Hydrological modeling of the Iroquois River watershed using HSPF and SWAT

Jaswinder Singh, H. Vernon Knapp, J. G. Arnold, Misganaw Demissie

Research output: Contribution to journalArticlepeer-review

Abstract

The performance of two popular watershed scale simulation models - HSPF and SWAT - were evaluated for simulating the hydrology of the 5,568 km2 Iroquois River watershed in Illinois and Indiana. This large, tile drained agricultural watershed provides distinctly different conditions for model comparison in contrast to previous studies. Both models were calibrated for a nine-year period (1987 through 1995) and verified using an independent 15-year period (1972 through 1986) by comparing simulated and observed daily, monthly, and annual streamflow. The characteristics of simulated flows from both models are mostly similar to each other and to observed flows, particularly for the calibration results. SWAT predicts flows slightly better than HSPF for the verification period, with the primary advantage being better simulation of low flows. A noticeable difference in the models' hydrologic simulation relates to the estimation of potential evapotranspiration (PET). Comparatively low PET values provided as input to HSPF from the BASINS 3.0 database may be a factor in HSPF's overestimation of low flows. Another factor affecting baseflow simulation is the presence of tile drains in the watershed. HSPF parameters can be adjusted to indirectly account for the faster subsurface flow associated with tile drains, but there is no specific tile drainage component in HS PF as there is in SWAT. Continued comparative studies such as this, under a variety of hydrologic conditions and watershed scales, provide needed guidance to potential users in model selection and application. (JAWRA) (

Original languageEnglish (US)
Pages (from-to)343-360
Number of pages18
JournalJournal of the American Water Resources Association
Volume41
Issue number2
DOIs
StatePublished - Apr 2005

Keywords

  • Agriculture
  • Hydrologic cycle
  • Modeling
  • Nonpoint source pollution
  • Surface water
  • Watershed management

ASJC Scopus subject areas

  • Ecology
  • Water Science and Technology
  • Earth-Surface Processes

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