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Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
Solar Radio Burst Detection Based on the MobileViT-SSDLite Lightweight Model
期刊论文
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2023, 卷号: 269, 期号: 2
作者:
He, Hailan
;
Yuan, Guowu
;
Zhou, Hao
;
Tan, Chengming
;
Guo SJ(郭少杰)
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/29
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
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/15
storm surge prediction
machine learning
hybrid methods
physics-informed neural networks
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:12/0
  |  
提交时间:2022/12/23
WRF-Chem
back propagation neural network
long short-term memory
air pollution
Guangzhou
Simultaneous Extraction of Planetary Boundary-Layer Height and Aerosol Optical Properties from Coherent Doppler Wind Lidar
期刊论文
SENSORS, 2022, 卷号: 22
作者:
Chen, Yehui
;
Jin, Xiaomei
;
Weng, Ningquan
;
Zhu, Wenyue
;
Liu, Qing
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  |  
浏览/下载:11/0
  |  
提交时间:2022/12/23
planetary boundary layer (PBL)
aerosol extinction coefficient (AEC)
aerosol optical depth (AOD)
wavelet covariance transform (WCT)
dilation operation
Modelling of atmospheric optical turbulence with the Weather Research and Forecasting model at the Ali observatory, Tibet
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2021, 卷号: 505, 期号: 1, 页码: 582-592
作者:
Qian, Xuan
;
Yao, Yongqiang
;
Zou, Lei
;
Wang, Hongshuai
;
Yin, Jia
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  |  
浏览/下载:27/0
  |  
提交时间:2021/08/19
turbulence
atmospheric effects
methods: numerical
site testing
Quantifying Contributions of Local Emissions and Regional Transport to NOX in Beijing Using TROPOMI Constrained WRF-Chem Simulation
期刊论文
REMOTE SENSING, 2021, 卷号: 13
作者:
Zhu, Yizhi
;
Hu, Qihou
;
Gao, Meng
;
Zhao, Chun
;
Zhang, Chengxin
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  |  
浏览/下载:64/0
  |  
提交时间:2021/06/15
tropospheric monitoring instrument
weather research and forecasting with coupled chemistry
top-down nitrogen oxide emissions
transport
meteorology
Assessments of Weather Research and Forecasting Land Surface Models in Precipitation Simulation Over the Tibetan Plateau
期刊论文
EARTH AND SPACE SCIENCE, 2021, 卷号: 8, 期号: 3, 页码: 14
作者:
Zhong, Lei
;
Huang, Ziyu
;
Ma, Yaoming
;
Fu, Yunfei
;
Chen, Mingxing
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/06/10
Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method
期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:
Li, Chengdong
;
Zhou, Changgeng
;
Peng, Wei
;
Lv, Yisheng
;
Luo, Xin
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  |  
浏览/下载:27/0
  |  
提交时间:2021/03/08
PV power generation prediction
Deep fuzzy model
Double input rule module
Data driven method
Least square method
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