Department of Water Resource Engineering;
Faculty of Civil Engineering;
University of Tabriz;
Tabriz;
Iran;
Center of Excellence in Hydroinformatics;
University of Tabriz;
Tabriz;
Iran;
Gaussian; process; regression; Loose; bed; Rigid; bed; Roughness; coefficient; Sewer; pipes; Support; vector; machine;