2 papers
stat.ME2019
Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale
Georgia Papacharalampous, Hristos Tyralis, Demetris Koutsoyiannis +1
Predictive hydrological uncertainty can be quantified by using ensemble methods. If properly formulated, these methods can offer improved predictive performance by combining multip…
stat.ME2019
Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: Methodology development and investigation using toy models
Georgia Papacharalampous, Demetris Koutsoyiannis, Alberto Montanari
We introduce an ensemble learning post-processing methodology for probabilistic hydrological modelling. This methodology generates numerous point predictions by applying a single h…