Spatiotemporal changes of aerosol optical depth and its response to urbanization: a case study of Jinan City, China, 2009-2018

被引:0
作者
Zhang, Zeyu [1 ,2 ]
Zhou, Jun [3 ]
Liu, Jingzhe [1 ]
Liu, Xiaoqian [1 ]
Zhu, Yanwen [1 ]
Li, Huixuan [4 ]
Cui, Yurong [1 ]
机构
[1] Shandong Normal Univ, Coll Geog & Environm, Jinan 250358, Peoples R China
[2] Jiangxi Normal Univ, Sch Geog & Environm, Nanchang 330022, Jiangxi, Peoples R China
[3] Jinan Univ, Inst Groundwater & Earth Sci, Jinan 250022, Peoples R China
[4] Univ South Carolina, Arnold Sch Publ Hlth, Columbia, SC 29208 USA
关键词
Aerosol optical depth; urbanization; MODIS; DMSP/OLS; NPP/VIIRS; remote sensing; VIIRS NIGHTTIME LIGHT; TIME-SERIES; SATELLITE; IMPACT; DYNAMICS; IMAGERY;
D O I
10.1007/s11356-023-29546-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页码:101522 / 101534
页数:13
相关论文
共 32 条
  • [1] Evaluation and comparison of CMIP6 models and MERRA-2 reanalysis AOD against Satellite observations from 2000 to 2014 over China
    Ali, Md Arfan
    Bilal, Muhammad
    Wang, Yu
    Qiu, Zhongfeng
    Nichol, Janet E.
    de Leeuw, Gerrit
    Ke, Song
    Mhawish, Alaa
    Almazroui, Mansour
    Mazhar, Usman
    Habtemicheal, Birhanu Asmerom
    Islam, M. Nazrul
    [J]. GEOSCIENCE FRONTIERS, 2022, 13 (02)
  • [2] The impact of aerosols on solar ultraviolet radiation and photochemical smog
    Dickerson, RR
    Kondragunta, S
    Stenchikov, G
    Civerolo, KL
    Doddridge, BG
    Holben, BN
    [J]. SCIENCE, 1997, 278 (5339) : 827 - 830
  • [3] Doll CNH, 2000, AMBIO, V29, P157, DOI 10.1639/0044-7447(2000)029[0157:NTIAAT]2.0.CO
  • [4] 2
  • [5] Raman spectroscopy for profiling physical and chemical properties of atmospheric aerosol particles: A review
    Estefany, Cedeno
    Sun, Zhenli
    Hong, Zijin
    Du, Jingjing
    [J]. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2023, 249
  • [6] Spatio-temporal variation and impact factors analysis of satellite-based aerosol optical depth over China from 2002 to 2015
    He, Qingqing
    Zhang, Ming
    Huang, Bo
    [J]. ATMOSPHERIC ENVIRONMENT, 2016, 129 : 79 - 90
  • [7] Night on South Korea: Unraveling the Relationship between Urban Development Patterns and DMSP-OLS Night-Time Lights
    Kang, Mingyu
    Jung, Meen Chel
    [J]. REMOTE SENSING, 2019, 11 (18)
  • [8] Quantifying urban land use and impact on soils in Egypt using diurnal satellite imagery of the Earth surface
    Lawrence, WT
    Imhoff, ML
    Kerle, N
    Stutzer, D
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2002, 23 (19) : 3921 - 3937
  • [9] Study of Persistent Haze Pollution in Winter over Jinan (China) Based on Ground-Based and Satellite Observations
    Li, Hui
    Shi, Rui
    Jin, Shikuan
    Wang, Weiyan
    Fan, Ruonan
    Zhang, Yiqun
    Liu, Boming
    Zhao, Peitao
    Gong, Wei
    Zhao, Yuefeng
    [J]. REMOTE SENSING, 2021, 13 (23)
  • [10] Synergistic data fusion of multimodal AOD and air quality data for near real-time full coverage air pollution assessment
    Li, Ke
    Bai, Kaixu
    Li, Zhengqiang
    Guo, Jianping
    Chang, Ni-Bin
    [J]. JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2022, 302