• DocumentCode
    3298538
  • Title

    Forecasting air quality by integration of satellite data and hysplit trajectory model

  • Author

    Guang, Jie ; Xue, Yong ; Mei, Linlu ; Li, Yingjie ; Wang, Ying ; Xu, Hui ; Guo, JianPing

  • Author_Institution
    Inst. of Remote Sensing Applic., State Key Lab. of Remote Sensing Sci., Chinese Acad. of Sci., Beijing, China
  • fYear
    2010
  • fDate
    25-30 July 2010
  • Firstpage
    2773
  • Lastpage
    2776
  • Abstract
    This paper describes a case study of satellite data integrated with HYSPLIT forward-trajectory model to forecast air quality in regional scale. During mid-October 2009, a severe haze event occurs in eastern China. With the help of HYSPLIT Trajectory Model, a 24-hr, 48-hr and 72-hr forward trajectory from three regions with high aerosol optical depth (AOD) values were created. Forward trajectories were mapped on geospatial MODIS Terra AOD data to apply the integrate method. The spread direction described by trajectory lines matches the AOD maps quite well. Haze from Hebei province rapidly spread to Shangdong province, then spread to Bohai Bay. Haze from Hubei province rapidly spread to the Anhui province, then spread to Jiangsu province, and finally spread to Yellow Sea. Haze from Guangdong province spread to southwest just as the trajectory lines show. Results show that this integrated satellite data with forward trajectory analysis is a promising technique for improving air quality forecasts.
  • Keywords
    air pollution; forecasting theory; remote sensing; AOD maps; Anhui province; Bohai Bay; Guangdong province; HYSPLIT forward-trajectory model; Hebei province; Jiangsu province; Shangdong province; Yellow Sea; air quality forecasting; eastern China; forecasting air quality; forward trajectory analysis; geospatial MODIS Terra AOD data; haze event; high aerosol optical depth values; integrate method; integrated satellite data; regional scale; spread direction; time 24 hr; time 48 hr; time 72 hr; trajectory lines; Aerosols; Atmospheric modeling; Biological system modeling; MODIS; Monitoring; Satellites; Trajectory; Aerosol optical depth (AOD); Air quality; Hysplit trajectory model; MODIS; forecast;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
  • Conference_Location
    Honolulu, HI
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4244-9565-8
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2010.5649461
  • Filename
    5649461