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 in the Mediterranean Basin (Part II): a review of challenges and uncertainties in climate change modeling and impact analyses
The Mediterranean basin is particularly prone to climate change and vulnerable to its
impacts. One of the most relevant consequences of climate change, especially for the …
impacts. One of the most relevant consequences of climate change, especially for the …
Evaluation of global terrestrial evapotranspiration using state-of-the-art approaches in remote sensing, machine learning and land surface modeling
Evapotranspiration (ET) is critical in linking global water, carbon and energy cycles.
However, direct measurement of global terrestrial ET is not feasible. Here, we first reviewed …
However, direct measurement of global terrestrial ET is not feasible. Here, we first reviewed …
Building wildland–urban interface zone resilience through performance-based wildfire engineering. A holistic theoretical framework
In recent years, a worldwide expansion in the frequency of large, uncontrolled, and
catastrophic wildfire events has occurred, creating drastic social, economic, and …
catastrophic wildfire events has occurred, creating drastic social, economic, and …
Evapotranspiration trends and interactions in light of the anthropogenic footprint and the climate crisis: A review
S Dimitriadou, KG Nikolakopoulos - Hydrology, 2021 - mdpi.com
Evapotranspiration (ET) is a parameter of major importance participating in both
hydrological cycle and surface energy balance. Trends of ET are discussed along with the …
hydrological cycle and surface energy balance. Trends of ET are discussed along with the …
Wildfire controls on evapotranspiration in California's Sierra Nevada
We used Landsat-based measures of annual evapotranspiration (ET) to explore the effects
of wildfires on vegetation water use across California's Sierra Nevada. Wildfires decreased …
of wildfires on vegetation water use across California's Sierra Nevada. Wildfires decreased …
Evapotranspiration acquired with remote sensing thermal-based algorithms: a state-of-the-art review
V García-Santos, JM Sánchez, J Cuxart - Remote Sensing, 2022 - mdpi.com
Almost fifty years have passed since the idea to retrieve a value for Evapotranspiration (ET)
using remote sensing techniques was first considered. Numerous ET models have been …
using remote sensing techniques was first considered. Numerous ET models have been …
Remote sensing applied in forest management to optimize ecosystem services: advances in research
E Abad-Segura, MD González-Zamar… - Forests, 2020 - mdpi.com
Research Highlights: the wide variety of multispectral sensors that currently exist make it
possible to improve the study of forest systems and ecosystem services. Background and …
possible to improve the study of forest systems and ecosystem services. Background and …
2019–2020 Australia fire and its relationship to hydroclimatological and vegetation variabilities
Wildfire is a major concern worldwide and particularly in Australia. The 2019–2020 wildfires
in Australia became historically significant as they were widespread and extremely severe …
in Australia became historically significant as they were widespread and extremely severe …
A novel Budyko-based approach to quantify post-forest-fire streamflow response and recovery timescales
TB Hampton, NB Basu - Journal of Hydrology, 2022 - Elsevier
Recent increases in the incidences of wildfires have necessitated the development of
methodologies to quantify the effect of these fires on streamflows. Climate variability has …
methodologies to quantify the effect of these fires on streamflows. Climate variability has …