Impact of meteorological factors and precursors on spatial distribution of ozone concentration in Eastern China
HUANG Xiao-gang1,2, SHAO Tian-jie2, ZHAO Jing-bo2,3, CAO Jun-ji3, YUE Da-peng2
1. College of Geographical Sciences, Shanxi Normal University, Linfen 041004, China;
2. School of Geography and Tourism, Shaanxi Normal University, Xi'an 710119, China;
3. Key Laboratory of Aerosol Chemistry and Physics, Institute of Earth Environment, Chinese Academy of Sciences, Xi'an 710061, China
Based on the methods of gravity center model, spatial autocorrelation analysis and geographical detector, this paper studied the spatial and temporal distribution of ozone concentration in Eastern China in 2016, revealed the impact of meteorological factors and precursors on the spatial distribution and evolution of ozone concentration. The results showed that:1) Average monthly concentration of ozone went through three phases in Eastern China in 2016, rising gradually from January to March before reaching a fluctuating stage from April to September, it came to a decreasing phrase later from October to December. Ozone pollution was mainly witnessed at the second phase, which contributed 96 percent of the yearly ozone pollution. 2) Mainly affected by meteorological factors, namely lower precipitation, lower relative humidity and longer sunshine duration in the northern part of Eastern China, the annual ozone concentration of northern part was higher than that of southern part in Eastern China in general. Beside, pollution centers in core cities of urban agglomerations generated because of precursors, which was a significant factor of the yearly average ozone concentration distribution. 3) Spatial distribution of ozone concentration went through a higher-in-the-north pattern to the higher-in-the-south pattern in 2016. The monthly gravity center of ozone concentration was moving to the north from January to June, reaching its northernmost point in June. The higher-in-the-north pattern was at its most significant phase at that time, the highest point of pollution level was reached in Bohai Rim region. Then it moved backward to south until December when the southernmost point was reached, during which the distribution pattern was transforming into the higher-in-the-south pattern. During rainy season (from March to September), the spatial distribution of ozone concentration was mainly impacted by precipitation and relative humidity compared with a major impact by temperature in the rest of months. 4) Precursors worked with meteorological factors. A stronger photoreaction, as a result of rising temperature, positively magnified the impact of precursors while the decreasing temperature weakened photoreaction, which, as a result, may promote ozone consumption.
Wang Y, Hopke P K, Xia X, et al. Source apportionment of airborne particulate matter using inorganic and organic species as tracers[J]. Atmospheric Environment, 2012,55(3):525-532.
[2]
Sillman S. The relation between ozone, NOx and hydrocarbons in urban and polluted rural environments[J]. Atmospheric Environment, 1999,12(33):1821-1845
[3]
宋从波,李瑞芃,何建军,等.河北廊坊市区大气中NO、NO2和O3污染特征研究[J]. 中国环境科学, 2016,36(10):2903-2912.Song C B, Li R P, He J J, et al. Analysis of pollution characteristics of NO, NO2 and O3 at urban area of Langfang, Hebei[J]. China Environmental Science, 2016,36(10):2903-2912.
[4]
赵旭辉,董昊,季冕,等.合肥市O3污染时空变化特征及影响因素分析[J]. 环境科学学报, 2018,38(2):649-660.Zhao X H, Dong H, Ji M, et al. Analysis on the spatial-temporal distribution characteristics of O3 and its influencing factors in Hefei City[J]. Acta Scientiae Circumstantiae, 2018,38(2):649-660.
[5]
齐冰,牛彧文,杜荣光,等.杭州市近地面大气臭氧浓度变化特征分析[J]. 中国环境科学, 2017,37(2):443-451.Qi B, Niu Y W, Du R G, et al. Characteristics of surface ozone concentration in urban site of Hangzhou[J]. China Environmental Science, 2017,37(2):443-451.
[6]
Wang T, Xue L, Brimblecombe P, et al. Ozone pollution in China:A review of concentrations, meteorological influences, chemical precursors, and effects[J]. Science of the Total Environment, 2016, 575:1582-1596.
[7]
Wei W, Lv Z, Cheng S, et al. Characterizing ozone pollution in a petrochemical industrial area in Beijing, China:a case study using a chemical reaction model[J]. Environmental Monitoring & Assessment, 2015,187(6):1-10.
[8]
Geng F, Tie X, Xu J, et al. Characterizations of ozone, NOx, and VOCs measured in Shanghai, China[J]. Atmospheric Environment, 2008, 42(29):6873-6883.
[9]
Cheng H, Guo H, Wang X, et al. On the relationship between ozone and its precursors in the Pearl River Delta:application of an observation-based model (OBM)[J]. Environmental Science & Pollution Research, 2010,17(3):547-560.
[10]
Song J, Lei W, Bei N, et al. Ozone response to emission changes:a modeling study during the MCMA-2006/MILAGRO Campaign[J]. Atmospheric Chemistry and Physics, 2010,10(8):3827-3846
[11]
Kang D, Hogrefe C, Foley K L, et al. Application of the Kolmogorov-Zurbenko filter and the decoupled direct 3D method for the dynamic evaluation of a regional air quality model[J]. Atmospheric Environment, 2013,80(23):58-69.
[12]
Xue L K, Wang T, Gao J, et al. Ground-level ozone in four Chinese cities:precursors, regional transport and heterogeneous processes[J]. Atmospheric Chemistry and Physics, 2014,14(23):13175-13188.
[13]
Jacob D J, Horowitz L W, Munger J W, et al. Seasonal transition from NOx-to hydrocarbon-limited conditions for ozone production over the eastern United States in September[J]. Journal of Geophysical Research Atmospheres, 1995,100(D5):9315-9324.
[14]
Wang X, Zhang Y, Hu Y, et al. Decoupled direct sensitivity analysis of regional ozone pollution over the Pearl River Delta during the PRIDE-PRD2004campaign[J]. Atmospheric Environment, 2011,45(28):4941-4949.
[15]
安俊琳.北京大气臭氧浓度变化特征及其形成机制研究[D]. 南京:南京信息工程大学, 2007.An J L. Study on the variation characteristics of surface ozone concentrations and its production in Beijing[D]. Nanjing:Nanjing University of Information Science & Technology, 2007.
[16]
GB3095-2012环境空气质量标准[S].GB3095-2012 Ambient air quality standards[S].
[17]
何斌,梅士龙,陆琛莉,等.MEIC排放清单在空气质量模式中的应用研究[J]. 中国环境科学, 2017,37(10):3658-3668.He B, Mei S L, Lu C L, et al. The application of MEIC emission inventory in air quality model[J]. China Environmental Science, 2017, 37(10):3658-3668.
[18]
周亮,周成虎,杨帆,等.2000~2011年中国PM2.5时空演化特征及驱动因素解析[J]. 地理学报, 2017,72(11):2079-2092.Zhou L, Zhou C H, Yang F, et al. Analysis of temporal and spatial evolution characteristics and driving factors of PM2.5 in China from 2000 to 2011[J]. Acta Geographica Sinica, 2017,72(11):2079-2092.
[19]
Tobler W R. A computer movie simulating urban growth in the Detroit region[J]. Economic Geography, 1970,46(2):234-240.
[20]
黄小刚,赵景波.2016年长三角城市群O3浓度的时空变化规律[J]. 中国环境科学, 2018,38(10):3611-3620.Huang X G, Zhao J B. Spatial-temporal variation of ozone in Yangtze River Delta urban agglomeration in 2016[J]. China Environmental Science, 2018,38(10):3611-3620.
[21]
刘海猛,方创琳,黄解军,等.京津冀城市群大气污染的时空特征与影响因素解析[J]. 地理学报, 2018,73(1):177-191.Liu H M, Fang C L, Huang J J, et al. The spatial-temporal characteristics and influencing factors of air pollution in Beijing-Tianjin-Hebei urban agglomeration[J]. Acta Geographica Sinica, 2018,73(1):177-191.
[22]
金贵,邓祥征,赵晓东,等.2005~2014年长江经济带城市土地利用效率时空格局特征[J]. 地理学报, 2018,73(7):1242-1252.Jin G, Deng X Z, Zhao X D, et al. Spatio-temporal patterns of urban land use efficiency in the Yangtze River Economic Zone during 2005~2014[J]. Acta Geographica Sinica, 2018,73(7):1242-1252.
[23]
王劲峰,徐成东.地理探测器:原理与展望[J]. 地理学报, 2017, 72(1):116-134.Wang J F, Xu C D. Geodetector:Principle and prospective[J]. Acta Geographica Sinica, 2017,72(1):116-134.
[24]
Wang J F, Li X H, Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun region, China[J]. International Journal of Geographical Information Science, 2010,24(1):107-127.
[25]
程麟钧,王帅,宫正宇,等.京津冀区域臭氧污染趋势及时空分布特征[J]. 中国环境监测, 2017,33(1):14-21.Cheng L J, Wang S, Gong Z Y, et al. Pollution trends of ozone and its characteristics of temporal and spatial distribution in Beijing-Tianjin-Hebei region[J]. Environmental Monitoring in China, 2017, 33(1):14-21.
[26]
黄小刚,赵景波,曹军骥,等.中国城市O3浓度时空变化特征及驱动因素[J]. 环境科学, 2019,40(3):1120-1131.Huang X G, Zhao J B, Cao J J, et al. Spatial-temporal variation of ozone concentration and its driving factors in China[J]. Environmental Science, 2019,40(3):1120-1131.
[27]
刘建,吴兑,范绍佳,等.前体物与气象因子对珠江三角洲臭氧污染的影响[J]. 中国环境科学, 2017,37(3):813-820.Liu J, Wu D, Fan S J, et al. Impacts of precursors and meteorological factors on ozone pollution in Pearl River Delta[J]. China Environmental Science, 2017,37(3):813-820.