Advancements in forest fire prevention: A comprehensive survey

F Carta, C Zidda, M Putzu, D Loru, M Anedda, D Giusto - Sensors, 2023 - mdpi.com
Nowadays, the challenges related to technological and environmental development are
becoming increasingly complex. Among the environmentally significant issues, wildfires …

An improved fire detection approach based on YOLO-v8 for smart cities

FM Talaat, H ZainEldin - Neural Computing and Applications, 2023 - Springer
Fires in smart cities can have devastating consequences, causing damage to property, and
endangering the lives of citizens. Traditional fire detection methods have limitations in terms …

[HTML][HTML] The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles

S Shaharuddin, KNA Maulud, SAFSA Rahman, AIC Ani… - Internet of Things, 2023 - Elsevier
In recent years, there has been growing interest in using Internet of Things (IoT) sensors to
address indoor fire hazards in smart buildings. This study conducted a systematic review of …

Environmental energy harvesting boosts self-powered sensing

H Luo, T Yang, X Jing, Y Cui, W Qin - Materials Today Energy, 2024 - Elsevier
Self-powered sensing technology has extremely important application value in many areas,
like healthcare, meteorology, internet of things (IoT) and so on. The progress of energy …

FlameTransNet: Advancing forest flame segmentation with fusion and augmentation techniques

B Chen, D Bai, H Lin, W Jiao - Forests, 2023 - mdpi.com
Forest fires pose severe risks, including habitat loss and air pollution. Accurate forest flame
segmentation is vital for effective fire management and protection of ecosystems. It improves …

Accuracy Assessment of Drone Real-Time Open Burning Imagery Detection for Early Wildfire Surveillance

S Duangsuwan, K Klubsuwan - Forests, 2023 - mdpi.com
Open burning is the main factor contributing to the occurrence of wildfires in Thailand, which
every year result in forest fires and air pollution. Open burning has become the natural …

Efficient Detection of Forest Fire Smoke in UAV Aerial Imagery Based on an Improved Yolov5 Model and Transfer Learning

H Yang, J Wang, J Wang - Remote Sensing, 2023 - mdpi.com
Forest fires pose severe challenges to forest management because of their unpredictability,
extensive harm, broad impact, and rescue complexities. Early smoke detection is pivotal for …

A forest fire recognition method based on modified deep CNN model

S Zheng, X Zou, P Gao, Q Zhang, F Hu, Y Zhou, Z Wu… - Forests, 2024 - mdpi.com
Controlling and extinguishing spreading forest fires is a challenging task that often leads to
irreversible losses. Moreover, large-scale forest fires generate smoke and dust, causing …

ADASS: Anti-Drone Audio Surveillance Sentinel via Embedded Machine Learning

A Brighente, M Conti, G Peruzzi… - 2023 IEEE Sensors …, 2023 - ieeexplore.ieee.org
The proliferation of drones at a consumer level enables malicious users to equip them with
recording devices to snoop sensitive information. Drones may also be used to carry …

Optimizing forest fire prevention: intelligent scheduling algorithms for drone-based surveillance system

M Jemmali, BML Kayed, W Boulila, H Amdouni… - Procedia Computer …, 2023 - Elsevier
Given the importance of forests and their role in maintaining the ecological balance, which
directly affects the planet, the climate, and the life on this planet, this research presents the …