Single-sample unmixing with machine learning: a rock magnetic frontier. Magnetic rock-forming minerals can record important information about Earth’s magnetic field and climatic changes. In rock magnetism, we seek to quantify magnetic property variations in geological materials. Existing quantification methods are limited and provide bulk characterisation of all magnetic particles in a material rather than diagnostic information concerning individual mineral components. This Project aims to deve ....Single-sample unmixing with machine learning: a rock magnetic frontier. Magnetic rock-forming minerals can record important information about Earth’s magnetic field and climatic changes. In rock magnetism, we seek to quantify magnetic property variations in geological materials. Existing quantification methods are limited and provide bulk characterisation of all magnetic particles in a material rather than diagnostic information concerning individual mineral components. This Project aims to develop a machine-learning framework to “unmix” and quantify each magnetic mineral component in single natural samples, and will unlock a new quantitative era in rock magnetism. It is expected to have impact beyond Earth science by enabling magnetic characterisation in physics, materials science, and industry.Read moreRead less
East Asian Monsoon response to periods of abrupt global change. This proposal aims to investigate the response of the East Asian Monsoon to abrupt climatic change, under baseline states of both warm and cool climate. The research is significant as it utilises unique, precisely dated sediments from Japan, and novel approaches to quantifying spatial and temporal climate patterns. The research will improve understanding of the nature and causes of decadal-scale changes in monsoon precipitation, wit ....East Asian Monsoon response to periods of abrupt global change. This proposal aims to investigate the response of the East Asian Monsoon to abrupt climatic change, under baseline states of both warm and cool climate. The research is significant as it utilises unique, precisely dated sediments from Japan, and novel approaches to quantifying spatial and temporal climate patterns. The research will improve understanding of the nature and causes of decadal-scale changes in monsoon precipitation, with relevance for constraining the trajectory of the future monsoon, and the risks of prolonged drought and flood. The findings will benefit the Asian people, for whom the monsoon has major economic, social and environmental importance. In turn, this will benefit Australia, via economic and climatic ties to Asia.Read moreRead less
Environmental and cultural change along the Central Murray River. The aim of this project is to understand how past people in the riverine landscapes of the Murray-Darling Basin (MDB) were influenced by and adapted to environmental change. This will be achieved using a novel cross-disciplinary approach combining state-of-the-art palaeoenvironmental and archaeological methods. Indigenous people of the MDB have always been closely linked to rivers, however, over the period of human habitation flow ....Environmental and cultural change along the Central Murray River. The aim of this project is to understand how past people in the riverine landscapes of the Murray-Darling Basin (MDB) were influenced by and adapted to environmental change. This will be achieved using a novel cross-disciplinary approach combining state-of-the-art palaeoenvironmental and archaeological methods. Indigenous people of the MDB have always been closely linked to rivers, however, over the period of human habitation flows on these rivers were likely subject to changes that exceeded present-day variability. Understanding how these changes have impacted humans, offers clues on adaption to environmental change and aids in developing strategies for living with the inherently variable and vulnerable rivers in drylands.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200100890
Funder
Australian Research Council
Funding Amount
$427,082.00
Summary
Rapid climate change, early modern human dispersal, and Neanderthal demise. Why are we the only surviving human species? This project aims to investigate whether seasonal environmental changes associated with rapid climate change events played a role in the expansion of our own species and the demise of Neanderthals between 60,000-30,000 years ago. The project will generate quantitative, sub-seasonal records of past climate variability using novel multi-proxy analyses from key archaeological sit ....Rapid climate change, early modern human dispersal, and Neanderthal demise. Why are we the only surviving human species? This project aims to investigate whether seasonal environmental changes associated with rapid climate change events played a role in the expansion of our own species and the demise of Neanderthals between 60,000-30,000 years ago. The project will generate quantitative, sub-seasonal records of past climate variability using novel multi-proxy analyses from key archaeological sites, offering a framework for understanding early human responses to extreme climate fluctuations. This may inform our strategies for coping with future extreme scenarios. These unparalleled records will also provide data to test and refine climate models, enabling a better understanding of Earth’s climate system. Read moreRead less
Understanding total long-term sea-level consequences. This project addresses the urgency in long-term infrastructure planning to understand the long-term "equilibrium" sea-level-change consequences from today’s exceptionally rapid climate change. Understanding this requires detailed sea-level reconstructions back to warm periods with similar CO2 levels to today (~3.5 million years ago), but these remain insufficiently defined. To advance, the project will deliver a next-generation, multi-million ....Understanding total long-term sea-level consequences. This project addresses the urgency in long-term infrastructure planning to understand the long-term "equilibrium" sea-level-change consequences from today’s exceptionally rapid climate change. Understanding this requires detailed sea-level reconstructions back to warm periods with similar CO2 levels to today (~3.5 million years ago), but these remain insufficiently defined. To advance, the project will deliver a next-generation, multi-million-year sea-level reconstruction that includes dynamically evolving (time-dependent) interactions between critical climate factors. This will then be applied with other palaeoclimate data to reconstruct equilibrium relationships between sea level, temperature, and CO2 at currently unattainable precision. Read moreRead less
East Australian climate extremes through the Holocene. The project aims to document climate variability in eastern Australia over the Holocene, the last 11,500 years. It seeks to develop Australia’s two highest-resolution Holocene climate records using novel techniques to infer past rainfall, temperature and evaporation. The project will combine the expertise of international drought and climate specialists with novel techniques developed by the Australian investigators to derive an unparalleled ....East Australian climate extremes through the Holocene. The project aims to document climate variability in eastern Australia over the Holocene, the last 11,500 years. It seeks to develop Australia’s two highest-resolution Holocene climate records using novel techniques to infer past rainfall, temperature and evaporation. The project will combine the expertise of international drought and climate specialists with novel techniques developed by the Australian investigators to derive an unparalleled record of drought duration, frequency and intensity. In particular, the project aims to determine the frequency, duration and causes of mega-droughts in eastern Australia, of which little is known. Expected project outcomes include improved decision making capacity for natural resource management, and planning.Read moreRead less
The Impact of Water Stress on Early Humans in the Kalahari Desert. This project aims to understand the impacts of water stressed environments for early modern human behaviour through state-of-the-art excavation techniques and palaeoenvironmental reconstruction at two new archaeological sites in the Kalahari. How humans mitigated water stress during a major technological transition is significant because adaptability to arid environments was crucial for humans expanding beyond Africa and into Aus ....The Impact of Water Stress on Early Humans in the Kalahari Desert. This project aims to understand the impacts of water stressed environments for early modern human behaviour through state-of-the-art excavation techniques and palaeoenvironmental reconstruction at two new archaeological sites in the Kalahari. How humans mitigated water stress during a major technological transition is significant because adaptability to arid environments was crucial for humans expanding beyond Africa and into Australia. The expected outcome of this project is creation of new knowledge on the origins of human resilience to water stress. The benefit lies in the potential to gain insights into meeting future climate challenges by exploring the adaptive strategies developed by early modern humans in the southern Kalahari.Read moreRead less
Early African woodworking and tool use at the transition to modern humans. Our archaeological excavations and preliminary dating of Amanzi Springs (South Africa) to between 515,000 and 163,000 years ago shows that the site covers a critical time period that led to the origins of our species, Homo sapiens. Amanzi documents, in never before seen resolution, the technological leaps that our ancestors made during this transition. At ~400,000 years ago this includes the oldest evidence for woodworkin ....Early African woodworking and tool use at the transition to modern humans. Our archaeological excavations and preliminary dating of Amanzi Springs (South Africa) to between 515,000 and 163,000 years ago shows that the site covers a critical time period that led to the origins of our species, Homo sapiens. Amanzi documents, in never before seen resolution, the technological leaps that our ancestors made during this transition. At ~400,000 years ago this includes the oldest evidence for woodworking and tool use and >163,000 years ago the oldest heat treatment of rock to make stone tools. The organic preservation at the site means that we can reconstruct changing environment, linked to sea level changes and spring activity, for this period in the evolution of our ancestors at a level of detail not previously possibleRead moreRead less
Reconstructing Australia’s fire history from cave stalagmites. Fire represents a major natural hazard, and its impact on Australian communities and ecosystems is increasing. Representing a world first, this project aims to calibrate the paleofire signal from stalagmites in shallow caves, and to construct annually resolved stalagmite records of paleofire frequency and intensity for the last millennia. The project aims to use stalagmites from south west Australia to determine the relationship betw ....Reconstructing Australia’s fire history from cave stalagmites. Fire represents a major natural hazard, and its impact on Australian communities and ecosystems is increasing. Representing a world first, this project aims to calibrate the paleofire signal from stalagmites in shallow caves, and to construct annually resolved stalagmite records of paleofire frequency and intensity for the last millennia. The project aims to use stalagmites from south west Australia to determine the relationship between fire and climate and assess the robustness of stalagmite hydroclimate proxies in fire-prone regions. This project expects to establish a new research field for speleothem science, enhancing capacity for the Australian Quaternary and speleothem research communities, as well as benefits to land managers.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100573
Funder
Australian Research Council
Funding Amount
$369,075.00
Summary
A long-term history of mercury in Australasia. This project aims to investigate how natural levels of mercury have changed over time and how human activities have affected mercury atmospheric fluxes and deposition. Using state-of-the-art experimental approaches combining palaeontology and chemistry, the project seeks to build comprehensive knowledge about the flux and sources of mercury in the Southern Hemisphere, to address significant geospatial and temporal gaps in understanding mercury’s env ....A long-term history of mercury in Australasia. This project aims to investigate how natural levels of mercury have changed over time and how human activities have affected mercury atmospheric fluxes and deposition. Using state-of-the-art experimental approaches combining palaeontology and chemistry, the project seeks to build comprehensive knowledge about the flux and sources of mercury in the Southern Hemisphere, to address significant geospatial and temporal gaps in understanding mercury’s environmental impact. Expected outcomes are a more refined understanding of the global biochemical cycle of mercury and its exposure effects on human and wildlife populations. Potential benefits are better-informed international actions designed to reduce environmental and health risks from mercury pollution.Read moreRead less