The demographic consequences of extreme weather events in Australia. This project aims to understand how extreme weather events are likely to affect Australians’ residential mobility choices, using machine learning techniques to provide the first overview of the impact of natural hazards on where Australians are likely to live in the future. Expected outcomes include an understanding of the influence of extreme weather events on changes in population numbers and composition. Expected benefits in ....The demographic consequences of extreme weather events in Australia. This project aims to understand how extreme weather events are likely to affect Australians’ residential mobility choices, using machine learning techniques to provide the first overview of the impact of natural hazards on where Australians are likely to live in the future. Expected outcomes include an understanding of the influence of extreme weather events on changes in population numbers and composition. Expected benefits include an understanding of how environmental drivers are influencing internal migration in Australia, enabling better planning for service provision and economic growth.Read moreRead less
Eruption dynamics and tsunami potential from submarine volcanoes. This project is based on recently acquired seafloor samples and geophysical data from extraordinary deposits at a modern submarine volcano. This project aims to determine the conditions that lead to explosive eruption underwater, the dynamics of associated sediment flows, and if these events can trigger tsunami. Expected outcomes include an unprecedented reconstruction of the architecture of submarine caldera volcanoes, new innova ....Eruption dynamics and tsunami potential from submarine volcanoes. This project is based on recently acquired seafloor samples and geophysical data from extraordinary deposits at a modern submarine volcano. This project aims to determine the conditions that lead to explosive eruption underwater, the dynamics of associated sediment flows, and if these events can trigger tsunami. Expected outcomes include an unprecedented reconstruction of the architecture of submarine caldera volcanoes, new innovative models applicable globally for a richer understanding of volcanic tsunami and eruptions that shape the seafloor. This project will provide significant benefits through mitigation of global marine natural hazards, and by improving knowledge on the volcanic hosts of ore deposits.Read moreRead less
Novel tools for dating explosive volcanic eruptions in the critical window. This project will develop novel dating methods necessary for precise reconstruction of the eruption histories of super-volcanoes in the Asia-Pacific region over the last million years. The project outcomes will provide better models for predicting super-eruptions, thereby informing global climate change research, urban planning, and transport and telecommunications infrastructure engineering. Results will also improve ex ....Novel tools for dating explosive volcanic eruptions in the critical window. This project will develop novel dating methods necessary for precise reconstruction of the eruption histories of super-volcanoes in the Asia-Pacific region over the last million years. The project outcomes will provide better models for predicting super-eruptions, thereby informing global climate change research, urban planning, and transport and telecommunications infrastructure engineering. Results will also improve existing volcanic risk models used by insurers to quantify volcanic risks and calculate expected losses from volcanic eruptions, and greatly improve our ability to use eruption deposits as time markers for important events in human evolution.Read moreRead less
A smartphone rip-detection tool to improve rip current awareness. This project aims to develop a smartphone rip-detection tool and online education game to help reduce the number of Australians drowning in rips each year. The project expects to develop an optimised deep learning algorithm to detect rips from smartphone video taken at Australian beaches, which can then be used by Surf Life Saving Australia for training and education. Expected outcomes of this project are enhanced identification a ....A smartphone rip-detection tool to improve rip current awareness. This project aims to develop a smartphone rip-detection tool and online education game to help reduce the number of Australians drowning in rips each year. The project expects to develop an optimised deep learning algorithm to detect rips from smartphone video taken at Australian beaches, which can then be used by Surf Life Saving Australia for training and education. Expected outcomes of this project are enhanced identification and literacy of rip currents, particularly among priority high-risk demographics like young males, culturally and linguistic diverse communities and rural visitors. This should provide significant benefits in reducing rip-current drowning and rescue incidents in Australia, particularly at unpatrolled beaches.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100498
Funder
Australian Research Council
Funding Amount
$470,550.00
Summary
Optimising bioengineered structures for resilient shorelines and habitats. Nature-based solutions for shoreline protection through ecosystem restoration are increasingly being considered by foreshore managers. However, habitat restoration efforts are greatly hampered by the time it takes to fully revegetate an area. This project aims to develop a comprehensive understanding of wave interaction with bioengineered structures that provide shelter from wave impacts and promote revegetation and contr ....Optimising bioengineered structures for resilient shorelines and habitats. Nature-based solutions for shoreline protection through ecosystem restoration are increasingly being considered by foreshore managers. However, habitat restoration efforts are greatly hampered by the time it takes to fully revegetate an area. This project aims to develop a comprehensive understanding of wave interaction with bioengineered structures that provide shelter from wave impacts and promote revegetation and contribute to shoreline flood and erosion mitigation. Expected outcomes of this project include quantitative design guidelines and predictive tools that will help foreshore managers to develop more robust and cost-effective nature-based shoreline protection strategies. Read moreRead less
A Holocene history of rainfall extremes for the South Pacific . The project aims to generate the longest ever record of rainfall extremes in the Southern Hemisphere (11,700 years) that will be used to update probabilistic recurrence intervals and inform future risks in a warming world. We will apply a palaeoclimate approach to the science of extreme events by using proxy data from stalagmites to investigate natural rainfall variability during the Holocene. Combined with state of the art Global C ....A Holocene history of rainfall extremes for the South Pacific . The project aims to generate the longest ever record of rainfall extremes in the Southern Hemisphere (11,700 years) that will be used to update probabilistic recurrence intervals and inform future risks in a warming world. We will apply a palaeoclimate approach to the science of extreme events by using proxy data from stalagmites to investigate natural rainfall variability during the Holocene. Combined with state of the art Global Climate Model simulations for three major climate events of the Holocene, we will identify mechanisms of long term shifts in heavy rainfall events. The project will provide significant benefits for Australia and the Pacific islands in terms of prediction and preparedness for deluges like we experienced in 2022.Read moreRead less