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Tropical cyclone intensity forecasting using model knowledge guided deep learning model 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2, 页码: 10
作者:  Wang, Chong;  Li, Xiaofeng;  Zheng, Gang
收藏  |  浏览/下载：0/0  |  提交时间：2024/04/07
tropical cyclone intensity forecast  deep learning  model knowledge  
Improvement of an extended ensemble coupled data Assimilation-Forecast system and its application in El Nino diversity predictions 期刊论文
OCEAN & COASTAL MANAGEMENT, 2024, 卷号: 247, 页码: 15
作者:  Gao, Yanqiu;  Zhang, Jicai;  Liu, Kui;  Chen, Haibo;  Xu, Minjie
收藏  |  浏览/下载：22/0  |  提交时间：2024/04/07
Ensemble Kalman filter  Data assimilation  Forecast system  
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process 期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:  Zhang, Hui;  Wang, Qiang;  Mu, Mu;  Zhang, Kun;  Geng, Yu
Adobe PDF(13027Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/07
Wind  Forecast verification/skill  Numerical weather prediction/forecasting  Mesoscale models  
Effects of Indian Ocean Dipole initialization on the forecasting of La Nina 1 year in advance 期刊论文
CLIMATE DYNAMICS, 2023, 页码: 17
作者:  Zhang, Shouwen;  Wang, Jing;  Jiang, Hua;  Wang, Hui;  Yuan, Dongliang
收藏  |  浏览/下载：55/0  |  提交时间：2023/12/13
La Nina forecast  Indian Ocean Dipole  Oceanic channel  Atmospheric bridge  
The Controlling of the Subtropical High Leading Modes on the Spatial Pattern of Tropical Cyclone Genesis in the Western North Pacific and Tracks Landing on the East Coast of China 期刊论文
ATMOSPHERE, 2022, 卷号: 13, 期号: 1, 页码: 13
作者:  Fan, Tingting;  Yang, Yuxing;  Xu, Shibin
Adobe PDF(26170Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2022/04/12
subtropical high  tropical cyclone  inter-annual variability  forecast  
A Machine-Learning Model for Forecasting Internal Wave Propagation in the Andaman Sea 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3095-3106
作者:  Zhang, Xudong;  Li, Xiaofeng;  Zheng, Quanan
Adobe PDF(6735Kb)  |  收藏  |  浏览/下载：246/0  |  提交时间：2021/05/11
Predictive models  Training  Satellites  Machine learning  Oceans  MODIS  Data models  Andaman sea  internal wave (IW) forecast  machine learning  
龙目海峡及周边海域上层环流变化及影响机制 学位论文
理学硕士, 中国科学院海洋研究所: 中国科学院大学, 2020
作者:  寇睿之
Adobe PDF(5322Kb)  |  收藏  |  浏览/下载：189/0  |  提交时间：2020/06/16
龙目海峡  印尼贯穿流  Ofam（ocean Forecast Australian Model）  上层环流  Mitgcm（mit General Circulation Model）  
The predictability of atmospheric and oceanic motions: Retrospect and prospects 期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2017, 卷号: 60, 期号: 11, 页码: 2001-2012
作者:  Mu Mu;  Duan WanSuo;  Tang YouMin
Adobe PDF(817Kb)  |  收藏  |  浏览/下载：217/2  |  提交时间：2018/01/11
Atmosphere-ocean  Predictability  Intrinsic Predictability Limit  Ensemble Forecast  
Can Adaptive Observations Improve Tropical Cyclone Intensity Forecasts? 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2014, 卷号: 31, 期号: 2, 页码: 252-262
作者:  Qin Xiaohao;  Mu Mu;  Qin, XH (reprint author), Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geop, Beijing 100029, Peoples R China.
Adobe PDF(2793Kb)  |  收藏  |  浏览/下载：183/0  |  提交时间：2015/06/11
Adaptive Observation  Tropical Cyclone  Intensity Forecast  Conditional Nonlinear Optimal Perturbation  
Conditions under which CNOP sensitivity is valid for tropical cyclone adaptive observations 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2013, 卷号: 139, 期号: 675, 页码: 1544-1554
作者:  Qin, Xiaohao;  Duan, Wansuo;  Mu, Mu;  Duan, WS
Adobe PDF(1062Kb)  |  收藏  |  浏览/下载：219/0  |  提交时间：2014/07/17
Profound Track Forecast Improvements  Conditions  Tropical Cyclone  Adaptive Observations  Conditional Nonlinear Optimal Perturbations