Erosion Morphodynamics and Evolution of Shore Platforms. Rocky coasts consist of a cliff and often a platform at the base which protects the cliff from wave energy. Such coasts undergo continuous erosion that may threaten property. Climate change may worsen this situation. Despite the importance of platforms in coastal management they remain poorly studied. This project seeks to improve scientific knowledge and understanding of the development and erosion of shore platforms, the relationships ....Erosion Morphodynamics and Evolution of Shore Platforms. Rocky coasts consist of a cliff and often a platform at the base which protects the cliff from wave energy. Such coasts undergo continuous erosion that may threaten property. Climate change may worsen this situation. Despite the importance of platforms in coastal management they remain poorly studied. This project seeks to improve scientific knowledge and understanding of the development and erosion of shore platforms, the relationships between shore platform and cliff retreat and the processes that drive erosion. As a result we will understand how rock coasts with platforms develop and change, especially as sea levels change and be better able to manage the coast in response to climate change. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0560895
Funder
Australian Research Council
Funding Amount
$854,354.00
Summary
A new-generation gas-source radiocarbon system for integrated environmental and archaeological research. An ultra-sensitive radiocarbon analysis system, proposed here, is central to new, multi-institution research into past fluctuations of Australia's climate, natural resources and ecosystems. Focussed on the 40,000 years of human presence, the research is an integrated approach to changes of earth systems in the Australian region.The equipment is a single-stage accelerator mass spectrometer (SS ....A new-generation gas-source radiocarbon system for integrated environmental and archaeological research. An ultra-sensitive radiocarbon analysis system, proposed here, is central to new, multi-institution research into past fluctuations of Australia's climate, natural resources and ecosystems. Focussed on the 40,000 years of human presence, the research is an integrated approach to changes of earth systems in the Australian region.The equipment is a single-stage accelerator mass spectrometer (SSAMS) with an innovative gas-fed ion source and automated gas-handling system, with simpler processing and smaller samples than present AMS facilities. Future developments include automated multi-sample handling and coupling to microprobe and chromatographic analysers for microscale radiocarbon analysis of complex substances.Read moreRead less
Near Unsupervised Learning for Early Discovery of Novel Patterns: Methods, Scalability and Label Dependability. This project aims to predict the unknown class labels using the existing small number of class labels. The outcomes of the project have direct relevance to the economy, environment, energy and health sectors due to the abundance of data coming out of these areas. For example, if an oncogene, a gene that can cause cancer when mutated can be found using data with only few labels and a la ....Near Unsupervised Learning for Early Discovery of Novel Patterns: Methods, Scalability and Label Dependability. This project aims to predict the unknown class labels using the existing small number of class labels. The outcomes of the project have direct relevance to the economy, environment, energy and health sectors due to the abundance of data coming out of these areas. For example, if an oncogene, a gene that can cause cancer when mutated can be found using data with only few labels and a large amount of unlabelled data, the costs and time needed for lab experimentation can be greatly reduced enabling pharmaceutical companies to develop corresponding medicines quicker. It will not only save more lives but also generates millions of dollars of income.Read moreRead less