Using data mining methods to remove uncertainties in sensor data streams. This project will develop key techniques for removing uncertainties in sensor data streams and thus improve the monitoring quality of sensor networks. The expected outcomes will benefit Australia by enabling improved, lower-cost monitoring of natural resources and management of stock raising.
Industrial Transformation Research Hubs - Grant ID: IH180100002
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. Thes ....ARC Research Hub for Driving Farming Productivity and Disease Prevention. The ARC Research Hub for Driving Farming Productivity and Disease Prevention aims to increase farm production and disease prevention through advancing and transferring new artificial intelligence technologies into industrial deployment. The Hub will combine machine vision, machine learning, software quality control, engineering, biology, and farming industries to develop technologies to build more intelligent systems. These dynamic systems will help determine what goal to achieve and the most efficient plan to achieve it. This Hub is expected to contribute to higher farming efficiency, lower production costs and fewer disease risks, giving the Australian industry new business opportunities and an international competitive advantage.Read moreRead less
Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geop ....Three-dimensional Bayesian Modelling of Geological and Geophysical data. The project aims to develop technologies enabling rapid informed decision-making related to the management of natural resources, including critical metals, copper and water. This new technology will support a greener future, securing our energy future, our access to clean water and reduce the mining footprint. Expected outcomes include an enhanced capability in interoperable, integrated three-dimensional geological and geophysical modelling in order to predictively characterise sub-surface geology. The outcome will be an open-source forecasting dashboard enabling decision making while considering underlying risk related to resource extractions and management with significant benefits to the Australian society (lower emissions, clean water).Read moreRead less
How do myelinating cells alter brain circuits to facilitate learning? This project aims to identify the brain circuits that receive new insulation and characterise the molecular mediators of this process. This project will apply innovative technologies to understand how the nervous system remains adaptable throughout life. This new knowledge, of the cellular mechanisms that allow brain circuits to remain adaptable throughout life, may have application in the development of interventions aimed at ....How do myelinating cells alter brain circuits to facilitate learning? This project aims to identify the brain circuits that receive new insulation and characterise the molecular mediators of this process. This project will apply innovative technologies to understand how the nervous system remains adaptable throughout life. This new knowledge, of the cellular mechanisms that allow brain circuits to remain adaptable throughout life, may have application in the development of interventions aimed at improving educational outcomes or counteracting age-related memory decline. Potential future benefits include facilitating the development of drugs to circumvent memory loss resulting from brain diseases, and improving the design of neuromorphic hardware for computing.Read moreRead less
ARC Centre of Excellence for Plant Success in Nature and Agriculture. The ARC CoE for Plant Success in Nature and Agriculture will discover the adaptive strategies underpinning productivity and resilience in diverse plants and deepen knowledge of the genetic and physiological networks driving key traits. Using novel quantitative and computational approaches, the Centre will link gene networks with traits across biological levels, giving breeders an unparalleled predictive capacity. The Centre wi ....ARC Centre of Excellence for Plant Success in Nature and Agriculture. The ARC CoE for Plant Success in Nature and Agriculture will discover the adaptive strategies underpinning productivity and resilience in diverse plants and deepen knowledge of the genetic and physiological networks driving key traits. Using novel quantitative and computational approaches, the Centre will link gene networks with traits across biological levels, giving breeders an unparalleled predictive capacity. The Centre will accelerate technologies to transfer successful networks into crops and build legal frameworks to secure this knowledge. With a uniquely multidisciplinary team, the Centre will deliver new strategies to address the problems of food security and climate change, establishing Australia as a global leader in these areas.Read moreRead less
Creating a national time and frequency network for Australia. This project will develop the means to distribute accurate time and frequency across the Australian continent via an optical fibre network. This network will meet the needs of future telecommunications, science and astronomy projects including the Australian bid for the Square Kilometre Array radio-astronomy project.
ARC Centre of Excellence for Electromaterials Science. The ARC Centre of Excellence for Electromaterials Science (ACES) will create next generation electrochemical devices via the precision assembly of nano/micro dimensional components into macroscopic structures. Through the discovery of new materials and structures, and understanding how spatial arrangement in 3D influences chemical, physical and biological properties, ACES will define the cutting edge of Electromaterials Science. The resultin ....ARC Centre of Excellence for Electromaterials Science. The ARC Centre of Excellence for Electromaterials Science (ACES) will create next generation electrochemical devices via the precision assembly of nano/micro dimensional components into macroscopic structures. Through the discovery of new materials and structures, and understanding how spatial arrangement in 3D influences chemical, physical and biological properties, ACES will define the cutting edge of Electromaterials Science. The resulting technology breakthroughs will have a direct impact on some of today's most challenging global problems in clean energy, synthetic biosystems, diagnostics and soft robotics. National benefit to Australia will be realised through the creation of new manufacturing industries.Read moreRead less
Special Research Initiatives - Grant ID: SR120200004
Funder
Australian Research Council
Funding Amount
$30,000,000.00
Summary
Australian Synchrotron Access Program. The Australian Synchrotron epitomises scientific research excellence in Australian and New Zealand. Its impact spans nearly every research sector. This proposal brings together over 30 Australian universities working together to ensure that world-class peer-reviewed science continues to be performed at the Australian Synchrotron.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100086
Funder
Australian Research Council
Funding Amount
$420,000.00
Summary
Rapid Deployment Seismic Recorders for Interdisciplinary Antarctic Research. We aim to establish an Antarctic-based set of seismic instruments, a mobile facility, to provide data to help predict how ice sheets will evolve and how the continent under the ice sheets will respond to changes in ice load. Our approach to tackling such significant questions is innovative, and makes use of newly available, rapid deployment instruments that may be deployed in ice by a small team with light logistics. ....Rapid Deployment Seismic Recorders for Interdisciplinary Antarctic Research. We aim to establish an Antarctic-based set of seismic instruments, a mobile facility, to provide data to help predict how ice sheets will evolve and how the continent under the ice sheets will respond to changes in ice load. Our approach to tackling such significant questions is innovative, and makes use of newly available, rapid deployment instruments that may be deployed in ice by a small team with light logistics. Outcomes will include maps of sub-ice sediments and 3D images of the deep Earth. The facility will thus enable new knowledge relating to major ice sheets. Interdisciplinary use of the research will benefit Australia through an improved ability to plan for future sea level rise in areas with large coastal populations.Read moreRead less
Global patterns of mammalian biodiversity loss over the last 50,000 years. Wild mammals have experienced major population losses and extinctions in recent centuries, but their communities had already suffered from widespread losses during the Pleistocene. Existing literature has focused on documenting individual extinctions or continental-scale patterns. This project aims to show how biodiversity loss played out at the local scale around the world. It will use palaeontological and zooarchaeologi ....Global patterns of mammalian biodiversity loss over the last 50,000 years. Wild mammals have experienced major population losses and extinctions in recent centuries, but their communities had already suffered from widespread losses during the Pleistocene. Existing literature has focused on documenting individual extinctions or continental-scale patterns. This project aims to show how biodiversity loss played out at the local scale around the world. It will use palaeontological and zooarchaeological data to show how losses varied in space, how population sizes changed, and how species attributes such as rarity and body size related to loss. The world of mammals has become more homogeneous as biodiversity has declined. The challenge is to show how that happened across space and time.
Read moreRead less