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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:4/0
  |  
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:2/0
  |  
提交时间:2024/03/05
Coupled model intercomparison project 6
Drought
Genetic algorithm
Multilayer perceptron
Artificial neural network
Bangladesh
Solar Polar-orbit Observatory
期刊论文
Kexue Tongbao/Chinese Science Bulletin, 2023, 卷号: 68, 期号: 4, 页码: 298-308
作者:
Y. Deng
;
G. Zhou
;
S. Dai
;
Y. Wang
;
X. Feng
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
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:407/0
  |  
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
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  |  
浏览/下载:13/0
  |  
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:16/0
  |  
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
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  |  
浏览/下载:24/0
  |  
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:15/0
  |  
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
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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