Long-Term Analysis of Aerosol Optical Depth over the Huaihai Economic Region (HER): Possible Causes and Implications

被引:7
作者
Shen, Yang [1 ]
Zhang, Lianpeng [1 ]
Fang, Xing [1 ]
Zhao, Zhuowen [2 ]
Li, Xing [1 ]
Wang, Jiahui [1 ]
Chai, Qi [1 ]
机构
[1] Jiangsu Normal Univ, Sch Geog Geomat & Planning, Xuzhou 221116, Jiangsu, Peoples R China
[2] Jiangsu Prov Bur Surveying Mapping & Geoinformat, Nanjing 210013, Jiangsu, Peoples R China
来源
ATMOSPHERE | 2018年 / 9卷 / 03期
基金
中国国家自然科学基金;
关键词
aerosol optical depth (AOD); Huaihai economic region; spatio-temporal variation; driving factors; MODIS; SPATIOTEMPORAL VARIATION; SPATIAL-DISTRIBUTION; TEMPORAL VARIATIONS; HAZE EPISODE; RIVER DELTA; CHINA; VARIABILITY; AERONET; IMPACT; URBAN;
D O I
10.3390/atmos9030093
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The quality of air is increasingly affecting regional climate and human activity. Collection 6 aerosol products retrieved from the Moderate-Resolution Imaging Spectroradiometer (MODIS) onboard the Terra satellite were validated based on CE-318 sun photometric data to analyze their applicability in the Huaihai economic region (HER) at the Xuzhou and Shouxian sites. The spatio-temporal variations of aerosol optical depth (AOD) were also analyzed over HER from 2000 to 2016, with analyses of the correlation with potential driving factors, including meteorology, vegetation and human factors. HER is an economic cooperation organization with multiple industrial structures, containing coal resource-based cities, a national transportation hub and agricultural and high-altitude areas, which shows regional differences in AOD. The results suggest that MODIS Terra AOD products show good agreement with ground observations, with correlation coefficients of above 0.84 in HER, and the main pollutants for high AOD values are fine particles (the mean Angstrom exponent was 1.16). The average annual change in AOD varied with a weak growth trend over the past 17 years, while a transition in 2012 made the tendency change from upward to downward due to the extensive cooperation of cities in the joint prevention and control of the deterioration of the ecological environment. The largest monthly mean AOD value appeared in June, which resulted from significant agricultural residue burning. The spatial distribution of multi-year average AOD occurred with a banded high-value center, extending from the north-west to the south-east. The high aerosol loadings were located in resource-based cities, and industrially developed and south-eastern coastal areas, whereas the regions with relatively low AOD in HER were distributed in the southern agricultural and northern high-altitude areas. The AOD value in the western, northern, and eastern coastal areas of HER showed a significant increasing trend, while no area exhibited a decreasing trend. The average wind speed has the largest negative correlation with the AOD value in terms of the natural driving factors, and GDP (gross domestic product) was more positively correlated with AOD with respect to the human factors, in comparison with population density.
引用
收藏
页数:19
相关论文
共 61 条
  • [1] Seasonal variability in aerosol optical depth over India: a spatio-temporal analysis using the MODIS aerosol product
    Acharya, Prasenjit
    Sreekesh, S.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (13) : 4832 - 4849
  • [2] THE PARAMETERS OF ATMOSPHERIC TURBIDITY
    ANGSTROM, A
    [J]. TELLUS, 1964, 16 (01): : 64 - 75
  • [3] [Anonymous], 2010, Atmos. Chem. Phys. Discuss., DOI [DOI 10.5194/ACPD-10-30731-2010, DOI 10.1175/JCLI-D-16-0758.1]
  • [4] [白淑英 Bai Shuying], 2012, [生态环境学报, Ecology and Environmental Sciences], V21, P1567
  • [5] Spatial and temporal characteristics of aerosol optical depth over East Asia and their association with wind fields
    Bao, Zhenhao
    Zhu, Chize
    Hulugalla, Ranatunge
    Gu, Junqiang
    Di, Guoqing
    [J]. METEOROLOGICAL APPLICATIONS, 2008, 15 (04) : 455 - 463
  • [6] Evaluation of MODIS aerosol retrieval algorithms over the Beijing-Tianjin-Hebei region during low to very high pollution events
    Bilal, Muhammad
    Nichol, Janet E.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2015, 120 (15) : 7941 - 7957
  • [7] Statistical intercomparison and validation of multisensory aerosol optical depth retrievals over three AERONET sites in Kenya, East Africa
    Boiyo, Richard
    Kumar, K. Raghavendra
    Zhao, Tianliang
    [J]. ATMOSPHERIC RESEARCH, 2017, 197 : 277 - 288
  • [8] CLIMATE FORCING BY ANTHROPOGENIC AEROSOLS
    CHARLSON, RJ
    SCHWARTZ, SE
    HALES, JM
    CESS, RD
    COAKLEY, JA
    HANSEN, JE
    HOFMANN, DJ
    [J]. SCIENCE, 1992, 255 (5043) : 423 - 430
  • [9] Chen Zhuo, 2016, Huanjing Kexue, V37, P2815, DOI [10.13227/j.hjkx.2016.08.001, 10.13277/j.hjkx.2016.08.001]
  • [10] Implications of East Asian summer and winter monsoons for interannual aerosol variations over central-eastern China
    Cheng, Xugeng
    Zhao, Tianliang
    Gong, Sunling
    Xu, Xiangde
    Han, Yongxiang
    Yin, Yan
    Tang, Lili
    He, Hongchang
    He, Jinhai
    [J]. ATMOSPHERIC ENVIRONMENT, 2016, 129 : 218 - 228