This paper discusses the use of spatial data for risk and natural disaster management. The
importance of remote-sensing (RS), Geographic Information System (GIS) and Global …

A variety of environmental analysis applications have been advanced by the use of satellite
remote sensing. Smoke detection based on satellite imagery is imperative for wildfire …

Forest disaster fires pose a serious threat to forest resources and people's lives and
property, and may also cause ecological disasters and social crises. There is a …

Smoke plumes are the first things seen from space when wildfires occur. Thus, fire smoke
detection is important for early fire detection. Deep Learning (DL) models have been used to …

In order to locate forest fire smoke more precisely and expand existing forest fire monitoring
methods, this research employed Himawari-8 data with a sub-pixel positioning concept in …

Forest fires seriously jeopardize forestry resources and endanger people and property. The
efficient identification of forest fire smoke, generated from inadequate combustion during the …

Satellite remote sensing provides global observations of the Earth's surface and provides
useful information for monitoring smoke plumes emitted from forest fires. The aim of this …

With satellite remote sensing technology blooming, satellite remote sensing has become a
common tool to detect forest fires, and played an important role in forest fire monitoring. This …

Wildfires negatively affect the atmosphere and ecological environment. The rapid
identification of smoke is helpful for early fire detection and positioning, which are significant …

Smoke, a byproduct of forest and grassland combustion, holds the key to precise and rapid
identification—an essential breakthrough in early wildfire detection, critical for forest and …