DocumentCode :
2202940
Title :
A new technique for visualization of forest fire smoke plumes using MODIS data
Author :
Nagatani, Izumi ; Kudoh, Jun-ichi ; Kawano, Koichi
Author_Institution :
GSIS Tohoku Univ., Tohoku, Japan
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
2380
Lastpage :
2383
Abstract :
Forest fire smoke detection by satellites is important and required for monitoring air pollution and human health. MODIS smoke detection algorithms are under development. The common problem is to separate smoke from clouds. To overcome this issue we propose a new visualization technique of a false-color composite image that composed of Smoke Reflectance Index (SARI), MODIS channel 7 reflectance, and Water Index (WI). The SARI and WI were developed in this study. The false-color composite image shows smoke in reddish and clouds in pink-white. Smoke pixels are easily identified and sampled. Overall smoke pixels are detected by their training dataset. In this paper, we present a case study of Russia and Mongolian forest fire in 2009. The result of smoke detection was compared to those of existing method. It was confirmed that the proposed method detected smoke pixels more accurately.
Keywords :
fires; geophysical image processing; geophysical techniques; radiometry; smoke; vegetation; AD 2009; MODIS channel 7 reflectance; MODIS data; MODIS smoke detection algorithms; Mongolian forest fire; Russia forest fire; air pollution monitoring; false-color composite image; forest fire smoke detection; forest fire smoke plumes; human health monitoring; smoke pixels; smoke reflectance index; training dataset; visualization technique; water index; Aerosols; Clouds; Fires; Image color analysis; Indexes; MODIS; Reflectivity; MODIS; forest fire smoke; image enhancement; smoke plume detection; visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6351016
Filename :
6351016
Link To Document :
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