Calibration procedure for a daily flow model of small watersheds with snowmelt runoff in the Green River coal region of Colorado
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Abstract
A calibration procedure was developed for the U.S. Geological Survey 's Precipitation-Runoff Modeling System for watersheds in which snowmelt is the major contributor to runoff. The model uses daily values of air temperature and precipitation as input and the output is mean daily discharge. The procedure appears sufficient to calibrate both streamflow volume and the timing of mean daily discharge if other model parameters are reasonably estimated. Model structure and sensitivity analysis suggest that one of the most important parameters is the available water-holding capacity of the soil (SMAX). Changing this parameter through a series of iterations, the calibration procedure minimizes the error between observed and predicted annual discharge. The calibration suggests that the single parameter SMAX may be sufficient for optimizing both the volumes and the timing of runoff, assuming other model parameters are adequately estimated. Additional optimization on parameters sensitive to timing does not appear to improve prediction. This indicates that these parameters were estimated accurately prior to calibration. Further investigation is needed on more watersheds to determine SMAX 's ability to calibrate volume and timing with a constant set of other model parameter values.
Study Area
| Publication type | Report |
|---|---|
| Publication Subtype | USGS Numbered Series |
| Title | Calibration procedure for a daily flow model of small watersheds with snowmelt runoff in the Green River coal region of Colorado |
| Series title | Water-Resources Investigations Report |
| Series number | 83-4263 |
| DOI | 10.3133/wri834263 |
| Year Published | 1985 |
| Language | English |
| Publisher | U.S. Geological Survey |
| Description | iv, 32 p. |
| Country | United States |
| State | Colorado |
| Other Geospatial | Green River coal region |
| Google Analytic Metrics | Metrics page |