Disaster management is a critical area that requires efficient methods and techniques to
address various challenges. This comprehensive assessment offers an in-depth overview of …

Wildfires threaten and kill people, destroy urban and rural property, degrade air quality,
ravage forest ecosystems, and contribute to global warming. Wildfire management decision …

Fire is an integral component of ecosystems globally and a tool that humans have
harnessed for millennia. Altered fire regimes are a fundamental cause and consequence of …

Live fuel moisture content (LFMC) is an essential variable to model fire danger and
behaviour. This paper presents the first application of deep learning to LFMC estimation …

Increasing impacts of wildfires on Western US air quality highlights the need for forecasts of
smoke emissions based on dynamic modeled wildfires. This work utilizes knowledge of …

Remotely sensed vegetation indices have been widely used to estimate live fuel moisture
content (LFMC). However, marked differences in vegetation structure affect the relationship …

Wildfires pose a significant challenge to the natural and the built environments, as well as
the safety and economic wellbeing of the communities residing in wildfire-prone areas. The …

Disturbance events can happen at a temporal scale much faster than wildland fire fuel data
updates. When used as input for wildland fire behavior models, outdated fuel datasets can …

Wildfire prediction plays a vital role in the management and conservation of forest
ecosystems. By providing detailed risk assessments, it contributes to the reduction of fire …

Wildfires have significant impacts on global vegetation, wildlife, and humans. They destroy
plant communities and wildlife habitats and contribute to increased emissions of carbon …