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Research Topic : STATISTICAL MODELS
Field of Research : Atmospheric Dynamics
Australian State/Territory : NSW
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  • Researchers (16)
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  • Funded Activity

    Discovery Projects - Grant ID: DP140101104

    Funder
    Australian Research Council
    Funding Amount
    $360,000.00
    Summary
    Testing a new explanation of cloud feedback on global climate. A new analysis suggests that the sensitivity of global climate to greenhouse gases is largely controlled by the upward transport of water vapour in the lower troposphere, but the analysis did not examine clouds, which must be involved for the mechanism to be valid. The aim of the proposed project is to determine whether variations in cloud implied by this new explanation are supported by observations and process models. If the explan .... Testing a new explanation of cloud feedback on global climate. A new analysis suggests that the sensitivity of global climate to greenhouse gases is largely controlled by the upward transport of water vapour in the lower troposphere, but the analysis did not examine clouds, which must be involved for the mechanism to be valid. The aim of the proposed project is to determine whether variations in cloud implied by this new explanation are supported by observations and process models. If the explanation is confirmed, then for the first time in over 30 years of intense research it will be possible to determine the long-term severity of global warming by examining the present-day atmosphere. The expected outcome of this research is to clarify how and why low clouds change in altered climates.
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    Active Funded Activity

    ARC Centres Of Excellence - Grant ID: CE170100023

    Funder
    Australian Research Council
    Funding Amount
    $30,050,000.00
    Summary
    ARC Centre of Excellence for Climate Extremes. This Centre aims to transform understanding of past and present climate extremes and revolutionise Australia’s capability to predict them into the future. Climate extremes cost Australia up to $4 billion a year and will intensify over coming decades. This Centre’s blue-sky research will discover processes that explain the behaviour of present and future climate extremes. It will use its researchers, data, modelling, collaboration, graduate programme .... ARC Centre of Excellence for Climate Extremes. This Centre aims to transform understanding of past and present climate extremes and revolutionise Australia’s capability to predict them into the future. Climate extremes cost Australia up to $4 billion a year and will intensify over coming decades. This Centre’s blue-sky research will discover processes that explain the behaviour of present and future climate extremes. It will use its researchers, data, modelling, collaboration, graduate programme and early career researcher mentoring to transform Australia’s capacity to predict climate extremes. This research is expected to make Australia more resilient to climate extremes and minimise risks from climate extremes to the Australian environment, society and economy.
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    Funded Activity

    Discovery Projects - Grant ID: DP150101331

    Funder
    Australian Research Council
    Funding Amount
    $621,400.00
    Summary
    Remote forcing of Pacific Ocean variability and impacts on global climate. Variability in the Pacific Ocean has a profound impact on global climate. Recent unprecedented decadal variability in the Pacific has been linked to global temperature trends and extremes, yet little is known about what drives this variability or its impact on regional climate. This project will combine observations, advanced coupled climate models and ocean-atmosphere dynamical theory to quantify remote drivers of Pacifi .... Remote forcing of Pacific Ocean variability and impacts on global climate. Variability in the Pacific Ocean has a profound impact on global climate. Recent unprecedented decadal variability in the Pacific has been linked to global temperature trends and extremes, yet little is known about what drives this variability or its impact on regional climate. This project will combine observations, advanced coupled climate models and ocean-atmosphere dynamical theory to quantify remote drivers of Pacific Ocean variability on interannual-decadal time-scales. This project aims to enhance our understanding of the modes of variability operating in this region and their impact on global and Australian climate. This will have significant benefits for the many sectors of society reliant on interseasonal-decadal climate prediction.
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    Active Funded Activity

    ARC Future Fellowships - Grant ID: FT210100459

    Funder
    Australian Research Council
    Funding Amount
    $1,038,601.00
    Summary
    Do regional climate models rain too much? This project aims to provide a best-practice, in-depth assessment of the climate model simulations that are used to support regional climate change impact assessments. The focus will be on rainfall and the hydrological cycle as these aspects are especially impacts-relevant. Innovation comes from the application of a common benchmarking framework which includes observational uncertainty and process-based understanding to address common modelling limitatio .... Do regional climate models rain too much? This project aims to provide a best-practice, in-depth assessment of the climate model simulations that are used to support regional climate change impact assessments. The focus will be on rainfall and the hydrological cycle as these aspects are especially impacts-relevant. Innovation comes from the application of a common benchmarking framework which includes observational uncertainty and process-based understanding to address common modelling limitations. Any model failings identified will feed into model development strategies and support enhanced decision-making informed by regional climate model simulations.
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    Funded Activity

    Linkage Projects - Grant ID: LP120200777

    Funder
    Australian Research Council
    Funding Amount
    $240,000.00
    Summary
    Will East Coast Lows change in frequency or intensity in the future? East Coast Lows, the largest storms on the south-east coast of Australia, produce both large benefits and losses for this highly populated region of the country. An urgent national priority exists to understand the driving mechanisms for these events and to quantify how the frequency and intensity of these systems will change due to climate change.
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    Funded Activity

    Discovery Projects - Grant ID: DP180101251

    Funder
    Australian Research Council
    Funding Amount
    $327,316.00
    Summary
    A regional coupled climate model for Australia. This project aims to implement a regional, coupled atmosphere and ocean model, to determine under what circumstance ocean-atmosphere interactions are critical. Regional high-resolution atmosphere models are routinely used to provide projections of climate at the local scales needed by decision makers. However, these tools neglect the fine-scale interactions between ocean and atmosphere that can significantly modify conditions around coastal or isla .... A regional coupled climate model for Australia. This project aims to implement a regional, coupled atmosphere and ocean model, to determine under what circumstance ocean-atmosphere interactions are critical. Regional high-resolution atmosphere models are routinely used to provide projections of climate at the local scales needed by decision makers. However, these tools neglect the fine-scale interactions between ocean and atmosphere that can significantly modify conditions around coastal or island regions. This project intends to deliver the first high-resolution projections of both ocean and atmosphere off eastern Australia to understand how small-scale ocean and atmosphere processes and their interactions affect changes in extreme rainfall, marine heat waves and ocean circulation.
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    Funded Activity

    Australian Laureate Fellowships - Grant ID: FL100100214

    Funder
    Australian Research Council
    Funding Amount
    $2,918,382.00
    Summary
    Future risks associated with ocean surface warming: impacts on climate, rainfall, carbon, and circulation. Climate change is already affecting Australia, with harsh drought, more intense bushfire seasons, increased monsoon rains, heatwaves, and warmer temperatures all a feature of the past few decades. Climate change is expected to accelerate in the future, warming the oceans at an increased rate. This will affect ocean circulation, carbon uptake and ocean-atmosphere modes, such as El Nino, with .... Future risks associated with ocean surface warming: impacts on climate, rainfall, carbon, and circulation. Climate change is already affecting Australia, with harsh drought, more intense bushfire seasons, increased monsoon rains, heatwaves, and warmer temperatures all a feature of the past few decades. Climate change is expected to accelerate in the future, warming the oceans at an increased rate. This will affect ocean circulation, carbon uptake and ocean-atmosphere modes, such as El Nino, with unknown intensity. This project will improve our preparedness for climate change by better quantifying the risks that ocean warming will transform Australia's climate, rainfall, and sea level; as well as the ocean's uptake of carbon and the global ocean circulation. This will benefit sectors including agriculture, water management, fisheries, and tourism.
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    Funded Activity

    ARC Centres Of Excellence - Grant ID: CE1101028

    Funder
    Australian Research Council
    Funding Amount
    $21,400,000.00
    Summary
    ARC Centres of Excellence for Climate System Science. Our capacity to assess the threat of climate change is undermined by an unacceptable level of uncertainty in the understanding and modelling of regional climates. The Centre will undertake world-class research targeting identified weaknesses in the physical, chemical and biological components of the climate system. We will engage and nurture graduate students and postdoctoral follows through a program of graduate training and mentoring to per .... ARC Centres of Excellence for Climate System Science. Our capacity to assess the threat of climate change is undermined by an unacceptable level of uncertainty in the understanding and modelling of regional climates. The Centre will undertake world-class research targeting identified weaknesses in the physical, chemical and biological components of the climate system. We will engage and nurture graduate students and postdoctoral follows through a program of graduate training and mentoring to permanently transform our understanding of climate systems science particularly for the Australian region. The key outcome will be a dramatic enhancement in national capacity to understand and project the scale of future regional climate change.
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    Funded Activity

    Discovery Early Career Researcher Award - Grant ID: DE170101191

    Funder
    Australian Research Council
    Funding Amount
    $360,000.00
    Summary
    The future intensity of extreme East Coast Lows. This project aims to determine the environmental factors controlling the intensity of extreme East Coast Lows and how their intensity responds to global warming conditions. East Coast Lows are responsible for much of the high-impact weather affecting the east coast of Australia. Understanding the causes behind future climate changes is critical to provide confidence in future projections. This project will use high-resolution climate models that c .... The future intensity of extreme East Coast Lows. This project aims to determine the environmental factors controlling the intensity of extreme East Coast Lows and how their intensity responds to global warming conditions. East Coast Lows are responsible for much of the high-impact weather affecting the east coast of Australia. Understanding the causes behind future climate changes is critical to provide confidence in future projections. This project will use high-resolution climate models that can realistically simulate all the key dynamic processes including atmosphere-ocean interactions. Expected outcomes are adaptation strategies to mitigate the future effect of East Coast Lows on coastal fresh water resources, flooding and erosion.
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    Active Funded Activity

    Discovery Projects - Grant ID: DP200102329

    Funder
    Australian Research Council
    Funding Amount
    $410,000.00
    Summary
    Improving the credibility of regional sea level rise projections. Anthropogenic sea level rise is expected to inundate low-lying islands and coastlines around the world, with multiple model projections suggesting that changes in wind patterns will lead to larger than average sea level rise along Australia’s east coast and in neighbouring small island nations. Confidence in projections of this spatial sea level rise variability is low, however, due to a strong mismatch between patterns of observe .... Improving the credibility of regional sea level rise projections. Anthropogenic sea level rise is expected to inundate low-lying islands and coastlines around the world, with multiple model projections suggesting that changes in wind patterns will lead to larger than average sea level rise along Australia’s east coast and in neighbouring small island nations. Confidence in projections of this spatial sea level rise variability is low, however, due to a strong mismatch between patterns of observed and model-projected sea level rise in recent decades. This work will use a newly developed climate model hierarchy and innovative experimental design to determine the cause of this discrepancy and will produce more credible regional sea level rise projections by clarifying and reducing projection uncertainty.
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