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
Unique plant hormone responses: the key to nitrogen-fixing nodules. This project aims to build a model of the signals that regulate root nodule formation, unique root organs formed by some plants that host nitrogen-fixing bacteria. Nitrogen is often limited in the soil and agriculture relies on nitrogen fertiliser. Sustainable sources of plant nutrients are required to ensure food security and minimise the environmental impact of intensive farming. This project will provide fundamental informati ....Unique plant hormone responses: the key to nitrogen-fixing nodules. This project aims to build a model of the signals that regulate root nodule formation, unique root organs formed by some plants that host nitrogen-fixing bacteria. Nitrogen is often limited in the soil and agriculture relies on nitrogen fertiliser. Sustainable sources of plant nutrients are required to ensure food security and minimise the environmental impact of intensive farming. This project will provide fundamental information on why some species can form nitrogen-fixing nodules by examining the role of plant hormones. This will build the knowledge base required to potentially expand this symbiosis into non-legumes, harnessing the huge advantage nodule forming species have in staple crops.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0882701
Funder
Australian Research Council
Funding Amount
$300,000.00
Summary
Establishment of a confocal/multiphoton microscope for imaging of living systems. This facility will allow us to study the dynamic changes in living systems, from the smallest unicellular organisms in the ocean through to the sophisticated neural networks of the living brain. Not only will this imaging facility allow us to understand how living systems work, we will also be able to explore the dynamic changes that underlie human disease and injury.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100075
Funder
Australian Research Council
Funding Amount
$315,000.00
Summary
Acoustic liquid handling robotics for bioactive compound discovery. This project aims to use a Labcyte Echo 550 acoustic dispenser with Combination Software to deliver sophisticated assay-ready screening. The Echo is the only liquid handling dispenser for 1536-well microplates and will allow Australian researchers to develop assay miniaturisation. The robotics will provide our nation’s researchers with a distinct competitive edge by enhancing assay sophistication, accuracy and reproducibility wh ....Acoustic liquid handling robotics for bioactive compound discovery. This project aims to use a Labcyte Echo 550 acoustic dispenser with Combination Software to deliver sophisticated assay-ready screening. The Echo is the only liquid handling dispenser for 1536-well microplates and will allow Australian researchers to develop assay miniaturisation. The robotics will provide our nation’s researchers with a distinct competitive edge by enhancing assay sophistication, accuracy and reproducibility while reducing cost. The expected benefits will advance the elucidation of molecular mechanisms involved in complex biological phenomena. The benefits of this are substantial, including reduction in test compound and reagents, which in turn reduces laboratory costs, conserves cells and increases data quality.Read moreRead less