Forest fire fuel through the lens of remote sensing: Review of approaches, challenges and future directions in the remote sensing of biotic determinants of fire …
Forested environments are subject to large and high intensity unplanned fire events, owing
to, among other factors, the high quantity and complex structure of fuel in these …
to, among other factors, the high quantity and complex structure of fuel in these …
Review of remote sensing applications in grassland monitoring
The application of remote sensing technology in grassland monitoring and management has
been ongoing for decades. Compared with traditional ground measurements, remote …
been ongoing for decades. Compared with traditional ground measurements, remote …
[HTML][HTML] Global fuel moisture content mapping from MODIS
Fuel moisture content (FMC) of live vegetation is a crucial wildfire risk and spread rate driver.
This study presents the first daily FMC product at a global scale and 500 m pixel resolution …
This study presents the first daily FMC product at a global scale and 500 m pixel resolution …
Empirical models for spatio-temporal live fuel moisture content estimation in mixed mediterranean vegetation areas using sentinel-2 indices and meteorological data
Live fuel moisture content (LFMC) is an input factor in fire behavior simulation models highly
contributing to fire ignition and propagation. Developing models capable of accurately …
contributing to fire ignition and propagation. Developing models capable of accurately …
Live fuel moisture content estimation from MODIS: A deep learning approach
Live fuel moisture content (LFMC) is an essential variable to model fire danger and
behaviour. This paper presents the first application of deep learning to LFMC estimation …
behaviour. This paper presents the first application of deep learning to LFMC estimation …
[HTML][HTML] SAR-enhanced mapping of live fuel moisture content
Assessing wildfire risk presents several challenges due to uncertainty in fuel flammability
and ignition potential. Live fuel moisture content (LFMC)-the mass of water per unit dry …
and ignition potential. Live fuel moisture content (LFMC)-the mass of water per unit dry …
Live fuel moisture content mapping in the Mediterranean Basin using random forests and combining MODIS spectral and thermal data
A Cunill Camprubi, P González-Moreno… - Remote Sensing, 2022 - mdpi.com
Remotely sensed vegetation indices have been widely used to estimate live fuel moisture
content (LFMC). However, marked differences in vegetation structure affect the relationship …
content (LFMC). However, marked differences in vegetation structure affect the relationship …
[HTML][HTML] Incorporating fire spread simulation and machine learning algorithms to estimate crown fire potential for pine forests in Sichuan, China
Accurate estimation of crown fire potential (CFP) can improve guidance on crown fire control
and management. However, robust simulations of crown fire behavior are still challenging …
and management. However, robust simulations of crown fire behavior are still challenging …
Determining fuel moisture thresholds to assess wildfire hazard: A contribution to an operational early warning system
JP Argañaraz, MA Landi, CM Scavuzzo, LM Bellis - PloS one, 2018 - journals.plos.org
Fuel moisture content (FMC) is an important fuel property for assessing wildfire hazard,
since it influences fuel flammability and fire behavior. The relationship between FMC and fire …
since it influences fuel flammability and fire behavior. The relationship between FMC and fire …
Fire danger observed from space
ML Pettinari, E Chuvieco - Surveys in Geophysics, 2020 - Springer
Biomass burning is one of the critical components of the Earth system, significantly affecting
atmospheric emissions and carbon budgets. Fires occurring in the interface between …
atmospheric emissions and carbon budgets. Fires occurring in the interface between …