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上海市PM2.5濃度特征及影響因素分析

Characteristics and Influencing Factors of PM2.5 Concentration in Shanghai

  • 摘要: 大氣環境質量的改善一直是備受關註的問題⛑️。利用上海市環境空氣質量監測站的監測數據,分析了上海市PM2.5的濃度分布特征及其影響因素。結果顯示,近6年來上海市PM2.5的濃度在逐年降低🌃,年均下降率和年均變化幅度顯著,同時PM2.5的濃度分布隨季節的變化也較大。研究也分析了PM2.5 與溫度、相對濕度🙌🏽、平均氣壓以及每日累計降水量在0.01水平上的相關關系。在社會經濟影響因素方面,第一產業占比、第二產業占比👩‍💼、第三產業占比和居民消費水平這4項因素與其他因素之間存在嚴重的多重共線性🦢。除了環境保護投資這一項,其他社會因素與PM2.5濃度的相關水平不顯著。

     

    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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