Evaluation of the Tank Model Optimized Parameter for Watershed Modeling
유역 유출량 추정을 위한 TANK 모형의 매개변수 최적화에 따른 적용성 평가
- 한국농공학회지 Volume 56 Issue 4 Pages.9-19 2014
- Kim, Kye Ung, Song, Jung Hun, Ahn, Jihyun, Park, Jihoon, Jun, Sang Min, Song, Inhong, Kang, Moon Seong
Abstract
The objective of this study was to evaluate of the Tank model in simulating runoff discharge from rural watershed in comparison to the SWAT (Soil and Water Assessment Tool) model. The model parameters of SWAT was calibrated by the shuffled complex evolution-university Arizona (SCE-UA) method while Tank model was calibrated by genetic algorithm (GA) and validated. Four dam watersheds were selected as the study areas. Hydrological data of the Water Management Information System (WAMIS) and geological data were used as an input data for the model simulation. Runoff data were used for the model calibration and validation. The determination coefficient (R2R2), root mean square error (RMSE), Nash-Sutcliffe efficiency index (NSE) were used to evaluate the model performances. The result indicated that both SWAT model and Tank model simulated runoff reasonably during calibration and validation period. For annual runoff, the Tank model tended to overestimate, especially for small runoff (< 0.2 mm) whereas SWAT model underestimate runoff as compared to observed data. The statistics indicated that the Tank model simulated runoff more accurately than the SWAT model. Therefore the Tank model could be a good tool for runoff simulation considering its ease of use.
https://doi.org/10.5389/KSAE.2014.56.4.009