A review of machine learning applications in wildfire science and management

P Jain, SCP Coogan, SG Subramanian… - Environmental …, 2020 - cdnsciencepub.com
Artificial intelligence has been applied in wildfire science and management since the 1990s,
with early applications including neural networks and expert systems. Since then, the field …

Climate change impact on future wildfire danger and activity in southern Europe: a review

J Dupuy, H Fargeon, N Martin-StPaul, F Pimont… - Annals of Forest …, 2020 - Springer
Key message Wildfire danger and burnt areas should increase over the century in southern
Europe, owing to climate warming. Fire-prone area expansion to the north and to …

Towards a comprehensive look at global drivers of novel extreme wildfire events

A Duane, M Castellnou, L Brotons - Climatic Change, 2021 - Springer
Extreme wildfire events in recent years are shaking our established knowledge of how fire
regimes respond to climate variables and how societies need to react to fire impacts. Albeit …

Drivers and implications of the extreme 2022 wildfire season in Southwest Europe

M Rodrigues, ÀC Camprubí… - Science of the total …, 2023 - Elsevier
Wildfire is a common phenomenon in Mediterranean countries but the 2022 fire season has
been extreme in southwest Europe (Portugal, Spain and France). Here we provide a …

Defining extreme wildfire events: Difficulties, challenges, and impacts

F Tedim, V Leone, M Amraoui, C Bouillon… - Fire, 2018 - mdpi.com
Every year worldwide some extraordinary wildfires occur, overwhelming suppression
capabilities, causing substantial damages, and often resulting in fatalities. Given their …

The 2010–2015 Megadrought and its influence on the fire regime in central and south‐central Chile

ME González, S Gómez‐González, A Lara… - …, 2018 - Wiley Online Library
Forest fire activity has increased in recent years in central and south‐central Chile. Drought
conditions have been associated with the increase of large wildfires, area burned and …

Wildfire susceptibility mapping: Deterministic vs. stochastic approaches

M Leuenberger, J Parente, M Tonini, MG Pereira… - … Modelling & Software, 2018 - Elsevier
Wildfire susceptibility is a measure of land propensity for the occurrence of wildfires based
on terrain's intrinsic characteristics. In the present study, two stochastic approaches (ie …

Portugal and Chile: Longing for sustainable forestry while rising from the ashes

S Gómez-González, F Ojeda, PM Fernandes - Environmental Science & …, 2018 - Elsevier
The recent catastrophic wildfires in Portugal and Chile shared similar features, not just
because they developed under extreme weather conditions but also because extensive …

Fire‐induced deforestation in drought‐prone Mediterranean forests: drivers and unknowns from leaves to communities

A Karavani, MM Boer, M Baudena… - Ecological …, 2018 - Wiley Online Library
Over the past 15 years, 3 million hectares of forests have been converted into shrublands or
grasslands in the Mediterranean countries of the European Union. Fire and drought are the …

Farmland abandonment decreases the fire regulation capacity and the fire protection ecosystem service in mountain landscapes

 Sil, PM Fernandes, AP Rodrigues, JM Alonso… - Ecosystem Services, 2019 - Elsevier
This study explored and applied the concepts of Fire Regulation Capacity (FRC) and Fire
Protection Ecosystem Service (FPES) in the assessment of the effects of landscape change …