Artificial intelligence to explore and combat eukaryotic pathogens. The revolution in artificial intelligence (AI) provides unprecedented opportunities for integrative analyses of complex multi-omics data sets and for creating radically new strategies to control some of the world’s most serious animal diseases. In a strong partnership with international experts, we will use AI-based methods to make major conceptual advances in our understanding of eukaryotic pathogens and host-pathogen interacti ....Artificial intelligence to explore and combat eukaryotic pathogens. The revolution in artificial intelligence (AI) provides unprecedented opportunities for integrative analyses of complex multi-omics data sets and for creating radically new strategies to control some of the world’s most serious animal diseases. In a strong partnership with international experts, we will use AI-based methods to make major conceptual advances in our understanding of eukaryotic pathogens and host-pathogen interactions, discover the "choke-points" in biological pathways, and develop novel treatments, vaccines and diagnostics. This leap forward will substantially enhance the global profile of pathogen research in Australia, build major capacity in a priority area, and enable access to international research funding and networks.Read moreRead less
Data-led bioengineering to uncover hidden chemical wealth in bacteria. The soil bacteria Nocardia are an untapped source of industrially prized chemical compounds called natural products. This project aims to develop innovative bioprospecting genomics technologies built from the disciplines of microbiology, biochemistry and computational statistics to discover hundreds of new natural products in Nocardia. This project will unlock the diversity of potent new enzymes and molecules with high econom ....Data-led bioengineering to uncover hidden chemical wealth in bacteria. The soil bacteria Nocardia are an untapped source of industrially prized chemical compounds called natural products. This project aims to develop innovative bioprospecting genomics technologies built from the disciplines of microbiology, biochemistry and computational statistics to discover hundreds of new natural products in Nocardia. This project will unlock the diversity of potent new enzymes and molecules with high economic value that could include insecticides to protect crops, bioactives to fight diseases, or new enzymes for food and biofuel production. This research unlocks enormous hidden chemical potential in soil bacteria, to build sustainable national economic growth through innovative, high-value industrial chemical development.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100316
Funder
Australian Research Council
Funding Amount
$435,431.00
Summary
Population genomic methods for modelling bacterial pathogen evolution. This project aims to develop novel techniques to model bacterial genome evolution and improve our understanding of how major agricultural and human pathogens, including Enterococcus, Salmonella and E. coli, evolve. The project expects to generate new knowledge about how horizontal gene transfer shapes the evolution of bacteria and how these dynamics vary over different temporal scales. Expected outcomes include methodological ....Population genomic methods for modelling bacterial pathogen evolution. This project aims to develop novel techniques to model bacterial genome evolution and improve our understanding of how major agricultural and human pathogens, including Enterococcus, Salmonella and E. coli, evolve. The project expects to generate new knowledge about how horizontal gene transfer shapes the evolution of bacteria and how these dynamics vary over different temporal scales. Expected outcomes include methodological advances that will enable the analysis of massive contemporary datasets. These methods and resulting analyses will provide significant benefits including informing the design of superior long-term interventions to reduce bacterial disease in both agriculture and health that are robust to the evolution of bacteria.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100959
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Unlocking The Agricultural Potential Of The Dark Genome. Sustaining competitive agricultural production in the face of climate change demands more resilient, diverse, and adaptable crop varieties. Studies on the genes of crop plants have had huge benefits for agriculture, but genes themselves make up only a tiny fraction of the genome. It has until recently been impossible to assemble the 'dark' space between genes. Using ultra-modern barley genomes, this project aims to harness information from ....Unlocking The Agricultural Potential Of The Dark Genome. Sustaining competitive agricultural production in the face of climate change demands more resilient, diverse, and adaptable crop varieties. Studies on the genes of crop plants have had huge benefits for agriculture, but genes themselves make up only a tiny fraction of the genome. It has until recently been impossible to assemble the 'dark' space between genes. Using ultra-modern barley genomes, this project aims to harness information from the dark genome to (i) discover new genes with agricultural importance, (ii) illuminate invisible genomic features that can slow down plant breeding programs, and (iii) identify opportunities to transfer useful new genes into the cultivated gene pool.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120101106
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Economic rise and decline - as seen from space. This research evaluates the accuracy of night-light based measures of local economic change. Satellite images of night-light cover the entire inhabited regions of the world, thus establishing whether these data can be used to supplement traditional measures of economic activity in countries with weak statistical systems would be a global public good.
Modelling Income Distributions over Space and Time: 1985-2010. The aim of this project is to develop and use interpolation and extrapolation methods, designed to overcome data scarcity, to estimate annual income distributions for countries, regions and the world for the period 1985 to 2010, facilitating measurement and comparison of changes in inequality, per capita income, poverty, and pro-poor growth, at national, regional and global levels. Reliable estimates of these welfare measures provide ....Modelling Income Distributions over Space and Time: 1985-2010. The aim of this project is to develop and use interpolation and extrapolation methods, designed to overcome data scarcity, to estimate annual income distributions for countries, regions and the world for the period 1985 to 2010, facilitating measurement and comparison of changes in inequality, per capita income, poverty, and pro-poor growth, at national, regional and global levels. Reliable estimates of these welfare measures provide valuable information for policy advisors and other researchers interested in growth and welfare of society.Read moreRead less
Modelling Food Expenditure, Analysing Nutrient Security, Measuring Hunger and Calculating Purchasing Power Parity: Methodological Advances with Policy Applications. The analysis of consumption changes in selected Asian countries will throw light on Australia's trade potential, especially with one of the fastest growing countries.
More informed debate on the role of trade and aid in reducing hunger and poverty.Following the 2000 Millenium summit and the step up of Australian developmental aid, ....Modelling Food Expenditure, Analysing Nutrient Security, Measuring Hunger and Calculating Purchasing Power Parity: Methodological Advances with Policy Applications. The analysis of consumption changes in selected Asian countries will throw light on Australia's trade potential, especially with one of the fastest growing countries.
More informed debate on the role of trade and aid in reducing hunger and poverty.Following the 2000 Millenium summit and the step up of Australian developmental aid, the subject has returned to the centre stage in policy discussions.
The systematic use of unit value information available elsewhere, but currently lacking in ABS data, will help the latter in improving its HES.
Contribute to "understanding our region and the world"(Key Priority Goal in Research Priority 4 of ARC).
Provide data sets for use in Australian RHD dissertations .
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An econometric analysis of the impact of education on health in developing countries. This project will provide empirical knowledge on whether education affects health over the life course in developing countries. This research will aid the design of more cost effective strategies aiming to reduce poverty and promote economic development, which will ultimately lead to a more prosperous and safe region and world.
Econometric estimation and analysis of country, regional and global income distributions. The project will provide valuable information on characteristics of the income distribution for Australia, and the distributions for countries of socio-economic significance to Australia. The findings will enable Australian government and non-government organisations and international agencies to assess the effects of various policies such as those designed to reduce world poverty. The project can help Aust ....Econometric estimation and analysis of country, regional and global income distributions. The project will provide valuable information on characteristics of the income distribution for Australia, and the distributions for countries of socio-economic significance to Australia. The findings will enable Australian government and non-government organisations and international agencies to assess the effects of various policies such as those designed to reduce world poverty. The project can help Australia understand the most immediate needs of countries in the region, information that is useful for formulating Australian policy responses that can alleviate poverty and lead to improved living standards in the region, thereby creating a harmonious and safer environment within the Asia-Pacific region.Read moreRead less
Childhood obesity, physical activity and wellbeing: Discovering the influence of children's understandings and experiences of places, spaces and communities. The study aims to discover 3-13 yr old children's understandings, perceptions & experiences of physical activity & associated places & spaces. Childhood obesity is a modern 'epidemic' & governments agree that low physical activity levels contribute significantly. Epidemiological & clinical research has been undertaken, but we lack Australia ....Childhood obesity, physical activity and wellbeing: Discovering the influence of children's understandings and experiences of places, spaces and communities. The study aims to discover 3-13 yr old children's understandings, perceptions & experiences of physical activity & associated places & spaces. Childhood obesity is a modern 'epidemic' & governments agree that low physical activity levels contribute significantly. Epidemiological & clinical research has been undertaken, but we lack Australian studies that systematically listen to & understand the pivotal voices of children themselves. Failure to develop such theoretically sound, practice-based understandings may mean ineffective interventions that misunderstand children's worlds. This collaborative study unites highly experienced researchers, practitioners & policy makers who will actively involve children in creating & using new knowledge.Read moreRead less