Fire Vulnerability, Resilience, and Recovery Rates of Mediterranean Pine Forests Using a 33-Year Time Series of Satellite Imagery

E Peña-Molina, D Moya, E Marino, JL Tomé… - Remote Sensing, 2024 - mdpi.com
The modification of fire regimes and their impact on vegetation recovery, soil properties, and
fuel structure are current key research areas that attempt to identify the thresholds of …

Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kauaʻi and Molokaʻi Islands, Hawaii

S Janizadeh, TTK Tran, SM Bateni, C Jun, D Kim… - Expert Systems with …, 2024 - Elsevier
This study developed three hybrid light gradient boosting machine (LightGBM) models using
novel metaheuristic algorithms (golden jackal optimization [GJO], the pelican optimization …

Drone-based AI system for wildfire monitoring and risk prediction

CAS Lelis, JJ Roncal, L Silveira, RDG De Aquino… - IEEE …, 2024 - ieeexplore.ieee.org
Wildfires pose a significant threat to ecosystems, human lives, and infrastructure worldwide.
Traditional wildfire detection and risk assessment methods often suffer from limitations such …

Method of wildfire risk assessment in consideration of land-use types: a case study in Central China

W Yue, C Ren, Y Liang, X Lin, J Liang - Forests, 2023 - mdpi.com
Research on wildfire risk can quantitatively assess the risk of wildfire damage to the
population, economy, and natural ecology. However, existing research has primarily …

[HTML][HTML] Impacts of wildfire smoke PM2. 5, greenspace and terrain ruggedness on life expectancy in the contiguous United States

Y Cao, J Wu - Science of the Total Environment, 2025 - Elsevier
Wildfire smoke PM 2.5 has been associated with many adverse health effects. However, little
is known about its impact on life expectancy. This study investigated the impact of wildfire …

Microarthropod responses to fire: vegetation cover modulates impacts on Collembola and Acari assemblages in Mediterranean area

L Santorufo, V Memoli, Z Monica, G Santini… - Fire Ecology, 2024 - Springer
Abstract Background In the Mediterranean region, fire is a recurring disturbance that impacts
both surface and underground organisms. While the effects on plants and surface animals …

Fire Smoke Elevated the Carbonaceous PM2. 5 Concentration and Mortality Burden in the Contiguous US and Southern Canada

Z **, GA Ferrada, D Zhang, N Scovronick… - Research …, 2024 - researchsquare.com
Despite emerging evidence on the health impacts of fine particulate matter (PM 2.5) from
wildland fire smoke, the specific effects of PM 2.5 composition on health outcomes remain …

Bridging the Gap on Data, Metrics, and Analyses for Grid Resilience to Weather Events: Information that utilities can provide regulators, state energy offices, and other …

MT Collins, M Whiting, JA Schellenberg, LC Schwartz - 2025 - escholarship.org
A growing number of states require regulated utilities to file resilience plans to improve the
electric grid's ability to anticipate, withstand, adapt to and recover from increasingly severe …

Evaluating the Efficiency, Equity, and Effectiveness of Wildfire Suppression Strategy Using the Microeconomic Toolkit

CR Bryan - 2024 - search.proquest.com
Most economic research related to wildfires focuses on their impact on people and
populations. In my dissertation, I use economic tools to evaluate the efficiency and equity of …

[PDF][PDF] Delineating Wildfire Risk Zones Using GIS-based Analytical Hierarchy Process in Los Angeles County, California

G Dass - 2024 - scholarworks.calstate.edu
I express my gratitude to my thesis reader and thesis committee members, Prof. Dr.
Sanchayeeta Adhikari and Prof. Dr. Alana Rader, to give their invaluable guidance in …