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Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale 期刊论文
, 2020, 卷号: 136
作者:  Papacharalampous G.;  Tyralis H.;  Koutsoyiannis D.;  Montanari A.
收藏  |  浏览/下载：14/0  |  提交时间：2020/07/28
Catchments  Climate models  Forecasting  Regression analysis  Uncertainty analysis  Ensemble learning  Hydrological modeling  Probabilistic prediction  Quantile averaging  Quantile regression  Uncertainty quantifications  Learning systems  catchment  experimental study  hydrological modeling  prediction  probability  quantitative analysis  regression analysis  time series analysis  timescale  uncertainty analysis  United States  
Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model 期刊论文
, 2020, 卷号: 135
作者:  Bittner D.;  Parente M.T.;  Mattis S.;  Wohlmuth B.;  Chiogna G.
收藏  |  浏览/下载：30/0  |  提交时间：2020/07/28
Aquifers  Catchments  Discharge (fluid mechanics)  Hydrogeology  Landforms  Runoff  Uncertainty analysis  Active subspaces  Catchment characteristics  Catchment properties  Computational performance  Dimension reduction  Hydrological properties  Karst hydrology  Rainfall-discharge  Sensitivity analysis  aquifer  catchment  discharge  geometry  hydrological modeling  karst hydrology  machine learning  sensitivity analysis