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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  
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning