The Impact Of The Environment And Pollution On Cognitive Health (EPOCH): Building The Knowledge Base Through International Collaboration
Funder
National Health and Medical Research Council
Funding Amount
$681,240.00
Summary
Neighbourhood environments can impact on the health of their residents. However, not much is known about their effects on cognitive decline in late life. This project will link environmental data to existing studies on ageing to examine how the neighbourhood built environment (e.g., access to services), natural environment, air pollution and noise may impact on cognitive decline and the risk of dementia in older adults and whether these effects differ in the United Kingdom and Australia.
Developing Automated Data Cleansing And Validation Processes For Fisheries Catch And Effort Data
Funder
Fisheries Research and Development Corporation
Funding Amount
$397,750.00
Summary
During a recent national Fisheries Statistics Working Group meeting, data managers from all Australian states highlighted and discussed the likely high prevalence of inaccurate or fraudulent data supplied by fishers and accrued through data-entry errors. Current data quality control measures in each jurisdiction are largely heterogeneous, undocumented and often rely on manual checks by clerks or analysts that are labour intensive and costly and not routinely executed. Because many of these check ....During a recent national Fisheries Statistics Working Group meeting, data managers from all Australian states highlighted and discussed the likely high prevalence of inaccurate or fraudulent data supplied by fishers and accrued through data-entry errors. Current data quality control measures in each jurisdiction are largely heterogeneous, undocumented and often rely on manual checks by clerks or analysts that are labour intensive and costly and not routinely executed. Because many of these checks occur during manual data entry of paper-based records, these are likely to become obsolete as reliance on electronic reporting increases, with data entered directly by fishers through online portals or mobile applications.
There is a need to develop automated data cleansing and diagnostic procedures that can be applied post-hoc or retrospectively to large fisheries databases to detect and flag errors and outliers and provide subsets of reliable catch and effort data for stock assessments and other analyses. This project will contribute towards addressing these issues, by developing automated processes to routinely assess newly entered fisheries catch and effort data for errors, retrospectively quantify error rates in existing data and assess their likely influence on the outputs of stock assessment analyses. The outcomes will help improve the quality and accuracy of catch and effort data used in routine stock assessments, and in turn lead to more sustainable management of wild capture fisheries resources.
Objectives: 1. Review existing data quality control and cleansing processes applied to fisheries catch and effort databases in all state and commonwealth jurisdictions. 2. Develop a suite of generic algorithmic and statistical approaches to detect and flag different error types (e.g., anomalous, missing and outlying values) in fisheries catch and effort relational databases. 3. Trial the above approaches with several case-study fisheries datasets to assess the performance of different data cleansing approaches, quantify error rates and types and assess the sensitivity of catch and effort statistics to these errors and outliers. 4. On the basis of the above findings, recommend a standard national approach for data cleansing and validation of fisheries catch and effort data. 5. Customise and integrate the generic approaches into NSW fisheries database systems to implement automated data cleansing processes. 6. Extend the results of the project to fishers and industry representatives to encourage greater accuracy in fisheries catch and effort data reporting. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100652
Funder
Australian Research Council
Funding Amount
$407,500.00
Summary
Toward data justice in Australian schools. This project will investigate the challenges raised by digital data for Australian schools. The use of digital technologies in schools has led to systematic data collection, which reconfigures schooling processes and interpersonal relationships and presents new risks to staff and students. Although there are laws in place to protect students' rights, there are hidden consequences to using digital technologies. This research project investigates how data ....Toward data justice in Australian schools. This project will investigate the challenges raised by digital data for Australian schools. The use of digital technologies in schools has led to systematic data collection, which reconfigures schooling processes and interpersonal relationships and presents new risks to staff and students. Although there are laws in place to protect students' rights, there are hidden consequences to using digital technologies. This research project investigates how data collection, use and disclosure is experienced and understood in schools. It will identify the role played by intermediaries, such as tech brokers, educational authorities and professional networks. Benefits include policy recommendations, protocols and guidelines for data justice in schools.Read moreRead less
New Generation of High-Performance Radio Frequency Devices . The strong demand for faster internet speed pushes high-speed technology to evolve faster. Designing and developing devices are now facing changes that are far more complex. We aim to tackle them, proposing to develop phase-change materials-based electronic systems. The outcomes will be reconfigurable devices with unprecedentedly increased operational frequency, reduced critical system-level metrics, and elimination of control circuits ....New Generation of High-Performance Radio Frequency Devices . The strong demand for faster internet speed pushes high-speed technology to evolve faster. Designing and developing devices are now facing changes that are far more complex. We aim to tackle them, proposing to develop phase-change materials-based electronic systems. The outcomes will be reconfigurable devices with unprecedentedly increased operational frequency, reduced critical system-level metrics, and elimination of control circuits. The successful results will address the Science and Research Priority of Modern Manufacturing and bring substantial socio-economic benefits to Australia by executing advancements of new technologies for modern wireless communications, leading to new high-tech opportunities, jobs, and economic growth.Read moreRead less
Nettles & toxic toupees: the molecular weaponry of venomous caterpillars. This project aims to investigate the structure, function and evolution of peptide toxins in venoms made by caterpillars in superfamily Zygaenoidea. Caterpillars in this group are covered in spines that inject pain-causing venoms, and this protects them from vertebrate and invertebrate predators. This project will test if peptides in this venom cause pain by pharmacological modulation of mammalian ion channels and signallin ....Nettles & toxic toupees: the molecular weaponry of venomous caterpillars. This project aims to investigate the structure, function and evolution of peptide toxins in venoms made by caterpillars in superfamily Zygaenoidea. Caterpillars in this group are covered in spines that inject pain-causing venoms, and this protects them from vertebrate and invertebrate predators. This project will test if peptides in this venom cause pain by pharmacological modulation of mammalian ion channels and signalling receptors, and if they have insecticidal properties. The first three-dimensional structures of caterpillar venom peptides will also be solved. Genomes of representatives of two different zygaenoid families will be produced, and genomic techniques will be used to elucidate how venom use evolved at the molecular level.Read moreRead less
Thioamide ligations: new technologies for peptide and protein synthesis. This project aims to develop novel amide-bond forming reactions for the chemical synthesis of peptides and proteins. New peptide ligation strategies, including an asparagine-based ligation and a residue-independent ligation will be developed that exploit the recent discovery of silver-promoted coupling reactions of thioamides. A novel late-stage, chemo-selective assembly of N-glycosylated asparagine residues in peptides and ....Thioamide ligations: new technologies for peptide and protein synthesis. This project aims to develop novel amide-bond forming reactions for the chemical synthesis of peptides and proteins. New peptide ligation strategies, including an asparagine-based ligation and a residue-independent ligation will be developed that exploit the recent discovery of silver-promoted coupling reactions of thioamides. A novel late-stage, chemo-selective assembly of N-glycosylated asparagine residues in peptides and proteins will also be developed. The outcomes of this research will lead to breakthroughs in synthetic methodologies for the assembly and functionalisation of peptides and proteins, thereby enabling access to a range of homogeneous, post translationally modified proteins though total chemical synthesis. These research outcomes will expand Australia's research capability and global competitiveness in the field of biotechnology, delivering significant benefits to the third largest manufacturing sector in Australia.Read moreRead less
Single-session Introduction of Mutations in Parallel Lines (SIMPL). This project aims to develop a novel method for markedly accelerating production of genetically modified mice, which are a key 'tool' for studying biological processes and diseases. The work plans to take CRISPR, the latest gene-editing technique, to the next level by developing a novel CRISPR-based method to generate different mouse strains with distinct variations of the same gene sequences, at a fraction of the present cost a ....Single-session Introduction of Mutations in Parallel Lines (SIMPL). This project aims to develop a novel method for markedly accelerating production of genetically modified mice, which are a key 'tool' for studying biological processes and diseases. The work plans to take CRISPR, the latest gene-editing technique, to the next level by developing a novel CRISPR-based method to generate different mouse strains with distinct variations of the same gene sequences, at a fraction of the present cost and time. This project should overcome a major barrier to studying gene function with unprecedented detail, thereby opening new avenues for future research into biological processes. Thus, the outcomes from this project should impact on the entire field of biomedical research, and advance Australia's biotech industry.Read moreRead less
A new class of sodium channel toxin from ant venoms . Ants are diverse and ubiquitous and the ability of certain species to sting is familiar to many of us. Yet we know remarkably little about the chemistry underlying these stings. We recently discovered that the venoms of ants, including common Australian species, harbour a novel and unique class of sodium channel toxins. Building on this discovery, the aim of this project will be to perform an in-depth characterisation of the effects of these ....A new class of sodium channel toxin from ant venoms . Ants are diverse and ubiquitous and the ability of certain species to sting is familiar to many of us. Yet we know remarkably little about the chemistry underlying these stings. We recently discovered that the venoms of ants, including common Australian species, harbour a novel and unique class of sodium channel toxins. Building on this discovery, the aim of this project will be to perform an in-depth characterisation of the effects of these toxins on sodium channels and to uncover the diversity and breadth of this toxin class in ant venoms. The outcome of this project will be novel insights into the chemistry of ant venoms and new insights into sodium channel function.Read moreRead less