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 to climate change mitigation, able to absorb significant amounts of carbon dioxide. The conservation of tree areas has been addressed through the adoption of different solutions. This paper proposes a new monitoring system and the use of artificial intelligence (AI) for real-time fire detection. The system is based on intelligent Digital Mobile Radio (DMR) nodes and a Social Internet of Things (SIoT) platform on which AI algorithms have been implemented. The results obtained show the ability to detect the slightest change in observed environmental parameters, determining the direction and speed of fire propagation.
Using Artificial Intelligence and IoT Solution for Forest Fire Prevention / Pettorru, G.; Fadda, M.; Girau, R.; Sole, M.; Anedda, M.; Giusto, D.. - (2023), pp. 414-418. (Intervento presentato al convegno 2023 International Conference on Computing, Networking and Communications, ICNC 2023 tenutosi a usa nel 2023) [10.1109/ICNC57223.2023.10074289].
Using Artificial Intelligence and IoT Solution for Forest Fire Prevention
Fadda M.;Anedda M.;Giusto D.
2023-01-01
Abstract
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 to climate change mitigation, able to absorb significant amounts of carbon dioxide. The conservation of tree areas has been addressed through the adoption of different solutions. This paper proposes a new monitoring system and the use of artificial intelligence (AI) for real-time fire detection. The system is based on intelligent Digital Mobile Radio (DMR) nodes and a Social Internet of Things (SIoT) platform on which AI algorithms have been implemented. The results obtained show the ability to detect the slightest change in observed environmental parameters, determining the direction and speed of fire propagation.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
