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Interdecadal cycles in Australian annual rainfall [PDF]
Hydrology and Earth System SciencesExtremes of Australian rainfall have profound economic, ecological and societal impacts; however, the current forecast horizon is limited to a few months.
T. F. Selkirk, A. W. Western, J. A. Webb
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Impacts of ENSO on Australian rainfall: what not to expect [PDF]
Journal of Southern Hemisphere Earth Systems Science, 2023 In eastern Australia we expect to experience wet conditions during La Niña and dry during El Niño events. We explore how well these expectations match historical outcomes by assessing, for spring, how much rain fell during past La Niña and El Niño events.
Dougal T. Squire +7 more
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Australian Rainfall Increases During Multi‐Year La Niña
Geophysical Research LettersAustralia is one of the regions strongly affected by the El Niño‐Southern Oscillation (ENSO). The recent 2020–2023 La Niña event was marked by record‐breaking rainfall and flooding across eastern Australia. The continuous wet conditions during the triple
Ashley T. Huang +2 more
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Rainfall Prediction using XGB Model with the Australian Dataset
EAI Endorsed Transactions on Energy WebRainfall prediction is a critical field of study with several practical uses, including agriculture, water management, and disaster preparedness. In this work, we examine the performance of several machine learning models in forecasting rainfall using a
Surendra Reddy Vinta, Rashika Peeriga
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Remote Sensing, 2022 An approach to developing a blended satellite-rainfall dataset over Australia that could be suitable for operational use is presented. In this study, Global Satellite Mapping of Precipitation (GSMaP) satellite precipitation estimates were blended with ...
Zhi-Weng Chua +4 more
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Hydrology, 2022 Arid and semi-arid regions typically lack high-resolution river gauging data causing difficulties in understanding rainfall-runoff patterns. A common predictive method for discharge estimation within ungauged catchments is regional flood frequency ...
Alissa Flatley, Ian Rutherfurd
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Simulated enhancement of ENSO-related rainfall variability due to Australian dust [PDF]
Atmospheric Chemistry and Physics, 2011 Australian dust emissions are highly episodic, and this may increase the importance of Australian dust as a climate feedback agent. We compare two 160-year coupled atmosphere-ocean simulations of modern-day climate using the CSIRO Mark 3.6 global climate
L. D. Rotstayn +5 more
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Describing rainfall in northern Australia using multiple climate indices [PDF]
Biogeosciences, 2017 Savanna landscapes are globally extensive and highly sensitive to climate change, yet the physical processes and climate phenomena which affect them remain poorly understood and therefore poorly represented in climate models.
C. D. W. Rogers, J. Beringer
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Enhancing the Australian Gridded Climate Dataset rainfall analysis using satellite data
Scientific Reports, 2022 Rainfall estimation over large areas is important for a thorough understanding of water availability, influencing societal decision-making, as well as being an input for scientific models.
Zhi-Weng Chua +5 more
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Multi-century cool- and warm-season rainfall reconstructions for Australia's major climatic regions [PDF]
Climate of the Past, 2017 Australian seasonal rainfall is strongly affected by large-scale ocean–atmosphere climate influences. In this study, we exploit the links between these precipitation influences, regional rainfall variations, and palaeoclimate proxies in the region to ...
M. Freund +8 more
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