Improved tools for comprehensive monitoring of water-clarity and light availability in coral reef ecosystems. The Great Barrier Reef is a World Heritage Area, home to over 1 million species and provides Australia with $6 billion in annual revenue. The capacity to monitor Australia’s natural resources and changes in condition are integral components of a sustainably and adaptively managed resource. By providing key synoptic tools to comprehensively monitor water quality and ecosystem status, the ....Improved tools for comprehensive monitoring of water-clarity and light availability in coral reef ecosystems. The Great Barrier Reef is a World Heritage Area, home to over 1 million species and provides Australia with $6 billion in annual revenue. The capacity to monitor Australia’s natural resources and changes in condition are integral components of a sustainably and adaptively managed resource. By providing key synoptic tools to comprehensively monitor water quality and ecosystem status, the project will contribute directly to an Environmentally Sustainable Australia and improve national capacity for responding to climate change and variability in coral reef environments. It will enable Australian remote sensing scientists to contribute knowledge and tools to the international community for application to coral reef and coastal waters globally. Read moreRead less
Characterizing the hydrological cycle using water isotopes, land-surface models and satellite observations. Water is our most precious natural resource. In Australia, it is also our most precarious. The hydrological cycle describes the movement of water between the ocean, atmosphere and land. Understanding the effect and impact that a changing climate might have on the hydrological cycle is critical to securing Australia's water resources. To address these challenges, we must improve our basic u ....Characterizing the hydrological cycle using water isotopes, land-surface models and satellite observations. Water is our most precious natural resource. In Australia, it is also our most precarious. The hydrological cycle describes the movement of water between the ocean, atmosphere and land. Understanding the effect and impact that a changing climate might have on the hydrological cycle is critical to securing Australia's water resources. To address these challenges, we must improve our basic understanding of the water exchange processes within the Earth system. Our project will exploit new technology in ground and space based observation, combined with advanced modeling and measurement capabilities, to develop an improved understanding and characterization of Australian hydrological cycles and aid in assessing climate change related impacts. Read moreRead less
Active-passive microwave soil moisture remote sensing: Towards sustainable land and water management from space. Soil moisture is a highly critical resource for the Australian agricultural economy which is stressed by climate change. Daily monitoring of paddock scale soil moisture from space represents a powerful tool to inform land management, allowing accurate crop yield and pasture growth predictions. At the continental scale, soil moisture information will result in better weather, climate a ....Active-passive microwave soil moisture remote sensing: Towards sustainable land and water management from space. Soil moisture is a highly critical resource for the Australian agricultural economy which is stressed by climate change. Daily monitoring of paddock scale soil moisture from space represents a powerful tool to inform land management, allowing accurate crop yield and pasture growth predictions. At the continental scale, soil moisture information will result in better weather, climate and extreme flood prediction skill and the ability to assess the effects of future climate change on Australia. It is therefore imperative that active-passive soil moisture retrieval algorithms be developed specifically for the Australian environment in order to take full advantage of the SMAP remote sensing mission when it is launched in 2012.Read moreRead less
High resolution mapping of surface and root zone soil moisture. Knowledge of the spatial and temporal variation of surface and root zone soil moisture content at high spatial resolution is critical to achieving more efficient water utilisation practices in agriculture. Australia's main river basins are under mounting pressure to satisfy a wide range of competing economic, social and environmental needs for water, particularly in terms of environmental flows and efficient irrigation. A better u ....High resolution mapping of surface and root zone soil moisture. Knowledge of the spatial and temporal variation of surface and root zone soil moisture content at high spatial resolution is critical to achieving more efficient water utilisation practices in agriculture. Australia's main river basins are under mounting pressure to satisfy a wide range of competing economic, social and environmental needs for water, particularly in terms of environmental flows and efficient irrigation. A better understanding of the soil moisture distribution at sub-farm scales will allow farmers to better utilise both the moisture in their soil and their limited allocation for irrigation. This will help alleviate soil moisture related problems in some of the nation's key catchments, such as the Murray Darling Basin.Read moreRead less
Development of Environmental Health Indicators in the Context of Sustainable Development. Protecting and promoting community well-being and population health is an essential aspect of sustainable development (SD). It is critical, therefore, to develop rigorous environmental health indicators (EHIs) to provide solid bases for the planning of SD and environmental management decision-making. However, a framework for the development of EHIs has not been attempted. This research aims to increase fun ....Development of Environmental Health Indicators in the Context of Sustainable Development. Protecting and promoting community well-being and population health is an essential aspect of sustainable development (SD). It is critical, therefore, to develop rigorous environmental health indicators (EHIs) to provide solid bases for the planning of SD and environmental management decision-making. However, a framework for the development of EHIs has not been attempted. This research aims to increase fundamental knowledge on the relationship between EHIs and SD, to identify a core and extended set of EHIs, and to assess implications of EHIs in the planning of SD and environmental management. A framework for identification and application of EHIs will be developed.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
Treating wastewater for potable reuse: removal of chemicals of concern using advanced oxidation processes. The project promotes Australia as a leader in water reuse technology and is of benefit to reuse schemes globally. Several major reuse schemes are planned for Australia and it is well recognised that robust science is needed for public confidence. Community perception is a serious barrier to potable reuse and the results from this project will provide essential and independent information fo ....Treating wastewater for potable reuse: removal of chemicals of concern using advanced oxidation processes. The project promotes Australia as a leader in water reuse technology and is of benefit to reuse schemes globally. Several major reuse schemes are planned for Australia and it is well recognised that robust science is needed for public confidence. Community perception is a serious barrier to potable reuse and the results from this project will provide essential and independent information for informed decision making. The oxidation processes proposed will improve the quality of both recycled water and waste brine, providing environmental and economic benefit. This is particularly significant for regional Australia, where there is substantial demand for both water reuse and cost-effective waste disposal in the absence of ocean discharge.Read moreRead less
Quantification of current and future traffic emissions of greenhouse gases and particulate matter for application in transport and urban planning. The socio-economic benefits from the project include (i) novel transport emissions model, enabling assessment of the impact of transport proposals, applied in one of the most rapidly developing urban regions of Australia, SEQ; (ii) a matrix of particles, CO2, N2O and CH4 emission factors for vehicles operating in Australia, an essential input paramete ....Quantification of current and future traffic emissions of greenhouse gases and particulate matter for application in transport and urban planning. The socio-economic benefits from the project include (i) novel transport emissions model, enabling assessment of the impact of transport proposals, applied in one of the most rapidly developing urban regions of Australia, SEQ; (ii) a matrix of particles, CO2, N2O and CH4 emission factors for vehicles operating in Australia, an essential input parameter in vehicle emission inventories. The ultimate economic benefit of this research will be a reduction in transport related air pollution and greenhouse emissions, thus increasing the health and well-being of Australians, reducing health care costs and placing Australia in the forefront of international progress in the race toward better methods for achieving environmental sustainability.Read moreRead less
Learning the complexity of scientific knowledge about climate change with computer modelling and visualization technologies. This project provides benefits to the national priorities of a environmentally sustainable Australia; and frontier technologies for building and transforming Australian industries. The project helpins students in Australia more deeply understand the sciences that underlie environmental sustainability. Learning with modelling and visualization technologies will help student ....Learning the complexity of scientific knowledge about climate change with computer modelling and visualization technologies. This project provides benefits to the national priorities of a environmentally sustainable Australia; and frontier technologies for building and transforming Australian industries. The project helpins students in Australia more deeply understand the sciences that underlie environmental sustainability. Learning with modelling and visualization technologies will help students learn important scientific knowledge and prepare them for the use of frontier technologies that are becoming infused into the practices of scientists and professionals in many fields. This project also directly contributes to the national Digital Education Revolution initiative.Read moreRead less
Managing Ecosystem Change in the Greater Blue Mountains World Heritage Area. Protected areas are the primary mechanism for conserving Australia's unique biodiversity. Of added significance are areas of biodiversity recognised as World Heritage Areas, such as the GBMWA. Climate, pest species and altered fire regimes potentially diminish their ecological values but some of these anthropogenic threats can be managed. Effective management depends on spatially-explicit understanding that allows prior ....Managing Ecosystem Change in the Greater Blue Mountains World Heritage Area. Protected areas are the primary mechanism for conserving Australia's unique biodiversity. Of added significance are areas of biodiversity recognised as World Heritage Areas, such as the GBMWA. Climate, pest species and altered fire regimes potentially diminish their ecological values but some of these anthropogenic threats can be managed. Effective management depends on spatially-explicit understanding that allows priorities to be set and management objectives identified and tested. This research will develop a model for determining management priorities for large protected areas, meeting State, National and International obligations. Significant conservation benefits will accrue along with social, economic and human well-being benefits.Read moreRead less