To what extent does river routing matter in hydrological modeling?
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Published:2023-10-06
Issue:19
Volume:27
Page:3505-3524
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ISSN:1607-7938
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Container-title:Hydrology and Earth System Sciences
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language:en
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Short-container-title:Hydrol. Earth Syst. Sci.
Author:
Cortés-Salazar Nicolás, Vásquez NicolásORCID, Mizukami NaokiORCID, Mendoza Pablo A.ORCID, Vargas XimenaORCID
Abstract
Abstract. Spatially distributed hydrology and land surface models are typically
applied in combination with river routing schemes that convert instantaneous
runoff into streamflow. Nevertheless, the development of such schemes has
been somehow disconnected from hydrologic model calibration research,
although both seek to achieve more realistic streamflow simulations. In this
paper, we seek to bridge this gap to understand the extent to which the
configuration of routing schemes affects hydrologic model parameter searches
in water resources applications. To this end, we configure the Variable Infiltration Capacity (VIC) model coupled with the mizuRoute routing model
in the Cautín River basin (2770 km2), Chile. We use the Latin
hypercube sampling (LHS) method to generate 3500 different model parameters
sets, for which basin-averaged runoff estimates are obtained directly (no
routing or instantaneous runoff case) and are subsequently compared against
outputs from four routing schemes (unit hydrograph, Lagrangian kinematic
wave, Muskingum–Cunge, and diffusive wave) applied with five different
routing time steps (1, 2, 3, 4, and 6 h). The results show that
incorporating routing schemes may alter streamflow simulations at sub-daily,
daily, and even monthly timescales. The maximum Kling–Gupta efficiency (KGE)
obtained for daily streamflow increases from 0.64 (instantaneous runoff) to
0.81 (for the best routing scheme), and such improvements do not depend on
the routing time step. Moreover, the optimal parameter sets may differ
depending on the routing scheme configuration, affecting the baseflow
contribution to total runoff. Including routing models decreases streamflow
values in flood frequency curves and may alter the probabilistic
distribution of the medium- and low-flow segments of the flow duration curve
considerably (compared to the case without routing). More generally, the
results presented here highlight the potential impacts of river routing
implementations on water resources applications that involve hydrologic
models and, in particular, parameter calibration.
Funder
Fondo Nacional de Desarrollo Científico y Tecnológico Agencia Nacional de Investigación y Desarrollo National Science Foundation
Publisher
Copernicus GmbH
Subject
General Earth and Planetary Sciences,General Engineering,General Environmental Science
Reference99 articles.
1. Ajami, N. K., Duan, Q., and Sorooshian, S.: An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction, Water Resour. Res., 43, W01403, https://doi.org/10.1029/2005WR004745, 2007. 2. Allen, G. H., David, C. H., Andreadis, K. M., Hossain, F., and Famiglietti, J. S.: Global Estimates of River Flow Wave Travel Times and Implications for Low-Latency Satellite Data, Geophys. Res. Lett., 45, 7551–7560, https://doi.org/10.1029/2018GL077914, 2018. 3. Andreadis, K. M., Storck, P., and Lettenmaier, D. P.: Modeling snow accumulation and ablation processes in forested environments, Water Resour. Res., 45, W05429, https://doi.org/10.1029/2008WR007042, 2009. 4. Andréassian, V., Bourgin, F., Oudin, L., Mathevet, T., Perrin, C., Lerat, J., Coron, L., and Berthet, L.: Seeking genericity in the selection of parameter sets: Impact on hydrological model efficiency, Water Resour. Res., 50, 8356–8366, https://doi.org/10.1002/2013WR014761, 2014. 5. Arnold, J. G., Srinivasan, R., Muttiah, R. S., and Williams, J. R.: Large area hydrologic modeling and assessment part I: model development, J. Am. Water Resour. As., 34, 73–89, https://doi.org/10.1111/j.1752-1688.1998.tb05961.x, 1998.
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