Global-scale massive feature extraction from monthly hydroclimatic time series: Statistical characterizations, spatial patterns and hydrological similarity
Georgia Papacharalampous, Hristos Tyralis, Simon Michael Papalexiou, Andreas Langousis, Sina Khatami, Elena Volpi, Salvatore Grimaldi
Topics & Concepts
ExploitCluster analysisComputer scienceAutocorrelationScale (ratio)Time seriesEntropy (arrow of time)Series (stratigraphy)Feature (linguistics)Data miningClimatologyGeographyArtificial intelligenceMachine learningStatisticsMathematicsCartographyGeologyPaleontologyPhysicsComputer securityLinguisticsQuantum mechanicsPhilosophyTime Series Analysis and ForecastingHydrological Forecasting Using AIClimate variability and models