Spatiotemporal impact of COVID-19 on Taiwan air quality in the absence of a lockdown: Influence of urban public transportation use and meteorological conditions

The unprecedented outbreak of COVID-19 significantly improved the atmospheric environment for lockdown-imposed regions; however, scant evidence exists on its impacts on regions without lockdown. A novel research framework is proposed to evaluate the long-term monthly spatiotemporal impact of COVID-1...

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Bibliographic Details
Main Authors: Chang, J.H.-H (Author), Chiueh, P.-T (Author), Homma, R. (Author), Li, H.-H (Author), Maneechot, L. (Author), Nik Sulaiman, N.M (Author), Ooi, M.C.G (Author), Shimizu, Y. (Author), Shiu, H.-Y (Author), Wong, Y.J (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2022
Subjects:
Online Access:View Fulltext in Publisher
LEADER 03522nam a2200457Ia 4500
001 10.1016-j.jclepro.2022.132893
008 220718s2022 CNT 000 0 und d
020 |a 09596526 (ISSN) 
245 1 0 |a Spatiotemporal impact of COVID-19 on Taiwan air quality in the absence of a lockdown: Influence of urban public transportation use and meteorological conditions 
260 0 |b Elsevier Ltd  |c 2022 
856 |z View Fulltext in Publisher  |u https://doi.org/10.1016/j.jclepro.2022.132893 
520 3 |a The unprecedented outbreak of COVID-19 significantly improved the atmospheric environment for lockdown-imposed regions; however, scant evidence exists on its impacts on regions without lockdown. A novel research framework is proposed to evaluate the long-term monthly spatiotemporal impact of COVID-19 on Taiwan air quality through different statistical analyses, including geostatistical analysis, change detection analysis and identification of nonattainment pollutant occurrence between the average mean air pollutant concentrations from 2018–2019 and 2020, considering both meteorological and public transportation impacts. Contrary to lockdown-imposed regions, insignificant or worsened air quality conditions were observed at the beginning of COVID-19, but a delayed improvement occurred after April in Taiwan. The annual mean concentrations of PM10, PM2.5, SO2, NO2, CO and O3 in 2020 were reduced by 24%, 18%, 15%, 9.6%, 7.4% and 1.3%, respectively (relative to 2018–2019), and the overall occurrence frequency of nonattainment air pollutants declined by over 30%. Backward stepwise regression models for each air pollutant were successfully constructed utilizing 12 meteorological parameters (R2 > 0.8 except for SO2) to simulate the meteorological normalized business-as-usual concentration. The hybrid single-particle Lagrangian integrated trajectory (HYSPLIT) model simulated the fate of air pollutants (e.g., local emissions or transboundary pollution) for anomalous months. The changes in different public transportation usage volumes (e.g., roadway, railway, air, and waterway) moderately reduced air pollution, particularly CO and NO2. Reduced public transportation use had a more significant impact than meteorology on air quality improvement in Taiwan, highlighting the importance of proper public transportation management for air pollution control and paving a new path for sustainable air quality management even in the absence of a lockdown. © 2022 Elsevier Ltd 
650 0 4 |a Absence of lockdown 
650 0 4 |a Air pollutants 
650 0 4 |a Air quality 
650 0 4 |a COVID-19 
650 0 4 |a Hybrid single-particle lagrangian integrated trajectory 
650 0 4 |a HYSPLIT 
650 0 4 |a Lagrangian 
650 0 4 |a Meteorological condition 
650 0 4 |a Meteorological normalization 
650 0 4 |a Nitrogen oxides 
650 0 4 |a Non-attainment 
650 0 4 |a Public transportation 
650 0 4 |a Quality control 
650 0 4 |a Quality management 
650 0 4 |a Regression analysis 
650 0 4 |a Single-particle 
650 0 4 |a Urban public transportations 
650 0 4 |a Urban transportation 
700 1 |a Chang, J.H.-H.  |e author 
700 1 |a Chiueh, P.-T.  |e author 
700 1 |a Homma, R.  |e author 
700 1 |a Li, H.-H.  |e author 
700 1 |a Maneechot, L.  |e author 
700 1 |a Nik Sulaiman, N.M.  |e author 
700 1 |a Ooi, M.C.G.  |e author 
700 1 |a Shimizu, Y.  |e author 
700 1 |a Shiu, H.-Y.  |e author 
700 1 |a Wong, Y.J.  |e author 
773 |t Journal of Cleaner Production