[PDF][PDF] Forest fire surveillance systems: A review of deep learning methods

A Saleh, MA Zulkifley, HH Harun, F Gaudreault… - Heliyon, 2024 - cell.com
This review aims to critically examine the existing state-of-the-art forest fire detection
systems that are based on deep learning methods. In general, forest fire incidences bring …

[HTML][HTML] An efficient forest fire target detection model based on improved YOLOv5

L Zhang, J Li, F Zhang - Fire, 2023 - mdpi.com
To tackle the problem of missed detections in long-range detection scenarios caused by the
small size of forest fire targets, initiatives have been undertaken to enhance the feature …

[HTML][HTML] A Novel Method of Modeling Grassland Wildfire Dynamics Based on Cellular Automata: A Case Study in Inner Mongolia, China

Y Li, G Wu, S Zhang, M Li, B Nie, Z Chen - ISPRS International Journal of …, 2023 - mdpi.com
Wildfires spread rapidly and cause considerable ecological and socioeconomic losses.
Inner Mongolia is among the regions in China that suffer the most from wildfires. A simple …

Using Artificial Intelligence and IoT Solution for Forest Fire Prevention

G Pettorru, M Fadda, R Girau, M Sole… - 2023 International …, 2023 - ieeexplore.ieee.org
Natural ecosystem conservation is a topical issue that is receiving increasing attention from
different branches of the scientific community. Forests and woodlands are major contributors …

[HTML][HTML] Deep learning based fire risk detection on construction sites

H Ann, KY Koo - Sensors, 2023 - mdpi.com
The recent large-scale fire incidents on construction sites in South Korea have highlighted
the need for computer vision technology to detect fire risks before an actual occurrence of …

Real-time reliability monitoring on edge computing: a systematic mapping

MJ Diván, DA Shchemelinin, ME Carranza… - Информатика и …, 2023 - mathnet.ru
Scenario: System reliability monitoring focuses on determining the level at which the system
works as expected (under certain conditions and over time) based on requirements. The …