Accelerating pulse breeding using machine learning. Advances in genomics and high throughput phenotyping are generating vast quantities of data that can be applied for crop improvement, however the lack of computational analysis tools and approaches limits the full exploitation of this data. Pulse legumes are currently under utilised in Australian agriculture due to poor adaptation, however they offer significant benefits both for soil improvement and the production of high protein crops. This p ....Accelerating pulse breeding using machine learning. Advances in genomics and high throughput phenotyping are generating vast quantities of data that can be applied for crop improvement, however the lack of computational analysis tools and approaches limits the full exploitation of this data. Pulse legumes are currently under utilised in Australian agriculture due to poor adaptation, however they offer significant benefits both for soil improvement and the production of high protein crops. This project will develop machine learning (ML) tools for the analysis of pulse legume crop traits and their association with genomic variation to accelerate the breeding of high performance pulse legumes for Australian growers.Read moreRead less
Superior Australian psyllium for functional foods. This project aims to establish a breeding program for Plantago ovata in Australia to provide a reliable supply of high quality, superior psyllium as a key ingredient in the gluten-free food industry, providing benefits to the industrial partner, growers in Australia and consumers. Target traits include better harvest index, reduced seed shattering and identification of lines carrying psyllium with novel properties or whole seeds that can be grou ....Superior Australian psyllium for functional foods. This project aims to establish a breeding program for Plantago ovata in Australia to provide a reliable supply of high quality, superior psyllium as a key ingredient in the gluten-free food industry, providing benefits to the industrial partner, growers in Australia and consumers. Target traits include better harvest index, reduced seed shattering and identification of lines carrying psyllium with novel properties or whole seeds that can be ground and used as flour that imparts less intense colour changes or effects on loaf structure, and which may be highly suitable for other baked gluten-free products. The fundamental knowledge gained from the genetic and biochemical anlayses of these lines will also broadly benefit seed biology research.Read moreRead less
Dual-membrane upgrading towards sustainable wastewater management. Water utilities in Australia have set aspirational targets for energy- and carbon-neutral wastewater services by as early as 2030. However, these two aims are often incompatible because of excessive aeration energy consumption and substantial greenhouse gas emissions in wastewater treatment plants. This project aims to develop a novel biotechnology that enables simultaneous bioenergy recovery, cost-efficient nitrogen removal and ....Dual-membrane upgrading towards sustainable wastewater management. Water utilities in Australia have set aspirational targets for energy- and carbon-neutral wastewater services by as early as 2030. However, these two aims are often incompatible because of excessive aeration energy consumption and substantial greenhouse gas emissions in wastewater treatment plants. This project aims to develop a novel biotechnology that enables simultaneous bioenergy recovery, cost-efficient nitrogen removal and mitigation of greenhouse gas emissions, thus bringing multifaceted benefits to wastewater management. The project will provide strong support to the Australian water industry in their endeavour to achieve economically and environmentally sustainable wastewater services.Read moreRead less
Accelerated tailings remediation with plant and microbial biotechnologies. The Australian alumina industry produces 32 million tonnes of bauxite residue (alumina refining tailings) each year, most of which is stored in perpetuity in landfill-type tailings storage facilities. The high pH, high salinity, lack of plant nutrients, and poor physical properties of bauxite residue are major barriers to safe storage and successful closure of tailings storage facilities. Existing remediation approaches a ....Accelerated tailings remediation with plant and microbial biotechnologies. The Australian alumina industry produces 32 million tonnes of bauxite residue (alumina refining tailings) each year, most of which is stored in perpetuity in landfill-type tailings storage facilities. The high pH, high salinity, lack of plant nutrients, and poor physical properties of bauxite residue are major barriers to safe storage and successful closure of tailings storage facilities. Existing remediation approaches are expensive, slow, and often ineffective. We will deliver new microbial- and plant-driven biotechnologies for rapid, cost-effective remediation of bauxite residue. This will enable safe, sustainable closure of storage facilities, and safeguard the strong contribution of this $15 billion industry to Australia's economy. Read moreRead less
Building a CO2 foundry for sustainable carbon capture and utilisation. This project aims to develop innovative carbon capture and utilisation technology that fuses synthetic biology with inorganic chemistry. The project expects to develop nano-structured electrocatalysts to efficiently convert CO2 from industrial emission into acetate, and genetically-engineered microbes to rapidly transform acetate into platform chemicals and biopolymers. Expected outcomes include an integrated electro-/biocata ....Building a CO2 foundry for sustainable carbon capture and utilisation. This project aims to develop innovative carbon capture and utilisation technology that fuses synthetic biology with inorganic chemistry. The project expects to develop nano-structured electrocatalysts to efficiently convert CO2 from industrial emission into acetate, and genetically-engineered microbes to rapidly transform acetate into platform chemicals and biopolymers. Expected outcomes include an integrated electro-/biocatalytic prototype with unprecedented CO2 conversion efficiency, as well as building a multidisciplinary research capacity in synthetic biology and nanotechnology. This should provide significant benefits, by reducing greenhouse gases and providing the basis for a carbon-negative chemical industry.Read moreRead less
Engineering safer pastures for livestock. This project aims to develop subterranean clover with elevated condensed tannins in leaves. This important pasture legume is currently a bloat risk for cattle and sheep due to low condensed tannins and high soluble proteins. Bloat is a health issue that costs the Australian and New Zealand livestock industries over $200 million per annum. Condensed tannins can reduce bloat, decrease methane production and improve efficiency of production. A novel approac ....Engineering safer pastures for livestock. This project aims to develop subterranean clover with elevated condensed tannins in leaves. This important pasture legume is currently a bloat risk for cattle and sheep due to low condensed tannins and high soluble proteins. Bloat is a health issue that costs the Australian and New Zealand livestock industries over $200 million per annum. Condensed tannins can reduce bloat, decrease methane production and improve efficiency of production. A novel approach using CRISPR and other innovative molecular techniques will generate breeding lines high in condensed tannins and deliver knowledge applicable to other pasture legumes. Expected outcomes for livestock producers include improved animal welfare, reduced carbon emissions and enhanced profits.Read moreRead less