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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
Could climate change exacerbate droughts in Bangladesh in the future?
期刊论文
JOURNAL OF HYDROLOGY, 2023, 卷号: 625, 页码: 18
作者:
Rahman, Mahfuzur
;
Tumon, Md Sakib Hasan
;
Islam, Md Monirul
;
Chen, Ningsheng
;
Pham, Quoc Bao
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/05
Coupled model intercomparison project 6
Drought
Genetic algorithm
Multilayer perceptron
Artificial neural network
Bangladesh
Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head
期刊论文
ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS, 2022, 卷号: 16, 期号: 1, 页码: 2190-2205
作者:
Chen, Dawei
;
Sun ZX(孙振旭)
;
Yao, Shuanbao
;
许盛峰Xu, Shengfeng
;
Yin B(银波)
收藏
  |  
浏览/下载:286/0
  |  
提交时间:2022/12/20
Aerodynamic force
inverse design
high-speed train
SVM
numerical simulation
wind tunnel test
Regional Predictions of Air Pollution in Guangzhou: Preliminary Results and Multi-Model Cross-Validations
期刊论文
ATMOSPHERE, 2022, 卷号: 13
作者:
Qiao, Zhi
;
Cui, Shengcheng
;
Pei, Chenglei
;
Ye, Zhou
;
Wu, Xiaoqing
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
Typhoon-induced wind waves in the northern East China Sea during two typhoon events: the impact of wind field and wave-current interaction
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2022, 页码: 16
作者:
Li, Zhao
;
Li, Shuiqing
;
Hou, Yijun
;
Mo, Dongxue
;
Li, Jian
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/04/12
wind field
typhoon track
significant wave height
wave-current interaction
the northern East China Sea
A new method for prediction of power coefficient and wake length of a horizontal axis wind turbine based on energy analysis
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2022, 卷号: 252
作者:
Wang, Yan
;
Wang, Liang
;
Jiang, Yao
;
Sun, Xiaojing
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/03/01
Wind turbine
Rotor power coefficient
Wake length
Transient Proper Orthogonal Decomposition
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
作者:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method
Wind Speed Short-Term Prediction Based on Empirical Wavelet Transform, Recurrent Neural Network and Error Correction
期刊论文
Journal of Shanghai Jiaotong University (Science), 2022
作者:
Zhu, Changsheng
;
Zhu, Lina
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/08/09
Brain
Elman neural networks
Error correction
Forecasting
Multilayer neural networks
Speed
Stochastic systems
Wavelet transforms
Wind power
Wind speed
A
Deep long short term memory network
Empirical wavelet transform
Error correction strategy
Errors correction
Memory network
TM 614
Wavelets transform
Wind speed
Wind speed prediction
Towards a general design evaluation tool: The development and validation of a VPP for autonomous sailing monohulls
期刊论文
Applied Ocean Research, 2022, 卷号: 120, 页码: 1-13
作者:
An Y(安洋)
;
Yu JC(俞建成)
;
Hu F(胡峰)
;
Wang ZY(王振宇)
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/01/27
Autonomous sailboat
Velocity prediction program
General design
Optimization
Tropical Cyclone Center and Symmetric Structure Estimating From SMAP Data
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhang, Guosheng
;
Xu, Chao
;
Li, Xiaofeng
;
Zhu, Ziqiang
;
Perrie, William
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/04/12
Sea surface
Wind speed
Sea measurements
Microwave radiometry
Hurricanes
Oceans
Synthetic aperture radar
Hurricane center detection
hurricane intensity
radius of maximum wind (RMW)
Soil Moisture Active Passive (SMAP) ocean winds
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