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
Optimising the spring in your step to enhance footwear design. This project aims to examine how the nervous system adjusts the mechanical function of our feet across a spectrum of speeds, from slow running through to maximal effort sprinting. The proposed research will explore how the nervous system controls the function of the foot to meet the ever-varying demands of locomotion in the real-world. Expected outcomes of this project are to determine if running shoes help or hinder the natural spri ....Optimising the spring in your step to enhance footwear design. This project aims to examine how the nervous system adjusts the mechanical function of our feet across a spectrum of speeds, from slow running through to maximal effort sprinting. The proposed research will explore how the nervous system controls the function of the foot to meet the ever-varying demands of locomotion in the real-world. Expected outcomes of this project are to determine if running shoes help or hinder the natural spring-like function of the foot. It will explain a conceptually novel design allowing shoes to support our feet, whilst harnessing the energetic benefits of the foot's spring-like function. This research has the potential to revolutionise athletic footwear design and has direct implications for enhanced performance in running athletes.Read moreRead less
Resolving the role of dryland flooding in the global carbon cycle. Aquatic sources of carbon dioxide and methane are globally significant, but unknown for flooded drylands. The aim of this project is to use an innovative combination of well-integrated methodologies to determine if flooded drylands release large amounts of carbon dioxide and methane. This project is significant because this release of carbon dioxide and methane has not previously been accounted for and may change the magnitude of ....Resolving the role of dryland flooding in the global carbon cycle. Aquatic sources of carbon dioxide and methane are globally significant, but unknown for flooded drylands. The aim of this project is to use an innovative combination of well-integrated methodologies to determine if flooded drylands release large amounts of carbon dioxide and methane. This project is significant because this release of carbon dioxide and methane has not previously been accounted for and may change the magnitude of the global terrestrial carbon dioxide sink and account of some of the planet’s missing sources of methane. The outcomes of this project will make a significant contribution to our understanding of the global carbon cycle and earth climate system, and inform future management of these systems.
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Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algori ....Feature Learning for High-dimensional Functional Time Series. This project aims to develop new methods and theories for common features on high-dimensional functional time series observed in empirical applications. The significance includes addressing a key gap in adaptive and efficient feature learning, improving forecasting accuracy and understanding forecasting-driven factors comprehensively for empirical data. Expected outcomes involve advances in big data theory and easy-to-implement algorithms for applied researchers. This project benefits not only advanced manufacturing by finding optimal stopping time for wood panel compression, but also superior forecasting for mortality in demography, climate data in environmental science, asset returns in finance, and electricity consumption in economics. Read moreRead less
Finding equivalence between natural and artificial intelligences. This project aims to investigate the ways in which artificial intelligence is equivalent to human intelligence. Computers outperform humans in many domains, yet it is clear that computers often don’t perform tasks the way humans do. Developing innovative methods for evaluating claims of equivalence by drawing on simpler, well-understood model systems like the honeybee brain, the project expects to fill this existing knowledge gap. ....Finding equivalence between natural and artificial intelligences. This project aims to investigate the ways in which artificial intelligence is equivalent to human intelligence. Computers outperform humans in many domains, yet it is clear that computers often don’t perform tasks the way humans do. Developing innovative methods for evaluating claims of equivalence by drawing on simpler, well-understood model systems like the honeybee brain, the project expects to fill this existing knowledge gap. Expected outcomes include a framework that provides powerful, nuanced criteria for comparison of natural and artificial intelligences. Benefits are expected to include enhanced guidance for the development of AI systems both in everyday contexts and as exploratory tools in comparative and cognitive neuroscience.Read moreRead less
Ecosystem resilience of Shark Bay under changing ocean climate. This project aims to investigate the resilience of the Shark Bay World Heritage Site to projected climate change. This project will generate new knowledge for marine conservation through analyses of habitat loss on nutrient budgets and productivity in seagrass and microbialite ecosystems. Expected outcomes are an improved understanding of climate-driven shifts on ecosystem processes in Shark Bay, incorporating science-based evidence ....Ecosystem resilience of Shark Bay under changing ocean climate. This project aims to investigate the resilience of the Shark Bay World Heritage Site to projected climate change. This project will generate new knowledge for marine conservation through analyses of habitat loss on nutrient budgets and productivity in seagrass and microbialite ecosystems. Expected outcomes are an improved understanding of climate-driven shifts on ecosystem processes in Shark Bay, incorporating science-based evidence for better conservation and management. This will provide significant benefits by contributing to the future-proofing of Shark Bay’s World Heritage values to climate change, and more broadly by demonstrating the consequences of the continued tropicalisation of Australia’s coastline.Read moreRead less
New carbon phases synthesized under extreme conditions. This project aims to address one of the major fundamental puzzles in carbon science; how to experimentally synthesize new phases of carbon predicted by theory. This could be approached via a combination of high pressure and high-energy ion irradiation to transform novel nano-carbon precursors. The expected outcomes include new phases of carbon with unexplored properties, an understanding of the pathways for synthesis of carbon materials, an ....New carbon phases synthesized under extreme conditions. This project aims to address one of the major fundamental puzzles in carbon science; how to experimentally synthesize new phases of carbon predicted by theory. This could be approached via a combination of high pressure and high-energy ion irradiation to transform novel nano-carbon precursors. The expected outcomes include new phases of carbon with unexplored properties, an understanding of the pathways for synthesis of carbon materials, and new computational tools to understand nano-carbon materials under extreme conditions. This should provide benefits for industries seeking advanced materials for modern manufacturing.Read moreRead less
Life, living and livelihoods in satellite cities: new urban forms in India . This project aims to assess the success of satellite cities, conceived as possible solutions to the urgent challenge of rapid urban growth in today’s megacities. Through an ethnography of an Indian satellite city, Mahindra World City, this project aims to generate knowledge on new urban formations and the consequences of experiments in urban development for different socio-economic groups. Understanding the lived experi ....Life, living and livelihoods in satellite cities: new urban forms in India . This project aims to assess the success of satellite cities, conceived as possible solutions to the urgent challenge of rapid urban growth in today’s megacities. Through an ethnography of an Indian satellite city, Mahindra World City, this project aims to generate knowledge on new urban formations and the consequences of experiments in urban development for different socio-economic groups. Understanding the lived experiences of residents/workers in satellite cities aims to form a robust evidence base for research driven dialogue with policy makers, planners and developers. Lessons derived are expected to inform policy and practice as to how to achieve wellbeing for urban residents, while providing indications of Asia’s urban futures.Read moreRead less
Women, politics and democracy: political labour in India and Indonesia . This project aims to advance understandings of Asia's two largest democracies through an examination of the pathways and dead-ends to political power for women in India and Indonesia. Research of women's everyday political labour will examine their contributions to generating different forms of power, and their adverse incorporation into political structures. The comparative ethnographic approach will lead to the developme ....Women, politics and democracy: political labour in India and Indonesia . This project aims to advance understandings of Asia's two largest democracies through an examination of the pathways and dead-ends to political power for women in India and Indonesia. Research of women's everyday political labour will examine their contributions to generating different forms of power, and their adverse incorporation into political structures. The comparative ethnographic approach will lead to the development of analytical and conceptual tools to understand democracy across different socio-historical contexts. The project aims to produce policy and practice relevant knowledge to increase the meaningful participation of women in politics in India and Indonesia, with comparative lessons for other countries Read moreRead less
Incentivising On Country Aboriginal Employment: Anangu Futures. . This project aims to investigate the changing face of cultural tourism in central Australia and examine pathways towards sustainable aboriginal employment in and around Uluru-Kata Tjuta National Park. The project is significant because it brings together Aboriginal community members, industry and government stakeholders to identify micro-business opportunities, youth training initiatives, better relations across cultural divides, ....Incentivising On Country Aboriginal Employment: Anangu Futures. . This project aims to investigate the changing face of cultural tourism in central Australia and examine pathways towards sustainable aboriginal employment in and around Uluru-Kata Tjuta National Park. The project is significant because it brings together Aboriginal community members, industry and government stakeholders to identify micro-business opportunities, youth training initiatives, better relations across cultural divides, and the economic value of Aboriginal knowledge. Outcomes include a model for sustainable Aboriginal employment in remote and very remote contexts, and the development of culturally relevant and sustainable governing guidelines for regional investment. Benefits include more sustainable jobs for Aboriginal people.Read moreRead less