Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
A. A. Masrur Ahmed, Ravinesh C. Deo, Qi Feng, Afshin Ghahramani, Nawin Raj, Zhenliang Yin, Linshan Yang
Topics & Concepts
StreamflowMode (computer interface)Computer scienceWater resourcesFeature selectionRandom forestClimate changeFeature (linguistics)ClimatologyEnvironmental scienceArtificial intelligenceDrainage basinGeologyGeographyEcologyOperating systemCartographyPhilosophyOceanographyLinguisticsBiologyHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management