John S. Rowan

Hydrological modelling in snow- and glacier-fed catchments of the Upper Indus Basin by conceptual and machine learning approaches

Study region Upper Indus Basin (UIB), Himalaya and Hindu Kush. Focus of study This study evaluates the performance of a conceptually based glacio-hydrological model (GSM-HBV) and four data-driven models (DDMs), namely LSTM, RF, XGB and SVM, to simulate annualised, seasonal and fl...