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Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
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Volume 20, issue 7 | Copyright
Hydrol. Earth Syst. Sci., 20, 2861-2876, 2016
https://doi.org/10.5194/hess-20-2861-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.

Research article 15 Jul 2016

Research article | 15 Jul 2016

Parameter regionalization of a monthly water balance model for the conterminous United States

Andrew R. Bock1, Lauren E. Hay2, Gregory J. McCabe2, Steven L. Markstrom2, and R. Dwight Atkinson3 Andrew R. Bock et al.
  • 1US Geological Survey, Colorado Water Science Center, Denver Federal Center, P.O. Box 25046, MS 415, Denver, Colorado, 80225, USA
  • 2US Geological Survey, National Research Program, Denver Federal Center, P.O. Box 25046, MS 413, Denver, Colorado, 80225, USA
  • 3US Environmental Protection Agency, Office of Water (4503-T), 1200 Pennsylvania Ave., Washington, DC, 20004, USA

Abstract. A parameter regionalization scheme to transfer parameter values from gaged to ungaged areas for a monthly water balance model (MWBM) was developed and tested for the conterminous United States (CONUS). The Fourier Amplitude Sensitivity Test, a global-sensitivity algorithm, was implemented on a MWBM to generate parameter sensitivities on a set of 109951 hydrologic response units (HRUs) across the CONUS. The HRUs were grouped into 110 calibration regions based on similar parameter sensitivities. Subsequently, measured runoff from 1575 streamgages within the calibration regions were used to calibrate the MWBM parameters to produce parameter sets for each calibration region. Measured and simulated runoff at the 1575 streamgages showed good correspondence for the majority of the CONUS, with a median computed Nash–Sutcliffe efficiency coefficient of 0.76 over all streamgages. These methods maximize the use of available runoff information, resulting in a calibrated CONUS-wide application of the MWBM suitable for providing estimates of water availability at the HRU resolution for both gaged and ungaged areas of the CONUS.

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A parameter sensitivity analysis was applied to a monthly water balance model across the United States and used to identify regions of similar model response. Streamgages within each region were calibrated as a group to produce model parameters that can simulate streamflow in areas where measured streamflow data are limited or unavailable. Results showed good correspondence with measured values, except in areas where dominant hydrologic processes occurred at submonthly timescales.
A parameter sensitivity analysis was applied to a monthly water balance model across the United...
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