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期刊论文 [50]
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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
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
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
收藏
  |  
浏览/下载:18/0
  |  
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
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  |  
浏览/下载:30/0
  |  
提交时间:2022/05/16
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
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  |  
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
Sea Surface Wind Speed Retrieval From Textures in Synthetic Aperture Radar Imagery
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 11
作者:
Zhou, Lizhang
;
Zheng, Gang
;
Yang, Jingsong
;
Li, Xiaofeng
;
Zhang, Bin
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2022/02/18
Radar polarimetry
Sea surface
Oceanography
Atmospheric modeling
Surface waves
Atmospheric waves
Wind speed
Entropy
gray-level cooccurrence matrix (GLCM)
synthetic aperture radar (SAR)
sea surface wind speed (SSWS)
textures
Wind speed interval prediction model based on variational mode decomposition and multi-objective optimization
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Wang, Jianzhou
;
Cheng, Zishu
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/29
Interval prediction
Multi-objective optimization algorithm
Wind speed
Combined models
A hybrid method for short-term wind speed forecasting based on Bayesian optimization and error correction
期刊论文
JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 卷号: 13, 期号: 3
作者:
Guo, Xiuting
;
Zhu, Changsheng
;
Hao, Jie
;
Zhang, Shengcai
;
Zhu, Lina
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/10/14
Error correction
Forecasting
Machine learning
Speed
Wavelet transforms
Wind power
Bayesian optimization algorithms
Error correction models
Extreme learning machine
Hyper-parameter optimizations
Large-scale wind power
Prediction performance
Short-term wind speed forecasting
Wind speed prediction
Multistep Wind Speed Forecasting Based on a Hybrid Model of VMD and Nonlinear Autoregressive Neural Network
期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: -
作者:
Zheng, Yuqiao
;
Dong, Bo
;
Liu, Yuhan
;
Tong, Xiaolei
;
Wang, Lei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/12
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
期刊论文
Energy, 2021, 卷号: 215
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
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