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
'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
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
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100181
Funder
Australian Research Council
Funding Amount
$183,413.00
Summary
Fieldwork or remote sensing? The blurred line of unmanned airborne systems. Fieldwork or remote sensing? The blurred line of unmanned airborne systems: The aim of the project is to develop a state-of-the-art Unmanned Airborne System (UAS) capability in support of field data acquisition. The system will provide highly detailed calibrated imagery of difficult or inaccessible survey sites and bridge the scale gap between in situ observations and imagery acquired by higher altitude airborne or satel ....Fieldwork or remote sensing? The blurred line of unmanned airborne systems. Fieldwork or remote sensing? The blurred line of unmanned airborne systems: The aim of the project is to develop a state-of-the-art Unmanned Airborne System (UAS) capability in support of field data acquisition. The system will provide highly detailed calibrated imagery of difficult or inaccessible survey sites and bridge the scale gap between in situ observations and imagery acquired by higher altitude airborne or satellite sensors. The UAS will have a diverse range of applications, including environmental monitoring, disaster management and recording sites of indigenous cultural significance. In addition, the system will be more flexible and cost effective than any other field or remote sensing tool.Read moreRead less
RISER: resilient information systems for emergency response. This project will help to provide emergency managers, responders, and the general public in Australia with access to more timely and relevant information during an emergency. The project will improve the resilience of emergency information systems to the unplanned component failures and uncertain data sources that arise during a disaster.
Nitrous oxide and methane emissions from South East Queensland waterways and influence of wastewater discharges. Climate change caused by greenhouse gas emissions is one of the most serious challenges facing mankind. Substantial emission reduction must be achieved, with responsibilities to be shared by all sectors. Rivers, estuaries and water storages contribute considerably to global nitrous oxide and methane emissions, much of which is anthropogenic contributed by urban and agricultural run-of ....Nitrous oxide and methane emissions from South East Queensland waterways and influence of wastewater discharges. Climate change caused by greenhouse gas emissions is one of the most serious challenges facing mankind. Substantial emission reduction must be achieved, with responsibilities to be shared by all sectors. Rivers, estuaries and water storages contribute considerably to global nitrous oxide and methane emissions, much of which is anthropogenic contributed by urban and agricultural run-off and wastewater discharges. Through an in-depth study on several rivers, estuaries and reservoirs in South East Queensland, this project will provide data to enable reliable estimation of such emissions in Australia, and deliver knowledge and tool support for the development of strategic catchment management strategies.Read moreRead less
MINIMAL RESIDUAL DISEASE IN ACUTE LYMPHOBLASTIC LEUKAEMIA
Funder
National Health and Medical Research Council
Funding Amount
$455,204.00
Summary
This project will study the extremely small numbers of leukaemic cells which are found in patients who are apparently healthy, but which sometimes lead to relapse. Very sensitive methods for measuring and studying low levels of leukaemic cells will be developed and used. To develop new better treatments in the long term, we will study why current treatment sometimes fails to eradicate the leukaemia, leading to patients relapsing. Clinicians currently need to obtain samples of bone marrow to asse ....This project will study the extremely small numbers of leukaemic cells which are found in patients who are apparently healthy, but which sometimes lead to relapse. Very sensitive methods for measuring and studying low levels of leukaemic cells will be developed and used. To develop new better treatments in the long term, we will study why current treatment sometimes fails to eradicate the leukaemia, leading to patients relapsing. Clinicians currently need to obtain samples of bone marrow to assess leukaemia, and the research will show whether this needs to be continued, or whether, with sensitive tests, samples of blood can be used instead. The study will involve collaboration with clinicians throughout Australia and overseas.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130101046
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Ecotoxicology-on-a-chip: towards smart devices in environmental biomonitoring. High-throughput water quality monitoring is of great importance to the wellbeing of Australian society. The project will address this issue by developing new economical miniaturised biocybernetic instrumentation, designed for use by non-specialists and thus applicable for governmental, industrial and community projects.