Using past climate extremes to guide infrastructure planning for the future. This project aims to analyse a 2000-year palaeoclimate record of single event and complex climate extremes to provide a long-term context for observed changes in climate extremes over recent decades. This project expects to generate new knowledge about long-term variability in the frequency and magnitude of climate extremes that occur on seasonal - decades time-scales. It also expects to provide information about com ....Using past climate extremes to guide infrastructure planning for the future. This project aims to analyse a 2000-year palaeoclimate record of single event and complex climate extremes to provide a long-term context for observed changes in climate extremes over recent decades. This project expects to generate new knowledge about long-term variability in the frequency and magnitude of climate extremes that occur on seasonal - decades time-scales. It also expects to provide information about complex extremes that involve multiple types of impacts (e.g. drought followed by flood, simultaneous drought and fire). Expected benefits of the project include improved understanding of climate extremes and improved risk estimates for the impacts of climate extremes on Australian government and industry infrastructure.Read moreRead less
Enhancing marine bathymetry using new generation satellite sensors. Highly accurate marine bathymetry are currently lacking in 72% of the global ocean including around Australia, particularly in shallow seas and near-shore coastal zones, contributing to various navigation and marine safety accidents. Ship surveys of the seafloor are time-consuming and expensive. Satellite altimetry data provide an alternative solution. This project will improve Australia’s marine bathymetry by using spatially co ....Enhancing marine bathymetry using new generation satellite sensors. Highly accurate marine bathymetry are currently lacking in 72% of the global ocean including around Australia, particularly in shallow seas and near-shore coastal zones, contributing to various navigation and marine safety accidents. Ship surveys of the seafloor are time-consuming and expensive. Satellite altimetry data provide an alternative solution. This project will improve Australia’s marine bathymetry by using spatially comprehensive and unprecedented data from new radar and laser satellite sensors. We aim to develop techniques for integration of the new data with other independent data sources, producing the most precise marine bathymetry for coastal terrain mapping, marine transport and safety management.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100265
Funder
Australian Research Council
Funding Amount
$417,000.00
Summary
A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and ....A closed-loop human–agent learning framework to enhance decision making. This project aims to design a foundational human–agent learning framework to augment the decision making process, using reinforcement and closed-loop mechanisms to enable symbiosis between a human and an artificial-intelligence agent. It envisages significant new technologies to promote controllability and efficient and safe exploration of an environment for decision actions – drastically boosting learning effectiveness and interpretability in decision making. Expected outcomes will benefit national cybersecurity by improving our understanding of vulnerabilities and threats involving decision actions, and by ensuring that human feedback and evaluations can help prevent catastrophic events in explorations of dynamic and complex environments.Read moreRead less
Transforming Tourists' Antarctic Experience. With the Antarctic tourist industry currently growing and diversifying, the project aims to discover how cruise operators can foster positive and culturally informed relationships with the region among visitors of different national backgrounds. Through extensive in-situ fieldwork with partner Intrepid Travel, the project expects to generate new understandings of how operators' active mediating role combines with multisensory experience of Antarctica ....Transforming Tourists' Antarctic Experience. With the Antarctic tourist industry currently growing and diversifying, the project aims to discover how cruise operators can foster positive and culturally informed relationships with the region among visitors of different national backgrounds. Through extensive in-situ fieldwork with partner Intrepid Travel, the project expects to generate new understandings of how operators' active mediating role combines with multisensory experience of Antarctica to forge human connections with this extreme but fragile place. Anticipated outcomes include protocols for best practice in designing and implementing tourist experiences. By encouraging diverse visitors to value Antarctica, the project should benefit both operators and the polar environment.Read moreRead less
De-tabooing depression and anxiety: Mental health communication in old age. This project aims to uncover how older Australians talk about and understand depression and anxiety, and it seeks to raise awareness of these debilitating conditions via new media. There has been much medical research in this area, and while language has been identified as highly relevant for recovery, little is known of how people express their experiences around mental well-being. The research gap is even wider for the ....De-tabooing depression and anxiety: Mental health communication in old age. This project aims to uncover how older Australians talk about and understand depression and anxiety, and it seeks to raise awareness of these debilitating conditions via new media. There has been much medical research in this area, and while language has been identified as highly relevant for recovery, little is known of how people express their experiences around mental well-being. The research gap is even wider for the worst affected in the population — older adults. These illnesses are shrouded in taboo, and symptoms often go undetected. The expected outcomes of the project are improved communication about mental well-being and the celebration of the lives and stories of older Australians — an integral but vulnerable segment of society.Read moreRead less
Probing the Australian-Pacific plate boundary: Macquarie Ridge in 3-D. This project aims to advance understanding of the Australia-Pacific plate boundary - the Macquarie Ridge Complex - in the Southern Ocean.
It will be the first study to elucidate the processes generating the world's largest submarine earthquakes not associated with active subduction, which may lead to understanding of how subduction initiates, the mechanism of earthquakes occurring at convergent margins, and more accurate est ....Probing the Australian-Pacific plate boundary: Macquarie Ridge in 3-D. This project aims to advance understanding of the Australia-Pacific plate boundary - the Macquarie Ridge Complex - in the Southern Ocean.
It will be the first study to elucidate the processes generating the world's largest submarine earthquakes not associated with active subduction, which may lead to understanding of how subduction initiates, the mechanism of earthquakes occurring at convergent margins, and more accurate estimates of earthquake and tsunami potential.
This study will put Australia at the forefront of Earth Science research into the evolution of tectonic plates and has the potential to better inform hazard assessment efforts in the region, benefiting policy-makers and at–risk communities along the Australia coastline.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
Impact of hot gas on volcanic rocks and ore-forming processes. High temperature gases move from Earth's interior to the atmosphere at volcanoes, but little is known about how they react. Recent work shows that exceptionally rapid reactions occur between hot gases and the surfaces of solids. These reactions are instrumental in forming ore deposits. The proposed work aims to apply state-of-the-art chemical analysis of natural samples and investigate gas-solid reactions experimentally to determine ....Impact of hot gas on volcanic rocks and ore-forming processes. High temperature gases move from Earth's interior to the atmosphere at volcanoes, but little is known about how they react. Recent work shows that exceptionally rapid reactions occur between hot gases and the surfaces of solids. These reactions are instrumental in forming ore deposits. The proposed work aims to apply state-of-the-art chemical analysis of natural samples and investigate gas-solid reactions experimentally to determine how chemical elements, including metals, are distributed in these reactions. The study seeks to create robust geochenmical models for understanding geochemical and ore-forming processes. Improved understanding of ore deposition will enhance the long-term viability of Australia's metals sector.Read moreRead less
Governing solar radiation management research, development and deployment. This project will expand Australia’s climate response options by developing a governance framework for research, development and deployment of solar radiation management. These emerging technologies seek to reflect part of the sun’s energy from the earth to reduce climate change impacts. Through case studies of key proposals, marine cloud brightening and stratospheric aerosol injection, the project aims to develop nationa ....Governing solar radiation management research, development and deployment. This project will expand Australia’s climate response options by developing a governance framework for research, development and deployment of solar radiation management. These emerging technologies seek to reflect part of the sun’s energy from the earth to reduce climate change impacts. Through case studies of key proposals, marine cloud brightening and stratospheric aerosol injection, the project aims to develop national laws and research policies to responsibly govern research, development and deployment in Australia. This will deliver benefits for Australian governments, civil society, communities and researchers by managing risks and building public confidence in these technologies and provide a best practice model for other countries.Read moreRead less
Beyond Extinction: Reconstructing the Thylacine (Tasmanian Tiger) Archive. This project aims to tell a global story about extinction as a human problem, by reconstructing the individual biographies of a selection of thylacine (Tasmanian tiger) specimens. Through transforming these specimens into grieveable lives the project expects to facilitate scholarly and public engagement with the cultural history of extinction, advancing the foundation for a sustainable and informed response that may help ....Beyond Extinction: Reconstructing the Thylacine (Tasmanian Tiger) Archive. This project aims to tell a global story about extinction as a human problem, by reconstructing the individual biographies of a selection of thylacine (Tasmanian tiger) specimens. Through transforming these specimens into grieveable lives the project expects to facilitate scholarly and public engagement with the cultural history of extinction, advancing the foundation for a sustainable and informed response that may help prevent further extinctions. In bringing together the zoo and the museum as key sites for the development of public environmental sentiment, this project has the potential to generate new and globally-relevant resources for engaging with conservation and extinction, through these institutions and beyond.Read moreRead less