Results 11 to 20 of about 9,607 (263)
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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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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An interpretation of Australian rainfall projections [PDF]
Geophysical Research Letters, 2008 The majority of climate models project a winter rainfall reduction over south‐eastern Australia (SEA), while some show a tendency for a summer rainfall increase. The dynamics for these rainfall changes are not clear. Using outputs from a climate model, we show that a summer rainfall increase is consistent with a large Tasman Sea warming promoting ...
Shi, G., Ribbe, J., Cai, W., Cowan, T.
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On the uncertainties associated with using gridded rainfall data as a proxy for observed [PDF]
Hydrology and Earth System Sciences, 2012 Gridded rainfall datasets are used in many hydrological and climatological studies, in Australia and elsewhere, including for hydroclimatic forecasting, climate attribution studies and climate model performance assessments.
C. R. Tozer +2 more
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Fundamental Ingredients of Australian Rainfall Extremes
Journal of Geophysical Research: Atmospheres, 2022 AbstractSatellite observations of Australian rainfall are used with reanalysis fields to identify the fundamental ingredients that distinguish extreme rain days from non‐extreme rain days. We analyze regions from the tropics to the mid‐latitudes, seeking to address whether regions with very different large‐scale circulations have common factors ...
B. A. White, C. Jakob, M. J. Reeder
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Canonical Correlation Analysis of Global Climate Elements and Rainfall in the West Java Regions
Desimal, 2020 Indonesia has a diversity of climate influenced by several global phenomena such as El Nino Southern Oscillation (ENSO), Indian Ocean Dipole (IOD), and Asian-Australian Monsoon.
Arisya Maulina Bowo +2 more
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Estimating urban flood risk – uncertainty in design criteria [PDF]
Proceedings of the International Association of Hydrological Sciences, 2015 The design of urban stormwater infrastructure is generally performed assuming that climate is static. For engineering practitioners, stormwater infrastructure is designed using a peak flow method, such as the Rational Method as outlined in the ...
M. Newby, S. W. Franks, C. J. White
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Insights From CMIP6 for Australia's Future Climate
Earth's Future, 2020 Outputs from new state‐of‐the‐art climate models under the Coupled Model Inter‐comparison Project phase 6 (CMIP6) promise improvement and enhancement of climate change projections information for Australia.
M. R. Grose +19 more
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Frontiers in Environmental Science, 2022 Type-2 diabetes is a leading cause of death and disability. Emerging evidence suggests that ultraviolet radiation or sun exposure may limit its development. We used freely available online datasets to evaluate the associations between solar radiation and
Aaron E. Lee +4 more
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