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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：14/0  |  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  
Tropical Cyclone-Induced Ecological Responses and Their Feedback on Physical Fields: A Case Study for Hurricane Fernanda (2017) 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2024, 卷号: 129, 期号: 9, 页码: 24
作者:  Ye, Shuoni;  Zhang, Rong-Hua;  Wang, Hongna;  Tian, Feng;  Shi, Qidong
收藏  |  浏览/下载：13/0  |  提交时间：2024/12/20
tropical cycles  ocean ecological response  budget analysis for CHL bloom  biofeedback on physical fields  
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：17/0  |  提交时间：2024/12/20
Synergistic interdecadal effects of the North Pacific and North Atlantic SST on precipitation over eastern China as revealed in the ECHAM5 simulations 期刊论文
CLIMATE DYNAMICS, 2024, 页码: 23
作者:  Wu, Minmin;  Zhang, Rong-Hua;  Zhi, Hai;  Hu, Junya
Adobe PDF(10429Kb)  |  收藏  |  浏览/下载：77/0  |  提交时间：2024/08/30
Precipitation over eastern China  MTM-SVD method  Interdecadal variation  Sea surface temperature (SST)  ECHAM5 simulations  
Emerging Hotspots of Surface Chlorophyll Trend in the Tropical Oceans 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2024, 卷号: 129, 期号: 7, 页码: 23
作者:  Tian, Feng;  Zhang, Rong-Hua
Adobe PDF(8241Kb)  |  收藏  |  浏览/下载：52/0  |  提交时间：2024/09/02
ENSO-Related Precursor Pathways of Interannual Thermal Anomalies Identified Using a Transformer-Based Deep Learning Model in the Tropical Pacific 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2024, 卷号: 51, 期号: 12, 页码: 11
作者:  Zhou, Lu;  Zhang, Rong-Hua
收藏  |  浏览/下载：68/0  |  提交时间：2024/09/02
ENSO predictions  thermal precursors  multivariate three-dimensional (3D) predictions  transformer-based model  explainable artificial intelligence (XAI)  
Persistent warming and anomalous biogeochemical signatures observed in the Northern Tropical Pacific Ocean during 2013-2020 期刊论文
CLIMATE DYNAMICS, 2024, 页码: 21
作者:  Tian, Feng;  Zhang, Rong-Hua
收藏  |  浏览/下载：45/0  |  提交时间：2024/08/29
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：121/0  |  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：126/0  |  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  
Different El Ni?o Flavors and Associated Atmospheric Teleconnections as Simulated in a Hybrid Coupled Model 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2024, 页码: 17
作者:  Hu, Junya;  Wang, Hongna;  Gao, Chuan;  Zhang, Rong-Hua
收藏  |  浏览/下载：156/0  |  提交时间：2024/04/07
hybrid coupled model  tropical Pacific Ocean  global atmosphere  Eastern/Central-Pacific El Nino  atmospheric teleconnections