Industrial Transformation Research Hubs - Grant ID: IH190100022
Funder
Australian Research Council
Funding Amount
$4,787,259.00
Summary
ARC Research Hub for Sustainable Crop Protection. The Hub aims to develop and commercialise an innovative biological alternative to chemical fungicides targeting economically significant diseases of broadacre and horticultural crops. It addresses industry challenges of fungicide resistance, chemical residues in food, off-target effects and environmental harm. It builds on ground-breaking ‘BioClay’ platform to deliver pathogen targeting RNA using clay particles as non-genetically modified crop pr ....ARC Research Hub for Sustainable Crop Protection. The Hub aims to develop and commercialise an innovative biological alternative to chemical fungicides targeting economically significant diseases of broadacre and horticultural crops. It addresses industry challenges of fungicide resistance, chemical residues in food, off-target effects and environmental harm. It builds on ground-breaking ‘BioClay’ platform to deliver pathogen targeting RNA using clay particles as non-genetically modified crop protection. An expert multidisciplinary team uniting science, commercial and social licence pathways ensures industry and consumer uptake advancing $60B Australian Agriculture. The Hub translates to increased productivity, market access and enhanced environmental credentials of Australian food.
Read moreRead less
Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while pres ....Privacy-preserving data processing on the cloud. This project aims to address the current lack of privacy of user data processed by common cloud computing web servers, including email, business data, and confidential files. This project aims to develop new techniques in cryptography. The anticipated outcome is a suite of practical tools enabling common cloud computing processing operations such as search, statistical analysis, and multi-user access control, to be performed efficiently while preserving the data privacy. These tools should provide significant benefits to the privacy of cloud users, as well as financial and reputation benefits to the IT industry, by significantly reducing the likelihood of massive user data privacy breaches in the event of a cyber-hacking attack on the cloud server.Read moreRead less
A Novel Automatic Neural Network Feature Extractor. This project aims to study feature extraction abilities of convolutional as well as traditional neural networks and develop a generic feature extractor which can be applied to wide variety of real-world image and non-image data. New concepts for automatic feature extraction, feature explanation, hybrid evolutionary algorithms and non-iterative ensemble learning will be introduced and evaluated. The expected outcomes are a generic feature extrac ....A Novel Automatic Neural Network Feature Extractor. This project aims to study feature extraction abilities of convolutional as well as traditional neural networks and develop a generic feature extractor which can be applied to wide variety of real-world image and non-image data. New concepts for automatic feature extraction, feature explanation, hybrid evolutionary algorithms and non-iterative ensemble learning will be introduced and evaluated. The expected outcomes are a generic feature extractor for automatically extracting features, an optimiser for finding optimal parameters and non-iterative ensemble learning technique for classification of features into classes. The impact of this project will be automatic feature extractors and classifiers for real-world applications.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC150100026
Funder
Australian Research Council
Funding Amount
$3,732,019.00
Summary
ARC Training Centre for Fruit Fly Biosecurity Innovation. ARC Training Centre for Fruit Fly Biosecurity Innovation. This training centre aims to transform the way that horticulture industries combat invasive fruit flies that threaten Australian crops, which are valued at $9 billion per year. For generations, Australia has relied on insecticides to protect crops. Owing to environmental damage and concerns for consumer health, the most effective insecticides have recently been banned for use on ma ....ARC Training Centre for Fruit Fly Biosecurity Innovation. ARC Training Centre for Fruit Fly Biosecurity Innovation. This training centre aims to transform the way that horticulture industries combat invasive fruit flies that threaten Australian crops, which are valued at $9 billion per year. For generations, Australia has relied on insecticides to protect crops. Owing to environmental damage and concerns for consumer health, the most effective insecticides have recently been banned for use on many crops leaving no equivalent replacements. Horticulture industries are unprepared for this change, and are in desperate need of new sustainable practices to combat fruit flies. New researchers who are trained in both scientific approach and practical application will be well placed to deliver these new tools.Read moreRead less
Molecular mechanisms of signalling by plant immune receptors. This project aims to understand how resistance proteins function and to find new sources of these proteins. Plant diseases account for 15% loss of global crop production, representing a threat to food security. Fungicides, one key form of protection, represent environmental concerns. The other key form of protection corresponds to resistance gene breeding, which is limited by lengthy breeding processes, restricted choice of genes from ....Molecular mechanisms of signalling by plant immune receptors. This project aims to understand how resistance proteins function and to find new sources of these proteins. Plant diseases account for 15% loss of global crop production, representing a threat to food security. Fungicides, one key form of protection, represent environmental concerns. The other key form of protection corresponds to resistance gene breeding, which is limited by lengthy breeding processes, restricted choice of genes from sexually compatible species and short effective time spans in the field. Building on previous research, this project aims to characterise the molecular basis of the Toll/interleukin-1 receptor domain-mediated nicotinamide adenine dinucleotide (NAD+) cleavage and the structural architecture of plant NLR complexes. This knowledge will support the long-term objective of protecting crops from pathogens.Read moreRead less
Structural basis of plant immune receptor signaling. Plants detect invading pathogens and trigger immune responses in a process called “effector-triggered immunity”, in which pathogen effector (avirulence) proteins are recognized by plant resistance proteins, typically so-called “plant NLRs”. Ongoing work in the applicants’ laboratories has shown that oligomerization into “resistosomes” and NAD+ (nicotinamide adenine dinucleotide) cleavage play central roles in the process. Building on these dat ....Structural basis of plant immune receptor signaling. Plants detect invading pathogens and trigger immune responses in a process called “effector-triggered immunity”, in which pathogen effector (avirulence) proteins are recognized by plant resistance proteins, typically so-called “plant NLRs”. Ongoing work in the applicants’ laboratories has shown that oligomerization into “resistosomes” and NAD+ (nicotinamide adenine dinucleotide) cleavage play central roles in the process. Building on these data, the project aims to characterize the structures of the signaling molecules resulting from TIR (Toll/interleukin-1 receptor) domain-mediated NAD+ cleavage and the structural architecture of plant NLR resistosomes. This knowledge will support the long-term objective of protecting crops from pathogens.Read moreRead less
Combating myrtle rust, a new disease threatening Australia’s unique flora. This project aims to reduce the impact of myrtle rust, an invasive plant disease. Myrtle rust is a globally significant biodiversity threat that is rapidly spreading to new regions. It affects many iconic native species as well as impacting commercial industries. The expected project outcomes are; a comprehensive understanding of the host genes involved in successful plant defence, and of the pathogen genes involved in th ....Combating myrtle rust, a new disease threatening Australia’s unique flora. This project aims to reduce the impact of myrtle rust, an invasive plant disease. Myrtle rust is a globally significant biodiversity threat that is rapidly spreading to new regions. It affects many iconic native species as well as impacting commercial industries. The expected project outcomes are; a comprehensive understanding of the host genes involved in successful plant defence, and of the pathogen genes involved in the establishment of parasitism. The project will employ new approaches that enhance the application of biotechnology to Australian biosecurity. Key expected benefits are; gene-specific tools for plant breeders and conservation land managers, and improved preparedness for the threat posed by new rust strains.Read moreRead less
Vulnerability of Australian bats to white-nose syndrome. Australia's unique wildlife is inherently at risk from invasive novel pathogens. White-nose syndrome is an emerging fungal disease that has decimated bat populations across North America. This fungal disease is likely to soon jump continents and also seriously threaten Australia's bat fauna. This project aims to quantify the risk of exposure to this fungus and understand the sensitivity of Australian bat populations to white-nose syndrome ....Vulnerability of Australian bats to white-nose syndrome. Australia's unique wildlife is inherently at risk from invasive novel pathogens. White-nose syndrome is an emerging fungal disease that has decimated bat populations across North America. This fungal disease is likely to soon jump continents and also seriously threaten Australia's bat fauna. This project aims to quantify the risk of exposure to this fungus and understand the sensitivity of Australian bat populations to white-nose syndrome mortality. Expected outcomes include spatially-explicit, species-specific models of vulnerability to white-nose syndrome for bat populations across south-eastern Australia, essential for directing actions to prevent, detect and mitigate the impacts of this potentially catastrophic wildlife disease.Read moreRead less