• DocumentCode
    3513164
  • Title

    Development of Air Quality Monitoring Remote Sensor Using a Digital SLR Camera

  • Author

    Wong, C.J. ; MatJafri, M.Z. ; Abdullah, K. ; Lim, H.S. ; Low, K.L.

  • Author_Institution
    Sch. of Phys., Univ. Sains Malaysia, Penang
  • fYear
    2008
  • fDate
    1-8 March 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper reports that a digital single-lens reflex (SLR) camera can be applied as a remote sensor for monitoring the concentrations of particulate matter less than 10 micron (PM10). An algorithm was developed based on the regression analysis of relationship between the measured reflectance and the reflected components from a surface material and the atmosphere. This algorithm converts multispectral image pixel values acquired from this camera into quantitative values of the concentrations of PM10. These computed PM10 values were compared to other standard values measured by a DustTrakTM meter. The correlation results showed that the newly develop algorithm produced a high degree of accuracy as indicated by high correlation coefficient (R2) of 0.75 and low root-mean- square-error (RMS) of plusmn5 mug/m3.
  • Keywords
    air pollution measurement; cameras; photographic lenses; remote sensing; air quality monitoring; correlation coefficient; digital SLR camera; multispectral image pixel values; particulate matter; regression analysis; remote sensor; root mean square error; single lens reflex; surface material; Atmosphere; Atmospheric measurements; Digital cameras; Image converters; Measurement standards; Multispectral imaging; Pixel; Reflectivity; Regression analysis; Remote monitoring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Aerospace Conference, 2008 IEEE
  • Conference_Location
    Big Sky, MT
  • ISSN
    1095-323X
  • Print_ISBN
    978-1-4244-1487-1
  • Electronic_ISBN
    1095-323X
  • Type

    conf

  • DOI
    10.1109/AERO.2008.4526397
  • Filename
    4526397