浅析森林防火技术现状和发展趋势.

赵昌彬, 张雨鉴 - Journal of Wildland Fire Science, 2023 - search.ebscohost.com
森林火灾是影响森林生态平衡和资源储存的重大威胁, 因此, 森林防火作为一项保护森林安全的
重要工作, 在如今社会经济快速发展的背景下必不可少. 然而, 防火工作的顺利进行则离不开科学 …

[HTML][HTML] Human activities and forest fires in Indonesia: An analysis of the Bromo incident and implications for conservation tourism

S Suhardono, L Fitria, IWK Suryawan… - Trees, Forests and …, 2024 - Elsevier
This study delves into the Bromo magnitude of the fire incident in Indonesia, a notable
tourism destination, uncovering significant gaps in knowledge regarding tourist-induced …

[HTML][HTML] Recent Progress in Two-Dimensional Nanomaterials for Flame Retardance and Fire-Warning Applications

W Lin, Y Yuan, L Xu, W Wang - Molecules, 2024 - mdpi.com
Graphene-like 2D nanomaterials, such as graphene, MXene, molybdenum disulfide, and
boron nitride, present a promising avenue for eco-friendly flame retardants. Their inherent …

[HTML][HTML] 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 …

Visual fire detection using deep learning: A survey

G Cheng, X Chen, C Wang, X Li, B Xian, H Yu - Neurocomputing, 2024 - Elsevier
Abstract Visual Fire Detection (VFD), through the rapid and accurate identification of smoke
and flame in images and videos, is crucial for early fire warning and reducing fire hazards. In …

Forest fire mapping: a comparison between GIS-based random forest and Bayesian models

F Noroozi, G Ghanbarian, R Safaeian… - Natural Hazards, 2024 - Springer
In recent decades, fires in natural ecosystems, particularly forests and rangelands, have
emerged as a significant threat. To address this challenge, our study aims to identify and …

[HTML][HTML] Sequential Learning of Flame Objects Sorted by Size for Early Fire Detection in Surveillance Videos

WA Samosir, DB Nguyen, SG Kong - Electronics, 2024 - mdpi.com
This paper presents a sequential learning method aimed at improving the performance of a
lightweight deep learning model used for detecting fires at an early stage in surveillance …

IoT Ground Sensing Systems for Early Wildfire Detection: Technologies, Challenges and Opportunities

CC Chan, SA Alvi, X Zhou, S Durrani, N Wilson… - arXiv preprint arXiv …, 2023 - arxiv.org
The threat posed by wildfires or bushfires has become a severe global issue due to the
increase in human activities in forested areas and the impact of climate change …

Semantics-Empowered UAV-assisted Wireless Communication System for Wildfire Detection

CMW Basnayaka, DNK Jayakody… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
With the increasing occurrence of wildfires globally, quick and effective detection methods
are vital. This paper proposes an innovative solution for wildfire detection using Unmanned …

A Synergistic Approach to Wildfire Prevention and Management Using AI, ML, and 5G Technology in the United States

SC Okoro, A Lopez, A Unuriode - arXiv preprint arXiv:2403.14657, 2024 - arxiv.org
Over the past few years, wildfires have become a worldwide environmental emergency,
resulting in substantial harm to natural habitats and playing a part in the acceleration of …