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Accuracy of six years of operational statistical seasonal forecasts of rainfall in Western Australia (2013 to 2018) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Evans, Fiona H.;  Guthrie, Meredith M.;  Foster, Ian
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
South-West Western Australia  Seasonal rainfall  Statistical seasonal forecast  Forecast validation  Forecast verification  Forecast accuracy  Partial least squares regression  
Statistical downscaling of precipitation using machine learning techniques 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 240-258
作者:  Sachindra, D. A.;  Ahmed, K.;  Rashid, Md. Mamunur;  Shahid, S.;  Perera, B. J. C.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Statistical downscaling  Machine learning  Precipitation  Australia  Floods  Droughts  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
Factors affecting the simulated trajectory and intensification of Tropical Cyclone Yasi (2011) 期刊论文
ATMOSPHERIC RESEARCH, 2017, 194
作者:  Parker, Chelsea L.;  Lynch, Amanda H.;  Mooney, Priscilla A.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Australia Weather Research and Forecasting (WRF)  model  Tropical cyclone  Yasi  Initial conditions  Cumulus parameterization  Sea surface temperature