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中国科学院海洋研究所机构知识库
Knowledge Management System Of Institute of Oceanology, Chinese Academy of Sciences
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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:3/0
  |  
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
Prediction of 3-D Ocean Temperature Based on Self-Attention and Predictive RNN
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:
Yue, Weihao
;
Xu, Yongsheng
;
Xiang, Liang
;
Zhu, Shanliang
;
Huang, Chao
;
Zhang, Qingjun
;
Zhang, Liqiang
;
Zhan, Xiangguang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/06/04
Climate change
Recurrent neural networks
Temperature measurement
Ocean temperature
Predictive models
Global gridded temperature data with Barnes objective analysis (BOA-ARGO)
predictive recurrent neural network (PredRNN)
self-attention
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:14/0
  |  
提交时间:2024/04/07
Indian Ocean
North Atlantic Ocean
Atmosphere-ocean interaction
ENSO
Climate models
Interannual variability
Variability of the Deep Western Boundary Current in the Northern Philippine Sea
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 8, 页码: 2029-2041
作者:
Xu, Qinbo
;
Zhou, Chun
;
Zhang, Linlin
;
Wang, Fan
;
Zhao, Wei
;
Hu, Dunxin
收藏
  |  
浏览/下载:129/0
  |  
提交时间:2023/12/13
Abyssal circulation
Boundary currents
Ocean models
Oceanic variability
M-2 Internal Tide Energetics and Behaviors in the Subpolar North Pacific
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 5, 页码: 1269-1290
作者:
You, Jia
;
Xu, Zhenhua
;
Li, Oun
;
Zhang, Peiwen
;
Yin, Baoshu
;
Hou, Yijun
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/12/13
Internal waves
Ocean dynamics
Tides
North Paci fi c Ocean
Ocean models
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:27/0
  |  
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
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:193/0
  |  
提交时间:2022/07/18
Model errors
Model evaluation/performance
Ocean models
Parameterization
Mixing
Ocean Salinity Aspects of the Ningaloo Nino
期刊论文
JOURNAL OF CLIMATE, 2021, 卷号: 34, 期号: 15, 页码: 6141-6161
作者:
Guo, Yaru
;
Li, Yuanlong
;
Wang, Fan
;
Wei, Yuntao
Adobe PDF(33916Kb)
  |  
收藏
  |  
浏览/下载:239/0
  |  
提交时间:2021/09/16
Indian Ocean
Air-sea interaction
Salinity
Ocean models
Regional models
Interannual variability
A review of progress in coupled ocean-atmosphere model developments for ENSO studies in China
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 卷号: 38, 期号: 4, 页码: 930-961
作者:
Zhang Rong-Hua
;
Yu Yongqiang
;
Song Zhenya
;
Ren Hong-Li
;
Tang Youmin
;
Qiao Fangli
;
Wu Tongwen
;
Gao Chuan
;
Hu Junye
;
Tian Feng
;
Zhu Yuchao
;
Chen Lin
;
Liu Hailong
;
Lin Pengfei
;
Wu Fanghua
;
Wang Lin
Adobe PDF(3839Kb)
  |  
收藏
  |  
浏览/下载:205/0
  |  
提交时间:2020/09/25
El Nino-Southern Oscillation (ENSO)
coupled ocean-atmosphere models
simulations and predictions
model biases and uncertainties
Separating freshwater flux effects on ENSO in a hybrid coupled model of the tropical Pacific
期刊论文
CLIMATE DYNAMICS, 2020, 页码: 22
作者:
Gao, Chuan
;
Zhang, Rong-Hua
;
Karnauskas, Kristopher B.
;
Zhang, Lei
;
Tian, Feng
Adobe PDF(17407Kb)
  |  
收藏
  |  
浏览/下载:211/0
  |  
提交时间:2020/09/23
Freshwater flux effects
Sea surface salinity
Buoyancy flux
Feedbacks on ENSO
Layer and level ocean models