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卢江涛,彭章娥,刘琳. 上海市PM2.5浓度特征及影响因素分析[J]. 应用技术学报,2022,22(1):61-66.. DOI: 10.3969/j.issn.2096-3424.2022.01.008
引用本文: 卢江涛,彭章娥,刘琳. 上海市PM2.5浓度特征及影响因素分析[J]. 应用技术学报,2022,22(1):61-66.. DOI: 10.3969/j.issn.2096-3424.2022.01.008
LU Jiangtao, PENG Zhang’e, LIU Lin. Characteristics and Influencing Factors of PM2.5 Concentration in Shanghai[J]. Journal of Technology, 2022, 22(1): 61-66. DOI: 10.3969/j.issn.2096-3424.2022.01.008
Citation: LU Jiangtao, PENG Zhang’e, LIU Lin. Characteristics and Influencing Factors of PM2.5 Concentration in Shanghai[J]. Journal of Technology, 2022, 22(1): 61-66. DOI: 10.3969/j.issn.2096-3424.2022.01.008

上海市PM2.5浓度特征及影响因素分析

Characteristics and Influencing Factors of PM2.5 Concentration in Shanghai

  • 摘要: 大气环境质量的改善一直是备受关注的问题。利用上海市环境空气质量监测站的监测数据,分析了上海市PM2.5的浓度分布特征及其影响因素。结果显示,近6年来上海市PM2.5的浓度在逐年降低,年均下降率和年均变化幅度显著,同时PM2.5的浓度分布随季节的变化也较大。研究也分析了PM2.5 与温度、相对湿度、平均气压以及每日累计降水量在0.01水平上的相关关系。在社会经济影响因素方面,第一产业占比、第二产业占比、第三产业占比和居民消费水平这4项因素与其他因素之间存在严重的多重共线性。除了环境保护投资这一项,其他社会因素与PM2.5浓度的相关水平不显著。

     

    Abstract: The improvement of atmospheric environmental quality has always been a matter of concern. Using the monitoring data of Shanghai air quality monitoring station, the concentration distribution characteristics and influencing factors of PM2.5 in shanghai is analysed. The results show that the PM2.5 concentration in Shanghai has been decreasing in the past six years, with an obvious average annual decrease rate and an average annual change range. At the same time, the concentration distribution of PM2.5 also varies with the seasons. This paper also analyzed the correlation between PM2.5 and temperature, relative humidity, average air pressure and daily accumulated precipitation at the level of 0.01. In terms of social and economic influencing factors, there is a serious multicollinearity between the proportion of primary industry, secondary industry, tertiary industry and residents' consumption level and other factors. Except for environmental protection investment, other social factors have no significant correlation with PM2.5 concentration.

     

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