LSTM Efficacy in Runoff Prediction: A Study Across Diverse Meteorological Conditions.

This resource contains some files which introduce time series NWM short range forecast and USGS observations streamflow data, and findings for three stations.A brief summary of what each notebook does is included below:Notebook1: Data focuses on merged data for the NWM forecast and USGS observation along with data types for three spots in Arizona, Nevada, and Wisconsin in the USA.Notebook2: Images displays results associated with mentioned locations.Notebook3: PDFs consist the LSTM paper.Notebook4: Audio Recordings related to statistical metrics.