Long-Term Spatiotemporal Characteristics and Influencing Factors of Dust Aerosols in East Asia (2000-2022)

被引:4
作者
Wang, Yanjiao [1 ]
Tang, Jiakui [1 ,2 ]
Wang, Wuhua [1 ]
Wang, Zhao [1 ]
Wang, Jiru [1 ]
Liang, Shunbo [3 ]
Chu, Bowen [1 ]
机构
[1] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[2] Univ Chinese Acad Sci, Beijing Yanshan Earth Crit Zone Natl Res Stn, Beijing 101408, Peoples R China
[3] Shandong Univ Sci & Technol, Coll Geodesy & Geomat, Qingdao 266000, Peoples R China
关键词
East Asia; dust aerosol optical depth; spatiotemporal changes; driving factors; OPTICAL DEPTH; CHINA; RETRIEVAL; EMISSIONS; SATELLITE; LEAD;
D O I
10.3390/rs16020318
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Taklamakan Desert Region (TDR) and the Gobi Desert Region (GDR) in East Asia significantly impact air quality, human health, and climate through dust aerosols. Utilizing the MERRA-2 dataset's long-term dust aerosol optical depth (DAOD) at 550 nm from 2000 to 2022, we systematically monitored the spatiotemporal dynamics of DAOD. Our analysis covered annual, seasonal, and monthly scales, employing geographical detector analyses to investigate the impact of eight factors on DAOD distribution. Over the 23-year period, the interannual variability in DAOD across East Asia was not pronounced, but a discernible decreasing trend was observed, averaging an annual decrease of -0.0002. The TDR had higher DAOD values (0.337) than the GDR (0.103). The TDR showed an average annual increase of 0.004, while the GDR exhibited an average annual decrease of -0.0003. The spatial distribution displayed significant seasonal variations, with peak values in spring, although the peak months varied between the TDR and GDR. The driving factor analysis revealed that relative humidity and soil moisture significantly impacted the DAOD spatial distribution in East Asia, which were identified as common driving factors for both the region and the major dust sources. Complex mechanisms influenced the variation in DAOD, with interactions between variables having a greater impact than individual effects. The geodetector-derived interaction q-value identified the collective impact of soil temperature and relative humidity (0.896) as having the highest impact on the spatial and temporal DAOD distribution. The overall spatial pattern exhibited a nonlinear enhancement trend, with the TDR and GDR showing bilinear enhancement patterns. These findings contribute to a better understanding of the factors influencing DAOD, offering a theoretical basis for atmospheric pollution control in East Asia.
引用
收藏
页数:22
相关论文
共 63 条
  • [1] Validation of MODIS C6.1 and MERRA-2 AOD Using AERONET Observations: A Comparative Study over Turkey
    Aldabash, Midyan
    Bektas Balcik, Filiz
    Glantz, Paul
    [J]. ATMOSPHERE, 2020, 11 (09)
  • [2] Temporal long-term variations in the occurrence of dust storm days in Iran
    Baghbanan, Parasto
    Ghavidel, Yousef
    Farajzadeh, Manuchehr
    [J]. METEOROLOGY AND ATMOSPHERIC PHYSICS, 2020, 132 (06) : 885 - 898
  • [3] Spatial analysis of spring dust storms hazard in Iran
    Baghbanan, Parasto
    Ghavidel, Yousef
    Farajzadeh, Manuchehr
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2020, 139 (3-4) : 1447 - 1457
  • [4] Berglee R., 2016, World regional geography: People, places, and globalization
  • [5] Seasonal variability in the origin of recent atmospheric mineral dust at NorthGRIP, Greenland
    Bory, AJM
    Biscaye, PE
    Svensson, A
    Grousset, FE
    [J]. EARTH AND PLANETARY SCIENCE LETTERS, 2002, 196 (3-4) : 123 - 134
  • [6] Analysis of the spatiotemporal evolution of the coastline of Jiaozhou Bay and its driving factors
    Cai, Haolin
    Li, Chengming
    Luan, Xueke
    Ai, Bo
    Yan, Luyan
    Wen, Zhen
    [J]. OCEAN & COASTAL MANAGEMENT, 2022, 226
  • [7] Satellites reveal Earth's seasonally shifting dust emission sources
    Chappell, Adrian
    Webb, Nicholas P.
    Hennen, Mark
    Schepanski, Kerstin
    Ciais, Philippe
    Balkanski, Yves
    Zender, Charles S.
    Tegen, Ina
    Zeng, Zhenzhong
    Tong, Daniel
    Baker, Barry
    Ekstroem, Marie
    Baddock, Matthew
    Eckardt, Frank D.
    Kandakji, Tarek
    Lee, Jeffrey A.
    Nobakht, Mohamad
    von Holdt, Johanna
    Leys, John F.
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 883
  • [8] Large contribution of meteorological factors to inter-decadal changes in regional aerosol optical depth
    Che, Huizheng
    Gui, Ke
    Xia, Xiangao
    Wang, Yaqiang
    Holben, Brent N.
    Goloub, Philippe
    Cuevas-Agullo, Emilio
    Wang, Hong
    Zheng, Yu
    Zhao, Hujia
    Zhang, Xiaoye
    [J]. ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (16) : 10497 - 10523
  • [9] China and India lead in greening of the world through land-use management
    Chen, Chi
    Park, Taejin
    Wang, Xuhui
    Piao, Shilong
    Xu, Baodong
    Chaturvedi, Rajiv K.
    Fuchs, Richard
    Brovkin, Victor
    Ciais, Philippe
    Fensholt, Rasmus
    Tommervik, Hans
    Bala, Govindasamy
    Zhu, Zaichun
    Nemani, Ramakrishna R.
    Myneni, Ranga B.
    [J]. NATURE SUSTAINABILITY, 2019, 2 (02) : 122 - 129
  • [10] Progress in Dust Modelling, Global Dust Budgets, and Soil Organic Carbon Dynamics
    Chen, Weixiao
    Meng, Huan
    Song, Hongquan
    Zheng, Hui
    [J]. LAND, 2022, 11 (02)