Using an inventory cluster approach for assessing bushfire preparedness and information needs in vulnerable communities
Article
Article Title | Using an inventory cluster approach for assessing bushfire preparedness and information needs in vulnerable communities |
---|---|
ERA Journal ID | 1986 |
Article Category | Article |
Authors | Ryan, Barbara, King, Rachel, Lokuge, Weena, Karunasena, Warna and Anderson, Esther |
Journal Title | Natural Hazards |
Journal Citation | 115, p. 1697–1714 |
Number of Pages | 18 |
Year | 2023 |
Publisher | Springer |
Place of Publication | Switzerland |
ISSN | 0921-030X |
1573-0840 | |
Digital Object Identifier (DOI) | https://doi.org/10.1007/s11069-022-05614-2 |
Web Address (URL) | https://link.springer.com/article/10.1007/s11069-022-05614-2#citeas |
Abstract | Disasters cost the world $US268bn in 2020 in economic, property and human losses. In Queensland, the most disaster-prone of Australian states, flood, cyclone and bushfire will cost $466bn over the next 40 years. Individual preparation for natural hazards has been shown to reduce this cost by reducing adverse experiences, physical health problems and post-traumatic stress, and improving the speed of disaster recovery. This study categorises preparation activity into clusters according to the activity's purpose in order to survey residents of a bushfire-vulnerable area in Queensland, Australia. This cluster approach enabled identification of specific areas of weakness in preparation plans, finding that evacuation planning activity, and safety planning activity were especially weak. These results show that emergency agency communicators and community engagement practitioners can use cluster-based research to better plan messaging within their bushfire preparation communication campaigns to target and motivate specific safety behaviours. Improved safety of people and property will mitigate the costs of bushfires in Queensland in future. |
Keywords | Bushfire; Wildfire; Preparation; Preparedness; Communication; Community engagement |
ANZSRC Field of Research 2020 | 410404. Environmental management |
Byline Affiliations | University of Southern Queensland |
https://research.usq.edu.au/item/w13z8/using-an-inventory-cluster-approach-for-assessing-bushfire-preparedness-and-information-needs-in-vulnerable-communities
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Otoom, Omar F., Lokuge, Weena, Karunasena, Warna, Manalo, Allan C., Ozbakkaloglu, Togay and Thambiratnam, David. 2021. "Experimental and numerical evaluation of the compression behaviour of GFRP-wrapped infill materials." Case Studies in Construction Materials. 15. https://doi.org/10.1016/j.cscm.2021.e00654Experimental and numerical analysis on the effectiveness of GFRP wrapping system on timber pile rehabilitation
Lokuge, Weena, Otoom, Omar, Borzou, Rahmin, Navaratnam, Satheeskumar, Herath, Nilupa and Thambiratnam, David. 2021. "Experimental and numerical analysis on the effectiveness of GFRP wrapping system on timber pile rehabilitation." Case Studies in Construction Materials. 15. https://doi.org/10.1016/j.cscm.2021.e00552Statistical comparison of additive regression tree methods on ecological grassland data
Plant, Emily, King, Rachel and Kath, Jarrod. 2021. "Statistical comparison of additive regression tree methods on ecological grassland data." Ecological Informatics. 61, pp. 1-23. https://doi.org/10.1016/j.ecoinf.2020.101198Bushfire mitigation and preparation on the Toowoomba Region Escarpment: a research report for Toowoomba Regional Council
Ryan, Barbara, King, Rachel, Lokuge, Weena, Karunasena, Karu and Anderson, Esther. 2020. Bushfire mitigation and preparation on the Toowoomba Region Escarpment: a research report for Toowoomba Regional Council. Toowoomba, Australia. University of Southern Queensland.Temporariness, belonging and place: working holidaymakers negotiating regional Australia through seasonable agricultural labour
Anderson, Esther Ruth. 2020. Temporariness, belonging and place: working holidaymakers negotiating regional Australia through seasonable agricultural labour. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/2eba-8877Novel analytical method for mix design and performance prediction of high calcium fly ash geopolymer concrete
Gunasekara, Chamila, Atzarakis, Peter, Lokuge, Weena, Law, David W. and Setunge, Sujeeva. 2021. "Novel analytical method for mix design and performance prediction of high calcium fly ash geopolymer concrete." Polymers. 13 (6). https://doi.org/10.3390/polym13060900Community engagement for disaster preparedness: a systematic literature review
Ryan, Barbara, Johnston, Kim A., Taylor, Maureen and McAndrew, Ryan. 2020. "Community engagement for disaster preparedness: a systematic literature review." International Journal of Disaster Risk Reduction. 49. https://doi.org/10.1016/j.ijdrr.2020.101655Performance of timber girders with end-notch: Experimental and numerical investigation
Navaratnam, Satheeskumar, Herath, Nilupa, Lokuge, Weena, Thamboo, Julian and Poologanathan, Keerthan. 2021. "Performance of timber girders with end-notch: Experimental and numerical investigation." Structures. 29, pp. 730-740. https://doi.org/10.1016/j.istruc.2020.11.075Design of Alkali-Activated Slag-Fly Ash Concrete Mixtures Using Machine Learning
Gunasekara, C., Lokuge, W., Keskic, M., Raj, N., Law, D. W. and Setunge, S.. 2020. "Design of Alkali-Activated Slag-Fly Ash Concrete Mixtures Using Machine Learning." ACI Materials Journal. 117 (5), pp. 263-278. https://doi.org/10.14359/51727019Characteristics, strength development and microstructure of cement mortar containing oil-contaminated sand
Abousnina, Rajab, Manalo, Allan, Ferdous, Wahid, Lokuge, Weena, Benabed, Benchaa and Al-Jabri, Khalifa Saif. 2020. "Characteristics, strength development and microstructure of cement mortar containing oil-contaminated sand." Construction and Building Materials. 252, pp. 1-13. https://doi.org/10.1016/j.conbuildmat.2020.119155Electronic Sun Journal Versus Self-report Sun Diary: A Comparison of Recording Personal Sunlight Exposure Methods
Dexter, Benjamin R., King, Rachel, Parisi, Alfio V., Harrison, Simone L., Igoe, Damien P. and Downs, Nathan J.. 2021. "Electronic Sun Journal Versus Self-report Sun Diary: A Comparison of Recording Personal Sunlight Exposure Methods." Photochemistry and Photobiology. 97 (3), pp. 641-649. https://doi.org/10.1111/php.13359Impacts of exclusion fencing on target and non‐target fauna: a global review
Smith, Deane, King, Rachel and Allen, Benjamin L.. 2020. "Impacts of exclusion fencing on target and non‐target fauna: a global review." Biological Reviews. 95 (6), pp. 1590-1906. https://doi.org/10.1111/brv.12631Positionality, Privilege, and Possibility: The Ethnographer “at Home” as an Uncomfortable Insider
Anderson, Esther R.. 2021. "Positionality, Privilege, and Possibility: The Ethnographer “at Home” as an Uncomfortable Insider ." Anthropology and Humanism. 46 (2), pp. 212-225. https://doi.org/10.1111/anhu.12326Keratinocyte skin cancer risks for working school teachers: scenarios and implications of the timing of scheduled duty periods in Queensland, Australia
Dexter, B. R., King, R., Parisi, A. V., Harrison, S. L., Konovalov, D. A. and Downs, N. J.. 2020. "Keratinocyte skin cancer risks for working school teachers: scenarios and implications of the timing of scheduled duty periods in Queensland, Australia." Journal of Photochemistry and Photobiology, B: Biology. 213, pp. 1-10. https://doi.org/10.1016/j.jphotobiol.2020.112046Performance of Bridges with Damaged Elements in Extreme Flood Events
Lokuge, W., Fraser, C. and Karunasena, W.. 2020. "Performance of Bridges with Damaged Elements in Extreme Flood Events." Wang, Chien Ming, Ho, Johnny C.M. and Kitipornchai, Sritawat (ed.) 25th Australasian Conference on Mechanics of Structures and Materials (ACMSM25). Brisbane, Australia 04 - 07 Dec 2018 Singapore. https://doi.org/10.1007/978-981-13-7603-0_40Numerical Investigation on Hollow Pultruded Fibre Reinforced Polymer Tube Columns
Al-Saadi, A.U., Aravinthan, T. and Lokuge, W.. 2020. "Numerical Investigation on Hollow Pultruded Fibre Reinforced Polymer Tube Columns." Wang, Chien Ming, Ho, Johnny C.M. and Kitipornchai, Sritawat (ed.) 25th Australasian Conference on Mechanics of Structures and Materials (ACMSM25). Brisbane, Australia 04 - 07 Dec 2018 Singapore. https://doi.org/10.1007/978-981-13-7603-0_45Floodway Design Process Revisted
Greene, I., Lokuge, W. and Karunasena, W.. 2020. "Floodway Design Process Revisted." Wang, Chien Ming, Ho, Johnny C.M. and Kitipornchai, Sritawat (ed.) 25th Australasian Conference on Mechanics of Structures and Materials (ACMSM25). Brisbane, Australia 04 - 07 Dec 2018 Singapore. https://doi.org/10.1007/978-981-13-7603-0_94Flexural Behavior of Functionally Graded-Graphene Reinforced Composite Plates
Rasappagari, M.R.R., Karunasena, W. and Lokuge, W.. 2020. "Flexural Behavior of Functionally Graded-Graphene Reinforced Composite Plates." Wang, Chen Ming, Ho, Johnny C.M. and Kitipornchai, Sritawat (ed.) 25th Australasian Conference on Mechanics of Structures and Materials (ACMSM25). Brisbane, Australia 04 - 07 Dec 2018 Singapore. https://doi.org/10.1007/978-981-13-7603-0_22Stability of planetary, single M dwarf, and binary star companions to Kepler detached eclipsing binaries and a possible five-body system
Getley, A. K., Carter, B., King, R. and O'Toole, S.O.. 2020. "Stability of planetary, single M dwarf, and binary star companions to Kepler detached eclipsing binaries and a possible five-body system." Monthly Notices of the Royal Astronomical Society. 498 (3), pp. 4356-4364. https://doi.org/10.1093/mnras/staa2532The missing link in emergency management: evaluating community engagement
Taylor, Maureen, Ryan, Barbara and Johnston, Kim. 2020. "The missing link in emergency management: evaluating community engagement." The Australian Journal of Emergency Management. 35 (1), pp. 45-52.Rehabilitation of timber bridge piles using a wrapping system
Borzou, R. and Lokuge, W.. 2018. "Rehabilitation of timber bridge piles using a wrapping system." Powers, Nigel, Frangopol, Dan M., Al-Mahaidi, Riadh and Caprani, Colin (ed.) 9th International Conference on Bridge Maintenance, Safety and Management (IABMAS 2018). Melbourne, Australia 09 - 13 Jul 2018 London, United Kingdom. https://doi.org/10.1201/9781315189390-281How ready is ready? Measuring physical preparedness for severe storms
Ryan, Barbara and King, Rachel. 2020. "How ready is ready? Measuring physical preparedness for severe storms." Natural Hazards. 104, pp. 171-199. https://doi.org/10.1007/s11069-020-04164-9Stability of Jovian Trojans and their collisional families
Holt, Timothy R., Nesvorny, David, Horner, Jonathan, King, Rachel, Marschall, Raphael, Kamrowski, Melissa, Carter, Brad, Brookshaw, Leigh and Tylor, Christopher. 2020. "Stability of Jovian Trojans and their collisional families." Monthly Notices of the Royal Astronomical Society. 495 (4), pp. 4085-4097. https://doi.org/10.1093/MNRAS/STAA1348Structural design of floodways under extreme flood loading
Greene, Isaac, Lokuge, Weena and Karunasena, Warna. 2020. "Structural design of floodways under extreme flood loading." International Journal of Disaster Resilience in the Built Environment. 11 (4), pp. 535-555. https://doi.org/10.1108/IJDRBE-10-2019-0072Oral nutritional supplements for preventing surgical site infections: protocol for a systematic review and meta-analysis
Ralph, Nicholas, Brown, Lindsay, McKillop, Kristy L., Duff, Jed, Osborne, Sonya, Terry, Victoria R., Edward, Karen-Leigh, King, Rachel and Barui, Edward. 2020. "Oral nutritional supplements for preventing surgical site infections: protocol for a systematic review and meta-analysis." Systematic Reviews. 9, pp. 1-10. https://doi.org/10.1186/s13643-020-01293-xA New Design-Oriented Model of Glass Fiber-Reinforced Polymer-Reinforced Hollow Concrete Columns
Alajarmeh, O. S., Manalo, A. C., Benmokrane, B., Karunasena, W., Ferdous, W. and Mendis, P.. 2020. "A New Design-Oriented Model of Glass Fiber-Reinforced Polymer-Reinforced Hollow Concrete Columns." ACI Structural Journal. 117 (2), pp. 141-156. https://doi.org/10.14359/51720204Vulnerability assessment of bridges subjected to extreme cyclonic events
Pathiranage, Thilini and Lokuge, Weena. 2020. "Vulnerability assessment of bridges subjected to extreme cyclonic events." Natural Hazards. 102 (1), pp. 401-417. https://doi.org/10.1007/s11069-020-03931-yEmergency management communication: The paradox of the positive in public communication for preparedness
Johnston, Kim A., Taylor, Maureen and Ryan, Barbara. 2020. "Emergency management communication: The paradox of the positive in public communication for preparedness." Public Relations Review. 46 (2), pp. 1-10. https://doi.org/10.1016/j.pubrev.2020.101903Flexural behaviour of concrete slabs reinforced with GFRP bars and hollow composite reinforcing systems
Al-Rubaye, Mohammed, Manalo, Allan, Alajarmeh, Omar, Ferdous, Wahid, Lokuge, Weena, Benmokrane, Brahim and Edoo, Azam. 2020. "Flexural behaviour of concrete slabs reinforced with GFRP bars and hollow composite reinforcing systems." Composite Structures. 236, pp. 1-12. https://doi.org/10.1016/j.compstruct.2019.111836Out-of-grade sawn pine: A state-of-the-art review on challenges and new opportunities in cross laminated timber (CLT)
Cherry, Rebecca, Manalo, Allan, Karunasena, Warna and Stringer, Geoff. 2019. "Out-of-grade sawn pine: A state-of-the-art review on challenges and new opportunities in cross laminated timber (CLT) ." Construction and Building Materials. 211, pp. 858-868. https://doi.org/10.1016/j.conbuildmat.2019.03.293Joint strength of single-bolted pultruded GFRP square hollow sections with mechanical inserts under elevated temperatures
Hizam, R. M., Manalo, Allan C., Karunasena, Warna and Bai, Yu. 2020. "Joint strength of single-bolted pultruded GFRP square hollow sections with mechanical inserts under elevated temperatures." Journal of Composites for Construction. 24 (1), pp. 1-15. https://doi.org/10.1061/(ASCE)CC.1943-5614.0000984.Flexural behavior of geopolymer-concrete beams longitudinally reinforced with GFRP and steel hybrid reinforcements
Maranan, G. B., Manalo, A. C., Benmokrane, B., Karunasena, W., Mendis, P. and Nguyen, T. Q.. 2019. "Flexural behavior of geopolymer-concrete beams longitudinally reinforced with GFRP and steel hybrid reinforcements." Engineering Structures. 182, pp. 141-152. https://doi.org/10.1016/j.engstruct.2018.12.073The Quest for the Good Life in Precarious Times: Ethnographic Perspectives on the Domestic Moral Economy
Anderson, Esther R.. 2019. "The Quest for the Good Life in Precarious Times: Ethnographic Perspectives on the Domestic Moral Economy." The Australian Journal of Anthropology. 30 (1), pp. 120-121. https://doi.org/10.1111/taja.12307Floodways and Flood-Related Experiences: A Survey of Industry Experts and Asset Owners
Greene, I., Lokuge, W. and Karunasena, K.. 2020. "Floodways and Flood-Related Experiences: A Survey of Industry Experts and Asset Owners." Engineering for Public Works. 19, pp. 69-75.3D Numerical Simulation and Dynamic Analyses of Debonded GFRP Composite Slabs
Jayatilake, I. N. and Karunasena, W.. 2020. "3D Numerical Simulation and Dynamic Analyses of Debonded GFRP Composite Slabs." 25th Australasian Conference on the Mechanics of Structures and Materials (ACMSM25). Brisbane, Australia 01 - 01 Dec 2018 Singapore. Springer. https://doi.org/10.1007/978-981-13-7603-0_8Influence of sex, age, and education on mood profile clusters
Terry, Peter, Parsons-Smith, Renee, Terry, Victoria and King, Rachel. 2020. Influence of sex, age, and education on mood profile clusters. Toowoomba. University of Southern Queensland. https://doi.org/10.26192/57rm-4t21Hollow concrete columns: review of structural behavior and new designs using GFRP reinforcement
Alajarmeh, O. S., Manalo, A. C., Benmokrane, B., Karunasena, K., Ferdous, W. and Mendis, P.. 2020. "Hollow concrete columns: review of structural behavior and new designs using GFRP reinforcement." Engineering Structures. 203, pp. 1-16. https://doi.org/10.1016/j.engstruct.2019.109829Effect of spiral spacing and concrete strength on behavior of GFRP-reinforced hollow concrete columns
Alajarmeh, Omar S., Manalo, Allan C., Benmokrane, Brahim, Karunasena, Warna and Mendis, Priyan. 2020. "Effect of spiral spacing and concrete strength on behavior of GFRP-reinforced hollow concrete columns." Journal of Composites for Construction. 24 (1), pp. 1-14. https://doi.org/10.1061/(ASCE)CC.1943-5614.0000987Axial performance of hollow concrete columns reinforced with GFRP composite bars with different reinforcement ratios
Alajarmeh, Omar S., Manalo, Allan C., Benmokrane, Brahim, Karunasena, Warna and Mendis, Priyan. 2019. "Axial performance of hollow concrete columns reinforced with GFRP composite bars with different reinforcement ratios." Composite Structures. 213 (1), pp. 153-164. https://doi.org/10.1016/j.compstruct.2019.01.096Compressive behavior of axially loaded circular hollow concrete columns reinforced with GFRP bars and spirals
Alajarmeh, O. S., Manalo, A. C., Benmokrane, B., Karunasena, W., Mendis, P. and Nguyen, K. T. Q.. 2019. "Compressive behavior of axially loaded circular hollow concrete columns reinforced with GFRP bars and spirals." Construction and Building Materials. 194, pp. 12-23. https://doi.org/10.1016/j.conbuildmat.2018.11.016