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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;  Yin, Baoshu;  Wang, Wenwu;  Salata, Ferdinando
收藏  |  浏览/下载：28/0  |  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  
DeepBlue: Advanced convolutional neural network applications for ocean remote sensing 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE, 2023, 页码: 24
作者:  Wang, Haoyu;  Li, Xiaofeng
Adobe PDF(4818Kb)  |  收藏  |  浏览/下载：7/0  |  提交时间：2024/04/07
Sea Surface Salinity Strongly Weakens ENSO Spring Predictability Barrier 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 23, 页码: 11
作者:  Pang, Yiqun;  Jin, Yishuai;  Zhao, Yingying;  Chen, Xianyao;  Li, Xueqi;  Liu, Ting;  Hu, Junya
Adobe PDF(7167Kb)  |  收藏  |  浏览/下载：27/0  |  提交时间：2024/04/07
ENSO  spring predictability barrier  sea surface salinity  optimal initial structure  
Diversity of strong negative Indian Ocean dipole events since 1980: characteristics and causes 期刊论文
CLIMATE DYNAMICS, 2023, 页码: 24
作者:  Huang, Ke;  Huang, Bohua;  Wang, Dongxiao;  Zhao, Xia;  Zhang, Lianyi;  Liang, Zhanlin;  Wu, Ying;  Yang, Lei;  Wang, Weiqiang
Adobe PDF(9666Kb)  |  收藏  |  浏览/下载：28/0  |  提交时间：2024/04/07
Indian Ocean dipole  Air-sea interaction  Inter-annual variability  Bjerknes feedback  La Nina  
Counteracting effects on ENSO induced by ocean chlorophyll interannual variability and tropical instability wave-scale perturbations in the tropical Pacific 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2023, 页码: 18
作者:  Zhang, Rong-Hua;  Tian, Feng;  Shi, Qidong;  Wang, Xiujun;  Wu, Tongwen
Adobe PDF(5337Kb)  |  收藏  |  浏览/下载：29/0  |  提交时间：2024/04/07
Ocean chlorophyll  Bio-climate feedbacks  Interannual variability  Tropical instability waves  Counteracting effects  A hybrid coupled model  
Synergistic Effect of Warming in the Tropical Indian Ocean and North Tropical Atlantic on the Central-Pacific Type of La Nina Based on Observations and CMIP5 期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 24, 页码: 8561-8579
作者:  Yang, Guang;  Zhao, Xia;  Yuan, Dongliang;  Zhang, Yazhou;  Liu, Lin;  Peng, Shiqiu
Adobe PDF(16866Kb)  |  收藏  |  浏览/下载：17/0  |  提交时间：2024/04/07
Indian Ocean  North Atlantic Ocean  Atmosphere-ocean interaction  ENSO  Climate models  Interannual variability  
Surface Salinity Changes of the Tropical and Subtropical Oceans Since 1970 and Their Relationship With Surface Freshwater Fluxes 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2023, 卷号: 128, 期号: 12, 页码: 21
作者:  Ge, Kai;  Li, Yuanlong;  Lyu, Yilong;  Lin, Pengfei;  Cheng, Lijing;  Wang, Fan
Adobe PDF(21195Kb)  |  收藏  |  浏览/下载：40/0  |  提交时间：2024/04/07
sea surface salinity  freshwater fluxes  long-term change  
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach 期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  收藏  |  浏览/下载：20/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model 期刊论文
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:  Zhao, Yizhi;  Qi, Jifeng;  Zhu, Shanliang;  Jia, Wentao;  Gong, Xiang;  Yin, Wenming;  Yin, Baoshu
Adobe PDF(7659Kb)  |  收藏  |  浏览/下载：18/0  |  提交时间：2024/04/07
Barrier layer thickness  Particle swarm optimization  Artificial neural networks  Hybrid models  
Observed interannual variability of the Kuroshio and Luzon Undercurrent associated with tropical and subtropical wind forcing 期刊论文
PROGRESS IN OCEANOGRAPHY, 2023, 卷号: 219, 页码: 14
作者:  Ma, Jie;  Zhang, Zhanqing;  Hu, Shijian;  Villanoy, Cesar;  Guo, Xinying;  Wang, Fan;  Hu, Dunxin
Adobe PDF(14732Kb)  |  收藏  |  浏览/下载：23/0  |  提交时间：2024/04/07
Western North Pacific  Western boundary currents  Interannual variability  Wind forcing  Observations