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Multi-Scale Window Spatiotemporal Attention Network for Subsurface Temperature Prediction and Reconstruction 期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 12, 页码: 18
作者:  Jiang, Jiawei;  Wang, Jun;  Liu, Yiping;  Huang, Chao;  Jiang, Qiufu;  Feng, Liqiang;  Wan, Liying;  Zhang, Xiangguang
收藏  |  浏览/下载：41/0  |  提交时间：2024/09/02
temperature structure prediction  temperature structure reconstruction  spatiotemporal window ocean  satellite observations  spatiotemporal attention mechanism  
Graph-Based Memory Recall Recurrent Neural Network for Mid-Term Sea-Surface Height Anomaly Forecasting 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 6642-6657
作者:  Zhou, Yuan;  Ren, Tian;  Chen, Keran;  Gao, Le;  Li, Xiaofeng
收藏  |  浏览/下载：37/0  |  提交时间：2024/06/04
Forecasting  Predictive models  Atmospheric waves  Spatiotemporal phenomena  Sea surface  Ocean waves  Data models  Sea-surface height anomaly (SSHA)  deep learning (DL)  spatiotemporal prediction  Rossby waves  
Predicting the Daily Sea Ice Concentration on a Subseasonal Scale of the Pan-Arctic During the Melting Season by a Deep Learning Model 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 15
作者:  Ren, Yibin;  Li, Xiaofeng
收藏  |  浏览/下载：54/0  |  提交时间：2023/12/13
Predictive models  Atmospheric modeling  Sea ice  Numerical models  Arctic  Ocean temperature  Data models  Deep learning  Pan-Arctic  physically constrained loss function  sea ice concentration (SIC) prediction  subseasonal scale  
Responses of East Asian Climate to SST Anomalies in the Kuroshio Extension Region during Boreal Autumn 期刊论文
JOURNAL OF CLIMATE, 2022, 卷号: 35, 期号: 21, 页码: 3407-3423
作者:  Geng, Yu;  Ren, Hong-Li;  Ma, Xueying;  Zhao, Shuo;  Nie, Yu
Adobe PDF(5532Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2023/01/04
Atmosphere-ocean interaction  Atmospheric circulation  Climate prediction  
Optimally growing initial error for predicting the sudden shift in the Antarctic Circumpolar Current transport and its application to targeted observation 期刊论文
OCEAN DYNAMICS, 2022, 页码: 16
作者:  Zhou, Li;  Zhang, Kun;  Wang, Qiang;  Mu, Mu
Adobe PDF(5567Kb)  |  收藏  |  浏览/下载：224/0  |  提交时间：2023/01/04
The Antarctic Circumpolar Current  Initial errors  CNOP  Targeted observation  Ocean prediction  
Exploring sensitive area in the tropical Indian Ocean for El Nino prediction: implication for targeted observation 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 6, 页码: 1602-1615
作者:  Zhou Qian;  Duan Wansuo;  Hu Junya
Adobe PDF(1376Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2021/04/21
tropical Indian Ocean  El Niñ  o prediction  sensitive area  targeted observation  
A successful real-time forecast of the 2010–11 La Nina event 期刊论文
SCIENTIFIC REPORTS, 2013, 期号: 3, 页码: 1108
作者:  Zhang Ronghua;  Zheng Fei;  Zhu Jiang;  Wang Zhanggui
Adobe PDF(1178Kb)  |  收藏  |  浏览/下载：414/1  |  提交时间：2014/08/28
Intermediate Coupled Model  Tropical Pacific-ocean  El-nino  Southern-oscillation  Entrainment Temperature  Enso  Prediction  Predictability  Climate  System  
Response of the South China Sea summer monsoon onset to air-sea heat fluxes over the Indian Ocean 期刊论文
CHINESE JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2012, 卷号: 30, 期号: 6, 页码: 974-979
作者:  Chen Jinnian;  Zuo Tao;  Wang Hongna;  Chen, JN (reprint author), Chinese Acad Sci, Inst Oceanol, Qingdao 266071, Peoples R China.
Adobe PDF(719Kb)  |  收藏  |  浏览/下载：293/0  |  提交时间：2013/09/24
South China Sea (Scs) Summer Monsoon Onset  Northern Indian Ocean  Air-sea Heat Fluxes  Prediction  
Impact of sea surface salinity assimilation on coupled forecasts in the tropical Pacific 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2011, 卷号: 116, 期号: C5, 页码: C05009
作者:  Hackert Eric;  Ballabrera-Poy Joaquim;  Busalacchi Antonio J.;  Zhang Ronghua;  Murtugudde Raghu
Adobe PDF(1913Kb)  |  收藏  |  浏览/下载：332/0  |  提交时间：2014/08/26
Western Equatorial Pacific  Kalman Filter  Fresh-water Flux  Barrier-layer  General-circulation Model  Ocean Data Assimilation  Level Data Assimilation  Enso Prediction Skill  Mixed-layer Model  El-nino  
An empirical model for surface wind stress response to SST forcing induced by tropical Instability waves (TIWs) in the eastern equatorial Pacific 期刊论文
MONTHLY WEATHER REVIEW, 2009, 卷号: 137, 期号: 6, 页码: 2021-2046
作者:  Zhang Ronghua;  Busalacchi Antonio J.
Adobe PDF(6229Kb)  |  收藏  |  浏览/下载：239/0  |  提交时间：2014/08/28
Numerical Weather Prediction  Intermediate Coupled Model  Ocean-atmosphere Model  Interannual Variability  Satellite Measurements  Heat-budget  Long Waves  Temperature  Simulations  Impact