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

Australian Fire Danger Rating System Research Prototype: a climatology

S. Sauvage A , P. Fox-Hughes https://orcid.org/0000-0002-0083-9928 A * , S. Matthews B F , B. J. Kenny B G , J. J. Hollis B E , S. Grootemaat B H , J. W. Runcie B , A. Holmes B , R. M. B. Harris C , P. T. Love C and G. Williamson https://orcid.org/0000-0002-3469-7550 C D
+ Author Affiliations
- Author Affiliations

A Bureau of Meteorology, GPO Box 727, Hobart, Tas. 7001, Australia.

B New South Wales Rural Fire Service, Locked Bag 17, Granville, NSW 2142, Australia.

C School of Geography, Planning, and Spatial Sciences, University of Tasmania, Locked Bag 78, Hobart, Tas. 7001, Australia.

D School of Natural Sciences, University of Tasmania, Locked Bag 78, Hobart, Tas. 7001, Australia.

E Present address: Department of Biodiversity, Conservation & Attractions, Brain Street, Manjimup, WA 6258, Australia.

F Present address: Nova Systems, 100 William Street, Woolloomooloo, NSW 2011, Australia.

G Present address: Nature Conservation Council of NSW, Level 8, 418A Elizabeth Street, Surry Hills, NSW 2010, Australia.

H Present address: NSW National Parks and Wildlife Service, 4PS, 12 Darcy Street, Parramatta, NSW 2150, Australia.

* Correspondence to: paul.fox-hughes@bom.gov.au

International Journal of Wildland Fire 33, WF23144 https://doi.org/10.1071/WF23144
Submitted: 11 September 2023  Accepted: 8 February 2024  Published: 21 March 2024

© 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

Background

Historical records of fire weather phenomena provide valuable insights into spatial and temporal trends which can inform further research and are important tools for planning.

Aims

We outline a 19-year climatology of a Research Prototype (AFDRSRP), of the new Australian Fire Danger Rating System, documenting its spatial and temporal characteristics.

Methods

The analysis utilises the Australian Bureau of Meteorology’s high-resolution reanalysis suite (BARRA), together with fuel data provided by Australian fire agencies. We examine the spatial and temporal distribution of the AFDRSRP. Distributions are categorised by fuel type, analysing relative variability across time and space.

Key results

The results validate the broad behaviour of the new system and provide insight into the variation of fire danger throughout Australia, adding detail to the understanding of timing of peak fire danger both diurnally and annually.

Conclusions

While the AFDRSRP differs from the operational system in its fire danger rating categories and tuning of algorithms, it nonetheless provides useful insights into the operational implementation.

Implications

These results will be essential for planning during fire seasons.

Keywords: AFDRS, Australia, climatology, fire behaviour, fire danger ratings, reanalysis, seasonality, temporal and spatial variability.

References

Anderson WR, Cruz MG, Fernandes PM, McCaw L, Vega JA, Bradstock RA, Fogarty L, Gould J, McCarthy G, Marsden-Smedley JB, Matthews S, Mattingley G, Pearce HG, van Wilgen BW (2015) A generic, empirical-based model for predicting rate of fire spread in shrublands. International Journal of Wildland Fire 24, 443-460.
| Crossref | Google Scholar |

Andrews PL, Loftsgaarden DO, Bradshaw LS (2003) Evaluation of fire danger rating indexes using logistic regression and percentile analysis. International Journal of Wildland Fire 12, 213-226.
| Crossref | Google Scholar |

Beringer J, Hutley LB, Abramson D, Arndt SK, Briggs P, Bristow M, Canadell JG, Cernusak LA, Eamus D, Edwards AC, Evans BJ, Fest B, Goergen K, Grover SP, Hacker J, Haverd V, Kanniah K, Livesley SJ, Lynch A, Maier S, Moore C, Raupach M, Russell-Smith J, Scheiter S, Tapper NJ, Uotila P (2015) Fire in Australian savannas: from leaf to landscape. Global Change Biology 21, 62-81.
| Crossref | Google Scholar | PubMed |

Bureau of Meteorology (2019a) Special Climate Statement 71—severe fire weather conditions in southeast Queensland and northeast New South Wales in September 2019. (Melbourne, Australia). Available at http://www.bom.gov.au/climate/current/statements/scs71.pdf [verified 01 November 2021]

Bureau of Meteorology (2019b) Special Climate Statement 72— dangerous bushfire weather in spring 2019. (Melbourne, Australia). Available at http://www.bom.gov.au/climate/current/statements/scs72.pdf [verified 01 November 2021]

Bureau of Meteorology (2020) Special Climate Statement 73—extreme heat and fire weather in December 2019 and January 2020. (Melbourne, Australia). Available at http://www.bom.gov.au/climate/current/statements/scs73.pdf [verified 20 February 2024]

Burgan RE (1988) 1988 Revisions to the 1978 National Fire-Danger Rating System. (USDA Forest Service, Southeastern Forest Experiment Station: Asheville, NC)

Burrows N, Gill M, Sharples J (2018) Development and validation of a model for predicting fire behaviour in spinifex grasslands of arid Australia. International Journal of Wildland Fire 27, 271-279.
| Crossref | Google Scholar |

Camia A, Amatulli G (2009) Weather factors and fire danger in the Mediterranean. In ‘Earth Observation of Wildland Fires in Mediterranean Ecosystems’. (Ed. E Chuvieco) pp. 71–82. (Springer-Verlag: Berlin)

Cheney NP, Sullivan A (2008) ‘Grassfires: Fuel, weather and fire behaviour.’ (CSIRO Publishing: Melbourne, Vic., Australia)

Cheney NP, Gould JS, Catchpole WR (1998) Prediction of fire spread in grasslands. International Journal of Wildland Fire 8, 1-13.
| Crossref | Google Scholar |

Cheney NP, Gould JS, McCaw WL, Anderson WR (2012) Predicting fire behaviour in dry eucalypt forest in southern Australia. Forest Ecology and Management 280, 120-131.
| Crossref | Google Scholar |

Chu T, Guo X (2014) An assessment of fire occurrence regime and performance of Canadian fire weather index in south central Siberian boreal region. Natural Hazards and Earth System Sciences Discussions 2, 4711-4742.
| Crossref | Google Scholar |

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

Cruz MG, Alexander ME, Fernandes PAM (2008) Development of a model system to predict wildfire behaviour in pine plantations. Australian Forestry 71, 113-121.
| Crossref | Google Scholar |

Cruz MG, McCaw WL, Anderson WR, Gould JS (2013) Fire behaviour modelling in semi-arid mallee-heath shrublands of southern Australia. Environmental Modelling & Software 40, 21-34.
| Crossref | Google Scholar |

Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge‐Sanz BM, Morcrette J-J, Park B-K, Peubey C, de Rosnay P, Tavolato C, Thépaut J-N, Vitart F (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Quarterly Journal of the Royal Meteorological Society 137, 553-597.
| Crossref | Google Scholar |

Deeming JE, Burgan RE, Cohen JD (1977) The National Fire-Danger Rating System – 1978. (USDA Forest Service, Intermountain Forest and Range Experiment Station: Ogden, Utah)

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

Dowdy AJ, Pepler A (2018) Pyroconvection risk in Australia: climatological changes in atmospheric stability and surface fire weather conditions. Geophysical Research Letters 45, 2005-2013.
| Crossref | Google Scholar |

Dowdy AJ, Mills GA, Finkele K, De Groot W (2009) Australian fire weather as represented by the McArthur Forest Fire Danger Index and the Canadian Forest Fire Weather Index. CAWCR Technical Report No. 10. (Centre for Australian Weather and Climate Research, Bushfire Cooperative Research Centre and Canadian Forest Service) Available at http://www.bushfirecrc.com/publications/citation/bf-3549 [verified 1 November 2021]

Dowdy AJ, Mills GA, Finkele K, de Groot W (2010) Index sensitivity analysis applied to the Canadian Forest Fire Weather Index and the McArthur Forest Fire Danger Index. Meteorological Applications 17, 298-312.
| Crossref | Google Scholar |

Field RD, Spessa AC, Aziz NA, Camia A, Cantin A, Carr R, de Groot WJ, Dowdy AJ, Flannigan MD, Manomaiphiboon K, Pappenberger F, Tanpipat V, Wang X (2015) Development of a Global Fire Weather Database. Natural Hazards and Earth System Sciences. 15, 1407-1423.
| Crossref | Google Scholar |

Fox-Hughes P (2008) A fire danger climatology for Tasmania. Australian Meteorological Magazine 57(2), 109-120.
| Google Scholar |

Fox-Hughes P (2011) Impact of more frequent observations on the understanding of Tasmanian fire danger. Journal of Applied Meteorology and Climatology 50, 1617-1626.
| Crossref | Google Scholar |

Fox-Hughes P, Sauvage S, Matthews S, Kenny BJ, Hollis JJ, Grootemaat S, Jakob D, Su CH, Eizenberg N, Steinle P (2019) Changes in the diurnal cycle of fire danger with elevation in Tasmania: the old and the new. In ‘6th International Fire Behavior and Fuels Conference’, April 29–May 3 2019, Sydney, Australia. (International Association of Wildland Fire: Missoula, MT, USA)

Freeborn PH, Jolly WM, Cochrane MA (2016) Impacts of changing fire weather conditions on reconstructed trends in U.S. wildland fire activity from 1979 to 2014. Journal of Geophysical Research: Biogeosciences 121, 2856-2876.
| Crossref | Google Scholar |

Frost AJ, Ramchurn A, Smith A (2018) The Australian Landscape Water Balance model (AWRA-L v6). Technical Description of the Australian Water Resources Assessment Landscape model version 6. Bureau of Meteorology Technical Report. (Melbourne, Australia) Available at http://www.bom.gov.au/water/landscape/assets/static/publications/AWRALv6_Model_Description_Report.pdf [Verified 01 November 2021].

Griffiths D (1999) Improved formula for the drought factor in McArthur’s Forest Fire Danger Meter. Australian Forestry 62, 202-206.
| Crossref | Google Scholar |

Grootemaat S, Matthews S, Kenny BJ, Runcie J, Hollis JJ, Sauvage S, Fox-Hughes P, Holmes A (2024) Live trial performance of the Australian Fire Danger Rating System - Research Prototype. International Journal of Wildland Fire, In press.
| Crossref | Google Scholar |

Hollis JJ, Matthews S, Anderson WR, Cruz MG, Fox-Hughes P, Grootemaat S, Kenny BJ, Sauvage S (2024) A framework for defining fire danger to support fire management operations in Australia. International Journal of Wildland Fire, In press.
| Crossref | Google Scholar |

Jain P, Castellanos-Acuna D, Coogan SCP, Abatzoglou JT, Flannigan MD (2022) Observed increases in extreme fire weather driven by atmospheric humidity and temperature. Nature Climate Change 12, 63-70.
| Crossref | Google Scholar |

Jolly WM, Freeborn PH (2017) Towards improving wildland firefighter situational awareness through daily fire behaviour risk assessments in the US Northern Rockies and Northern Great Basin. International Journal of Wildland Fire 26, 574-586.
| Crossref | Google Scholar |

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

Keetch JJ, Byram GM (1968) A drought index for forest fire control. (USDA Forest Service, Southeastern Forest Experiment Station: Asheville, NC)

Kenny BJ, Matthews S, Sauvage S, Grootemaat S, Hollis JJ, Fox-Hughes P, Runcie J, Holmes A (2024) Australian Fire Danger Rating System: implementing fire behaviour calculations to forecast fire danger in a research prototype. International Journal of Wildland Fire, In press.
| Crossref | Google Scholar |

Laing MV (1978) ‘Forecasting bush and forest fire weather in Rhodesia’. p. 29. Meteorological Notes, Series B, No. 60. (Department of Meteorological Services: Rhodesia)

Long M (2006) A climatology of extreme fire weather days in Victoria. Australian Meteorological Magazine 55, 3-18.
| Google Scholar |

Louis S (2014) Gridded return values of McArthur forest fire danger index across New South Wales. Australian Meteorological and Oceanographic Journal 64, 243-260.
| Crossref | Google Scholar |

Lucas C (2010) On developing a historical fire weather data-set for Australia. Australian Meteorological and Oceanographic Journal 60, 1-14.
| Crossref | Google Scholar |

Luke RH, McArthur AG (1978) ‘Bushfires in Australia.’ (Australian Government Publishing Service: Canberra, Australia)

Marsden-Smedley J, Catchpole W (1995) Fire behaviour modelling in Tasmanian buttongrass moorlands. II. Fire behaviour. International Journal of Wildland Fire 5, 215-228.
| Crossref | Google Scholar |

Martin D, Chen T, Nichols D, Bessell R, Kidnie S, Alexander J (2015) Integrating ground and satellite-based observations to determine the degree of grassland curing. International Journal of Wildland Fire 24, 329-339.
| Crossref | Google Scholar |

Matthews S, Hollis JJ, Kenny BJ, Grootemaat S, Fox-Hughes P, Sauvage S (2019) ‘Australian Fire Danger Rating System: Research Prototype.’ (NSW Rural Fire Service: Lidcombe, Australia)

McArthur AG (1966) ‘Weather and grassland fire behaviour.’ (Department of National Development, Forestry and Timber Bureau: Canberra, Australia)

McArthur AG (1967) ‘Fire behaviour in eucalypt forests.’ (Forest Research Institute, Forestry and Timber Bureau: Canberra, Australia)

Mills GA, McCaw L (2010) Atmospheric stability environments and fire weather in Australia – extending the Haines Index. CAWCR Technical Report No. 20. (The Centre for Australian Weather and Climate Research - A partnership between CSIRO and the Bureau of Meteorology: Melbourne, Australia)

Mount AB (1972) ‘The derivation and testing of a Soil Dryness Index using run-off data.’ (Tasmanian Forestry Commission: Hobart, Tas.)

Purton CM (1982) Eqiatiions for the McArthur Mark 4 Grassland Fire Danger Meter. Meteorological Note 147. (Commonwealth of Australia, Bureau of Meteorology: Melbourne, Vic., Australia)

Su C-H, Eizenberg N, Steinle P, Jakob D, Fox-Hughes P, White C, 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, 2049-2068.
| Crossref | Google Scholar |

Teague B, McLeod R, Pascoe S (2010) ‘2009 Victorian Bushfires Royal Commission FINAL REPORT (Volume I, II, III, IV).’ (Parliament of Victoria, 2009 Victorian Bushfires Royal Commission: Australia)

Van Wagner CE (1987) Development and structure of the Canadian Forest Fire Weather Index System. (Canadian Forestry Service, Petawawa National Forestry Institute: Chalk River, ON, Canada)

Veraverbeke S, Verstraeten WW, Lhermitte S, Van De Kerchove R, Goossens R (2012) Assessment of post-fire changes in land surface temperature and surface albedo, and their relation with fire–burn severity using multitemporal MODIS imagery. International Journal of Wildland Fire 21, 243-256.
| Crossref | Google Scholar |

Viegas DX, Bovio G, Ferreira A, Nosenzo A, Sol B (1999) Comparative study of various methods of fire danger evaluation in southern Europe. International Journal of Wildland Fire 9, 235-246.
| Crossref | Google Scholar |

Walding NG, Williams HTP, McGarvie S, Belcher CM (2018) A comparison of the US National Fire Danger Rating System (NFDRS) with recorded fire occurrence and final fire size. International Journal of Wildland Fire 27, 99-113.
| Crossref | Google Scholar |

Wendt CK, Beringer J, Tapper NJ, Hutley LB (2007) Local boundary-layer development over burnt and unburnt tropical savanna: an observational study. Boundary-Layer Meteorology 124, 291-304.
| Crossref | Google Scholar |

Willis C, van Wilgen B, Tolhurst K, Ererson C, D’Abreton P, Pero L, Fleming G (2001) ‘The development of a National Fire Danger Rating System for South Africa.’ (Prepared for Department of Water Affairs and Forestry, Pretoria by CSIR Water, Environment and Forestry Technology: Pretoria, South Africa)