Title :
Effect of Burn Scar Pattern Variability on Medium Resolution Burnt Area Mapping in Southeast Asia
Author :
Liew, Soo Chin ; Miettinen, Jukka
Author_Institution :
Centre for Remote Imaging, Nat. Univ. of Singapore, Singapore
Abstract :
Analysis of burn scar pattern variability in insular Southeast Asia was carried out to evaluate its effect on regional burnt area mapping with medium resolution (250-500 m) satellite imagery. Burnt area maps based on 16 high resolution SPOT 4 and 5 images were overlaid on land cover and soil maps. Although the number of small burn scars (<25 ha) was found to be high throughout the region, the proportion of total burnt area found in small scars varied remarkably (from 3% to 97%) between study sites. Unlike land cover, soil type was found to be a good indicator for usability of medium resolution burnt area mapping. A medium resolution burnt area mapping simulation (where 500times500 m grid cells containing at least 50% burnt were considered detected as burnt) resulted in 86% detected burnt area in wetlands (peat and alluvial soils) as opposed to only 33% in other areas.
Keywords :
fires; pattern recognition; soil; terrain mapping; vegetation; SPOT-4 image; SPOT-5 image; Satellite Pour l´Observation de la Terre; Southeast Asia; burn scar pattern variability; burnt area mapping simulation; climate; forest ecosystem; land cover map; land management; medium resolution burnt area mapping; satellite imagery; soil map; Asia; Ecosystems; Fires; Image analysis; Image resolution; Pattern analysis; Remote sensing; Satellites; Soil; Usability; Burnt area; Fire; Southeast Asia;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779478