Results 11 to 20 of about 1,075,646 (191)

FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning [PDF]

International Conference on Digital Image Computing: Techniques and Applications, 2023
In recent decades, wildfires have caused tremendous property losses, fatalities, and extensive damage to forest ecosystems. Inspired by the abundance of publicly available remote sensing projects and the burgeoning development of deep learning in ...
Shuchang Shen, Sachith Seneviratne, Xinye Wanyan, M. Kirley   +3 more
semanticscholar   +1 more source

Study on quantification scheme of weight coefficient for electrical fire risk assessment of high-rise building

International Journal of Metrology and Quality Engineering, 2022
Electrical fire is a very important fire type in high-rise building fire. Therefore, it has high research value for risk assessment of electric fire in high-rise buildings.
Su Lei, Zhang Fan, Yang Fan, Zhang Lei, Shen Yu, Wei Chongwen, Yang Zhichun   +6 more
doaj   +1 more source

Application of AHP in WUI fire risk assessment [PDF]

ITM Web of Conferences, 2022
In order to achieve the purpose of assessing the fire risk in the WUI, this paper digitizes the fire risk influencing factors based on the remote sensing data, meteorological data and vegetation information of the southwest corner of Qingyuan Mountain in
Li Jinmei, Zhu Canbin, Li Qiang
doaj   +1 more source

Research on fire risk assessment model in commercial and residential communities [PDF]

E3S Web of Conferences, 2023
The causes of fire in commercial and residential communities are complex, rescue is difficult, once a fire occurs, the loss is difficult to estimate, and a reasonable fire risk assessment needs to be made.
Cui Meini
doaj   +1 more source

Factors Contributing to Increased Building Fire Incidents in Sri Lanka [PDF]

Safety & Fire Technology, 2023
Aim: Despite the existence of established fire codes, the frequency of building fires in Sri Lanka has been on the rise in recent years. The primary objective of building codes is to ensure minimum acceptable fire safety standards in buildings, but ...
Nalaka Prasanna Jayarathna Liyanapeli, Amiya Bhaumik, Udayanga Idunil Galappaththi, Deepthi Wickramasinghe   +3 more
doaj   +1 more source

Fire Safety Risk Assessment of Workplace Facilities: A Case Study

Frontiers in Built Environment, 2022
Workplace facilities are organizational capital assets, which entail high risks of fire occurrences. The fire risks increase based on occupants’ behaviors, lack of awareness and poor workspaces safety management.
Mohammad A. Hassanain, Mohammad A. Hassanain, Mohammed Al-Harogi, Ahmed M. Ibrahim   +3 more
doaj   +1 more source

Suburban Forest Fire Risk Assessment and Forest Surveillance Using 360-Degree Cameras and a Multiscale Deformable Transformer

Remote Sensing, 2023
In the current context of climate change and demographic expansion, one of the phenomena that humanity faces are the suburban wildfires. To prevent the occurrence of suburban forest fires, fire risk assessment and early fire detection approaches need to ...
P. Barmpoutis, A. Kastridis, T. Stathaki, Jing Yuan, Mengjie Shi, N. Grammalidis   +5 more
semanticscholar   +1 more source

A High-Resolution Spatial Distribution-Based Integration Machine Learning Algorithm for Urban Fire Risk Assessment: A Case Study in Chengdu, China

ISPRS Int. J. Geo Inf., 2023
The development and functional perfection of urban areas have led to increasingly severe fire risks in recent decades. Previous urban fire risk assessment methods relied on subjective judgment, rough data collection, simple linear statistical methods ...
Yulu Hao, Mengdi Li, Jianyu Wang, X. Li, Junmin Chen   +4 more
semanticscholar   +1 more source

Geoinformatics and Machine Learning for Comprehensive Fire Risk Assessment and Management in Peri-Urban Environments: A Building-Block-Level Approach

Applied Sciences, 2023
Forest fires can result in loss of life, damage to infrastructure, and adverse environmental impacts. This study showcases an integrated approach for conducting high-detail fire risk assessment and supporting strategic planning and management of fire ...
Anastasia Yfantidou, Melpomeni Zoka, N. Stathopoulos, Martha Kokkalidou, Stella Girtsou, Michail-Christos Tsoutsos, D. Hadjimitsis, C. Kontoes   +7 more
semanticscholar   +1 more source

High-rise Building Group Regional Fire Risk Assessment Model Based on AHP [PDF]

Journal of Risk Analysis and Crisis Response (JRACR), 2016
Based on Analytic Hierarchy Process (AHP), a regional fire risk assessment model is developed for high-rise building group considering the fire danger degree, basic characters of the high-rise building group and fire control capability.
Wei Zhu, Qiuju You
doaj   +1 more source