AI in agriculture: hybrid machine learning models for nitrogen simulation. Agricultural simulation models are used to guide nitrogen management to reduce nitrogen loss and its environmental impact, but they were developed using constrained datasets, which restricts them to site- or regional-specific simulations. This project adopts a novel approach to addressing these problems by applying machine learning-based data analytics. The project will refine the linkages between nitrogen losses and thei ....AI in agriculture: hybrid machine learning models for nitrogen simulation. Agricultural simulation models are used to guide nitrogen management to reduce nitrogen loss and its environmental impact, but they were developed using constrained datasets, which restricts them to site- or regional-specific simulations. This project adopts a novel approach to addressing these problems by applying machine learning-based data analytics. The project will refine the linkages between nitrogen losses and their key drivers, and improve the existing agroecosystem models through data imputation, parameter optimisation and module enhancement. The outcomes of this project will lead to an accurate prediction of nitrogen losses from agriculture, advancement in agroecosystem models and their adaptability to a global context.Read moreRead less
Connecting soil nitrogen and plant uptake for greener agriculture. This project will use synthetic organic chemistry, biochemistry, root and rhizosphere biology and rhizosphere modelling to establish detailed mechanistic knowledge of the nitrogen (N) transport and uptake processes at the soil-root interface to develop new, efficient urease and nitrification inhibitors for reliable provision of N to the plant/root system. The reduction of excessive N fertilisation has significant environmental be ....Connecting soil nitrogen and plant uptake for greener agriculture. This project will use synthetic organic chemistry, biochemistry, root and rhizosphere biology and rhizosphere modelling to establish detailed mechanistic knowledge of the nitrogen (N) transport and uptake processes at the soil-root interface to develop new, efficient urease and nitrification inhibitors for reliable provision of N to the plant/root system. The reduction of excessive N fertilisation has significant environmental benefits by reducing greenhouse gas emissions and water pollution. This project will lead to a breakthrough for the triple challenge of food security, environmental degradation and climate change, while improving plant productivity and increasing the profitability of agriculture through lower fertiliser costs.Read moreRead less
Tailoring physiologically-based nanomaterial fertilisers for the biofortification of zinc in broadacre crops. Soil zinc deficiency is a global issue causing low crop yield and malnutrition. This project will develop a new class of fertiliser formulations by combining advanced chemistry techniques with plant physiology knowledge and nanomaterial manufacturing. These products will be designed for enhanced agronomic efficiency and environmental safety.
Using chemistry to illuminate sulfoglycolysis, a major organosulfur pathway. This project aims to develop a detailed molecular description of the sulfoglycolysis pathway, a major pathway involved in cycling an abundant sulfolipid. The project will use an integrated chemical, biochemical and structural approach to illuminate how sulfoglycolysis degrades sulfolipid to access its elemental and energy constituents. Expected outcomes include an advanced understanding of the biosulfur cycle, the devel ....Using chemistry to illuminate sulfoglycolysis, a major organosulfur pathway. This project aims to develop a detailed molecular description of the sulfoglycolysis pathway, a major pathway involved in cycling an abundant sulfolipid. The project will use an integrated chemical, biochemical and structural approach to illuminate how sulfoglycolysis degrades sulfolipid to access its elemental and energy constituents. Expected outcomes include an advanced understanding of the biosulfur cycle, the development of new chemical approaches to manipulate sulfur cycling for agricultural and biotechnology applications, and deepened ties to leading international researchers. Potential benefits include new strategies to reduce dependence on agricultural fertilisers, promote gut wellbeing, and control insect pests.Read moreRead less
New dimensions of electrocatalyst design for sustainable energy future. This project aims to produce valuable chemicals from air, water and Australia’s abundant renewable energy, by developing efficient, robust catalysts for water oxidation, nitrogen reduction and ammonia oxidation — key processes for sustainable production of green fuels and fertilisers. The interdisciplinary project strategy will use a suite of advanced instrumental and theoretical tools to understand and control how catalysts ....New dimensions of electrocatalyst design for sustainable energy future. This project aims to produce valuable chemicals from air, water and Australia’s abundant renewable energy, by developing efficient, robust catalysts for water oxidation, nitrogen reduction and ammonia oxidation — key processes for sustainable production of green fuels and fertilisers. The interdisciplinary project strategy will use a suite of advanced instrumental and theoretical tools to understand and control how catalysts operate. Expected outcomes include new techniques to study catalysts, new catalyst design concepts, and novel high-performance catalytic materials and devices for sustainable electrosynthesis. These new technologies should reduce emissions and help Australia be a world leader in renewable-energy and fertiliser export.Read moreRead less
Dissecting a major sulfur cycling pathway: sulfoglycolysis. This project will elucidate the molecular details of sulfoglycolysis, a group of metabolic pathways through which the sulfur-containing sugar sulfoquinovose is catabolized. The project will employ an integrated metabolomic, chemical, biochemical and structural approach to dissect how various sulfoglycolytic organisms degrade sulfoquinovose. This project will deliver a deeper understanding of this major biochemical pathway and develop ne ....Dissecting a major sulfur cycling pathway: sulfoglycolysis. This project will elucidate the molecular details of sulfoglycolysis, a group of metabolic pathways through which the sulfur-containing sugar sulfoquinovose is catabolized. The project will employ an integrated metabolomic, chemical, biochemical and structural approach to dissect how various sulfoglycolytic organisms degrade sulfoquinovose. This project will deliver a deeper understanding of this major biochemical pathway and develop new chemical and metabolic approaches to manipulate sulfur cycling in the environment. Benefits will include biotechnology applications of newly discovered proteins, and sustainable approaches to reduce our dependence on agricultural fertilisers.Read moreRead less
Developing a novel carbon negative fertiliser . Food security is vital to support our growing population. However, our increasing reliance on intensive farming systems necessitates increased fertiliser use, leading to increased water pollution and soil degradation - threatening both the Australian environment and food security. Increasing carbon storage capacity by soil and decreasing fertiliser use are two of the primary pathways for restoring the bio-support capacity of soils and reducing farm ....Developing a novel carbon negative fertiliser . Food security is vital to support our growing population. However, our increasing reliance on intensive farming systems necessitates increased fertiliser use, leading to increased water pollution and soil degradation - threatening both the Australian environment and food security. Increasing carbon storage capacity by soil and decreasing fertiliser use are two of the primary pathways for restoring the bio-support capacity of soils and reducing farming footprints. This innovative and first-of-its-kind project aims to develop a cost-effective, carbon negative fertiliser that reduces fertiliser inputs and increases soil carbon storageRead moreRead less