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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 …
Changing wildfire, changing forests: the effects of climate change on fire regimes and vegetation in the Pacific Northwest, USA
Abstract Background Wildfires in the Pacific Northwest (Washington, Oregon, Idaho, and
western Montana, USA) have been immense in recent years, capturing the attention of …
western Montana, USA) have been immense in recent years, capturing the attention of …
The 2019/2020 mega-fires exposed Australian ecosystems to an unprecedented extent of high-severity fire
Extreme fire seasons characterised by very large'mega-fires' have demonstrably increased
area burnt across forested regions globally. However, the effect of extreme fire seasons on …
area burnt across forested regions globally. However, the effect of extreme fire seasons on …
Climate influences on future fire severity: a synthesis of climate-fire interactions and impacts on fire regimes, high-severity fire, and forests in the western United States
TN Wasserman, SE Mueller - Fire Ecology, 2023 - Springer
Background Increases in fire activity and changes in fire regimes have been documented in
recent decades across the western United States. Climate change is expected to continue to …
recent decades across the western United States. Climate change is expected to continue to …
Wildfire and climate change adaptation of western North American forests: a case for intentional management
Forest landscapes across western North America (wNA) have experienced extensive
changes over the last two centuries, while climatic warming has become a global reality over …
changes over the last two centuries, while climatic warming has become a global reality over …
Five decades of observed daily precipitation reveal longer and more variable drought events across much of the western United States
F Zhang, JA Biederman… - Geophysical …, 2021 - Wiley Online Library
Multiple lines of evidence suggest climate change will result in increased precipitation
variability and consequently more frequent extreme events. These hydroclimatic changes …
variability and consequently more frequent extreme events. These hydroclimatic changes …
Adapt to more wildfire in western North American forests as climate changes
Wildfires across western North America have increased in number and size over the past
three decades, and this trend will continue in response to further warming. As a …
three decades, and this trend will continue in response to further warming. As a …
[HTML][HTML] Defining extreme wildfire events: Difficulties, challenges, and impacts
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 …
TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015
We present TerraClimate, a dataset of high-spatial resolution (1/24,~ 4-km) monthly climate
and climatic water balance for global terrestrial surfaces from 1958–2015. TerraClimate …
and climatic water balance for global terrestrial surfaces from 1958–2015. TerraClimate …
Pyrosilviculture needed for landscape resilience of dry western United States forests
A significant increase in treatment pace and scale is needed to restore dry western US forest
resilience owing to increasingly frequent and severe wildfire and drought. We propose a …
resilience owing to increasingly frequent and severe wildfire and drought. We propose a …