Relating McArthur fire danger indices to remote sensing derived burned area across Australia

SU Shah, M Yebra, AIJM Van Dijk… - International journal of …, 2022 - CSIRO Publishing
The McArthur grassland and forest fire danger indices, widely used in Australia, predict six
fire danger classes from 'Low-Moderate'to 'Catastrophic.'These classes were linked to the …

A New Fire Danger Index developed by random forest analysis of remote sensing derived fire sizes

SU Shah, M Yebra, AIJM Van Dijk, GJ Cary - Fire, 2022 - mdpi.com
Studies using remote sensing data for fire danger prediction have primarily relied on fire
ignitions data to develop fire danger indices (FDIs). However, these data may only represent …

What determines variation in remotely sensed fire severity? Consideration of remote sensing limitations and confounding factors

MG Gale, GJ Cary - International journal of wildland fire, 2022 - CSIRO Publishing
Analyses of the effects of topography, weather, land management, and fuel on fire severity
are increasingly common, and generally apply fire severity indices derived from satellite …

Assessment of fire danger vulnerability using McArthur's forest and grass fire danger indices

A Khastagir, N Jayasuriya, MA Bhuyian - Natural Hazards, 2018 - Springer
McArthur's fire danger index (FDI) is an integrated measure of the risk of fire occurrence,
spreading speed and containment difficulty. The climatic parameter-dependent McArthur …

Comparison of contrasting optical and LiDAR fire severity remote sensing methods in a heterogeneous forested landscape in south-eastern Australia

MG Gale, GJ Cary, M Yebra, AJ Leavesley… - … Journal of Remote …, 2022 - Taylor & Francis
Spectral indices derived from satellite optical remote sensing data have typically been used
for fire severity estimation, although other remote sensing systems such as Light Detection …

Spatial indicators of fire risk in the arid and semi-arid zone of Australia

D Turner, M Lewis, B Ostendorf - Ecological Indicators, 2011 - Elsevier
Fire plays a role in determining the shape of the earth's ecosystems, impacts socio-
economic issues, and influences our climate. In arid and semi-arid Australia (70% of the …

Training data requirements for fire severity mapping using Landsat imagery and random forest

L Collins, G McCarthy, A Mellor, G Newell… - Remote Sensing of …, 2020 - Elsevier
The ability to map fire severity is a requirement for fire management agencies worldwide.
The development of repeatable methods to produce accurate and consistent fire severity …

Measuring burn severity in forests of South-West Western Australia using MODIS

Y Walz - 2004 - opus.bibliothek.uni-wuerzburg.de
Burn severity was measured within the Mediterranean sclerophyll forests of south-west
Western Australia (WA) using remote sensing data from the Moderate Resolution Imaging …

[PDF][PDF] Mapping of fire severity and comparison of severity indices across vegetation types in Gibraltar Range National Park, Australia

L Kumar, P Clarke, C Muñoz… - International Archives of …, 2008 - researchgate.net
The effect of fire on natural resources is termed “fire severity” and is related to the energy
output of the fire. Recently the term “burn severity” has been introduced to identify the …

Improving fire severity prediction in south-eastern Australia using vegetation specific information

K He, X Shen, C Merow… - … Hazards and Earth …, 2023 - nhess.copernicus.org
Wildfire is a critical ecological disturbance in terrestrial ecosystems. Australia, in particular,
has experienced increasingly large and severe wildfires over the past two decades while …