Due to the above reasons, contextual algorithms were adjusted by changing the thresholds for identifying potential fire pixels, tuning the type of background pixels and the size of the background window. This suggests the contextual algorithms are not self-adaptive enough for regional fire detection, and therefore regionally specified thresholds are necessary in order to develop effective regional fire detection algorithms (Lasaponara et al., 2003).