研究报告
赵旭辉,董昊,季冕,程龙,耿天召.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
合肥市O3污染时空变化特征及影响因素分析
- Analysis on the spatial-temporal distribution characteristics of O3 and its influencing factors in Hefei City
- 基金项目:国家科技支撑计划(No.2014BAC22B06);安徽省公益性研究联动计划项目(No.1704f0804056);安徽省省级环境保护科研项目(No.2016-04)
- 摘要:为掌握合肥市大气环境中O3的时空变化特征及其影响因素,对合肥市2013-2015年空气质量监测数据和气象参数进行系统的分析.结果表明,合肥市O3污染在夏、秋季节有逐渐加重的趋势,尤其是城市中心区域,呈显著的季节特征和日单峰性;O3易在风速小于3.3 m·s-1、相对湿度介于50%~60%、地面气压低于1020 hPa和日平均气温介于25~28℃的气象条件下出现浓度峰值;合肥市O3浓度与NO2和VOCs分别存在显著的负相关和正相关关系,其中,烯烃、烷烃、芳香烃和炔烃对O3生成潜势(OFP)的贡献值依次增大.O3浓度可通过前一日O3浓度、相对湿度、平均气温、PM2.5、当日8:00风速、平均气压及NO2等参数建立良好的统计预报模型,非标准化可决系数R2高达0.559.
- Abstract:The spatiotemporal distribution characteristics of ozone and its influencing factors were analyzed by air monitoring data and meteorological observation from 2013-2015 in Hefei. The results showed that the trend of the ozone pollution was aggravated gradually in summer and autumn, especially in the central area of urban. The daily variation of ozone concentration showed an obvious unimodal distribution, and the seasonal variation was also clear. The maximum value of ozone concentration appeared while the average wind speed was lower than 3.3 m·s-1, the relative humidity was higher than 50%, lower than 60%, the surface pressure was lower than 1020 hPa and the average daily temperature was higher than 25℃, lower than 28℃. The ozone concentration had a negative correlation with NO2, and a positive correlation with VOCs in Hefei. The contribution of alkene, alkane, aromatic hydrocarbon and alkyne to the OFP had an ascending tendency. The statistical forecast model of ozone concentration was established by choosing the previous daily concentration of ozone, relative humidity, mean temperature, PM2.5 concentration,wind speed at eight o'clock,mean pressure,NO2 concentration and other parameters. After the evaluation,the model prediction effect showed relatively good performance in the forecast of ozone (the non-standardization coefficient of determination R2=0.559).
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