A survey of machine learning algorithms based forest fires prediction and detection systems

F Abid - Fire technology, 2021 - Springer
Forest fires are one of the major environmental concerns, each year millions of hectares are
destroyed over the world, causing economic and ecological damage as well as human lives …

[HTML][HTML] Review of literature on decision support systems for natural hazard risk reduction: Current status and future research directions

JP Newman, HR Maier, GA Riddell, AC Zecchin… - … Modelling & Software, 2017 - Elsevier
Natural hazard risk is largely projected to increase in the future, placing growing
responsibility on decision makers to proactively reduce risk. Consequently, decision support …

BIM-based building fire emergency management: Combining building users' behavior decisions

G Ma, Z Wu - Automation in Construction, 2020 - Elsevier
The application of advanced technology and building user's different behavior decisions has
an important impact on the performance of fire emergency management. Currently, although …

Application of computational intelligence technologies in emergency management: a literature review

N Chen, W Liu, R Bai, A Chen - Artificial Intelligence Review, 2019 - Springer
Due to the frequently occurring disasters in the world, emergency management is an
attractive research area aiming to stabilize the disasters and reduce the potential damage to …

AEGIS: a wildfire prevention and management information system

K Kalabokidis, A Ager, M Finney… - … Hazards and Earth …, 2016 - nhess.copernicus.org
We describe a Web-GIS wildfire prevention and management platform (AEGIS) developed
as an integrated and easy-to-use decision support tool to manage wildland fire hazards in …

Virtual Fire: A web-based GIS platform for forest fire control

K Kalabokidis, N Athanasis, F Gagliardi… - Ecological …, 2013 - Elsevier
Α web-based Geographic Information Systems (GIS) platform–named Virtual Fire–for forest
fire control has been developed to easily, validly and promptly share and utilize information …

Review of state-of-the-art decision support systems (DSSs) for prevention and suppression of forest fires

S Sakellariou, S Tampekis, F Samara… - Journal of Forestry …, 2017 - Springer
Forest ecosystems are our priceless natural resource and are a key component of the global
carbon budget. Forest fires can be a hazard to the viability and sustainable management of …

What is known and what remains unexplored: A review of the firefighter information technologies literature

J Weidinger - International Journal of Disaster Risk Reduction, 2022 - Elsevier
To increase the situation awareness of firefighters, literature frequently proposes the use of
novel firefighter information technologies. Due to the versatility of the field and the lack of …

Spatial analysis and machine learning prediction of forest fire susceptibility: a comprehensive approach for effective management and mitigation

M Mishra, R Guria, B Baraj, AP Nanda… - Science of The Total …, 2024 - Elsevier
Forest fires (FF) in tropical seasonal forests impact ecosystem. Addressing FF in tropical
ecosystems has become a priority to mitigate impacts on biodiversity loss and climate …

Probabilistic allocation and scheduling of multiple resources for emergency operations; a Victorian bushfire case study

B Bodaghi, E Palaneeswaran, S Shahparvari… - … Environment and Urban …, 2020 - Elsevier
The optimization of scheduling and sequencing of multiple resources during disaster
management is a challenge due to substantial uncertainty. This paper presents an …