Application of Acoustic tomographic data to the short-term streamflow forecasting using data-driven methods and discrete wavelet transform

•Acoustic Tomographic data increase the accuracy of short-term streamflow forecasting.•The short-term forecasting using Acoustic Tomographic data is more accurate than one of Rating-Curve method.•DWT-GMDH is a robust and reliable predictive model for short-term streamflow forecasting.