- 期刊
- OpenAccess
Ozone in China: Spatial Distribution and Leading Meteorological Factors Controlling O_3 in 16 Chinese Cities
摘要
Tropospheric ozone (O_3) is one of the major air pollutants in China. This paper examined the O_3 concentration in 16 important Chinese cities including 7 megacities and developed a statistical model named Generalized Additive Model (GAM) as a function of different factors to estimate the maximum daily 8 h (MDA8) O_3 during 2014-2016 and how the leading factors impacts O_3. We found that: (1) Three seasonal patterns of O_3 have been summarized in the spatial-temporal analysis and summer is the highest season in most of the cities. (2) GAM performs very well that it can capture 43-90% of daily O_3 variations. (3) DOY (day of year) and 6 meteorological factors of daily average relative humidity at 1000 mb, daily maximum temperature at 2 m, daily average zonal wind speed at 700 mb, distance of trajectory back 12-hour, surface pressure and geopotential height at 500 mb are sensitive for all 16 cities. The sequence of the leading factors is the same in each group respectively (3 group categories: Beijing, Shijiazhuang and Kunming; Harbin, Hohhot and Dalian; Chengdu and Wuhan). The other 8 cities have different leading factor combination. (4) HYSPLIT back trajectory data can help us to know the importance of transport direction for O_3 concentration in Beijing and other three coastal cities Dalian, Shanghai and Guangzhou. (5) During the Beijing ＂Parade Blue＂ period in the summer of 2015, NO2 was reduced by 44.6% but O_3 was only reduced by 15.7%. Most of these O_3 changes can be explained by meteorological variations such as wind direction and air temperature.
延伸閱讀
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