Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey
The Euphrates-Tigris basin in Turkey suffers from sedimentation and erosion problems. The purpose of this study was to estimate streamflow, sediment yield, and identification of soil erosion-prone areas for the Murat River Basin which is the headwater of Euphrates River, with Soil and Water Assessme...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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IWA Publishing
2022-11-01
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| Series: | Journal of Hydroinformatics |
| Subjects: | |
| Online Access: | http://jhydro.iwaponline.com/content/24/6/1175 |
| _version_ | 1828118654226530304 |
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| author | Erkan Karakoyun Nihat Kaya |
| author_facet | Erkan Karakoyun Nihat Kaya |
| author_sort | Erkan Karakoyun |
| collection | DOAJ |
| description | The Euphrates-Tigris basin in Turkey suffers from sedimentation and erosion problems. The purpose of this study was to estimate streamflow, sediment yield, and identification of soil erosion-prone areas for the Murat River Basin which is the headwater of Euphrates River, with Soil and Water Assessment Tool (SWAT). The model was calibrated and validated with observed streamflow and sediment yield data obtained from two gauging stations. The statistical model performance was evaluated by using NSE, R2, and PBIAS. NSE values were calculated as 0.57, 0.50 and 0.77, 0.75 for the stations E21A074 and E21A077, respectively, in the monthly streamflow calibration and validation periods. Monthly sediment yield generated the NSE values for stations E21A074 and E21A077 were 0.54, 0.69 and 0.62, 0.35 in the calibration and validation periods, respectively. Spatial analysis indicates that 3.9% of the basin is under very severe (>20 t/ha/y), and 21.3% is under severe (>10 t/ha/y) soil erosion conditions. Most of the soil erosion occurs at the barren land use and in the sub-watersheds with a slope greater than 25%. Overall, the SWAT model satisfactorily simulated the streamflow and sediment yield, and identified the erosion-prone areas at the sub-watershed scale at the Murat River Basin for water resource management.
HIGHLIGHTS
Streamflow and sediment yield simulated satisfactorily with the SWAT model.;
Soil erosion is much sensitive to land use and slope.;
Barren land with the combination of areas with steep slope generates more soil erosion.;
This study can help watershed managers to prioritize measures.; |
| first_indexed | 2024-04-11T13:35:54Z |
| format | Article |
| id | doaj.art-d1c8a165d6ca492485884353c149d0e1 |
| institution | Directory Open Access Journal |
| issn | 1464-7141 1465-1734 |
| language | English |
| last_indexed | 2024-04-11T13:35:54Z |
| publishDate | 2022-11-01 |
| publisher | IWA Publishing |
| record_format | Article |
| series | Journal of Hydroinformatics |
| spelling | doaj.art-d1c8a165d6ca492485884353c149d0e12022-12-22T04:21:30ZengIWA PublishingJournal of Hydroinformatics1464-71411465-17342022-11-012461175119310.2166/hydro.2022.056056Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, TurkeyErkan Karakoyun0Nihat Kaya1 Faculty of Engineering and Architecture, Muş Alparslan University, Muş 49250, Turkey Faculty of Engineering, Department of Civil Engineering, Firat University, Elazig 23119, Turkey The Euphrates-Tigris basin in Turkey suffers from sedimentation and erosion problems. The purpose of this study was to estimate streamflow, sediment yield, and identification of soil erosion-prone areas for the Murat River Basin which is the headwater of Euphrates River, with Soil and Water Assessment Tool (SWAT). The model was calibrated and validated with observed streamflow and sediment yield data obtained from two gauging stations. The statistical model performance was evaluated by using NSE, R2, and PBIAS. NSE values were calculated as 0.57, 0.50 and 0.77, 0.75 for the stations E21A074 and E21A077, respectively, in the monthly streamflow calibration and validation periods. Monthly sediment yield generated the NSE values for stations E21A074 and E21A077 were 0.54, 0.69 and 0.62, 0.35 in the calibration and validation periods, respectively. Spatial analysis indicates that 3.9% of the basin is under very severe (>20 t/ha/y), and 21.3% is under severe (>10 t/ha/y) soil erosion conditions. Most of the soil erosion occurs at the barren land use and in the sub-watersheds with a slope greater than 25%. Overall, the SWAT model satisfactorily simulated the streamflow and sediment yield, and identified the erosion-prone areas at the sub-watershed scale at the Murat River Basin for water resource management. HIGHLIGHTS Streamflow and sediment yield simulated satisfactorily with the SWAT model.; Soil erosion is much sensitive to land use and slope.; Barren land with the combination of areas with steep slope generates more soil erosion.; This study can help watershed managers to prioritize measures.;http://jhydro.iwaponline.com/content/24/6/1175euphrates-tigris basinsediment yieldsoil erosionstreamflowswat modelwatershed management |
| spellingShingle | Erkan Karakoyun Nihat Kaya Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey Journal of Hydroinformatics euphrates-tigris basin sediment yield soil erosion streamflow swat model watershed management |
| title | Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey |
| title_full | Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey |
| title_fullStr | Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey |
| title_full_unstemmed | Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey |
| title_short | Hydrological simulation and prediction of soil erosion using the SWAT model in a mountainous watershed: a case study of Murat River Basin, Turkey |
| title_sort | hydrological simulation and prediction of soil erosion using the swat model in a mountainous watershed a case study of murat river basin turkey |
| topic | euphrates-tigris basin sediment yield soil erosion streamflow swat model watershed management |
| url | http://jhydro.iwaponline.com/content/24/6/1175 |
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