Forecasting of wind speed under wind-fire coupling scenarios by combining HS-VMD and AM-LSTM

C Lin, X Li, T Shi, J Sheng, S Sun, Y Wang, D Li - Ecological Informatics, 2023 - Elsevier
In this study, an effective model for wind speed prediction in a coupled wind-fire scenario is
proposed.(a) The original wind speed sequence is decomposed using the variational mode …

Analysis of spectral separability for detecting burned areas using landsat-8 OLI/TIRS images under different biomes in brazil and Portugal

AP Pacheco, JA da Silva Junior, AM Ruiz-Armenteros… - Forests, 2023 - mdpi.com
Fire is one of the natural agents with the greatest impact on the terrestrial ecosystem and
plays an important ecological role in a large part of the terrestrial surface. Remote sensing is …

Wildfire Scenarios for Assessing Risk of Cover Loss in a Megadiverse Zone within the Colombian Caribbean

A Cabrera, C Ferro, A Casallas, EA López-Barrera - Sustainability, 2024 - mdpi.com
Rising wildfire incidents in South America, potentially exacerbated by climate change,
require an exploration of sustainable approaches for fire risk reduction. This study …

Predicting wildfire ignition causes in Southern France using eXplainable Artificial Intelligence (XAI) methods

C Bountzouklis, DM Fox… - Environmental Research …, 2023 - iopscience.iop.org
The percentage of wildfires that are ignited by an undetermined origin is substantial in
Europe and Mediterranean France. Forest fire experts have recognized the significance of …

[HTML][HTML] Leveraging the power of internet of things and artificial intelligence in forest fire prevention, detection, and restoration: A comprehensive survey

S Giannakidou, P Radoglou-Grammatikis, T Lagkas… - Internet of Things, 2024 - Elsevier
Forest fires are a persistent global problem, causing devastating consequences such as loss
of human lives, harm to the environment, and substantial economic losses. To mitigate these …

Designing a conceptual framework for strategic selection of Bushfire mitigation approaches

S Tayari, F Taghikhah, G Bharathy, A Voinov - Journal of environmental …, 2023 - Elsevier
Fires are an important aspect of environmental ecology; however, they are also one of the
most widespread destructive forces impacting natural ecosystems as well as property …

[HTML][HTML] Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

H Liz-López, J Huertas-Tato, J Pérez-Aracil… - Knowledge-Based …, 2024 - Elsevier
Each year, wildfires destroy larger areas of Spain, threatening numerous ecosystems.
Humans cause 90% of them (negligence or provoked) and the behaviour of individuals is …

An artificial intelligence framework for predicting fire spread sustainability in semiarid shrublands

S Khanmohammadi, M Arashpour… - … journal of wildland …, 2023 - CSIRO Publishing
Background Fire behaviour simulation and prediction play a key role in supporting wildfire
management and suppression activities. Aims Using machine-learning methods, the aim of …

[HTML][HTML] Forest fire management, funding dynamics, and research in the burning frontier: A comprehensive review

H Bargali, A Pandey, D Bhatt, RC Sundriyal… - Trees, Forests and …, 2024 - Elsevier
We indexed 8,970 scientific publications on forest fires in order to bridge the gap between
research and policy discussions on forest fires. Journal articles and conference papers …

Forest fire risk forecasting with the aid of case-based reasoning

N Dorodnykh, O Nikolaychuk, J Pestova, A Yurin - Applied Sciences, 2022 - mdpi.com
Forest fire is one of the serious threats to the population and infrastructure of Irkutsk Oblast
because its territory is heavily forested. This paper discusses the main stages of solving the …