2015-2023年四川省环境空气中污染物间关联分析及趋势预测OA
Correlation Analysis and Trend Prediction of Ambient Air Pollutants in Sichuan Province from 2015 to 2023
为全面落实四川省污染防治工作,进一步提升空气质量,文章通过统计2015-2023年四川省环境空气监测结果,展现了主要污染指标变化趋势;结合气温、降水量、污染排放以及社会经济数值,做出了相关性分析;同时利用SPSS26.0软件构建了时间序列模型,对2025年四川省PM2.5和优良天数率进行了预测.结果表明:2015-2023年全省NO2、PM10、PM2.5年均浓度均呈显著下降趋势,优良天数率较为波动,O3日最大8小时滑动平均值第90百分位数浓度变化不大.PM10、PM2.5高值易出现在温度相对较低,降水量少的时间段;O3高值易出现在温度较高,且降雨量不高的气象条件下.PM10和NO2相关性高,说明PM10中二次颗粒物可能主要来源于NO2在大气中的二次转化,硝酸盐是PM10的主要贡献源之一.NOx和颗粒物的总量减排措施是近年来全省NO2、PM10、PM2.5污染减轻的主要因素之一.经趋势预测,2025年PM2.5年均值为34 μg·m-3,优良天数率87.9%,需继续坚持精准治污、科学治污,空气质量才能得到持续改善.
In order to fully implement the pollution prevention and control work in Sichuan Province and further improve air quality,this paper presents the change trend of main pollution indicators through the statistics of ambient air monitoring re-sults in Sichuan Province from 2015 to 2023.The correlation analysis was made based on the temperature,precipitation,pollution discharge and socio-economic values.At the same time,a time series model was constructed based on SPSS26.0 software to forecast PM2.5 and good days rate in Sichuan Province in 2025.The results show that from 2015 to 2023,the av-erage annual concentration of NO2,PM10 and PM2.5 in the province showed a significant downward trend,the rate of good days fluctuated,and the 90 th percentile concentration of the maximum 8-hour sliding average of O3 day did not change much.The high values of PM10 and PM2.5 tend to appear in the time period when the temperature is relatively low and the precipitation is low.The high value of O3 is easy to occur under meteorological conditions with high temperature and low rainfall.PM10 and NO2 are highly correlated,Secondary particulate matter in PM10 may mainly originate from the secondary conversion of NO2 in the atmosphere,and nitrate is the major contributing source of PM10.The total emission reduction measures of NOx and particulate matter are one of the main factors for the reduction of NO2,PM10 and PM2.5 pollution in the province in recent years.According to the trend forecast,in 2025,the annual average PM2.5 is 34 μg·m-3,and the rate of good days is 87.9%.It is necessary to continue to adhere to accurate pollution control and scientific pollution control,and air quality can be continuously improved.
易灵;钟果;向秋实
四川省生态环境监测总站,四川成都 610000四川省生态环境监测总站,四川成都 610000四川省生态环境监测总站,四川成都 610000
资源环境
四川空气污染关联性分析趋势预测
sichuanair pollutionassociation analysistrend forecasting
《中国沼气》 2026 (3)
75-80,6
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