An evaluation of automated GPD threshold selection methods for hydrological extremes across different scales
Stelian Curceac, Peter M. Atkinson, Alice E. Milne, Lianhai Wu, Paul Harris
Topics & Concepts
Generalized Pareto distributionSelection (genetic algorithm)Threshold limit valueEstimatorStatisticsEnvironmental scienceScale (ratio)Computer scienceMonte Carlo methodExtreme value theoryStability (learning theory)Pareto principleMathematicsMachine learningGeographyMedicineCartographyEnvironmental healthHydrology and Drought AnalysisClimate variability and modelsHydrology and Watershed Management Studies