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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
收藏
  |  
浏览/下载:1/0
  |  
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
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:0/0
  |  
提交时间:2024/04/07
Ensemble Kalman filter
Data assimilation
Forecast system
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
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/07
ENSO
spring predictability barrier
sea surface salinity
optimal initial structure
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
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  |  
浏览/下载:0/0
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提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
Evaluation of the performance of the latest WRF model (V4.5) in simulating surface elements and its sensitivity to the diurnal SST cycle in the South China Sea
期刊论文
CLIMATE DYNAMICS, 2023, 页码: 18
作者:
Shi, Rui
;
Chen, Ju
;
He, Yunkai
;
Song, Wei
;
Li, Daning
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/12/12
WRF model
Surface scheme
Model performance
South China Sea
Niche comparison and range shifts for two
Kappaphycus
species in the Indo-Pacific Ocean under climate change
期刊论文
ECOLOGICAL INDICATORS, 2023, 卷号: 154, 页码: 11
作者:
Du, Yu-Qun
;
Jueterbock, Alexander
;
Firdaus, Muhammad
;
Hurtado, Anicia Q.
;
Duan, Delin
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/07
Climate change
Ecological niche modeling
Eucheumatoids
Niche overlap
Range dynamics
Understanding Arctic Sea Ice Thickness Predictability by a Markov Model
期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 15, 页码: 4879-4897
作者:
Wang, Yunhe
;
Yuan, Xiaojun
;
Bi, Haibo
;
Ren, Yibin
;
Liang, Yu
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  |  
浏览/下载:8/0
  |  
提交时间:2023/12/13
Arctic
Sea ice
Climate prediction
Ice thickness
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:1/0
  |  
提交时间:2023/12/13
La Nina forecast
Indian Ocean Dipole
Oceanic channel
Atmospheric bridge
Using a deep-learning approach to infer and forecast the Indonesian Throughflow transport from sea surface height
期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 10
作者:
Xin, Linchao
;
Hu, Shijian
;
Wang, Fan
;
Xie, Wenhong
;
Hu, Dunxin
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/13
Indonesian Throughflow
sea surface height
neural network
deep learning
CNN
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
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