| Title: | Coupling hydrological modeling and support vector regression to model hydropeaking in alpine catchments |
| Authors: | Chiogna, G., G. Marcolini, W. Liu, T.P. Ciria and Y. Tuo |
| Year: | 2018 |
| Journal: | Science of the Total Environment |
| Volume (Issue): | 633 |
| Pages: | 220-229 |
| Article ID: | |
| DOI: | 10.1016/j.scitotenv.2018.03.162 |
| URL (non-DOI journals): | |
| Model: | SWAT |
| Broad Application Category: | hydrologic only |
| Primary Application Category: | model and/or data interface |
| Secondary Application Category: | reservoirs, ponds, lakes and/or other impoundment effects |
| Watershed Description: | 6,875 km^2 Upper Adige River, located in the Alps Mountains region in far northeast Italy. |
| Calibration Summary: | |
| Validation Summary: | |
| General Comments: | |
| Language: | English |
| Keywords: | Water management; Adige catchment; Support vector machine; Machine learning; SWAT |