Comprehensive Evaluation of Spatial Distribution and Temporal Trend of NO2, SO2 and AOD Using Satellite Observations over South and East Asia from 2011 to 2021

被引:2
|
作者
Rahman, Md Masudur [1 ,2 ]
Wang, Shuo [1 ]
Zhao, Weixiong [1 ]
Arshad, Arfan [3 ]
Zhang, Weijun [1 ]
He, Cenlin [4 ]
机构
[1] Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Lab Atmospher Physicochem, HFIPS, Hefei 230031, Anhui, Peoples R China
[2] Pabna Univ Sci & Technol, Dept Elect & Elect Engn, Pabna 6600, Bangladesh
[3] Oklahoma State Univ, Dept Biosyst & Agr Engn, Stillwater, OK 74075 USA
[4] Natl Ctr Atmospher Res NCAR, Res Applicat Lab, Boulder, CO 80307 USA
关键词
nitrogen dioxide (NO2); sulfur dioxide (SO2); aerosol optical depth (AOD); South and East Asia; satellite data; RETRIEVAL ALGORITHM; TROPOSPHERIC NO2; NITROGEN-DIOXIDE; SULFUR-DIOXIDE; AEROSOL; CHINA; EMISSIONS; TRANSPORT; SURFACE; IMPACT;
D O I
10.3390/rs15205069
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The past decade has witnessed remarkable economic development, marked by rapid industrialization and urbanization across Asian regions. This surge in economic activity has led to significant emissions, resulting in alarming levels of air pollution. Our study comprehensively assessed the spatial and temporal trends of key pollutants, namely nitrogen dioxide (NO2), sulfur dioxide (SO2), and aerosol (using aerosol optical depth (AOD) at 550 nm as an indicator), from 2011 to 2021. The data sources utilized include OMI onboard the Aura satellite for NO2 and SO2, as well as MODIS onboard Terra and Aqua satellites for AOD. The results from spatial and temporal trend analyses of the three parameters show that there is a clear declining trend over China and Republic of Korea (e.g., NO2 is declining with an overall rate of -7.8 x 10(12) molecules/cm(2)/year over China) due to the strict implementation of air pollution control policies. However, it is essential to note that both countries still grapple with substantial pollution levels, with proportions exceeding 0.5, indicating that air quality is improving but has not yet reached a safe threshold. In contrast, South Asian regions, including Bangladesh, Pakistan, and India, are experiencing an increasing trend (e.g., NO2 is increasing with an overall rate of 1.2 x 10(12) molecules/cm(2)/year in Bangladesh), primarily due to the lack of rigorous air pollution control policies. The average emissions of NO2 and SO2 were remarkably higher in winter than in summer. Notably, the identified hotspots are statistically significant and predominantly coincide with densely populated areas, such as the North China Plain (NCP). Furthermore, this study underscores the pivotal role of sector-wise emissions in air quality monitoring and improvement. Different cities are primarily influenced by emissions from specific sectors, emphasizing the need for targeted pollution control measures. The findings presented in this research contribute valuable insights to the air quality monitoring and improvement efforts in East and South Asian regions.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Spatial and temporal distribution of NO2 and SO2 in Inner Mongolia urban agglomeration obtained from satellite remote sensing and ground observations
    Zheng, Caiwang
    Zhao, Chuanfeng
    Li, Yanping
    Wu, Xiaolin
    Zhang, Kaiyang
    Gao, Jing
    Qiao, Qi
    Ren, Yuanzhe
    Zhang, Xin
    Chai, Fahe
    ATMOSPHERIC ENVIRONMENT, 2018, 188 : 50 - 59
  • [2] Understanding the Trend of NO2, SO2 and CO over East Africa from 2005 to 2020
    Opio, Ronald
    Mugume, Isaac
    Nakatumba-Nabende, Joyce
    ATMOSPHERE, 2021, 12 (10)
  • [3] Temporal-Spatial Variations of Tropospheric SO2 over China Using SCIAMACHY Satellite Observations
    Xu, Xiaohua
    Jiang, Hong
    Wang, Yueqi
    Zhang, Xiuying
    2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, 2010,
  • [4] Satellite (SCIAMACHY) Measurements of Tropospheric SO2 and NO2: Seasonal Trends of SO2 and NO2 Levels over Northeast Asia in 2006
    Lee, Chulkyu
    Richter, Andreas
    Burrows, John P.
    Kim, Young J.
    JOURNAL OF KOREAN SOCIETY FOR ATMOSPHERIC ENVIRONMENT, 2008, 24 (02) : 176 - 188
  • [5] Impact Assessment of COVID-19 on Variations of SO2, NO2, CO and AOD over East China
    Filonchyk, Mikalai
    Hurynovich, Volha
    Yan, Haowen
    Gusev, Andrei
    Shpilevskaya, Natallia
    AEROSOL AND AIR QUALITY RESEARCH, 2020, 20 (07) : 1530 - 1540
  • [6] The spatial distribution characteristics and ground-level estimation of NO2 and SO2 over Huaihe River Basin and Shanghai based on satellite observations
    Zhang, Deying
    Zhou, Yunyun
    Zheng, Lan
    Shi, Runhe
    Chen, Maosi
    REMOTE SENSING AND MODELING OF ECOSYSTEMS FOR SUSTAINABILITY XV, 2018, 10767
  • [7] Satellite-Derived Correlation of SO2, NO2, and Aerosol Optical Depth with Meteorological Conditions over East Asia from 2005 to 2015
    Lin, Chin-An
    Chen, Yi-Chun
    Liu, Chian-Yi
    Chen, Wei-Ting
    Seinfeld, John H.
    Chou, Charles C. -K.
    REMOTE SENSING, 2019, 11 (15)
  • [8] Study on the Temporal and Spatial Distribution of Atmospheric SO2 and NO2 in Huainan Observed by Lidar
    Liu Linlin
    Yang Jie
    Huang Jian
    Yuan Ke'e
    Yin Kaixin
    Hu Shunxing
    FIFTH CONFERENCE ON FRONTIERS IN OPTICAL IMAGING TECHNOLOGY AND APPLICATIONS (FOI 2018), 2018, 10832
  • [9] Natural and anthropogenic contributions to long-term variations of SO2, NO2, CO, and AOD over East China
    Kang, Hanqing
    Zhu, Bin
    van der A, Ronald J.
    Zhu, Chunmao
    de Leeuw, Gerrit
    Hou, Xuewei
    Gao, Jinhui
    ATMOSPHERIC RESEARCH, 2019, 215 : 284 - 293
  • [10] SO2 columns over China: Temporal and spatial variations using OMI and GOME-2 observations
    Yan Huanhuan
    Chen Liangfu
    Su Lin
    Tao Jinhua
    Yu Chao
    35TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT (ISRSE35), 2014, 17