A systematic review of disaster management systems: approaches, challenges, and future directions

SM Khan, I Shafi, WH Butt, IT Diez, MAL Flores… - Land, 2023 - mdpi.com
Disaster management is a critical area that requires efficient methods and techniques to
address various challenges. This comprehensive assessment offers an in-depth overview of …

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 …

Application of machine learning models in the behavioral study of forest fires in the Brazilian Federal District region

JNS Rubí, PHP de Carvalho, PRL Gondim - Engineering Applications of …, 2023 - Elsevier
Ecosystems, settlements, and human lives are put at risk by forest fires every year. Several
models proposed for the prediction of their occurrence and behavior have aimed at …

Real-time wildfire monitoring with a fleet of UAVs

R Bailon-Ruiz, A Bit-Monnot, S Lacroix - Robotics and Autonomous …, 2022 - Elsevier
This paper introduces a wildfire monitoring system based on a fleet of Unmanned Aerial
Vehicles (UAVs) to provide firefighters with precise and up-to-date information about a …

FBC-ANet: A semantic segmentation model for UAV forest fire images combining boundary enhancement and context awareness

L Zhang, M Wang, Y Ding, T Wan, B Qi, Y Pang - Drones, 2023 - mdpi.com
Forest fires are one of the most serious natural disasters that threaten forest resources. The
early and accurate identification of forest fires is crucial for reducing losses. Compared with …

Wildfire remote sensing with UAVs: A review from the autonomy point of view

R Bailon-Ruiz, S Lacroix - 2020 international conference on …, 2020 - ieeexplore.ieee.org
This article analyses the state of the art on wildfire remote sensing using UAVs, an
application context that has now gained significant interest. It reviews a selection of relevant …

The role of UAS–GIS in digital Era governance. A systematic literature review

GG Hognogi, AM Pop, AC Marian-Potra… - Sustainability, 2021 - mdpi.com
UAS (Unmanned Aircraft Systems) technologies, also known as UAV (Unmanned Aerial
Vehicle), drones, or Remotely Piloted Aircraft System (RPAS) and GIS (Geographic …

Infra-red line camera data-driven edge detector in UAV forest fire monitoring

F De Vivo, M Battipede, E Johnson - Aerospace Science and Technology, 2021 - Elsevier
The accurate prediction of the wildfire spread-rate is a challenging task, due to the high
number of parameters involved and the underlying complex dynamic multi-physics …

Remotely piloted aircraft systems and forests: a global state of the art and future challenges

FC Eugenio, CT Schons, CL Mallmann… - Canadian journal of …, 2020 - cdnsciencepub.com
Remotely piloted aircraft system (RPAS) platforms are able to optimize the process of
acquiring aerial images and improve the quality of the products generated in terms of spatial …

Decision support system development of wildland fire: a systematic mapping

F Vásquez, A Cravero, M Castro, P Acevedo - Forests, 2021 - mdpi.com
Wildland fires have been a rising problem on the worldwide level, generating ecological and
economic losses. Specifically, between wildland fire types, uncontrolled fires are critical due …