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Journal of the International Association of Wildland Fire
RESEARCH ARTICLE (Open Access)

Associations between Australian climate drivers and extreme weekly fire danger

Rachel Taylor A * , Andrew G. Marshall B C , Steven Crimp A D , Geoffrey J. Cary A , Sarah Harris E and Samuel Sauvage B
+ Author Affiliations
- Author Affiliations

A Fenner School of Environment & Society, B141 Linnaeus Way, Acton, Canberra 2601, Australia.

B Bureau of Meteorology, 111 Macquarie Street, Hobart, Tas. 7000, Australia.

C Centre for Applied Climate Sciences, University of Southern Queensland, Toowoomba, Qld 4350, Australia.

D Institute of Climate, Energy and Disaster Solutions, Fenner School of Environment and Society, The Australian National University, B141 Linnaeus Way, Acton, Canberra, ACT 2601, Australia.

E Fire Risk, Research and Community Preparedness, Country Fire Authority, 8 Lakeside Drive, Burwood East, Vic. 3151, Australia.

* Correspondence to: Rachel.Taylor@anu.edu.au

International Journal of Wildland Fire 33, WF23060 https://doi.org/10.1071/WF23060
Submitted: 2 May 2023  Accepted: 2 November 2023  Published: 13 December 2023

© 2024 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of IAWF. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Aims

We investigate the associations between major Australian climate drivers and extreme weekly fire danger throughout the year.

Methods

We use a composite-based approach, relating the probability of top-decile observed potential fire intensity to the positive and negative modes of the El Niño Southern Oscillation, Indian Ocean Dipole, Madden–Julian Oscillation, Southern Annular Mode, split-flow blocking and Subtropical Ridge Tasman Highs, both concurrently and at a variety of lag times.

Key results

The chance of extreme fire danger increases over broad regions of the continent in response to El Niño and positive Indian Ocean Dipole events, the negative mode of the Southern Annular Mode, split-flow Blocking Index and Subtropical Ridge Tasman High, and Madden–Julian Oscillation phases 5, 6, 2 and 8 in Austral summer, autumn, winter and spring respectively. These relationships exist not only concurrently, but also when a climate event occurs up to 6 months ahead of the season of interest.

Conclusions

These findings highlight the importance of considering the influence of diverse climate drivers, at a range of temporal lag periods, in understanding and predicting extreme fire danger.

Implications

The results of this study may aid in the development of effective fire management strategies and decision-making processes to mitigate the impacts of fire events in Australia.

Keywords: Australian Fire Danger Rating System, blocking highs, climate drivers, El Niño Southern Oscillation, fire intensity, fire risk, Indian Ocean Dipole, Madden–Julian Oscillation, Southern Annular Mode.

References

Australian Bureau of Meteorology (2016) Indian Ocean influences on Australian climate. Available at http://www.bom.gov.au/climate/iod/

Benger N, Gregory P, Fox-Hughes P (2022) Progress towards a new national seasonal fire outlook. The Australian Journal of Emergency Management 37(4), 59-62 Available at https://knowledge.aidr.org.au/media/9665/ajem-18-2022-04.pdf.
| Google Scholar |

Benger N, Gregory P, Fox-Hughes P (2023) Interpretation of seasonal fire outlooks. Available at https://www.afacconference.com.au/conference-program-v1/interpretation-of-seasonal-fire-outlooks

Biddle N, Bryant C, Gray M, Marasinghe D (2020) ‘Measuring the economic impact of early bushfire detection.’ (Centre for Social Research and Methods (ANU): Canberra, Australia)

Bird RB, Bird DW, Codding BF (2016) People, El Niño southern oscillation and fire in Australia: fire regimes and climate controls in hummock grasslands. Philosophical Transactions of the Royal Society B: Biological Sciences 371(1696), 20150343.
| Crossref | Google Scholar | PubMed |

Borchers Arriagada N, Palmer AJ, Bowman DM, Morgan GG, Jalaludin BB, Johnston FH (2020) Unprecedented smoke-related health burden associated with the 2019–20 bushfires in eastern Australia. Medical Journal of Australia 213, 282-283.
| Crossref | Google Scholar | PubMed |

Bureau of Meteorology (2021) What is el niño and what does it mean for Australia? Available at http://www.bom.gov.au/climate/updates/articles/a008-el-nino-and-australia.shtml [accessed 1 September 2022]

Bureau of Meteorology (2022a) 122 Years of Australian Rainfall. Available at http://www.bom.gov.au/climate/history/rainfall/ [accessed 31 August 2022]

Bureau of Meteorology (2022b) Bushfire Weather. Available at http://www.bom.gov.au/weather-services/fire-weather-centre/bushfire-weather/index.shtml [accessed 20 September]

Bureau of Meteorology (2022c) Madden–Julian Oscillation (MJO). Available at http://www.bom.gov.au/climate/mjo/#tabs=Averages [accessed 30 September]

Burrows ND, Ward B, Robinson AD (1995) Jarrah forest fire history from stem analysis and anthropological evidence. Australian Forestry 58(1), 7-16.
| Crossref | Google Scholar |

Byram G (1959) Combustion of forest fuels. In ‘Forest Fire: Control and Use’. (Ed. KP Davis) pp. 61–89. (McGraw-Hill: New York, NY, USA)

Canadell JG, Meyer CP, Cook GD, Dowdy A, Briggs PR, Knauer J, Pepler A, Haverd V (2021) Multi-decadal increase of forest burned area in Australia is linked to climate change. Nature Communications 12(1), 6921.
| Crossref | Google Scholar | PubMed |

Ceranic I (2020) La Nina set to bring more cyclones to WA’s north, but extra rain is unlikely to help the south-west. Australian Broadcasting Commission. Available at https://www.abc.net.au/news/2020-09-12/la-nina-set-to-bring-rain-but-south-west-wa-will-likely-miss-out/12651612 (Accessed 12 September)

Clarke H, Evans JP (2018) Exploring the future change space for fire weather in southeast Australia. Theoretical and Applied Climatology 136, 513-527.
| Crossref | Google Scholar |

Clarke H, Lucas C, Smith P (2013) Changes in Australian fire weather between 1973 and 2010. International Journal of Climatology 33(4), 931-944.
| Crossref | Google Scholar |

Cowan T, Wheeler MC, Marshall AG (2023) The combined influence of the Madden–Julian Oscillation and El Niño Southern Oscillation on Australian rainfall. Journal of Climate 36, 313-334.
| Crossref | Google Scholar |

Cruz MG, Sullivan AL, Gould JS, Sims NC, Bannister AJ, Hollis JJ, Hurley RJ (2012) Anatomy of a catastrophic wildfire: the Black Saturday Kilmore East fire in Victoria, Australia. Forest Ecology and Management 284, 269-285.
| Crossref | Google Scholar |

CSIRO and Bureau of Meteorology (2020) State of the Climate 2020, Australia. Available at http://www.bom.gov.au/state-of-the-climate/index.shtml

Dickman C, McDonald T (2020) Some personal reflections on the present and future of Australia’s fauna in an increasingly fire-prone continent. Ecological Management & Restoration 21(2), 86-96.
| Crossref | Google Scholar |

Dowdy AJ (2018) Climatological variability of fire weather in Australia. Journal of Applied Meteorology and Climatology 57(2), 221-234.
| Crossref | Google Scholar |

Dowdy AJ (2020) Seamless climate change projections and seasonal predictions for bushfires in Australia. Journal of Southern Hemisphere Earth Systems Science 70(1), 120-138.
| Crossref | Google Scholar |

Freund M, Henley BJ, Karoly DJ, Allen KJ, Baker PJ (2017) Multi-century cool- and warm-season rainfall reconstructions for Australia's major climatic regions. Climate of the Past 13(12), 1751-1770.
| Crossref | Google Scholar |

Freund MB, Marshall AG, Wheeler MC, Brown JN (2021) Central Pacific El Niño as a precursor to summer drought-breaking rainfall over southeastern Australia. Geophysical Research Letters 48(7), e2020GL091131.
| Crossref | Google Scholar |

Gill AM, Stephens SL, Cary GJ (2013) The worldwide ‘wildfire’ problem. Ecological Applications 23(2), 438-454.
| Crossref | Google Scholar | PubMed |

Gong D, Wang S (1999) Definition of Antarctic oscillation index. Geophysical Research Letters 26(4), 459-462.
| Crossref | Google Scholar |

Gregory P (2021) AFDRS Climatology, online dataset.

Harris S, Lucas C (2019) Understanding the variability of Australian fire weather between 1973 and 2017. PLoS One 14(9), e0222328.
| Crossref | Google Scholar | PubMed |

Hendon HH, Thompson DWJ, Wheeler MC (2007) Australian rainfall and surface temperature variations associated with the southern hemisphere annular mode. Journal of Climate 20(11), 2452-2467.
| Crossref | Google Scholar |

Itterly K, Taylor P, Roberts JB (2021) Satellite perspectives of sea surface temperature diurnal warming on atmospheric moistening and radiative heating during MJO. Journal of Climate 34, 1203-1226.
| Crossref | Google Scholar |

Jolly WM, Cochrane MA, Freeborn PH, Holden ZA, Brown TJ, Williamson GJ, Bowman DMJS (2015) Climate-induced variations in global wildfire danger from 1979 to 2013. Nature Communications 6, 7537.
| Crossref | Google Scholar | PubMed |

Jones DA, Wang W, Fawcett R (2009) High-quality spatial climate data-sets for Australia. Australian Meteorological and Oceanographic Journal 58(4), 233-248.
| Crossref | Google Scholar |

Jones MW, Abatzoglou JT, Veraverbeke S, Andela N, Lasslop G, Forkel M, Smith AJP, Burton C, Betts RA, van der Werf GR, Sitch S, Canadell JG, Santín C, Kolden C, Doerr SH, Le Quéré C (2022) Global and regional trends and drivers of fire under climate change. Reviews of Geophysics 60(3), e2020RG000726.
| Crossref | Google Scholar |

Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds R, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bulletin of the American Meteorological Society 77(3), 437-471.
| Crossref | Google Scholar |

Kenny B, Matthews S, Grootemaat S, Hollis J, Sauvage S, Fox-Hughes P (2019) Australian Fire Danger Rating System Research Prototype: National fuel map. In ‘6th International Fire Behavior and Fuels Conference’, Sydney, Australia. (International Association of Wildland Fire) Available at https://www.researchgate.net/publication/332901037_Proceedings_for_the_6th_International_Fire_Behavior_and_Fuels_Conference_Australian_Fire_Danger_Rating_System_Research_Prototype_National_fuel_map

Kim K-Y, Kullgren K, Lim G-H, Boo K-O, Kim B-M (2006) Physical mechanisms of the Australian summer monsoon: 2. Variability of strength and onset and termination times. Journal of Geophysical Research: Atmospheres 111(D20), D20105.
| Crossref | Google Scholar |

Lawrence J, Mackey B, Chiew F (2022) Australasia. In ‘Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change’. (Eds HO Pörtner, DCR Tignor, MES Poloczanska, K Mintenbeck, A Alegría, M Craig, S Langsdorf, S Löschke, V Möller, A Okem, B Rama) pp. 1581–1688. (Cambridge University Press: Cambridge, UK and New York, USA)

Lisonbee J, Ribbe J (2021) Seasonal climate influences on the timing of the Australian monsoon onset. Weather and Climate Dynamics 2(2), 489-506.
| Crossref | Google Scholar |

Ma Y, Sun J, Dong T, Yu W, Dong W (2022) More profound impact of CP ENSO on Australian spring rainfall in recent decades. Climate Dynamics 60, 3065-3079.
| Crossref | Google Scholar |

Marshall AG, Hudson D, Hendon HH, Pook MJ, Alves O, Wheeler MC (2013) Simulation and prediction of blocking in the Australian region and its influence on intra-seasonal rainfall in POAMA-2. Climate Dynamics 42, 3271-3288.
| Crossref | Google Scholar |

Marshall AG, Hudson D, Wheeler MC, Alves O, Hendon HH, Pook MJ, Risbey JS (2014) Intra-seasonal drivers of extreme heat over Australia in observations and POAMA-2. Climate Dynamics 43(7), 1915-1937.
| Crossref | Google Scholar |

Marshall AG, Gregory PA, de Burgh-Day CO, Griffiths M (2021) Subseasonal drivers of extreme fire weather in Australia and its prediction in ACCESS-S1 during spring and summer. Climate Dynamics 58, 523-553.
| Crossref | Google Scholar |

Marshall AG, Wang G, Hendon HH, Lin H (2022) Madden–Julian Oscillation teleconnections to Australian springtime temperature extremes and their prediction in ACCESS-S1. Climate Dynamics 61, 431-447.
| Crossref | Google Scholar |

McArthur AG (1966) Weather and grassland fire behaviour. Forest Research Institute, Forestry and Timber Bureau.

McCoy L, Field, D (2022) Lessons from NSW RFS trial of the Australian fire danger rating system. The Australian Journal of Emergency Management 37(4), 55-58 https://search.informit.org/doi/10.3316/informit.738269919163057.
| Google Scholar |

Molyneaux R, Gibbs L, Bryant RA, Humphreys C, Hegarty K, Kellett C, Gallagher HC, Block K, Harms L, Richardson JF, Alkemade N, Forbes D (2020) Interpersonal violence and mental health outcomes following disaster. BJPsych Open 6(1), E1.
| Crossref | Google Scholar |

Mulkern A (20 May 2019) Firefighter suicides rise in the wake of deadly wildland blazes. Scientific American. Available at https://www.scientificamerican.com/article/firefighter-suicides-rise-in-the-wake-of-deadly-wildland-blazes/

Murphy BP, Bradstock RA, Boer MM, Carter J, Cary GJ, Cochrane MA, Fensham RJ, Russell‐Smith J, Williamson GJ, Bowman DMJS (2013) Fire regimes of Australia: a pyrogeographic model system. Journal of Biogeography 40(6), 1048-1058.
| Crossref | Google Scholar |

Nicholls N (2004) The changing nature of Australian droughts. Climatic Change 63(3), 323-336.
| Crossref | Google Scholar |

NOAA (2023) Assessing the Global Climate in March 2023. https://www.ncei.noaa.gov/news/global-climate-202303

Parkinson D, Zara C (2013) The hidden disaster: domestic violence in the aftermath of natural disaster. The Australian Journal of Emergency Management 28(2), 28-35.
| Crossref | Google Scholar |

Philip SY, Kew SF, van Oldenborgh GJ, Anslow FS, Seneviratne SI, Vautard R, Coumou D, Ebi KL, Arrighi J, Singh R, van Aalst M, Pereira Marghidan C, Wehner M, Yang W, Li S, Schumacher DL, Hauser M, Bonnet R, Luu LN, Lehner F, Gillett N, Tradowsky J, Vecchi GA, Rodell C, Stull RB, Howard R, Otto FEL (2021) Rapid attribution analysis of the extraordinary heatwave on the Pacific Coast of the US and Canada June 2021. Earth System Dynamics Discussions 2021, 1-34.
| Crossref | Google Scholar |

Pook MJ, Gibson T (1999) Atmospheric blocking and storm tracks during SOP-1 of the FROST Project. Australian Meteorological Magazine 48, 51-60.
| Google Scholar |

Pook MJ, Risbey JS, McIntosh PC, Ummenhofer CC, Marshall AG, Meyers GA (2013) The seasonal cycle of blocking and associated physical mechanisms in the Australian region and relationship with rainfall. Monthly Weather Review 141(12), 4534-4553.
| Crossref | Google Scholar |

Quiggin J (10 January 2020) Australia is promising $2 billion for the fires. I estimate recovery will cost $100 billion. CNN. Available at https://edition.cnn.com/2020/01/10/perspectives/australia-fires-cost/index.html

Read P, Denniss R (2020) With costs approaching $100 billion, the fires are Australia’s costliest natural disaster. The Conversation. Available at https://theconversation.com/with-costs-approaching-100-billion-the-fires-are-australias-costliest-natural-disaster-129433

Reeder MJ, Spengler T, Musgrave R (2015) Rossby waves, extreme fronts, and wildfires in southeastern Australia. Geophysical Research Letters 42(6), 2015-2023.
| Crossref | Google Scholar |

Richardson D, Black AS, Monselesan DP, Risbey JS, Squire DT, Tozer CR, Canadell JG (2021) Increased extreme fire weather occurrence in southeast Australia and related atmospheric drivers. Weather and Climate Extremes 34, 100397.
| Crossref | Google Scholar |

Riley KL, Abatzoglou JT, Grenfell IC, Klene AE, Heinsch FA (2013) The relationship of large fire occurrence with drought and fire danger indices in the western USA, 1984–2008: the role of temporal scale. International Journal of Wildland Fire 22(7), 894-909.
| Crossref | Google Scholar |

Risbey JS, Pook MJ, McIntosh PC, Wheeler MC, Hendon HH (2009) On the remote drivers of rainfall variability in Australia. Monthly Weather Review 137(10), 3233-3253.
| Crossref | Google Scholar |

Saji NH, Yamagata T (2003) Possible impacts of Indian Ocean Dipole mode events on global climate. Climate Research 25, 151-169.
| Crossref | Google Scholar |

Sauvage S, Fox‐Hughes P, Matthews S, Kenny B, Hollis J, Grootemaat S, Jakob D, Su C-H, Eizenberg N, Steinle P (2019) A preliminary climatology of the Australian Fire Danger Rating Prototype. In ‘Proceedings for the 6th International Fire Behavior and Fuels Conference’. (International Association of Wildland Fire: Missoula, Montana, USA)

Schiermeier Q (2018) Droughts, heatwaves and floods: How to tell when climate change is to blame. Nature 560(7717), 20-22.
| Crossref | Google Scholar | PubMed |

Sharples JJ, Cary GJ, Fox-Hughes P, Mooney S, Evans JP, Fletcher M-S, Fromm M, Grierson PF, McRae R, Baker P (2016) Natural hazards in Australia: extreme bushfire. Climatic Change 139(1), 85-99.
| Crossref | Google Scholar |

Su CH, Eizenberg N, Steinle P, Jakob D, Fox-Hughes P, White CJ, Rennie S, Franklin C, Dharssi I, Zhu H (2019) BARRA v1.0: the Bureau of Meteorology Atmospheric high-resolution Regional Reanalysis for Australia. Geoscientific Model Development 12(5), 2049-2068.
| Crossref | Google Scholar |

Sullivan AL, McCaw WL, Cruz MG, Matthews S, Ellis PF (2012) Fuel, fire weather and fire behaviour in Australian ecosystems. In ‘Flammable Australia: fire regimes, biodiversity and ecosystems in a changing world’. (Eds RA Bradstock, M Gill, RJ Williams) pp. 51–77. (CSIRO Publishing: Melbourne, Vic, Australia)

Trenberth Kevin (1997) The Definition of El Niño. Bulletin of the American Meteorological Society 78(12), 2771-2778.
| Crossref | Google Scholar |

United Nations Environment Programme (2020) Ten impacts of the Australian bushfires. Available at https://www.unep.org/news-and-stories/story/ten-impacts-australian-bushfires

United Nations Environment Programme (2022) Spreading like Wildfire – The Rising Threat of Extraordinary Landscape Fires. A UNEP Rapid Response Assessment, Nairobi, Kenya. Available at https://www.unep.org/resources/report/spreading-wildfire-rising-threat-extraordinary-landscape-fires

van Oldenborgh GJ, Krikken F, Lewis S, Leach NJ, Lehner F, Saunders KR, Van Weele M, Haustein K, Li S, Wallom D (2020) Attribution of the Australian bushfire risk to anthropogenic climate change. Natural Hazards and Earth System Sciences 21, 941-960.
| Crossref | Google Scholar |

Vieira I, Dupe C, de Ruyter T (2022) Bushfires in WA: Monster blaze still wreaking havoc across Wheatbelt. Available at https://thewest.com.au/news/bushfires/bushfires-in-wa-monster-blaze-still-wreaking-havoc-across-wheatbelt-c-5598237

Wang B, Wu R, Li T (2003) Atmosphere–Warm Ocean Interaction and Its Impacts on Asian–Australian Monsoon Variation. Journal of Climate 16(8), 1195-1211.
| Crossref | Google Scholar |

Wang B, Yang J, Zhou T, Wang B (2008) Interdecadal changes in the major modes of Asian–Australian monsoon variability: strengthening relationship with ENSO since the late 1970s. Journal of Climate 21(8), 1771-1789.
| Crossref | Google Scholar |

Wang G, Cai W (2020) Two-year consecutive concurrences of positive Indian Ocean Dipole and Central Pacific El Niño preconditioned the 2019/2020 Australian ‘Black Summer’ bushfires. Geoscience Letters 7(1), 19.
| Crossref | Google Scholar |

Wang G, Hendon HH (2007) Sensitivity of Australian rainfall to Inter–El Niño variations. Journal of Climate 20(16), 4211-4226.
| Crossref | Google Scholar |

Wheeler Matthew, Hendon Harry (2004) An All-Season Real-Time Multivariate MJO Index: Development of an Index for Monitoring and Prediction. Monthly Weather Review 132(8), 1917-1932.
| Crossref | Google Scholar |

Williams R, Griffiths A (1999) Fire regimes and biodiversity in the wet-dry tropical savanna landscape of northern Australia. In ‘Flammable Australia: the fire regimes and biodiversity of a continent’. (Eds RA Bradstock, J Williams, MA Gill) (Cambridge University Press: Cambridge, UK)

Williams RJ, Bradstock RA, Cary GJ, Enright NJ, Gill AM, Leidloff A, Lucas C, Whelan RJ, Andersen AN, Bowman DJ (2009) ‘Interactions between climate change, fire regimes and biodiversity in Australia: a preliminary assessment.’ Report to the Department of Climate Change and the Department of the Environment, Water, Heritage and the Arts, Canberra, Australia.

9 News Staff (6 February 2021) WA homes destroyed by Wooroloo bushfire rises to 86 as second ‘suspicious’ blaze controlled. 9 News. Available at https://www.9news.com.au/national/western-australia-perth-north-east-bushfires-emergency-fifth-day-emergency/458b8192-a9c3-4701-a05a-71fa2fc0a9ce