Prediction of the probability of large fires in the Sydney region of south-eastern Australia using fire weather

International Journal of Wildland Fire

Volumn 18, Issue 8, 2009, Pages 932-943

  Bradstock, R A ^a,b   Cohn, J S ^c   Gill, A M ^a,b   Bedward, M ^c   Lucas, C ^b,d  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b BUSHFIRE COOPERATIVE RESEARCH CENTRE   (Australia)

^c OFFICE OF ENVIRONMENT AND HERITAGE   (Australia)

^d BUREAU OF METEOROLOGY   (Australia)

Author keywords

Climate change; Drought; Fire danger; Fire weather indices.

Indexed keywords

EID: 72149086384     PISSN: 10498001     EISSN: None     Source Type: Journal    
DOI: 10.1071/WF08133     Document Type: Article

References (50)

1. Amiro BD, Logan KA, Wotton BM, Flannigan MD, Todd JB, Stocks BJ, Martell DL (2004) Fire weather index system components for large fires in the Canadian boreal forest. International Journal ofWildland Fire 13, 391-400. doi:10.1071/WF03066 (Pubitemid 40199187)
2. Bradstock RA, GillAM(2001) Living with fire and biodiversity at the urban edge: In search of a sustainable solution to the human protection problem in southern Australia. Journal of Mediterranean Ecology 2, 179-195.
3. Bradstock RA, Kenny BJ (2003) Application of plant functional traits to fire management in a conservation reserve in south-eastern Australia. Journal of Vegetation Science 14, 345-354. doi:10.1111/J.1654- 1103.2003.TB02160.X
4. Bradstock RA, Gill AM, Kenny B, Scott J (1998) Bushfire risk at the urban interface derived from historical weather records: Consequences for use of prescribed fire in the Sydney region of southeastern Australia. Journal of Environmental Management 52, 259-271. doi:10.1006/JEMA.1997.0177 (Pubitemid 28263582)
5. Burnham KP, Anderson DR (2002) 'Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach.' 2nd edn. (Springer-Verlag: NewYork)
6. Carrega P (1991) A meteorological index of forest fire hazard in Mediterranean France. International Journal of Wildland Fire 1, 79-86. doi:10.1071/WF9910079
7. Chafer CJ, Noonan M, Macnaught E (2004) The post-fire measurement of fire severity and intensity in the Christmas 2001 Sydney wildfires. International Journal ofWildland Fire 13, 227-240. doi:10.1071/WF03041 (Pubitemid 39104094)
8. Cheney NP (1976) Bushfire disasters in Australia 1945-1975. Australian Forestry 39, 245-268.
9. Clark JS, Gelfand AE (2006) A future for models and data in environmental science. Trends in Ecology & Evolution 21, 375-380. doi:10.1016/J.TREE. 2006.03.016 (Pubitemid 43947338)
10. Cunningham CJ (1984) Recurring natural fire hazards: A case study of the Blue Mountains, New South Wales, Australia. Applied Geography 4, 5-27. doi:10.1016/0143-6228(84)90002-X (Pubitemid 14265765)
11. Davis FW, Michaelsen J (1995) Sensitivity of fire regime in chaparral ecosystems to climate change. In 'Global Change and Mediterranean-type Ecosystems', Ecological StudiesVol. 117. (EdsJMMoreno,WCOechel) pp. 435-456. (Springer: NewYork)
12. Doerr SH, Shakesby RA, Blake WH, Chafer CJ, Humphreys GS, Wallbrink PJ (2006) Effects of different wildfire severities on soil wettability and implications for hydrological response. Journal of Hydrology 319, 295-311. doi:10.1016/J.JHYDROL.2005.06.038 (Pubitemid 43199904)
13. de Ligt R (2005) Patterns in the probability of burning with time-sincefire in the greater Sydney region. BSc(Hons) thesis, Australian National University, Canberra, Australia.
14. EllisonA (2004) Bayesian inference in ecology. Ecology Letters 7, 509-520. doi:10.1111/J.1461-0248.2004.00603.X (Pubitemid 38693392)
15. Flannigan MD, Harrington JB (1988) A study of the relation of meteorological variables to monthly provincial area burned by wildfire in Canada (1953-80). Journal of Applied Meteorology 27, 441-451. doi:10.1175/1520- 0450(1988)0272.0.CO;2
16. Flannigan MD, Logan K, Amiro BM, Skinner WR, Stocks BJ (2005) Future area burned in Canada. Climatic Change 72, 1-16. doi:10.1007/S10584- 005-5935-Y
17. Foley JC (1947) A study of meteorological conditions associated with bush and grass fires and fire protection strategy inAustralia.Australian Bureau of Meteorology, Bulletin 38. (Melbourne, Vic.)
18. GillAM (1984) Forest fire and drought in eastern Australia. In 'Proceedings of Colloquium on the Significance of the Southern Oscillation Index and the Need for Comprehensive Ocean Monitoring System in Australia', pp. 161-185. (Australian Maritime Science Technical Advisory Committee)
19. Gill AM (2005) Landscape fires as social disasters: An overview of 'the bushfire problem'. Global Environmental Change Part B: Environmental Hazards 6, 65-80. doi:10.1016/J.HAZARDS.2005.10.005 (Pubitemid 41728059)
20. Gill AM, Moore PHR (1996) Regional and historical fire weather patterns pertinent to the January 1994 Sydney bushfires. Proceedings of the Linnean Society of New SouthWales 116, 27-35.
21. Gill AM, Moore PHR (1998) Big versus small fires. In 'Large Forest Fires'. (Ed. JM Moreno) (Backhuys: Leiden, the Netherlands)
22. GillAM, Christian KR, Moore PHR, Forrester RI (1987) Bushfire incidence, fire hazard and fuel reduction burning.Australian Journal of Ecology 12, 299-306. doi:10.1111/J.1442-9993.1987.TB00950.X
23. Gill AM, Bradstock RA,Williams JE (2002) Fire regimes and biodiversity: A legacy and vision. In 'Flammable Australia: The Fire Regimes and Biodiversity of a Continent'. (Eds RA Bradstock, JEWilliams,AMGill) pp. 429-446. (Cambridge University Press: Cambridge, UK)
24. Goodrick SL (2002) Modification of the Fosberg fire weather index to include drought. International Journal of Wildland Fire 11, 205-211. doi:10.1071/WF02005
25. Hammill K, BradstockRA(2006) Remote sensing of fire severity in the Blue Mountains: Influence of vegetation type and inferring fire intensity. International Journal ofWildland Fire 15, 213-226. doi:10.1071/WF05051 (Pubitemid 43825033)
26. Hennessy KJ, Lucas C, Nicholls N, Bathols JM, Suppiah R, Ricketts JR (2006) Climate Change Impacts on Fire-Weather in South-East Australia Report C/1061. (CSIRO: Melbourne)
27. Keeley JE (2004) Impact of antecedent climate on fire regimes in coastal California. International Journal ofWildland Fire 13, 173-182. doi:10.1071/WF03037 (Pubitemid 39104088)
28. Keeley JE, Fotheringham CJ (2001) Historic fire regime in southern California shrublands. Conservation Biology 15, 1536-1548. doi:10.1046/J.1523- 1739.2001.00097.X (Pubitemid 34045717)
29. Keetch JJ, Byram GM (1968)A drought index for forest fire control. USDA Forest Service, Southeastern Forest Research Station, Research Paper SE-38. (Asheville, NC)
30. Keith D (2004) 'Ocean Shores to Desert Dune: The Native Vegetation of New SouthWales and theACT.'(NSW Department of Environment and Conservation: Hurstville, NSW)
31. King K, Cary G, Bradstock RA, Chapman J, Pyrke A, Marsden-Smedley J (2006) Simulation of prescribed burning strategies in south west Tasmania, Australia: Effects on unplanned fires, fire regimes and ecological management values. International Journal ofWildland Fire 15, 527-540. doi:10.1071/WF05076 (Pubitemid 46011115)
32. Luke RH, McArthur AG (1978) 'Bushfires in Australia.' (Australian Government Publishing Service: Canberra, ACT)
33. Mensing SA, Michaelsen J, Byrne R (1999) A 560-year record of Santa Ana fires reconstructed from charcoal deposited in the Santa Barbara basin, California. Quaternary Research 51, 295-305. doi:10.1006/QRES.1999.2035 (Pubitemid 29412235)
34. Moreno JM (Ed.) (1998) 'Large Forest Fires.'(Backhuys Publishers: Leiden, the Netherlands)
35. Moritz MA (2003) Spatiotemporal analysis of controls on shrubland fire regimes: Age dependency and fire hazard. Ecology 84, 351-361. doi:10.1890/0012-9658(2003)084[0351:SAOCOS]2.0.CO;2
36. Moritz MA, Keeley JE, Johnson EA, Schaffner AA (2004) Testing a basic assumption of shrubland fire management: How important is fuel age? Frontiers in Ecology and the Environment 2, 67-72.
37. Morrison DA, Buckney RT, Bewick BJ, Cary CJ (1996) Conservation conflicts over burning bush in south-eastern Australia. Biological Conservation 76, 167-175. doi:10.1016/0006-3207(95)00098-4 (Pubitemid 3044188)
38. Mouillot F, Rambal S, Joffre R (2002) Simulating climate change impacts on fire frequency and vegetation dynamics in a Mediterranean-type ecosystem. Global Change Biology 8, 423-437. doi:10.1046/J.1365- 2486.2002.00494.X
39. Noble IR, Bary GA, Gill AM (1980) McArthur's fire-danger meters expressed as equations. Australian Journal of Ecology 5, 201-203. doi:10.1111/J.1442- 9993.1980.TB01243.X
40. Pausas JG (2004) Changes in fire and climate in the eastern Iberian Peninsula (Mediterranean basin). Climatic Change 63, 337-350. doi:10.1023/B:CLIM.0000018508.94901.9C (Pubitemid 38448476)
41. Peters DP, Pielke RA, Bestelmeyer BT, Allen CD, Munson-McGee S, Havstad KM (2004) Cross-scale interactions, non-linearities, and forecasting catastrophic events. Proceedings of the National Academy of Sciences of the United States of America 101, 15 130-15 135. doi:10.1073/PNAS.0403822101 (Pubitemid 39391730)
42. Preisler HK, Brillinger DR, Burgan RE, Benoit JW (2004) Probability-based models for estimation of wildfire risk. International Journal ofWildland Fire 13, 133-142. doi:10.1071/WF02061 (Pubitemid 39104084)
43. Reed WJ, McKelvey KS (2002) Power-law behaviour and parametric models for the size-distribution of forest fires. Ecological Modelling 150, 239-254. doi:10.1016/S0304-3800(01)00483-5 (Pubitemid 34443745)
44. Robin AG, Wilson GW (1958) The effect of meteorological conditions on major fires in the Riverina (New South Wales) district. Australian Meteorological Magazine 21, 49-75.
45. Spiegelhalter D, Thomas A, Best N, Lunn D (2003) 'WinBUGS User Manual. Version 1.4, January 2003.' Available at http://www.mrcbsu. cam.ac.uk/bugs/ winbugs/manual14.pdf [Verified 23 November 2009]
46. Travis S (2005) Statistical modelling of unplanned bushfire ignitions 2002-2003. MSc thesis, Australian National University, Canberra, Australia.
47. Viegas DX, Viegas MT (1994) A relationship between rainfall and burned area for Portugal. International Journal of Wildland Fire 4, 11-16. doi:10.1071/WF9940011
48. Viegas DX,ViegasMT, FerreiraAD(1992) Moisture content of fine fuels and fire occurrence in Central Portugal. International Journal of Wildland Fire 2, 69-86. doi:10.1071/WF9920069
49. Westerling AL, Hidalgo HG, Cayan DR, SwetnamTW (2006)Warming and earlier spring increase western US forest wildfire activity. Science 313, 940-943. doi:10.1126/SCIENCE.1128834 (Pubitemid 44274884)
50. Williams AAJ, Karoly DJ, Tapper N (2001) The sensitivity of Australian fire danger to climate change. Climatic Change 49, 171-191. doi:10.1023/A: 1010706116176 (Pubitemid 32382701)