A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

SPH Boroujeni, A Razi, S Khoshdel, F Afghah… - Information …, 2024 - Elsevier
Wildfires have emerged as one of the most destructive natural disasters worldwide, causing
catastrophic losses. These losses have underscored the urgent need to improve public …

[HTML][HTML] SWIFT: Simulated Wildfire Images for Fast Training Dataset

L Fernando, R Ghali, MA Akhloufi - Remote Sensing, 2024 - mdpi.com
Wildland fires cause economic and ecological damage with devastating consequences,
including loss of life. To reduce these risks, numerous fire detection and recognition systems …

Leveraging Drone-Assisted Surveillance for Effective Forest Conservation: A Case Study in Australia's Daintree Rainforest

LKB Melhim, M Jemmali, W Boulila… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Nowadays, there is global consensus on the threats to forests and their crucial role in
mitigating global warming and its impact on Earth's biodiversity. Both private and public …

Efficient Fire Detection with E-EFNet: A Lightweight Deep Learning-Based Approach for Edge Devices

H Farman, MM Nasralla, SBA Khattak, B Jan - Applied Sciences, 2023 - mdpi.com
Fire detection employing vision sensors has drawn significant attention within the computer
vision community, primarily due to its practicality and utility. Previous research …

FireXplainNet: Optimizing Convolution Block Architecture for Enhanced Wildfire Detection and Interpretability

MA Khan, H Park - Electronics, 2024 - mdpi.com
The early detection of wildfires is a crucial challenge in environmental monitoring, pivotal for
effective disaster management and ecological conservation. Traditional detection methods …

Envisioning the Future Role of 3D Wireless Networks in Preventing and Managing Disasters and Emergency Situations

A Alhammadi, A Abraham, A Fakhreddine… - arXiv preprint arXiv …, 2024 - arxiv.org
In an era marked by unprecedented climatic upheavals and evolving urban landscapes, the
role of advanced communication networks in disaster prevention and management is …