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A data-driven approach to integrated equilibrium-temporal scour forecasting at complex-pier structures using hybrid neural networks
期刊论文
OCEAN ENGINEERING, 2024, 卷号: 303, 页码: 15
作者:
Yang, Yifan
;
Shao, Dong
;
Wang, Yiwei
;
Dai, Sida
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/06/17
Pier scour
Hybrid neural network
Physical consistency
Temporal scour forcasting
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:3/0
  |  
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:1/0
  |  
提交时间:2024/04/07
Ensemble Kalman filter
Data assimilation
Forecast system
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
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  |  
浏览/下载:0/0
  |  
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
Modeling the long-term transport and fate of oil spilled from the 2021 A Symphony tanker collision in the Yellow Sea, China: Reliability of the stochastic simulation
期刊论文
OCEAN MODELLING, 2023, 卷号: 186, 页码: 14
作者:
Cao, Ruichen
;
Rong, Zengrui
;
Chen, Haibo
;
Liu, Yi
;
Mu, Lin
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/04/07
A Symphony oil spill
Pollution probability
Stochastic simulation
Uncertainty analysis
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:7/0
  |  
提交时间:2023/12/12
WRF model
Surface scheme
Model performance
South China Sea
A novel short-term radio flux trend prediction model based on deep learning
期刊论文
ASTROPHYSICS AND SPACE SCIENCE, 2023, 卷号: 368, 期号: 10
作者:
Zheng, Yanfang
;
Ling, Yi
;
Li, Xuebao
;
Qin, Weishu
;
Dong L(董亮)
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  |  
浏览/下载:2/0
  |  
提交时间:2024/03/29
Sun
Solar activity
Solar radio flux
A Review of Application of Machine Learning in Storm Surge Problems
期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 9, 页码: 35
作者:
Qin, Yue
;
Su, Changyu
;
Chu, Dongdong
;
Zhang, Jicai
;
Song, Jinbao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
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:1/0
  |  
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
Satellite data-driven and knowledge-informed machine learning model for estimating global internal solitary wave speed
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 283, 页码: 16
作者:
Zhang, Xudong
;
Li, Xiaofeng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/01/04
Internal solitary wave
Phase speed
Machine learning
Remote sensing
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