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
Link To Document :
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