A survey on systematic approaches in managing forest fires

A Dhall, A Dhasade, A Nalwade, MR VK, V Kulkarni - Applied geography, 2020 - Elsevier
Natural disastrous events are part and parcel of our times and do occur when we least
expect it to strike us. Disasters which take place in the vicinity of human livelihood due to …

Hierarchal application of receding horizon synthesis and dynamic allocation for uavs fighting fires

JA Shaffer, E Carrillo, H Xu - Ieee Access, 2018 - ieeexplore.ieee.org
This paper explores the design of a high-level mission planner and controller for managing
unmanned aerial vehicles (UAVs) fighting a wildfire through the utilization of reactive …

[HTML][HTML] Scheduling aerial resource operations for the extinction of large-scale wildfires

N Skorin-Kapov, L Mesarić, FP García, L Skorin-Kapov - Omega, 2024 - Elsevier
The significant increase in large-scale wildfire events in recent decades, caused primarily by
climate change, has resulted in a growing number of aerial resources being used in …

Planning and monitoring multi-job type swarm search and service missions

M Chandarana, D Hughes, M Lewis, K Sycara… - Journal of Intelligent & …, 2021 - Springer
To transition from control theory to real applications, it is important to study missions such as
Swarm Search and Service (SSS) where vehicles are not only required to search an area …

Adaptive stress testing of trajectory predictions in flight management systems

RJ Moss, R Lee, N Visser, J Hochwarth… - 2020 AIAA/IEEE 39th …, 2020 - ieeexplore.ieee.org
To find failure events and their likelihoods in flight-critical systems, we investigate the use of
an advanced black-box stress testing approach called adaptive stress testing. We analyze a …

Uncertainty aware wildfire management

T Diao, S Singla, A Mukhopadhyay, A Eldawy… - arXiv preprint arXiv …, 2020 - arxiv.org
Recent wildfires in the United States have resulted in loss of life and billions of dollars,
destroying countless structures and forests. Fighting wildfires is extremely complex. It is …

A novel deep Siamese framework for burned area mapping Leveraging mixture of experts

ST Seydi, M Hasanlou, J Chanussot - Engineering Applications of Artificial …, 2024 - Elsevier
Due to the complexity of the areas and the diversity of the objects, traditional Burned Area
Mapping (BAM) methods cannot provide promising results. Moreover, these methods focus …

Birth-death-suppression Markov process and wildfires

G Hulsey, DL Alderson, J Carlson - Physical Review E, 2024 - APS
Birth and death Markov processes can model stochastic physical systems from percolation
to disease spread and, in particular, wildfires. We introduce and analyze a birth-death …

Hierarchical Framework for Optimizing Wildfire Surveillance and Suppression Using Human-Autonomous Teaming

M Al-Husseini, KH Wray… - Journal of Aerospace …, 2024 - arc.aiaa.org
The integration of manned and unmanned aircraft can help improve wildfire response.
Wildfire containment failures occur when the resources available to first responders, who …

A Simulation-Based Real-Time Deep Reinforcement Learning Approach for Fighting Wildfires

J Tupayachi, MM Ferguson, X Li - 2024 Annual Modeling and …, 2024 - ieeexplore.ieee.org
Wildfire incidents are catastrophic events with a high level of uncertainty. Therefore,
resource allocation towards its suppression is a challenging task. Our research presents a …