A review of machine learning applications in wildfire science and management
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 …
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
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 …
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
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 …
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 …
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 …
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 …
conditions have been associated with the increase of large wildfires, area burned and …
Wildfire susceptibility mapping: Deterministic vs. stochastic approaches
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 …
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
The recent catastrophic wildfires in Portugal and Chile shared similar features, not just
because they developed under extreme weather conditions but also because extensive …
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
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 …
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 …
Protection Ecosystem Service (FPES) in the assessment of the effects of landscape change …