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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
Satellite Observations and a Numerical Study of Recurring Atmospheric Gravity Waves Along the South China Sea Coast
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 卷号: 128, 期号: 16, 页码: 23
作者:
Liu, Aiyue
;
Shen, Dongliang
;
Li, Xiaofeng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/12/13
the WRF model simulation
atmospheric gravity waves
satellite observations
Data assimilation in a regional high-resolution ocean model by using Ensemble Adjustment Kalman Filter and its application during 2020 cold spell event over Asia-Pacific region
期刊论文
APPLIED OCEAN RESEARCH, 2022, 卷号: 129, 页码: 17
作者:
Xu, Minjie
;
Wang, Yuzhe
;
Zhang, Jicai
;
Yang, Dezhou
;
Yin, Xunqiang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/01/04
Data assimilation
High-resolution ocean model
Ensemble adjustment kalman filter
Cold spell event
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:10/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
Forecasting surface-layer optical turbulence above the Tibetan Plateau using the WRF model
期刊论文
OPTICS AND LASER TECHNOLOGY, 2022, 卷号: 153
作者:
Yang, Qike
;
Wu, Xiaoqing
;
Luo, Tao
;
Qing, Chun
;
Yuan, Renmin
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  |  
浏览/下载:14/0
  |  
提交时间:2022/12/23
Atmospheric optics
Mesoscale model
Optical turbulence
Laser beam transmission
Estimation of turbulence parameters in the atmospheric boundary layer of the Bohai Sea, China, by coherent Doppler lidar and mesoscale model
期刊论文
OPTICS EXPRESS, 2022, 卷号: 30
作者:
Jin, Xiang
;
Song, Xiaoquan
;
Yang, Yawen
;
Wang, Mian
;
Shao, Shiyong
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/05/16
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
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  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Probabilistic and deterministic wind speed
forecasting
Wind characteristic information
Probability density functions
Generalized Gaussian process
Pseudo-Likelihood
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
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 卷号: 35
作者:
Wang, Yu
;
Zhu, Changan
;
Ye, Xiaodong
;
Zhao, Jianghai
;
Wang, Deji
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/08/31
Wind speed
spatio-temporal prediction
Gaussian random field
spatio-temporal kriging
ARIMA
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