Early Career Industry Fellowships - Grant ID: IE230100441
Funder
Australian Research Council
Funding Amount
$474,443.00
Summary
Sounds of change: using ecological knowledge to advance acoustic monitoring. To recover biodiversity, conservation actions must be informed by robust ecological data. In partnership with Bush Heritage Australia, this project aims to transform ecological monitoring with eco-acoustic technologies by developing new acoustic metrics to measure biodiversity at various levels, from individual species through to whole communities. This project will combine advanced computer methods with theories of ani ....Sounds of change: using ecological knowledge to advance acoustic monitoring. To recover biodiversity, conservation actions must be informed by robust ecological data. In partnership with Bush Heritage Australia, this project aims to transform ecological monitoring with eco-acoustic technologies by developing new acoustic metrics to measure biodiversity at various levels, from individual species through to whole communities. This project will combine advanced computer methods with theories of animal sounds and communities to generate metrics that are informed by animal ecology and directly address monitoring needs of conservation organisations. By experimentally testing the metrics on long-duration real-world sound data, this project will provide new tools to measure conservation impact and prioritise actions.Read moreRead less
Advancing vegetation classification and mapping to meet conservation needs. The project aims to develop advanced statistical and modelling techniques to classify and map vegetation over very large areas, using the most extensive and detailed vegetation data set in Australia and new methods to evaluate these classifications. Such classifications and maps provide the data needed to make biodiversity conservation decisions, yet current operational methods are limited over very large areas, and cann ....Advancing vegetation classification and mapping to meet conservation needs. The project aims to develop advanced statistical and modelling techniques to classify and map vegetation over very large areas, using the most extensive and detailed vegetation data set in Australia and new methods to evaluate these classifications. Such classifications and maps provide the data needed to make biodiversity conservation decisions, yet current operational methods are limited over very large areas, and cannot deal with varied sources of uncertainty. Expected outcomes and benefits include a fine-scale vegetation classification and map for almost a million square kilometres, and associated analytical tools and guidelines for large-scale vegetation classification and global mapping.Read moreRead less
A novel and theoretically consistent method for correcting systematic errors in earth observation data and earth system model results. For a correct interpretation of satellite-based earth observation data and/or Earth system model results, it is very important that these data are free of systematic errors, commonly referred to as bias. It is well known that both these data sources are prone to a significant bias, which is currently neglected in many environmental impact and prediction studies. ....A novel and theoretically consistent method for correcting systematic errors in earth observation data and earth system model results. For a correct interpretation of satellite-based earth observation data and/or Earth system model results, it is very important that these data are free of systematic errors, commonly referred to as bias. It is well known that both these data sources are prone to a significant bias, which is currently neglected in many environmental impact and prediction studies. This project will present a method to develop models for these biases. A state update technique, the Ensemble Kalman Filter, will be adapted to correctly take into account bias in the merging of the two data sources. The project outcomes will be of high importance for long-term environmental studies, since these strongly rely on physically-based models and remote sensing data.Read moreRead less
Smart passive sampling of heavy metals in aquatic systems. Smart passive sampling of heavy metals in aquatic systems. This project aims to construct smart devices with extracting polymeric membranes for advanced passive sampling of heavy metal ions. These devices should improve the passive sampling of pollutants such as heavy metals by overcoming the effect of the variability of water temperature, composition and velocity during sampling, which substantially reduces the reliability of analytical ....Smart passive sampling of heavy metals in aquatic systems. Smart passive sampling of heavy metals in aquatic systems. This project aims to construct smart devices with extracting polymeric membranes for advanced passive sampling of heavy metal ions. These devices should improve the passive sampling of pollutants such as heavy metals by overcoming the effect of the variability of water temperature, composition and velocity during sampling, which substantially reduces the reliability of analytical data. These devices are expected to reliably identify sources of heavy metal pollution in urban municipal wastewaters and stormwaters without the need for labour intensive monitoring operations, thus saving considerable time and expense to the Australian water industry.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100137
Funder
Australian Research Council
Funding Amount
$881,758.00
Summary
Australian Environmental Specimen Bank: advancing specimen bank capability. The aim of this LIEF is to advance Australia’s specimen banking capabilities through a new, enhanced national facility, the Australian Environmental Specimen Bank (AESB). The AESB would be founded on a unique current archive of human and environmental samples established by the partners to the LIEF. Importantly, the AESB would be managed as a nationally available (to all public sector researchers), operationally self-fun ....Australian Environmental Specimen Bank: advancing specimen bank capability. The aim of this LIEF is to advance Australia’s specimen banking capabilities through a new, enhanced national facility, the Australian Environmental Specimen Bank (AESB). The AESB would be founded on a unique current archive of human and environmental samples established by the partners to the LIEF. Importantly, the AESB would be managed as a nationally available (to all public sector researchers), operationally self-funded resource for integrated exposure research into the future. The archive is expected to support longitudinal and cross-sectional studies to assess trends in exposure to chemical and biological hazards in the Australian population, identify emerging hazards, and provide a scientific basis for policy and regulatory actions.Read moreRead less
'Streamlining search and destroy': development of a robust prioritisation framework for weed eradication using Hawkweed species. Introduced species are one of the greatest threats to our biodiversity and agriculture, as evidenced by the ARC’s National Research Priority: Safeguarding Australia. This project will advance Australia’s ability to protect itself from invaders by developing tools that guide cost-effective detection and response. Our project will have a direct effect on the planning a ....'Streamlining search and destroy': development of a robust prioritisation framework for weed eradication using Hawkweed species. Introduced species are one of the greatest threats to our biodiversity and agriculture, as evidenced by the ARC’s National Research Priority: Safeguarding Australia. This project will advance Australia’s ability to protect itself from invaders by developing tools that guide cost-effective detection and response. Our project will have a direct effect on the planning and management of Hawkweed control in Victoria and New South Wales. The framework delivered will have direct application to numerous other weeds (and relevance to other pests and diseases) within and beyond Australia. Read moreRead less
Improved monitoring of aquatic pollutants in national water resources. Clean water is predicted to become the world’s most valuable asset during this century, necessitating the improved monitoring of Australia’s limited water resources. Using a new and integrated monitoring approach, this project expects to develop and implement novel passive sampling technologies to monitor a range of water pollutants, specifically toxic ionised organic chemicals of emerging concern. The outcomes of this projec ....Improved monitoring of aquatic pollutants in national water resources. Clean water is predicted to become the world’s most valuable asset during this century, necessitating the improved monitoring of Australia’s limited water resources. Using a new and integrated monitoring approach, this project expects to develop and implement novel passive sampling technologies to monitor a range of water pollutants, specifically toxic ionised organic chemicals of emerging concern. The outcomes of this project will create cost-effective tools to advance the detection of emerging chemicals in drinking, ground, surface and waste waters. The technology will benefit millions of Australians by safeguarding essential water resources.Read moreRead less
The Centre for Research Excellence in Nursing Interventions for Hospitalised Patients will provide evidence to improve the nursing care of a broad range of hospitalised patients who are at risk of complications related to compromised skin integrity and poor pain/anxiety management. Systematic reviews and clinical trials will provide the basis for developing clinical practice guidelines to assist nurses in providing high quality care to the 3.5 million Australians admitted to hospital each year.
Coupling biophotonic modalities with machine based recognition systems for disease diagnosis. This project will develop new ways to diagnose canine cancer, malaria and atherosclerosis using infrared-based technology and sophisticated pattern recognition techniques in the hope to discover infrared biomarkers that will lead to early diagnosis of the disease and ultimately save lives.
Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, ....Establishing advanced networks for air quality sensing and analyses. Establishing advanced networks for air quality sensing and analyses. This project aims to develop innovative, cost-effective, high resolution air quality networks. Recent developments in sensor technologies improve the ability to harvest atmospheric data. This project will develop, validate and implement methods for high sensitivity atmospheric sensing and apply cutting-edge statistical and analytic techniques to the data sets, unprecedented in scope and resolution. Outcomes include an open access database to quantify and visualise intra-urban air pollution and human exposure and develop air quality maps and smoke pollution management tools. It is expected to advance the evidence-based management of air as a resource, increasing economic prosperity and enhancing human health and quality of life.Read moreRead less