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数学与系统科学研究院 [6]
北京大学 [5]
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期刊论文 [30]
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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
A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:
Li, Zhongfei
;
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
AdaBoost-ensemble
deep learning
hybrid data preprocessing-analysis strategy
LSTM
Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Jiang, Fuxin
;
Zhang, Chengyuan
;
Sun, Shaolong
;
Sun, Jingyun
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  |  
浏览/下载:15/0
  |  
提交时间:2022/04/29
PM2.5 concentration forecasting
Complete ensemble empirical mode
decomposition with adaptive noise
Temporal convolutional
Data patterns
Deep learning
Vertical profile of aerosols in the Himalayas revealed by lidar: New insights into their seasonal/diurnal patterns, sources, and transport*
期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 285
作者:
Xiang, Yan
;
Zhang, Tianshu
;
Liu, Jianguo
;
Wan, Xin
;
Loewen, Mark
收藏
  |  
浏览/下载:45/0
  |  
提交时间:2021/09/06
Aerosol
Lidar
Vertical 
profile
Black carbon
Transport
Vertical profiles and regional transport of ozone and aerosols in the Yangtze River Delta during the 2016 G20 summit based on multiple lidars
期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 259
作者:
Wang, Xinqi
;
Xiang, Yan
;
Liu, Wentao
;
Lv, Lihui
;
Dong, Yunsheng
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  |  
浏览/下载:44/0
  |  
提交时间:2021/08/30
PM2.5
Ozone
Lidar
WRF-Chem
G20
Yangtze River Delta
Prediction and Source Contribution Analysis of PM2.5 Using a Combined FLEXPART Model and Bayesian Method over the Beijing-Tianjin-Hebei Region in China
期刊论文
ATMOSPHERE, 2021, 卷号: 12, 期号: 7, 页码: 16
作者:
Guo, Lifeng
;
Chen, Baozhang
;
Zhang, Huifang
;
Fang, Jingchun
收藏
  |  
浏览/下载:110/0
  |  
提交时间:2021/11/05
PM2 5
forecast
source contribution
FLEXPART
Bayesian
Using Lidar technology to assess regional air pollution and improve estimates of PM(2.5)transport in the North China Plain
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15
作者:
Xiang, Yan
;
Lv, Lihui
;
Chai, Wenxuan
;
Zhang, Tianshu
;
Liu, Jianguo
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/11/30
aerosols
regional transport
lidar
WRF-Chem
GSI
data assimilation
Aerosol-radiation feedback deteriorates the wintertime haze in the North China Plain
期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 卷号: 19, 期号: 13, 页码: 8703-8719
作者:
Wu, Jiarui
;
Bei, Naifang
;
Hu, Bo
;
Liu, Suixin
;
Zhou, Meng
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  |  
浏览/下载:5/0
  |  
提交时间:2020/06/05
Application of a Hybrid Model Based on Echo State Network and Improved Particle Swarm Optimization in PM2.5 Concentration Forecasting: A Case Study of Beijing, China
期刊论文
SUSTAINABILITY, 2019, 卷号: 11
作者:
Xu, Xinghan
;
Ren, Weijie
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
air quality
PSO
ESN
hybrid model
PM2
5 forecasting
sustainable development
A novel multi-factor & multi-scale method for PM2.5 concentration forecasting
期刊论文
Environmental pollution (Barking, Essex : 1987), 2019, 卷号: 255, 页码: 113187
作者:
Yuan Wenyan
;
Wang Kaiqi
;
Bo Xin
;
Tang Ling
;
Wu Junjie
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Air quality forecast
Big data
Meteorological factors
Multi-scale analysis
Multivariate empirical mode decomposition
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