Satellite-based mapping of coal fire is an effective technique in terms of cost and time. At present, ASTER (Advanced Spaceborne Thermal Emission and Reflection Radiometer) is the only available spaceborne sensor, which provides multi-channel thermal data. ASTER provides moderate-resolution thermal data useful for mapping of coal fires, which generally have small spatial dimension.