization of model parameter and initial condition  
Processes involved in the second-year warming of the 2015 El Nio event as derived from an intermediate ocean model 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2017, 卷号: 60, 期号: 9, 页码: 1601-1613
作者:  Zhang RongHua;  Gao Chuan
Adobe PDF(3100Kb)  |  收藏  |  浏览/下载：290/0  |  提交时间：2018/01/11
2015 El Nino Event  Intermediate Ocean Model  Process Analyses  Sst Budget  
The roles of atmospheric wind and entrained water temperature (T-e) in the second-year cooling of the 2010-12 La Nina event 期刊论文
CLIMATE DYNAMICS, 2017, 卷号: 48, 期号: 1-2, 页码: 597-617
作者:  Gao, Chuan;  Zhang, Rong-Hua
Adobe PDF(4515Kb)  |  收藏  |  浏览/下载：319/1  |  提交时间：2017/03/22
The 2010-2012 La Nina Event  Wind Forcing  Thermocline Effect  Coupled Model