International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire

International Journal of Wildland Fire

International Journal of Wildland Fire

International Journal of Wildland Fire publishes articles on basic and applied aspects of wildland fire science including, but not confined to, ecological impact, modelling fire and its effects, and management of fire. Read more about the journalMore

Editors-in-Chief: Susan G. Conard and Stefan Doerr

Publishing Model: Hybrid. Open Access options available.

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Current Issue

International Journal of Wildland Fire

Volume 29 Number 2 2020


This scoping review examined information about the impacts of wildland fires on children, adolescents and family functioning. Impacts of wildland fires are related to age, gender, time and property loss. Future investigations need to focus on the family unit, children and adolescents as primary participants within a disaster framework.

WF19039Current and future patterns of forest fire occurrence in China

Zhiwei Wu, Hong S. He, Robert E. Keane, Zhiliang Zhu, Yeqiao Wang and Yanlong Shan
pp. 104-119

This study analysed current and future potential patterns of forest fires at a national scale in China. Under projected climate change, the probability of fire could substantially increase in the not-too-distant future. Spatially, increased fire probability is projected to shift northward in China. The potentially altered fire probabilities would likely pose challenges to land managers in maintaining health and functions of forest ecosystems.

WF19070Likelihood and frequency of recurrent fire ignitions in highly urbanised Mediterranean landscapes

Mario Elia, Vincenzo Giannico, Giuseppina Spano, Raffaele Lafortezza and Giovanni Sanesi
pp. 120-131

We used Hurdle models to analyse the influence of human and biophysical variables in predicting both the likelihood and frequency of fire recurrent ignition points. They showed a negative relationship with population and road density and a positive relationship with land-cover variables. Road density was the strongest predictor of recurrent fire ignitions, followed by the presence of shrublands and grasslands. NDVI and NDWI were also good predictors of fire recurrence.

WF19066Wildland fire emission factors in North America: synthesis of existing data, measurement needs and management applications

Susan J. Prichard, Susan M. O'Neill, Paige Eagle, Anne G. Andreu, Brian Drye, Joel Dubowy, Shawn Urbanski and Tara M. Strand
pp. 132-147

An online database, the Smoke Emissions Repository Application (SERA), was created to provide summaries of wildland fire emissions factors to be used in smoke management and emissions inventories. Based on identified information needs, we offer recommendations for future studies, including greater emphasis of emissions studies in long-duration smouldering fires.

WF19043Forest stand and site characteristics influence fuel consumption in repeat prescribed burns

Jacob I. Levine, Brandon M. Collins, Robert A. York, Daniel E. Foster, Danny L. Fry and Scott L. Stephens
pp. 148-159

In the present study, we quantify the consumption of ground and surface fuels in first-, second- and third-entry prescribed burns. We find that the following characteristics influence fuel consumption: total fuel load; proportion of overstorey pine; slope; canopy cover; basal area of live trees; burn number; and stand.

WF19073Generation and evaluation of an ensemble of wildland fire simulations

Frédéric Allaire 0000-0003-3564-1564, Jean-Baptiste Filippi 0000-0002-6244-0648 and Vivien Mallet
pp. 160-173

We propose a new method to generate an ensemble of wildfire simulations to predict fire spread. Ensembles are evaluated with probabilistic scores that are new to the wildlfire community. Application to seven fires supports that the method may be used with the limited data availability typical of an operational context, provided that we can access sufficient computational resources.


Classifying post-fire imagery for building damage, destruction, and defensive actions at the 2012 Colorado Waldo Canyon Fire showed a favourable performance when compared with ground-based assessments. This work highlights the importance of including post-fire imagery in post-fire assessments and the need to account for defensive actions in post-fire studies of the wildland–urban interface.

WF19067Ecosystem management applications of resource objective wildfires in forests of the Grand Canyon National Park, USA

Michael T. Stoddard 0000-0002-9664-3873, Peter Z. Fulé, David W. Huffman, Andrew J. Sánchez Meador and John Paul Roccaforte
pp. 190-200

Resource objective wildfires improved ecological conditions by maintaining intact conditions in pine-oak forest, restoring forest structure in mixed-conifer forest, and shifting spruce-fir forest to more open and heterogeneous forest structure conditions, all of which promoted a more fire- and climate-resilient species composition.

Online Early

The peer-reviewed and edited version of record published online before inclusion in an issue

Published online 04 March 2020

WF19136Mapping fire regime ecoregions in California

Alexandra D. Syphard and Jon E. Keeley
 

Although most maps of fire regimes are derived from fire data, we spatially delineated eight distinctive fire regime ecoregions in California based on an unsupervised classification of biophysical and anthropogenic variables. The map corresponded well with the major land cover types of the state and provided clear separation of historical fire frequency and size.

Published online 02 March 2020

WF19124Drivers of long-distance spotting during wildfires in south-eastern Australia

Michael A. Storey 0000-0001-6662-9192, Owen F. Price, Jason J. Sharples and Ross A. Bradstock
 

We investigated the main drivers of spotting in wildfires by analysing infrared aerial images and environmental data for 338 spotting wildfires in south-east Australia. We found source fire area to be the most important predictor of spotting distance and number of spot fires (>500 m), with important secondary effects of fuel, weather and topography.

Published online 25 February 2020

WF19029A framework for prioritising prescribed burning on public land in Western Australia

Trevor Howard, Neil Burrows, Tony Smith, Glen Daniel and Lachlan McCaw
 

A risk-based framework for targeting investment in prescribed burning in Western Australia is presented. The framework provides principles and a rationale for programming fuel management with indicators to demonstrate that bushfire risk has been reduced to an acceptable level. Bushfire risk is determined through a risk assessment and prioritisation process.

Published online 25 February 2020

WF19129Seasonality and trends in human- and lightning-caused wildfires ≥ 2 ha in Canada, 1959–2018

Sean C. P. Coogan, Xinli Cai, Piyush Jain and Mike D. Flannigan
 

We analysed trends in human- and lightning-caused wildfires ≥ 2 ha in Canada for two time periods: 1959–2018 and 1981–2018. For the 1959–2018 period, 48% of wildfires were attributed to human cause, while 52% were due to lightning. For the 1981–2018 period, 44% of wildfires were attributed to humans and 56% to lightning.


We present an improved TBSI (temperature burn scar index) for mapping cropland burned areas caused by wildfires. The new model was applied to a winter wheat agricultural region in the Haihe River Basin in northern China. The results indicate that the proposed method is robust and accurate.

Published online 19 February 2020

WF19106Post-wildfire moss colonisation and soil functional enhancement in forests of the southwestern USA

Henry S. Grover 0000-0002-6293-5245, Matthew A. Bowker, Peter Z. Fulé, Kyle D. Doherty, Carolyn H. Sieg and Anita J. Antoninka
 

Fire mosses are early successional species that can colonise severely burned landscapes. We conducted a survey of 10 wildfires in the southwestern USA. Fire moss cover increased in shaded north-facing hillslopes in relatively wet locations. When compared with the bare soil surface, fire mosses reduced erosion and enhanced water infiltration.

Published online 17 February 2020

WF19081Effects of different vegetation types on burnt soil properties and microbial communities

Speranza C. Panico, Maria T. Ceccherini, Valeria Memoli, Giulia Maisto, Giacomo Pietramellara, Rossella Barile and Anna De Marco 0000-0002-3774-5538
 

Wildfires seem to amplify the differences for quantity and quality of soil organic matter and microbial amount and activity in soils under herbaceous and tree covers. This study investigated soil properties and microbial communities after fires that occurred in the summer of 2017 in Vesuvius National Park. Soils covered by herbaceous species, compared with those covered by trees, seem to be more sensitive to the overall variations owing to fire, and less able to restore their functionality – probably a result of the lowest microbial abundance and higher carbon losses.

Published online 13 February 2020

WF19010Exploring spatially varying relationships between forest fire and environmental factors at different quantile levels

Qianqian Cao, Lianjun Zhang, Zhangwen Su, Guangyu Wang and Futao Guo
 

We developed global and spatial quantile regression models to investigate the spatially varying relationships between forest fires and environmental factors at different quantiles of fire occurrence. Both models can identify the relationship between fire at different occurrence levels and their influencing factors; in particular, the spatial quantile regression model can provide more spatial information on the relationship across a large region and will be beneficial for fire management and prevention planning.

Published online 13 February 2020

WF19109Longer-term post-fire succession on Wyoming big sagebrush steppe

Jonathan D. Bates, Chad S. Boyd and Kirk W. Davies
 

We measured plant community succession, spanning 16 years, following fire on Wyoming big sagebrush steppe, eastern Oregon. Treatments were burned and unburned sagebrush steppe. Early succession was dominated by native herbaceous perennials, though non-native exotics also increased. It was estimated that cover of sagebrush would return to pre-burn levels in 115 years.

Published online 13 February 2020

WF19085Molecular composition of soil dissolved organic matter in recently-burned and long-unburned boreal forests

Jun'ichiro Ide 0000-0002-0992-7318, Mizue Ohashi, Kajar Köster, Frank Berninger, Ikumi Miura, Naoki Makita, Keitaro Yamase, Marjo Palviainen and Jukka Pumpanen
 

This study is the first to present how wildfires change the quality of dissolved organic matter (DOM) in boreal forest soil water as measured by ultra-high-resolution mass spectral analysis. The results suggest that fire generated several species of black carbon, but changed the DOM molecular composition only slightly because burned plant residues provided diverse lignin-like molecules in soils.

Published online 11 February 2020

WF18123Assessment of post-wildfire erosion risk and effects on water quality in south-western Australia

David Blake 0000-0003-3747-2960, Petter Nyman, Helen Nice, Frances M. L. D'Souza, Christopher R. J. Kavazos and Pierre Horwitz
 

We determine erosion risks across contrasting landforms and variable fire severity, using the Revised Universal Soil Loss Equation (RUSLE), and evaluate whether post-fire water quality impacts can be detected at river monitoring stations located on the coastal plain below the Darling escarpment in south-western Australia.

Published online 11 February 2020

WF19104Seasonal changes in wildland firefighter fitness and body composition

Steven E. Gaskill, Charles L. Dumke 0000-0002-6049-1951, Charles G. Palmer, Brent C. Ruby, Joseph W. Domitrovich and Joseph A. Sol
 

Changes in peak and sustainable aerobic fitness of wildland firefighters were evaluated over a wildland fire season. Individual and group peak aerobic fitness was unchanged. Sustainable aerobic fitness of crew members became more homogeneous, improving for initially less-fit firefighters but decreasing for initially more-fit firefighters. WLFFs lost small amounts of fat and lean body mass over the season.

Published online 07 February 2020

WF19028Disturbance history modulates how litter and herbaceous cover influence conifer regeneration after fire

Nathan S. Gill 0000-0003-1496-8197, Daniel Jarvis, John Rogan and Dominik Kulakowski
 

Post-fire organic litter and herbaceous cover depend on whether or not other disturbances precede fire. Resulting differences in ground cover affect post-fire regeneration of conifers. Litter cover promoted high-density conifer regeneration after fire-only, but inhibited it when blow-down or beetle outbreak preceded fire. Likewise, herbaceous cover promoted conifer regeneration after fire-only, but inhibited it when bark beetle outbreak preceded fire.

Published online 07 February 2020

WF19061Estimation of surface dead fine fuel moisture using automated fuel moisture sticks across a range of forests worldwide

Jane G. Cawson 0000-0003-3702-9504, Petter Nyman, Christian Schunk, Gary J. Sheridan 0000-0003-1755-7334, Thomas J. Duff, Kelsy Gibos, William D. Bovill, Marco Conedera, Gianni B. Pezzatti and Annette Menzel
 

Measurement of surface dead fine fuel moisture content is integral to wildfire management but challenging using conventional techniques. We assessed the ability of automated fuel sticks to estimate surface dead fine fuel moisture and concluded that they could be useful as a coarse measure of moisture after calibration.

Published online 07 February 2020

WF19186The effect of fuel bed height in grass fire spread: addressing the findings and recommendations of Moinuddin et al. (2018)

Miguel G. Cruz, Andrew L. Sullivan 0000-0002-8038-8724 and James S. Gould
 

Using rate of fire spread data from experiments in grass fuels, we comment on the simulation results obtained by Moinuddin et al. (2018). In contrast with these simulations results, available empirical data shows grass height to have a direct (positive) effect on rate of fire spread.

Published online 06 February 2020

WF19020The influence of pre-fire growth patterns on post-fire tree mortality for common conifers in western US parks

Phillip J. van Mantgem, Donald A. Falk, Emma C. Williams, Adrian J. Das and Nathan L. Stephenson
 

Tree growth provides an index of vigour; we demonstrate that measures of pre-fire tree growth appear to influence probabilities of delayed post-fire mortality in common conifers of the western USA. Fire severity is thus partially a function of tree vigour, and consequently may be affected by changing environmental conditions.

Published online 06 February 2020

WF19120Two methods for calculating wildland fire rate of forward spread

Jim S. Gould and Andrew L. Sullivan 0000-0002-8038-8724
 

Two methods for quantifying a fire’s speed are the cumulative and the interval spread rates. These two metrics were analysed using data from experimental fires conducted at laboratory and field scales. Mean spread rates for the interval method were found to be generally faster than that of the cumulative method.

Published online 06 February 2020

WF19092Standing dead trees contribute significantly to carbon budgets in Australian savannas

Garry D. Cook, Adam C. Liedloff, C. P. (Mick) Meyer, Anna E. Richards and Steven G. Bray
 

This paper quantifies dead wood dynamics in Australian savannas. Field observations and modelling demonstrate considerable scope for increasing carbon stocks in woody debris through reducing fire frequency. These calculations include standing dead trees, a hitherto unquantified carbon pool that comprises most of the woody debris in these systems.

Published online 28 January 2020

WF18237A method for estimating the socioeconomic impact of Earth observations in wildland fire suppression decisions

Vincent Herr, Adam K. Kochanski, Van V. Miller, Rich McCrea, Dan O'Brien and Jan Mandel
 

A method for estimating socioeconomic impacts of satellite observations in the context of supporting wildland fire suppression decisions is discussed. We address asset valuation issues and describe a simulated wildfire decision-making experiment in the setting of the 2011 Las Conchas Fire. Modelling was provided by WRF-SFIRE.

Published online 23 January 2020

WF19098Anthropogenic fire, vegetation structure and ethnobotanical uses in an alpine shrubland of Nepal’s Himalaya

Asha Paudel, Scott H. Markwith, Katie Konchar, Mani Shrestha 0000-0002-6165-8418 and Suresh K. Ghimire
 

Alpine environments are considered the Earth’s third pole and adversely affected by climate change. Himalaya residents often use fire for socioeconomic purposes. Fire in alpine shrublands can increase the availability of valuable herbaceous and woody species used as medicine, in religion and as fodder.

Published online 16 January 2020

WF19139Fire behaviour in wheat crops – effect of fuel structure on rate of fire spread

Miguel G. Cruz, Richard J. Hurley, Rachel Bessell and Andrew L. Sullivan 0000-0002-8038-8724
 

Field-scale fire experiments were conducted to quantify the effect of wheat crop condition on fire behaviour. Data were used to evaluate existing fire spread models applied operationally to forecast fire propagation in grass and croplands in Australia. These models were shown to adequately predict the rate of fire spread in wheat crops.

Published online 26 November 2019

WF18152Contemporary Aboriginal savanna burning projects in Arnhem Land: a regional description and analysis of the fire management aspirations of Traditional Owners

Jennifer Ansell, Jay Evans, Adjumarllarl Rangers, Arafura Swamp Rangers, Djelk Rangers, Jawoyn Rangers, Mimal Rangers, Numbulwar Numburindi Rangers, Warddeken Rangers, Yirralka Rangers and Yugul Mangi Rangers
 

Arnhem Land, in northern Australia, is home to several eligible offsets projects operated by Aboriginal people utilising local Aboriginal knowledge and customary burning techniques. In this paper we evaluate these contemporary savanna burning projects in relation to the fire management aspirations of Traditional Owners.

Published online 10 September 2019

WF18131What is the 'appropriate' fuel management regime for the Otway Ranges, Victoria, Australia? Developing a long-term fuel management strategy using the structured decision-making framework

Tim Gazzard, Terry Walshe, Peter Galvin, Owen Salkin, Michael Baker, Bec Cross and Peter Ashton
 

The use of a decision-making framework is demonstrated through a case study. The case study focuses on the process of selecting a long-term landscape fuel management strategy to guide operational delivery. The decision-making framework encourages stakeholder deliberation and supports decision makers to make decisions involving trade-offs of multiple values.

Published online 27 August 2019

WF18213Planned and unplanned fire regimes on public land in south-east Queensland

Martyn Eliott 0000-0002-8534-5862, Tom Lewis, Tyron Venn and Sanjeev Kumar Srivastava
 

Using past fire records, we identified planned and unplanned fire occurrences between 2004 and 2015 in south-east Queensland. Unplanned fires covered a larger extent, were more frequent and occurred mostly in spring, whereas planned fires occurred mostly in winter. The use of accurate fire records in mapping enhances fire management capabilities.


We present a statistical method to quantify and map wildfire spread to assets and the reduction gained by removing fuel from treatment blocks based on fire spread patterns in historical fires. The likelihood of spread to assets was highest in areas with high forest cover, but spread reduction was highest in treatment blocks at the wildland–urban interface.

Published online 18 June 2019

WF18128Cost effectiveness of fire management strategies in southern Australia

T. D. Penman and B. A. Cirulis
 

Fire managers need to make decisions about expenditure in a more transparent manner. Here we undertake an economic analysis of fire management in the Australian Capital Territory to identify cost-effective management approaches. Absence of fuel treatments in this landscape will increase the risk of loss in the long term.

Published online 11 June 2019

WF18135Quantification of inter-regional differences in risk mitigation from prescribed burning across multiple management values

Brett Cirulis, Hamish Clarke 0000-0002-8747-3729, Matthias Boer, Trent Penman, Owen Price and Ross Bradstock
 

We use fire behaviour simulations and Bayesian networks to estimate the risk mitigation effects of prescribed burning for area burnt, house loss, life loss, length of powerline and road damaged, and area burnt below minimum tolerable fire interval. Our methods can be used to quantify and compare risk across regions.

Published online 03 June 2019

WF18192Where to prescribe burn: the costs and benefits of prescribed burning close to houses

Veronique Florec, Michael Burton, David Pannell, Joel Kelso 0000-0001-9814-6435 and George Milne
 

We explored the cost and benefits of modifying the spatial arrangement of prescribed burns on public land. We found that wildland–urban (WUI) interface treatments are significantly more expensive than landscape treatments and, despite additional benefits gained from WUI treatments, in most cases, it is not the most economically efficient strategy.

Published online 27 February 2019

WF18127Challenges for prescribed fire management in Australia

Jeremy Russell-Smith, Andrew C. Edwards, Kamaljit K. Sangha, Cameron P. Yates and Mark R. Gardener
 

Australia’s sparsely settled rangelands cover 78% of the nation, where contemporary fire regimes range from being infrequently burnt in the arid centre following significant rainfall events, to being frequently burnt in northern savannas following annually reliable monsoonal rains. We show that limited prescribed fire management is undertaken today, and, with reference to the Northern Territory, illustrate the immense demographic, institutional, logistical, and economic challenges involved. Proposed solutions include supporting and contracting the developing network of remote Indigenous Ranger Groups to deliver front-line preparedness and response services, building on and taking advantage of commercial savanna burning projects, and nurturing cross-sectoral and -institutional arrangements generally.


Historically unmanaged fire regimes are implicated in the detected decline of savanna biodiversity. Analysis of a contemporary primarily carbon market funded indigenous fire management program shows that most defined ecological thresholds are being addressed. While there is room for improvement, and work is required to more appropriately define and monitor ecological fire regime thresholds, these results demonstrate what is possible through well-resourced co-operative fire management.

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