Impacts of Dem Source, Resolution and Area Threshold Values on SWAT Generated Stream Network and Streamflow in Two Distinct Nepalese Catchments

Sudip Gautam, Vaskar Dahal, Rabin Bhattarai

Research output: Contribution to journalArticlepeer-review

Abstract

This study explores the relationship of Digital Elevation Model (DEM) resolution and flow accumulation threshold value to watershed characteristics and streamflow in two Nepalese catchments, Kaligandaki and Bagmati basin. DEMs from three different sources: ASTER Global DEM v2, SRTM v4.1, and Contour of Nepal, with resolutions of 30 m, 90 m, and 250 m were used. Automatic watershed delineation in SWAT was used to derive the stream network, and basin and flow characteristics at different DEM scenarios. It is found that DEM source and resolution influence basin characteristics and stream network morphology. The assumption that SWAT model performance improves with an increase in DEM resolution did not hold true. All the models were equally efficient in predicting the runoff. The model performance for both basins was similar regardless of the origin of the DEM. NSE and R2 varied in the range 0.726–0.781 and 0.772–0.81, respectively, for Kaligandaki basin. Similarly, for Bagmati basin, NSE and R2 varied in the range 0.772–0.837 and 0.779–0.839, respectively. The drainage density and simulated flow got better when the threshold area was decreased. However, the model ceased to improve any further after the optimum value of the threshold area. Our results indicate that DEM of higher resolution (30 m or finer) needs to be used to model the catchment in SWAT accurately and appropriate threshold area needs to be used for best model performance based on the temporal sensitivity of the runoff.

Original languageEnglish (US)
Pages (from-to)597-617
Number of pages21
JournalEnvironmental Processes
Volume6
Issue number3
DOIs
StatePublished - Sep 15 2019

Keywords

  • Bagmati
  • DEM resolution
  • Kaligandaki
  • Modeling
  • SWAT

ASJC Scopus subject areas

  • Environmental Engineering
  • Water Science and Technology
  • Pollution
  • Management, Monitoring, Policy and Law
  • Health, Toxicology and Mutagenesis

Fingerprint

Dive into the research topics of 'Impacts of Dem Source, Resolution and Area Threshold Values on SWAT Generated Stream Network and Streamflow in Two Distinct Nepalese Catchments'. Together they form a unique fingerprint.

Cite this