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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：107/0  |  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 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：16/0  |  提交时间：2023/12/13
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
Adobe PDF(2857Kb)  |  收藏  |  浏览/下载：164/0  |  提交时间：2022/07/18
Model errors  Model evaluation/performance  Ocean models  Parameterization  Mixing  
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：165/0  |  提交时间：2022/07/18
the equatorial Pacific  surface currents  OSCAR product  temperature and salinity effects  
A Hybrid Neural Network Model for ENSO Prediction in Combination with Principal Oscillation Pattern Analyses 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2022, 页码: 14
作者:  Zhou, Lu;  Zhang, Rong-Hua
Adobe PDF(2978Kb)  |  收藏  |  浏览/下载：131/0  |  提交时间：2022/04/12
ENSO prediction  the principal oscillation pattern (POP) analyses  neural network  a hybrid approach  
Structure and Evolution of Decadal Spiciness Variability in the North Pacific during 2004-20, Revealed from Argo Observations 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2022, 页码: 14
作者:  Zhou, Guanghui;  Zhang, Rong-Hua
Adobe PDF(4536Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2022/04/12
isopycnal analysis  spiciness anomalies  subduction pathway  advection role  decadal variability  North Pacific  
Sensitivity of asymmetric oxygen minimum zones to mixing intensity and stoichiometry in the tropical Pacific using a basin-scale model (OGCM-DMEC V1.4) 期刊论文
GEOSCIENTIFIC MODEL DEVELOPMENT, 2022, 卷号: 15, 期号: 3, 页码: 1017-1035
作者:  Wang, Kai;  Wang, Xiujun;  Murtugudde, Raghu;  Zhang, Dongxiao;  Zhang, Rong-Hua
Adobe PDF(10041Kb)  |  收藏  |  浏览/下载：117/0  |  提交时间：2022/04/12
Zonal Structure of Tropical Pacific Surface Salinity Anomalies Affects ENSO Intensity and Asymmetry 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2022, 卷号: 49, 期号: 1, 页码: 10
作者:  Guan, Cong;  Tian, Feng;  McPhaden, Michael J.;  Wang, Fan;  Hu, Shijian;  Zhang, Rong-Hua
Adobe PDF(5259Kb)  |  收藏  |  浏览/下载：190/0  |  提交时间：2022/04/12
ENSO  ENSO asymmetry  ENSO intensity  freshwater flux  salinity  vertical entrainment  
Mesoscale Surface Wind-SST Coupling in a High-Resolution CESM Over the KE and ARC Regions 期刊论文
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2021, 卷号: 13, 期号: 12, 页码: 16
作者:  Tang, Zhijia;  Zhang, Rong-Hua;  Wang, Hongna;  Zhang, Shaoqing;  Wang, Hong
Adobe PDF(5518Kb)  |  收藏  |  浏览/下载：152/0  |  提交时间：2022/02/18
mesoscale coupling  atmospheric response mechanisms  high-resolution climate model  the Kuroshio Extensions (KE)  the Agulhas Return Current (ARC)  
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
Adobe PDF(7031Kb)  |  收藏  |  浏览/下载：182/0  |  提交时间：2021/11/30
Model errors  Subsurface temperature bias  CMIP  OMIP simulations  Vertical mixing scheme  Wind forcing errors