Hourly PM2. 5 concentration forecasting based on mode decomposition-recombination technique and ensemble learning approach in severe haze episodes of China

W Sun, Z Li - Journal of Cleaner Production, 2020 - Elsevier
severe haze episodes in China. In this paper, a novel model for hourly PM 2.5 concentration
prediction during severe haze episodes … into high concentration PM 2.5 forecasting. Firstly, …

Cause and predictability for the severe haze pollution in downtown Beijing in November–December 2015

Z Zhang, D Gong, R Mao, SJ Kim, J Xu, X Zhao… - Science of the Total …, 2017 - Elsevier
… almost failed to predict the extremely severe haze pollution from the two episodes due to
their … technique for the daily and hourly PM 2.5 concentration (or haze pollution) forecasts in …

Applying the anomaly-based weather analysis on Beijing severe haze episodes

W Qian, J Huang - Science of the total environment, 2019 - Elsevier
… and predict weather extremes. Thus, in this study, the same method was also applied to
analyze ten severe haze episodes … and locate severe smog cases with the PM 2.5 concentration

A Long‐Term Prediction Model of Beijing Haze Episodes Using Time Series Analysis

X Yang, Z Zhang, Z Zhang, L Sun… - Computational …, 2016 - Wiley Online Library
… (particulate matters less than 2.5 μm in aerodynamic diameter), and the concentration of …
component in most severe haze episodes in China [17]. A typical way of haze prediction is to …

Analysis of meteorology and emission in haze episode prevalence over mountain-bounded region for early warning

NTK Oanh, K Leelasakultum - Science of the Total Environment, 2011 - Elsevier
… in the northwestern Thailand to provide early warning and prediction. … The most severe haze
episodes were observed in March … Thus, only PM 10 mass concentrations were used in our …

Exacerbation of PM2. 5 concentration due to unpredictable weak Asian dust storm: A case study of an extraordinarily long-lasting spring haze episode in Seoul, Korea

K Shim, MH Kim, HJ Lee, T Nishizawa, A Shimizu… - Atmospheric …, 2022 - Elsevier
Severe haze episodes have occurred frequently … concentrations during high PM 2.5 haze
episodes have not been accurately predicted and alerted by most air quality forecasting models…

Deteriorating haze situation and the severe haze episode during December 18–25 of 2013 in Xi'an, China, the worst event on record

X Liu, Y Hui, ZY Yin, Z Wang, X Xie, J Fang - Theoretical and Applied …, 2016 - Springer
… In the following, we conduct a case study on the most severe haze episode recorded thus
far … exceptionally high level of PM 2.5 concentration was the direct cause of this severe haze

A modeling study of PM2. 5 transboundary transport during a winter severe haze episode in southern Yangtze River Delta, China

Y Yu, H Xu, Y Jiang, F Chen, X Cui, J He, D Liu - Atmospheric Research, 2021 - Elsevier
… Another important factor influencing the accurate reproduction of the aerosol concentration
is the prediction of the vertical temperature profile which is closely associated with the …

Insights into a historic severe haze event in Shanghai: synoptic situation, boundary layer and pollutants

C Leng, J Duan, C Xu, H Zhang, Y Wang… - Atmospheric …, 2016 - acp.copernicus.org
… and evolution of regional haze events for useful information to forecast and reduce … size
spectra and integrating particle sizeresolved number concentrations (NCN). NCN showed an ev…

Characterization of multiple atmospheric pollutants during haze and non-haze episodes in Beijing, China: Concentration, chemical components and transport flux …

H Zhang, Y Xing, S Cheng, X Wang, P Guan - Atmospheric Environment, 2021 - Elsevier
… Additionally, the RAEs were the most serious pollution episodes during the HPEs with the
NR-PM 1 concentration reaching 336.4 μg m −3 at 0:00 on December 20, which was 3.9 times …