Automated Vector Extraction from Airborne Laser Scan Data. This project considers the problem of automatically extracting and vectorising the outlines of objects from Airborne Laser Scanning (ALS) data. The industry partner, AAM GeoScan, is a leading user of ALS systems in Australia, and has a need to develop automated solutions to this problem. ALS data is typically a dense cloud of 3D point data which represents the local terrain, as well as any trees, buildings or vehicles which may be in t ....Automated Vector Extraction from Airborne Laser Scan Data. This project considers the problem of automatically extracting and vectorising the outlines of objects from Airborne Laser Scanning (ALS) data. The industry partner, AAM GeoScan, is a leading user of ALS systems in Australia, and has a need to develop automated solutions to this problem. ALS data is typically a dense cloud of 3D point data which represents the local terrain, as well as any trees, buildings or vehicles which may be in the field of view. Spatial data is a very important resource, widely used in many types of urban and rural planning operations. Planning software packages require vectorised descriptions of building outlines and other spatial data, however this is not presently available from raw ALS data. The project will investigate this problem and develop new and effective means for producing it automatically from raw ALS data. Expected outcomes include a successful research masters studentship, the development of novel solutions to the problem which are directly applicable to the industry partner's core business, peer reviewed publications, and an strengthened link between the universities and the industry partner.Read moreRead less
Are nutrients the key driver in stimulating toxic algae in subtropical water reservoirs? This project aims to determine the key factors causing blooms of the toxic algae, Cylindrospermopsis raciborskii, which dominates many freshwater reservoirs throughout Queensland. Little is known of why blooms of this species occur. Without the development of this understanding and research capacity to tackle this issue in Queensland, the severity of the problem is likely to increase, putting ever-greater ....Are nutrients the key driver in stimulating toxic algae in subtropical water reservoirs? This project aims to determine the key factors causing blooms of the toxic algae, Cylindrospermopsis raciborskii, which dominates many freshwater reservoirs throughout Queensland. Little is known of why blooms of this species occur. Without the development of this understanding and research capacity to tackle this issue in Queensland, the severity of the problem is likely to increase, putting ever-greater pressure on drinking water supplies. The outcomes from this project would therefore be an increased capacity to predict blooms, and identification of management options for reducing the occurrence of blooms to ensure a cost-effective and safe water supply.Read moreRead less
Special Research Initiatives - Grant ID: SR0354630
Funder
Australian Research Council
Funding Amount
$20,000.00
Summary
Fluorescence Applications in Biotechnology and Life Sciences. The Network in Fluorescence applications in biotechnology and life sciences will coordinate a research program relating to applications of fluorescence whose proper resolution requires a high degree of interaction between biology, physics, chemistry, bioengineering and medicine. These would be applied to industrially relevant problems in areas such as public health, biotechnology, safety of foods, chemical biology and environmental mo ....Fluorescence Applications in Biotechnology and Life Sciences. The Network in Fluorescence applications in biotechnology and life sciences will coordinate a research program relating to applications of fluorescence whose proper resolution requires a high degree of interaction between biology, physics, chemistry, bioengineering and medicine. These would be applied to industrially relevant problems in areas such as public health, biotechnology, safety of foods, chemical biology and environmental monitoring. Approaches such as highly selective fluorescent labelling of targets using appropriate immunological and molecular techniques and purpose-engineered fluorochromes accompanied by the development of specialised instrumentation will capitalise on the multi-disciplinary research strengths in Australia and lead towards tangible industrial outcomes.
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ARC/NHMRC Research Network Fluorescence Applications in Biotechnology and Life Sciences. This Network will concentrate Australian research in new applications of fluorescence to biological systems to solve significant problems in health diagnostics, biotechnology and the environment. The scientific goals identified by the Network such as highly selective fluorescent labelling and purpose-engineered fluorochromes will be accompanied by the development of specialised instrumentation. These resear ....ARC/NHMRC Research Network Fluorescence Applications in Biotechnology and Life Sciences. This Network will concentrate Australian research in new applications of fluorescence to biological systems to solve significant problems in health diagnostics, biotechnology and the environment. The scientific goals identified by the Network such as highly selective fluorescent labelling and purpose-engineered fluorochromes will be accompanied by the development of specialised instrumentation. These research directions pursued by strong multi-disciplinary teams spanning biology, chemistry, physics, bioengineering and medicine will benefit from the support of the Network programs. Through its focus on academic - industry collaboration the Network will also facilitate development of basic scientific discoveries into commercial outcomes.Read moreRead less
Particle transport in turbulent non-Newtonian suspensions in self formed open channels. An improved understanding of the fundamentals of channel formation and the ability of channels to transport solids in either a natural or created environment will be of benefit to industries employing open channels (or flumes) or stacked tailings as part of their processes. This will lead to better design and operation with reduced water use and reduced volume of waste disposal. This research will build the ....Particle transport in turbulent non-Newtonian suspensions in self formed open channels. An improved understanding of the fundamentals of channel formation and the ability of channels to transport solids in either a natural or created environment will be of benefit to industries employing open channels (or flumes) or stacked tailings as part of their processes. This will lead to better design and operation with reduced water use and reduced volume of waste disposal. This research will build the scientific foundation for the design tools to more accurately predict the behaviour of tailings stacks. The mining industry will benefit from the improved management of their tailings disposal regimes, reduced water usage, lowered cost of disposal and reduced impact on the environment.Read moreRead less
Generation of Digital Elevation Models by Fusion of Image and Terrain Laser Scan Data. There are currently two separate approaches to obtaining digital elevation models of the terrain surface by remote sensing, image based methods using aerial or satellite images and scanner techniques by terrain laser scanners. Each method provides elevations with high accuracy, but both require significant input from an operator during processing. It is proposed to take advantage of the synegies of these two ....Generation of Digital Elevation Models by Fusion of Image and Terrain Laser Scan Data. There are currently two separate approaches to obtaining digital elevation models of the terrain surface by remote sensing, image based methods using aerial or satellite images and scanner techniques by terrain laser scanners. Each method provides elevations with high accuracy, but both require significant input from an operator during processing. It is proposed to take advantage of the synegies of these two forms of data by combining the processing into a single solution for elevation determination by data fusion. This approach will improve the quality and efficiency of elevation determination.Read moreRead less
What are the risks of viral infections in drinking water storages? South East Queensland's population growth is the fastest in Australia but our drinking water supplies will be fully allocated by 2020. Maintaining public health standards of the existing supplies is vital. Declines in water quality in these unprotected catchments will influence viral infection but we don't know how. Toxin producing algae (cyanobacteria) also bloom and we don't know why. We have an innovative approach to determine ....What are the risks of viral infections in drinking water storages? South East Queensland's population growth is the fastest in Australia but our drinking water supplies will be fully allocated by 2020. Maintaining public health standards of the existing supplies is vital. Declines in water quality in these unprotected catchments will influence viral infection but we don't know how. Toxin producing algae (cyanobacteria) also bloom and we don't know why. We have an innovative approach to determine how changing water quality influences viral infection of toxic cyanobacteria and the potential of human viral pathogens (disease causing) to infect. This new knowledge will improve SEQWater's ability to manage public and ecosystem health risks in drinking water storages.Read moreRead less
Simulation Technology for Modelling Extreme Bushfire Behaviour. Extreme fires cause immeasurable damage to communities through destruction of homes and damage to infrastructure. Large, highly intense fires reduce biodiversity, take decades for recovery, increase greenhouse gas emissions and reduce carbon storage capacity. Climate change is likely to increase the frequency of extreme fire weather increasing the need for reliable fire spread prediction under extreme conditions and to reduce impa ....Simulation Technology for Modelling Extreme Bushfire Behaviour. Extreme fires cause immeasurable damage to communities through destruction of homes and damage to infrastructure. Large, highly intense fires reduce biodiversity, take decades for recovery, increase greenhouse gas emissions and reduce carbon storage capacity. Climate change is likely to increase the frequency of extreme fire weather increasing the need for reliable fire spread prediction under extreme conditions and to reduce impact by preparedness and suppression. Incorporating an evidence-based fire spread model into a fire location forecasting system will give fire agencies early warning of potentially disastrous fires, enable early response to prevent fires and mitigate the consequence to life, property and the environment. Read moreRead less
Algorithms for change detection based on finite sample system identification theory. Detection of abrupt changes has many important applications. One particular application that will be investigated is leak detection in irrigation channels. As agriculture accounts for about 80% of Australia's water usage, the timely detection of leaks means that corrective actions can be taken early which will lead to large water savings and significant environmental benefits. The developed methods can be design ....Algorithms for change detection based on finite sample system identification theory. Detection of abrupt changes has many important applications. One particular application that will be investigated is leak detection in irrigation channels. As agriculture accounts for about 80% of Australia's water usage, the timely detection of leaks means that corrective actions can be taken early which will lead to large water savings and significant environmental benefits. The developed methods can be designed with any false alarm rate. This is important since frequent false alarms lead to wasted resources and operators will stop using the system. The technology once developed can be transferred to many other application areas such as urban water supplies, pipelines for oil and gas, and the process and manufacturing industries.Read moreRead less
A new perturbation method for solving singular operator equations with applications to complex systems. This project will develop new methods for analysis of web-based search routines such as Google PageRank, a new algorithm for optimal estimation of random signals, more accurate error analysis in the approximate solution of singular systems of equations and enhanced understanding of models for the simulated management of urban stormwater. The project will involve collaboration between two Aus ....A new perturbation method for solving singular operator equations with applications to complex systems. This project will develop new methods for analysis of web-based search routines such as Google PageRank, a new algorithm for optimal estimation of random signals, more accurate error analysis in the approximate solution of singular systems of equations and enhanced understanding of models for the simulated management of urban stormwater. The project will involve collaboration between two Australian universities and a leading European Research Institute. It will provide employment and vital training for two postdoctoral Research fellows and research projects for three postgraduate students and two honours students.Read moreRead less