Next-generation ocean current forecasting to improve maritime safety . This project aims to measure upper ocean currents at scales of 10-100 km in Australia's marine estate using pioneering satellite radar technology. The Surface Water and Ocean Topography (SWOT) mission will map currents at 10 times the resolution of present-day satellites and revolutionise our understanding of ocean dynamics. Expected outcomes include validation of SWOT data in Australian waters and merging this data into Bure ....Next-generation ocean current forecasting to improve maritime safety . This project aims to measure upper ocean currents at scales of 10-100 km in Australia's marine estate using pioneering satellite radar technology. The Surface Water and Ocean Topography (SWOT) mission will map currents at 10 times the resolution of present-day satellites and revolutionise our understanding of ocean dynamics. Expected outcomes include validation of SWOT data in Australian waters and merging this data into Bureau of Meteorology ocean models. Downstream benefits include improved ocean forecasts for maritime safety, search-and-rescue, spill modelling, and marine conservation. At the same time, the project will build sovereign capability in emerging remote sensing technology with a legacy beyond the life of the SWOT mission.Read moreRead less
Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse d ....Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse dependent data. This will be a significant improvement in the assessment and stability of statistical models in areas such as social, ecological and geological sciences.Read moreRead less
Photogrammetric Reconstruction for Underwater Virtual Heritage Experiences. This project aims to enable significant underwater cultural heritage sites such as shipwrecks to be recreated in immersive underwater virtual heritage experiences. Photogrammetric 3D reconstruction techniques will be used to generate complex digital 3D models of shipwreck sites from hundreds of thousands of underwater images. This will allow vivid experiences to be created which explain the stories of these wrecks. The p ....Photogrammetric Reconstruction for Underwater Virtual Heritage Experiences. This project aims to enable significant underwater cultural heritage sites such as shipwrecks to be recreated in immersive underwater virtual heritage experiences. Photogrammetric 3D reconstruction techniques will be used to generate complex digital 3D models of shipwreck sites from hundreds of thousands of underwater images. This will allow vivid experiences to be created which explain the stories of these wrecks. The project will conduct audience engagement studies to recommend the most appropriate methods to implement underwater virtual heritage experiences for Australian audiences. The sites which will be used as test datasets are some of the most significant Australian shipwreck sites, including HMAS Sydney (II) and HMAS AE1.Read moreRead less
Reducing health disparities for older LGBTI Australians. Reducing health disparities for older LGBTI Australians. This project aims to optimise health and aged care services throughout Australia, by bringing together researchers and key organisations in the health, aged, and lesbian, gay, bisexual, transgender and intersex (LGBTI) sectors to build a much-needed evidence base. Older LGBTI Australians have vastly poorer health outcomes than the broader population. This project will provide detaile ....Reducing health disparities for older LGBTI Australians. Reducing health disparities for older LGBTI Australians. This project aims to optimise health and aged care services throughout Australia, by bringing together researchers and key organisations in the health, aged, and lesbian, gay, bisexual, transgender and intersex (LGBTI) sectors to build a much-needed evidence base. Older LGBTI Australians have vastly poorer health outcomes than the broader population. This project will provide detailed quantitative and qualitative data on the challenges and needs of older LGBTI Australians and service providers, and develop essential resources so policymakers and service providers can reduce older LGBTI Australians’ health disparities.Read moreRead less
Improving the Well-Being of Low Socioeconomic Status Students at University. This project aims to investigate a new approach to improving the mental well-being of university students from low socioeconomic status (SES) backgrounds. University students have a high risk of experiencing mental health problems, and students from low SES backgrounds have a particularly high risk. This project aims to investigate university-relevant Facebook groups as a method of improving the mental well-being of low ....Improving the Well-Being of Low Socioeconomic Status Students at University. This project aims to investigate a new approach to improving the mental well-being of university students from low socioeconomic status (SES) backgrounds. University students have a high risk of experiencing mental health problems, and students from low SES backgrounds have a particularly high risk. This project aims to investigate university-relevant Facebook groups as a method of improving the mental well-being of low SES students by improving their online social integration at university. Expected outcomes and benefits include a scalable, low-cost approach to reducing an SES inequality that costs Australia billions of dollars each year.Read moreRead less
Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse ....Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse these kinds of data. This will provide a significant improvement in the statistical model building in areas such as epidemiology, chemical and ecological sciences. The project is timely because of the increasing collection of large-dimensional, complex, correlated data sets in these and many other fields.Read moreRead less
Forecasting live fuel moisture content, the on/off switch for forest fire. Dry forest fuels are a precursor of large bushfires. This research aims to develop, for the first time, a model to reliably forecast the moisture content of live fuels (e.g. the foliage and fine branches of shrubs and trees). This will be achieved by combining (i) satellite-derived estimates of live fuel moisture content, (ii) forecasts of soil moisture, and (iii) plant physiological responses to soil dryness. Forecasts o ....Forecasting live fuel moisture content, the on/off switch for forest fire. Dry forest fuels are a precursor of large bushfires. This research aims to develop, for the first time, a model to reliably forecast the moisture content of live fuels (e.g. the foliage and fine branches of shrubs and trees). This will be achieved by combining (i) satellite-derived estimates of live fuel moisture content, (ii) forecasts of soil moisture, and (iii) plant physiological responses to soil dryness. Forecasts of live fuel moisture content will deliver an early warning system of the risk of bushfires. These forecasts will also facilitate improved planning of prescribed burns: if fuels are too dry there is a risk of burns escaping, conversely, if fuels are too wet there is a risk that burns will fail to meet objectives.Read moreRead less
ARC Centre of Excellence for the Elimination of Violence Against Women. ARC Centre of Excellence for the Elimination of Violence Against Women. Eliminating violence against women is one of the major challenges of the 21st century. Awareness of the problem has grown exponentially, but solutions to it have not. This Centre aims to transform our understanding of the problem by examining the structural drivers that cause and compound violence against women, and pioneering new, evidence-based approac ....ARC Centre of Excellence for the Elimination of Violence Against Women. ARC Centre of Excellence for the Elimination of Violence Against Women. Eliminating violence against women is one of the major challenges of the 21st century. Awareness of the problem has grown exponentially, but solutions to it have not. This Centre aims to transform our understanding of the problem by examining the structural drivers that cause and compound violence against women, and pioneering new, evidence-based approaches to radically improve policy and practice across Australia and the Indo-Pacific. The Centre mobilises survivor-centric and Indigenous methodologies, interdisciplinary collaborations, and Indo-Pacific partnerships to deliver scalable approaches to eliminate violence against women across the legal, security, economic, health, and political systems of Australia and the region.Read moreRead less
AirLIFT – an airborne active chlorophyll fluorescence sensing system for assessment of photosynthetic activity in plant canopies. Assessment of plant health and productivity is vital to ensure future food security of the global population under a changing climate. Chlorophyll fluorescence (CF), a signal emitted by green plants, can reveal this information. Although CF has revolutionised photosynthetic research, current measurements are limited to individual plants. Remote sensing of canopy CF is ....AirLIFT – an airborne active chlorophyll fluorescence sensing system for assessment of photosynthetic activity in plant canopies. Assessment of plant health and productivity is vital to ensure future food security of the global population under a changing climate. Chlorophyll fluorescence (CF), a signal emitted by green plants, can reveal this information. Although CF has revolutionised photosynthetic research, current measurements are limited to individual plants. Remote sensing of canopy CF is required for efficient management of agricultural crops, forests, and natural ecosystems and is crucial for accurate estimation of plant carbon assimilation and production. This project will deliver remote sensing technology to bridge the gap between leaf and canopy productivity and pave the way for understanding both artificial and solar induced canopy CF measured from space.Read moreRead less