College of Geography and Environment, Shandong Normal University, Jinan, 250358, China.
School of Geography and Environment, Jiangxi Normal University, Nanchang, 330022, Jiangxi, China.
Environ Sci Pollut Res Int. 2023 Sep;30(45):101522-101534. doi: 10.1007/s11356-023-29546-x. Epub 2023 Aug 31.
With the insidiously growing impact of urban development on the environment, the issue of air quality has attracted extensive attention nationally and globally. It is of great significance to study the influence of urbanization on air quality for the rational development of cities. MODIS-MAIAC (Moderate Resolution Imaging Spectroradiometer-Multi-Angle Implementation of Atmospheric Correction) Aerosol optical depth (AOD) product, DMSP/OLS (Defense Meteorological Satellite Program/Operational Linescan System) and NPP/VIIRS (Suomi National Polar-orbiting Partnership/Visible Infrared Imaging Radiometer Suite) night-light were used to explore the spatiotemporal variation and correlation between AOD and urbanization development before and after the promulgation of environmental governance policies in Jinan City from 2009 to 2018. Results show that (1) the spatial distribution of AOD in Jinan had the characteristics of high in the north and low in the south, high in the west and low in the east, and low in some parts of the central region; there was a significant seasonal variation in time, with the highest AOD in summer and the lowest in winter. During 2009-2013, the annual average variation of AOD increased by 20.6%, while during 2014-2018, it decreased by 35.3%; (2) The distribution of night-light in Jinan City has progressively expanded, mirroring the city's ongoing development. The spatial distribution of aerosols in urban areas was relatively low compared to the surrounding areas of the city. (3) From 2009 to 2013, there existed a significant positive correlation between the spatial and temporal distribution of AOD and night-light. However, from 2014 to 2018, with the implementation of environmental governance policies, this relationship shifted to a significant negative correlation between the spatial and temporal distribution of AOD and night-light. Through an analysis of the correlation between urban development and aerosol depth in Jinan City over the past decade, it can be concluded that urban development does not inevitably result in elevated AOD levels. Notably, the Jinan government has achieved remarkable results in controlling the atmospheric environment, as evidenced by recent years' improvements.
随着城市化进程对环境的影响日益加剧,空气质量问题已引起国内外广泛关注。研究城市化对空气质量的影响,对于城市的合理发展具有重要意义。本文利用 MODIS-MAIAC(中分辨率成像光谱仪-多角度大气校正实施)气溶胶光学厚度(AOD)产品、DMSP/OLS(国防气象卫星计划/操作线扫描系统)和 NPP/VIIRS(苏尼国家极地轨道伙伴关系/可见红外成像辐射计套件)夜间灯光数据,探讨了 2009 年至 2018 年济南市在颁布环境治理政策前后 AOD 与城市化发展的时空变化及其相关性。结果表明:(1)济南市 AOD 的空间分布呈现北部高、南部低,西部高、东部低,中部部分地区低的特点;时间上具有明显的季节性变化,夏季 AOD 最高,冬季最低。2009-2013 年,AOD 年平均值增加了 20.6%,而 2014-2018 年则下降了 35.3%;(2)济南市夜间灯光的分布逐渐扩大,反映了城市的持续发展。城市地区气溶胶的空间分布相对较低,与城市周围地区相比。(3)2009-2013 年,AOD 的时空分布与夜间灯光之间存在显著的正相关关系。然而,2014-2018 年,随着环境治理政策的实施,AOD 的时空分布与夜间灯光之间的关系转变为显著的负相关关系。通过分析过去十年济南市城市发展与气溶胶深度的相关性,可以得出结论,城市发展并不一定会导致 AOD 水平升高。值得注意的是,济南市政府在控制大气环境方面取得了显著成效,近年来空气质量有所改善。