Coral Reefs - Innovative Satellite Image Mapping Techniques. Two primary outcomes are expected from this project, the first is aimed at solving a fundamental challenge to understanding and managing coral reefs in Australia and worldwide. The optimal reef mapping method(s) will enable coral reef monitoring and management programs in Australia and internationally to make full use of satellite and airborne image data sets. Secondly, the project will significantly advance the capabilities of remote ....Coral Reefs - Innovative Satellite Image Mapping Techniques. Two primary outcomes are expected from this project, the first is aimed at solving a fundamental challenge to understanding and managing coral reefs in Australia and worldwide. The optimal reef mapping method(s) will enable coral reef monitoring and management programs in Australia and internationally to make full use of satellite and airborne image data sets. Secondly, the project will significantly advance the capabilities of remote sensing applications in coral reefs, by providing a unique international test of current state of the art algorithms.In combination, these outcomes will enable Australia to continue to play a role as the world's leading developer and provider of solutions for coral reef monitoring and management.Read moreRead less
Averting Disaster: New Ways to Assess Bushfire Risk and Building Integrity. This project aims to develop a new method of assessing bushfire risk and building integrity using drone-based advanced technologies and computational fluid dynamics based heat transfer modelling for buildings located in bushfire prone areas. This coupled approach will enable the evaluation of bushfire effects on buildings and provide pre-bushfire condition/risk assessments, and site-specific cost-effective remedial actio ....Averting Disaster: New Ways to Assess Bushfire Risk and Building Integrity. This project aims to develop a new method of assessing bushfire risk and building integrity using drone-based advanced technologies and computational fluid dynamics based heat transfer modelling for buildings located in bushfire prone areas. This coupled approach will enable the evaluation of bushfire effects on buildings and provide pre-bushfire condition/risk assessments, and site-specific cost-effective remedial actions to reduce or eliminate bushfire damage and mitigate the risks pre-bushfire season. The new method will be applied to three selected buildings through which further enhancements and validations can be achieved. This project will showcase how the selected buildings and their components can be made bushfire safe.Read moreRead less
Ultrahigh-resolution remote sensing for assessing biodiversity hotspots. Robust indicators are central to the complex problem of conserving vegetation biodiversity. The project aims to address this by developing advanced techniques for interpreting data from ultrahigh-resolution remote sensing of essential indicators in Australian biodiversity hotspots. The expected benefit is to significantly advance international efforts in the large-scale validation of biodiversity indicators mapped from sate ....Ultrahigh-resolution remote sensing for assessing biodiversity hotspots. Robust indicators are central to the complex problem of conserving vegetation biodiversity. The project aims to address this by developing advanced techniques for interpreting data from ultrahigh-resolution remote sensing of essential indicators in Australian biodiversity hotspots. The expected benefit is to significantly advance international efforts in the large-scale validation of biodiversity indicators mapped from satellites.Read moreRead less
Satellite tracking of health threats from grass pollen exposure. This project aims to discover why pollen exposure has increased since the 1960s. Grass pollens are the main environmental allergen source in Australia and the primary cause of allergic diseases. This project will investigate the ecological causes of changing pollen allergen exposures through integrating 40 years of satellite data, field phenology cameras, and pollen traps that track grass pollen sources, their evolution and impact ....Satellite tracking of health threats from grass pollen exposure. This project aims to discover why pollen exposure has increased since the 1960s. Grass pollens are the main environmental allergen source in Australia and the primary cause of allergic diseases. This project will investigate the ecological causes of changing pollen allergen exposures through integrating 40 years of satellite data, field phenology cameras, and pollen traps that track grass pollen sources, their evolution and impact areas. The outcomes are expected to advance knowledge of environmental drivers and enable more accurate pollen forecasts that alleviate the medical and socioeconomic burden of allergic diseases, estimated to cost 30 billion dollars.Read moreRead less
Beyond discrete landscape metrics: spatial analysis tools and surface textural measures for quantifying gradients in landscape structure. The project will make an important contribution to an Environmental Sustainable Australia, especially the sustainable use and management of Australia's biodiversity. The focus is Australia's biodiversity hotspots in northern Australia, where fauna species are threatened as a result of habitat modification and biological invasions. The landscape analysis tools ....Beyond discrete landscape metrics: spatial analysis tools and surface textural measures for quantifying gradients in landscape structure. The project will make an important contribution to an Environmental Sustainable Australia, especially the sustainable use and management of Australia's biodiversity. The focus is Australia's biodiversity hotspots in northern Australia, where fauna species are threatened as a result of habitat modification and biological invasions. The landscape analysis tools and supporting knowledge will allow for more effective landscape-level conservation strategies to be developed in northern regions by assisting researchers and managers to answer key questions about how to manage the structure of native vegetation for the long-term conservation of fauna populations. The project will also deliver benefits for conserving marine biodiversity. Read moreRead less
Climate impacts on grass phenology, diversity and pollen exposure. This project investigates how climate change is altering the phenology, plant diversity, and airborne pollen exposure in Australia's highly productive dry grasslands. The project is expected to answer key questions on shifting grasslands and grass pollen relationships with grass phenology and diversity by merging satellite analysis of phenology with seasonal airborne pollen measures of grass concentrations and diversity. Expect ....Climate impacts on grass phenology, diversity and pollen exposure. This project investigates how climate change is altering the phenology, plant diversity, and airborne pollen exposure in Australia's highly productive dry grasslands. The project is expected to answer key questions on shifting grasslands and grass pollen relationships with grass phenology and diversity by merging satellite analysis of phenology with seasonal airborne pollen measures of grass concentrations and diversity. Expected outcomes of this project will be better management options to safeguard allergy sufferers and improved ecological and pollen forecasts under climate change and extreme events. This project should provide important public health benefits and disease mitigation strategies to Australia's urban and remote areas.
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Remote sensing estimation of greenhouse gas emissions from floodplains in the wet-dry tropics. This project provides regional-scale estimates of greenhouse gas emissions from major floodplains in the wet-dry tropics. These estimates are required for future national carbon accounting, and are critical knowledge gaps for current global climate models.
Digitally-Integrated Smart Sensing of Diverse Airborne Grass Pollen Sources. Grass pollen is the main outdoor allergen source globally, triggering hayfever and asthma in up to 500 million people. With over 10,000 species, the influence of grass type, location and climate on pollen in the air is not yet known. This is a key issue since subtropical and temperate grasses differ in response to environmental factors. The project aims to use artificial intelligence on digital camera images to learn to ....Digitally-Integrated Smart Sensing of Diverse Airborne Grass Pollen Sources. Grass pollen is the main outdoor allergen source globally, triggering hayfever and asthma in up to 500 million people. With over 10,000 species, the influence of grass type, location and climate on pollen in the air is not yet known. This is a key issue since subtropical and temperate grasses differ in response to environmental factors. The project aims to use artificial intelligence on digital camera images to learn to see local grass flowers and integrate this with air sensors trained to detect grass pollen types. The expected outcomes are new capacities to track airborne grass pollen types. These outcomes can transform how pollen can be monitored to reduce the burden of allergies, and provide evidence of changing airborne pollen loads.
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