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