Affiliation:
1. Centre de Météorologie Radar, Météo-France, 31100 Toulouse, France
2. Korea Institute of Civil Engineering and Building Technology, Goyang-si 10223, Korea
3. Faculty of Engineering, Hokkaido University, N13 W8, Kita-ku, Sapporo 060-8628, Japan
Abstract
Air pollution is a serious challenge in South Korea and worldwide, and negatively impacts human health and mortality rates. To assess air quality and the spatiotemporal characteristics of atmospheric particulate matter (PM), PM concentrations were compared with meteorological conditions and the concentrations of other airborne pollutants over South Korea from 2015 to 2020, using different linear and non-linear models such as linear regression, generalized additive, and multivariable linear regression models. The results showed that meteorological conditions played a significant role in the formation, transportation, and deposition of air pollutants. PM2.5 levels peaked in January, while PM10 levels peaked in April. Both were at their lowest levels in July. Further, PM2.5 was the highest during winter, followed by spring, autumn, and summer, whereas PM10 was the highest in spring followed by winter, autumn, and summer. PM concentrations were negatively correlated with temperature, relative humidity, and precipitation. Wind speed had an inverse relationship with air quality; zonal and vertical wind components were positively and negatively correlated with PM, respectively. Furthermore, CO, black carbon, SO2, and SO4 had a positive relationship with PM. The impact of transboundary air pollution on PM concentration in South Korea was also elucidated using air mass trajectories.
Funder
Ministry of Science and ICT
Subject
General Earth and Planetary Sciences
Reference51 articles.
1. Atmospheric composition change–global and regional air quality;Monks;Atmos. Environ.,2009
2. The characteristics of abnormal wintertime pollution events in the Jing-Jin-Ji region and its relationships with meteorological factors;Zhu;Sci. Total Environ.,2018
3. Recent increase of surface particulate matter concentrations in the Seoul Metropolitan Area, Korea;Kim;Sci. Rep.,2017
4. Kliengchuay, W., Cooper Meeyai, A., Worakhunpiset, S., and Tantrakarnapa, K. (2018). Relationships between meteorological parameters and particulate matter in Mae Hong Son Province, Thailand. Int. J. Environ. Res. Public Health., 15.
5. Effect of meteorology on the atmospheric concentrations of traffic-related pollutants in Erzurum, Turkey;Ocak;J. Int. Environ. Appl. Sci.,2008