A5067261141- Fire Detection and Safety Systems
- Fire effects on ecosystems
- Flood Risk Assessment and Management
- Video Surveillance and Tracking Methods
Shanghai Ocean University
2022-2023
Fire is an important ecosystem process and has played a complex role in terrestrial ecosystems the atmosphere environment. Sometimes, wildfires are highly destructive natural disasters. To reduce their impact, must be detected as soon possible. However, accurate timely monitoring of challenging task due to traditional threshold methods easily suffered false alarms caused by small forest clearings, omission error large fires obscured thick smoke. Deep learning characteristics strong ability,...
Detailed and timely monitoring of the location intensity fire is critical to reducing destructive impacts a fire. Satellite imagery platforms, in particular geostationary satellites with high temporal resolution, allow for real-time monitoring. However, because coarse resolution satellite images, even when deep learning models are applied, precision still remains limited. Thus, prediction easily fall into local optimal solution insufficient semantic information from low spatial resolution....