Prescribed burning as a fuel treatment seeks to moderate wildfire impacts and decreases
the areal extent of wildfires by increasing the effectiveness of fire suppression. Assessment …

The knowledge of a free-burning fire's potential rate of spread is critical for safe and effective
bushfire control and use. A number of models for predicting the head-fire rate of spread in …

The realm of wildland fire science encompasses both wild and prescribed fires. Most of the
research in the broader field has focused on wildfires, however, despite the prevalence of …

This paper provides insight into the use of Machine Learning (ML) models for the
assessment of human-caused wildfire occurrence. It proposes the use of ML within the …

A shrubland fire behaviour dataset was assembled using data from experimental studies in
Australia, New Zealand, Europe and South Africa. The dataset covers a wide range of …

The degree of accuracy in model predictions of rate of spread in wildland fires is dependent
on the model's applicability to a given situation, the validity of the model's relationships, and …

Wildland fires have an irreplaceable role in sustaining many of our forests, shrublands and
grasslands. They can be used as controlled burns or occur as free-burning wildfires, and …

Background: Fire danger rating systems are used daily across Australia to support fire
management operations and communications to the general public regarding potential fire …

Evaluation is a crucial component for model credibility and acceptance by researchers and
resource managers. The nature and characteristics of free-burning wildland fires pose …

Purpose of Review A wildland fire is a complex phenomenon driven by the interactions of a
number of fundamental chemical and physical processes involved in the combustion and …