Development of a pre-production prototype for a laser-based plant sensing weed control system. Australian farmers spend over $800 million per annum on herbicides. The proposed technology can reduce herbicide usage by 80 per cent (i.e. over $640 million per annum saving) and improve crop yields by 30 per cent. Precision application of herbicides, fertilisers and nutrients to weeds and crops has both economic and environmental benefits which will increase farm profits and boost Australia's export ....Development of a pre-production prototype for a laser-based plant sensing weed control system. Australian farmers spend over $800 million per annum on herbicides. The proposed technology can reduce herbicide usage by 80 per cent (i.e. over $640 million per annum saving) and improve crop yields by 30 per cent. Precision application of herbicides, fertilisers and nutrients to weeds and crops has both economic and environmental benefits which will increase farm profits and boost Australia's export sales. Reduced chemical loads on ecosystems will benefit the environment and reduced chemicals in the food chain will benefit the health of Australians. This development will put Australia at the cutting edge of precision spray technology and has numerous spin-off applications in many sectors.Read moreRead less
Automated photonic multi-spectral weed discrimination sensor for precision agriculture. Australian farmers spend over $800 million yearly on herbicides. The proposed technology can reduce herbicide usage by 80% (i.e. over $640 million p.a. saving) and improve crop yields by 30%. Precision application of herbicides, fertilisers and nutrients to weeds and crops has both economic and environmental benefits which will increase farm profits and boost Australia's export sales. Reduced chemical loads o ....Automated photonic multi-spectral weed discrimination sensor for precision agriculture. Australian farmers spend over $800 million yearly on herbicides. The proposed technology can reduce herbicide usage by 80% (i.e. over $640 million p.a. saving) and improve crop yields by 30%. Precision application of herbicides, fertilisers and nutrients to weeds and crops has both economic and environmental benefits which will increase farm profits and boost Australia's export sales. Reduced chemical loads on ecosystems will benefit the environment and reduced chemicals in the food chain will benefit the health of Australians. This development will put Australia at the cutting edge of precision spray technology and has numerous spin-off applications in many sectors.Read moreRead less
Enhancing Grain Yield Potential and Quality of Lupin. Sustainability of wheat production in Western Australia depends on the continued use of legumes, specifically lupins, in farming systems. The low returns to growers for lupins has jeopardised these sustainable systems. This project aims to gather new information to develop novel genetic strategies to increase yield potential and modify seed composition in lupins, enhancing their commercial worth.
Exploiting the Arabidopsis genome sequence as a molecular 'toolbox' for Brassica improvement. Australia's position as a major exporter of canola (Brassica napus) is under threat from genetic improvements in yield and quality being made by our international competitors. We will identify genes from Arabidopsis (the 'tool-box') that will be used to increase the speed of selection of new canola varieties with improved oleic acid content, disease resistance, and agronomic traits such as early flower ....Exploiting the Arabidopsis genome sequence as a molecular 'toolbox' for Brassica improvement. Australia's position as a major exporter of canola (Brassica napus) is under threat from genetic improvements in yield and quality being made by our international competitors. We will identify genes from Arabidopsis (the 'tool-box') that will be used to increase the speed of selection of new canola varieties with improved oleic acid content, disease resistance, and agronomic traits such as early flowering and cold tolerance. Genome similarity between Arabidopsis and canola will be exploited to map specific genes from Arabidopsis directly into canola. Based on this knowledge, we will develop gene-specific molecular markers for rapid selection of Australian-adapted canola varieties.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
ARC Centre of Excellence in Plants for Space. ARC Centre of Excellence in Plants for Space. This Centre aims to create on-demand, zero-waste, high-efficiency plants and plant products to address grand challenges in sustainability for Space and on Earth. Significant advances in plant, food, and sensory science; process and systems engineering; law and policy; and psychology are expected to deliver transformative solutions for Space habitation – and create enhanced plant-derived food and bioresour ....ARC Centre of Excellence in Plants for Space. ARC Centre of Excellence in Plants for Space. This Centre aims to create on-demand, zero-waste, high-efficiency plants and plant products to address grand challenges in sustainability for Space and on Earth. Significant advances in plant, food, and sensory science; process and systems engineering; law and policy; and psychology are expected to deliver transformative solutions for Space habitation – and create enhanced plant-derived food and bioresources to capitalise upon emergent and rapidly expanding domestic and global markets. Anticipated outcomes include industry uptake of innovative plant forms, foods, technologies, and commodities; and an ambitious education and international co-ordination agenda to position Australia as a global leader in research supporting Space habitation.Read moreRead less
Real-time plant discrimination and weed detection platform. The aim of this project is to develop an advanced, robust, commercially ready, laser-based green-from-green plant discrimination and weed detection sensor, capable of identifying different plants and weeds in the field, and allowing precise herbicide spraying of targeted weeds all in the same pass. Through the incorporation of novel multi-band sensors and the development of adaptable, configurable lasers, this first-of-its-kind system i ....Real-time plant discrimination and weed detection platform. The aim of this project is to develop an advanced, robust, commercially ready, laser-based green-from-green plant discrimination and weed detection sensor, capable of identifying different plants and weeds in the field, and allowing precise herbicide spraying of targeted weeds all in the same pass. Through the incorporation of novel multi-band sensors and the development of adaptable, configurable lasers, this first-of-its-kind system intends to see a dramatic improvement over current approaches to weed targeting. The outcome of the project aims to achieve optimised weed control, resulting in increased crop yields, reduced environmental impacts, decreased risk of herbicide resistance and substantial cost-savings.Read moreRead less
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
Expanding the gene pool of canola (Brassica napus) by introgressing valuable genes from related species. Canola is a high value export crop from Australia, and an important rotational crop which improves sustainability of agriculture through a disease and weed break for cereal crops. While breeders have improved quality, disease resistance and adaptation of canola to Australian conditions over the past 30 years, this has reduced genetic variation to dangerously low levels. Wide crossing with d ....Expanding the gene pool of canola (Brassica napus) by introgressing valuable genes from related species. Canola is a high value export crop from Australia, and an important rotational crop which improves sustainability of agriculture through a disease and weed break for cereal crops. While breeders have improved quality, disease resistance and adaptation of canola to Australian conditions over the past 30 years, this has reduced genetic variation to dangerously low levels. Wide crossing with drought tolerant Brassica carinata (Ethiopean mustard) will help to alleviate this problem. New uses of biotechnology, combined with molecular genetics, will help to overcome species barriers to introduce useful new genes into canola for Australian canola breeders.Read moreRead less
Co-variant analysis and statistical modelling for improved crop yield. This project plans to develop mathematical tools that will help to identify cereal plant varieties with the highest yield. This is a critical responsibility of plant breeders and many Australian breeders acquire and store important information related to the issue. However, there are as yet no mathematical tools that are able to co-analyse the heterogeneous and high-dimensional data in order to understand how external and int ....Co-variant analysis and statistical modelling for improved crop yield. This project plans to develop mathematical tools that will help to identify cereal plant varieties with the highest yield. This is a critical responsibility of plant breeders and many Australian breeders acquire and store important information related to the issue. However, there are as yet no mathematical tools that are able to co-analyse the heterogeneous and high-dimensional data in order to understand how external and internal factors correlate with the major growth and development stages at the crop level. This project seeks to develop and implement mathematical and statistical tools to analyse genetic, agronomic and phenomic factors that affect plant performance, to deliver advanced yield prediction.Read moreRead less