TY - JOUR
T1 - Spatiotemporal characteristics of ozone and the formation sensitivity over the Fenwei Plain
AU - Ren, H.H.
AU - Cheng, Y.
AU - Wu, F.
AU - Gu, Z.L.
AU - Cao, J.J.
AU - Huang, Y.
AU - Xue, Y.G.
AU - Cui, L.
AU - Zhang, Y.W.
AU - Chow, J.C.
AU - Watson, J.G.
AU - Zhang, R.J.
AU - Lee, Shuncheng
AU - Wang, Y.L.
AU - Liu, S.
N1 - Funding Information:
This study was supported by the National Natural Science Foundation of China ( 41877308 ) and the Special Foundation for State Major Research Program ( 51478386 ) from the Ministry of Science and Technology , Beijing, China.
Funding Information:
This study was supported by the National Natural Science Foundation of China (41877308) and the Special Foundation for State Major Research Program (51478386) from the Ministry of Science and Technology, Beijing, China.
Publisher Copyright:
© 2023
PY - 2023/7/10
Y1 - 2023/7/10
N2 - High surface ozone (O3) levels affect human and environmental health. The Fenwei Plain (FWP), one of the critical regions for China's “Blue Sky Protection Campaign”, has reported severe O3 pollution. This study investigates the spatiotemporal properties and the causes of O3 pollution over the FWP using high-resolution data from the TROPOspheric Monitoring Instrument (TROPOMI) from 2019 to 2021. This study characterizes spatial and temporal variations in O3 concentration by linking O3 columns and surface monitoring using a trained deep forest machine learning model. O3 concentrations in summer were 2–3 times higher than those found in winter due to higher temperatures and greater solar irradiation. The spatial distributions of O3 correlate with the solar radiation showing decreased trends from the northeastern to the southwestern FWP, with the highest O3 values in Shanxi Province and the lowest in Shaanxi Province. For urban areas, croplands and grasslands, the O3 photochemistry in summer is NOx-limited or in the transitional regime, while it is VOC-limited in winter and other seasons. Reducing NOx emissions would be effective for decreasing O3 levels in summer, while VOC reductions are necessary for winter. The annual cycle in vegetated areas included both NOx-limited and transitional regimes, indicating the importance of NOx controls to protect ecosystems. The O3 response to limiting precursors shown here is of importance for optimizing control strategies and is illustrated by emission changes during the 2020 COVID-19 outbreak.
AB - High surface ozone (O3) levels affect human and environmental health. The Fenwei Plain (FWP), one of the critical regions for China's “Blue Sky Protection Campaign”, has reported severe O3 pollution. This study investigates the spatiotemporal properties and the causes of O3 pollution over the FWP using high-resolution data from the TROPOspheric Monitoring Instrument (TROPOMI) from 2019 to 2021. This study characterizes spatial and temporal variations in O3 concentration by linking O3 columns and surface monitoring using a trained deep forest machine learning model. O3 concentrations in summer were 2–3 times higher than those found in winter due to higher temperatures and greater solar irradiation. The spatial distributions of O3 correlate with the solar radiation showing decreased trends from the northeastern to the southwestern FWP, with the highest O3 values in Shanxi Province and the lowest in Shaanxi Province. For urban areas, croplands and grasslands, the O3 photochemistry in summer is NOx-limited or in the transitional regime, while it is VOC-limited in winter and other seasons. Reducing NOx emissions would be effective for decreasing O3 levels in summer, while VOC reductions are necessary for winter. The annual cycle in vegetated areas included both NOx-limited and transitional regimes, indicating the importance of NOx controls to protect ecosystems. The O3 response to limiting precursors shown here is of importance for optimizing control strategies and is illustrated by emission changes during the 2020 COVID-19 outbreak.
KW - Limiting precursors
KW - Ozone control optimization
KW - COVID
KW - Data mining
KW - Satellite air quality
UR - http://www.scopus.com/inward/record.url?scp=85152600695&partnerID=8YFLogxK
U2 - 10.1016/j.scitotenv.2023.163369
DO - 10.1016/j.scitotenv.2023.163369
M3 - Journal article
SN - 0048-9697
VL - 881
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 163369
ER -