Using Temporal Deep Learning Models to Estimate Daily Snow Water Equivalent over the Rocky Mountains

Three different deep learning models are assessed for daily snow water equivalent prediction.• Sensitivity tests provide minimum set of input variables for snowpack modeling.• Snow water equivalent is normalized by its historical maximum value to alleviate problems with spatial extrapolation.