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Research Article

Structural calibration of an semi-distributed hydrological model of the Liard River basin

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Pages 287-303 | Received 09 Dec 2019, Accepted 27 Jul 2020, Published online: 26 Aug 2020

References

  • Abbott, M. B., J. C. Bathurst, J. A. Cunge, P. E. O'Connell, and J. Rasmussen. 1986. “An Introduction to the European Hydrological System “SHE”: Structure of a Physically-Based, Distributed Modelling System.” Journal of Hydrology 87 (1–2): 61–77. doi:10.1016/0022-1694(86)90115-0.
  • Anderton, S., J. Latron, and F. Gallart. 2002. “Sensitivity Analysis and Multi-Response, Multi-Criteria Evaluation of a Physically Based Distributed Model.” Hydrological Processes 16 (2): 333–353. doi:10.1002/hyp.336.
  • Aylesworth, J. M., and I. M. Kettles. 2000. “Distribution of Fen and Bog in the Mackenzie Valley, 60 N- 60 N.” Natural Resources Canada, Geological Survey of Canada Bulletin 547: 49–55.
  • Bastola, S., C. Murphy, and J. Sweeney. 2011. “The Role of Hydrological Modelling Uncertainties in Climate Change Impact Assessments of Irish River Catchments.” Advances in Water Resources 34 (5): 562–576. doi:10.1016/j.advwatres.2011.01.008.
  • Bergstrom, S., and A. Forsman. 1973. “Development of a Conceptual Deterministic Rainfall-Runoff Model.” Hydrology Research 4 (3): 147–170. doi:10.2166/nh.1973.0012.
  • Bergstrom, S., G. Lindstrom, and A. Pettersson. 2002. “Multi-Variable Parameter Estimation to Increase Confidence in Hydrological Modelling.” Hydrological Processes 16 (2): 413–421. doi:10.1002/hyp.332.
  • Beven, K. J. 2000. “Uniqueness of Place and Process Representations in Hydrological Modelling.” Hydrology and Earth System Sciences 4 (2): 203–213. doi:10.5194/hess-4-203-2000.
  • Brook, G. A., and D. C. Ford. 1980. “Hydrology of the Nahanni Karst, Northern Canada, and the Importance of Extreme Summer Storms.” Journal of Hydrology 46 (1–2): 103–121. doi:10.1016/0022-1694(80)90038-4.
  • Burn, D. H., J. M. Cunderlik, and A. Pietroniro. 2004. “Hydrological Trends and Variability in the Liard River Basin.” Hydrological Sciences Journal 49 (1): 53–67. doi:10.1623/hysj.49.1.53.53994.
  • Butts, M. B., J. T. Payne, M. Kristensen, and H. Madsen. 2004. “An Evaluation of the Impact of Model Structure on Hydrological Modelling Uncertainty for Streamflow Simulation.” Journal of Hydrology 298 (1–4): 242–266. doi:10.1016/j.jhydrol.2004.03.042.
  • Cao, W., W. B. Bowden, T. Davie, and A. Fenemor. 2006. “Multi-Variable and Multi-Site Calibration and Validation of SWAT in a Large Mountainous Catchment with High Spatial Variability.” Hydrological Processes 20 (5): 1057–1073. doi:10.1002/hyp.5933.
  • Chlumsky, R., and J. R. Craig. 2019. “RavenR: Raven Hydrological Modelling Framework R Support and Analysis.” Retrieved January 10, 2019 from https://github.com/rchlumsk/RavenR%0A
  • Choi, Y. S., C. K. Choi, H. S. Kim, K. T. Kim, and S. Kim. 2015. “Multi-Site Calibration Using a Grid-Based Event Rainfall-Runoff Model: A Case Study of the Upstream Areas of the Nakdong River Basin in Korea.” Hydrological Processes 29 (9): 2089–2099. doi:10.1002/hyp.10355.
  • Clark, M. P., D. Kavetski, and F. Fenicia. 2011. “Pursuing the Method of Multiple Working Hypotheses for Hydrological Modeling.” Water Resources Research 47 (9): 1–16. doi:10.1029/2010WR009827.
  • Clark, M. P., H. K. McMillan, D. B. G. Collins, D. Kavetski, and R. A. Woods. 2011. “Hydrological Field Data from a Modeller’s Perspective: Part 2: Process-Based Evaluation of Model Hypotheses.” Hydrological Processes 25 (4): 523–543. doi:10.1002/hyp.7902.
  • Connon, R. F., W. L. Quinton, J. R. Craig, J. Hanisch, and O. Sonnentag. 2015. “The Hydrology of Interconnected Bog Complexes in Discontinuous Permafrost Terrains.” Hydrological Processes 29 (18): 3831–3847. doi:10.1002/hyp.10604.
  • Craig, J. R., & Raven Development Team. 2018. “Raven user’s and developer’s manual (Version 2.8).” Retrieved from http://www.civil.uwaterloo.ca/jrcraig/Raven/Main.html
  • Craig, J. R., G. Brown, R. Chlumsky, R. W. Jenkinson, G. Jorst, K. Lee, J. Mai, et al. 2020. “Flexible Watershed Simulation with the Raven Hydrological Modelling Framework.” Environmental Modelling and Software 129. doi: 10.1016/j.envsoft.2020.104728
  • Eckhardt, K., S. Haverkamp, N. Fohrer, and H. G. Frede. 2002. “SWAT-G, a Version of SWAT99.2 Modified for Application to Low Mountain Range Catchments.” Physics and Chemistry of the Earth 27 (9–10): 641–644. doi:10.1016/S1474-7065(02)00048-7.
  • Euser, T., H. C. Winsemius, M. Hrachowitz, F. Fenicia, S. Uhlenbrook, and H. H. G. Savenije. 2013. “A Framework to Assess the Realism of Model Structures Using Hydrological Signatures.” Hydrology and Earth System Sciences 17 (5): 1893–1912. doi:10.5194/hess-17-1893-2013.
  • Fenicia, F., D. Kavetski, and H. H. G. Savenije. 2011. “Elements of a Flexible Approach for Conceptual Hydrological Modeling: 1. Motivation and Theoretical Development.” Water Resources Research 47 (11): 1–13. doi:10.1029/2010WR010174.
  • Fenicia, F., D. Kavetski, H. H. G. Savenije, and L. Pfister. 2016. “From Spatially Variable Streamflow to Distributed Hydrological Models: Analysis of Key Modeling Decisions.” Water Resources Research 52 (2): 954–989. doi:10.1002/2015WR017398.
  • Fenicia, F., H. H. G. Savenije, P. Matgen, and L. Pfister. 2007. “A Comparison of Alternative Multiobjective Calibration Strategies for Hydrological Modeling.” Water Resources Research 43 (3): 1–16. doi:10.1029/2006WR005098.
  • Fenicia, F., H. H. G. Savenije, P. Matgen, and L. Pfister. 2008. “Understanding Catchment Behavior through Stepwise Model Concept Improvement.” Water Resources Research 44 (1): 1–13. doi:10.1029/2006WR005563.
  • Freer, J. E., and K. J. Beven. 2001. “Equifinality, Data Assimilation, and Uncertainty Estimation in Mechanistic Modelling of Complex Environmental Systems Using the GLUE Methodology.” Journal of Hydrology 249 (1–4): 11–29. doi:10.1016/S0022-1694(01)00421-8.
  • Gupta, H. V., M. P. Clark, J. A. Vrugt, G. Abramowitz, and M. Ye. 2012. “Towards a Comprehensive Assessment of Model Structural Adequacy.” Water Resources Research 48 (4). doi: 10.1029/2011WR011044
  • Gupta, H. V., S. Sorooshian, and P. O. Yapo. 1998. “Toward Improved Calibration of Hydrologic Models: Multiple and Noncommensurable Measures of Information.” Water Resources Research 34 (4): 751–763. doi:10.1029/97WR03495.
  • Gupta, H. V., T. Wagener, and Y. Liu. 2008. “Reconciling Theory with Observations: Elements of a Diagnostic Approach to Model Evaluation.” Hydrological Processes 22 (18): 3802–3813. https://doi.org/10.1002/hyp. doi:10.1002/hyp.6989.
  • Gupta, H. V., H. Kling, K. K. Yilmaz, and G. F. Martinez. 2009. “Decomposition of the Mean Squared Error and NSE Performance Criteria: Implications for Improving Hydrological Modelling.” Journal of Hydrology 377 (1–2): 80–91. doi:10.1016/j.jhydrol.2009.08.003.
  • Hamilton, A. S., D. G. Hutchinson, and R. D. Moore. 2000. “Estimating Winter Streamflow Using Conceptual Streamflow Model.” Journal of Cold Regions Engineering 14 (4): 158–175. doi:10.1061/(ASCE)0887-381X(2000)14:4(158).
  • Hartmann, A., T. Wagener, A. Rimmer, J. Lange, H. Brielmann, and M. Weiler. 2013. “Testing the Realism of Model Structures to Identify Karst System Processes Using Water Quality and Quantity Signatures.” Water Resources Research 49 (6): 3345–3358. doi:10.1002/wrcr.20229.
  • Hublart, P., D. Ruelland, A. Dezetter, and H. Jourde. 2015. “Reducing Structural Uncertainty in Conceptual Hydrological Modelling in the Semi-Arid Andes.” Hydrology and Earth System Sciences 19 (5): 2295–2314. doi:10.5194/hess-19-2295-2015.
  • Jost, G., R. D. Moore, B. Menounos, and R. Wheate. 2012. “Quantifying the Contribution of Glacier Runoff to Streamflow in the Upper Columbia River Basin.” Hydrology and Earth System Sciences 16 (3): 849–860. doi:10.5194/hess-16-849-2012.
  • Kavetski, D., and F. Fenicia. 2011. “Elements of a Flexible Approach for Conceptual Hydrological Modeling: 2. Application and Experimental Insights.” Water Resources Research 47 (11): 1–19. doi:10.1029/2011WR010748.
  • Kelleher, C., B. McGlynn, and T. Wagener. 2017. “Characterizing and Reducing Equifinality by Constraining a Distributed Catchment Model with Regional Signatures, Local Observations, and Process Understanding.” Hydrology and Earth System Sciences 21 (7): 3325–3352. doi:10.5194/hess-21-3325-2017.
  • Kirchner, J. W. 2006. “Getting the Right Answers for the Right Reasons: Linking Measurements, Analyses, and Models to Advance the Science of Hydrology.” Water Resources Research 42 (3): 1–5. doi:10.1029/2005WR004362.
  • MacKay, M. D., F. Seglenieks, D. Verseghy, E. D. Soulis, K. R. Snelgrove, A. Walker, and K. Szeto. 2003. “Modeling Mackenzie Basin Surface Water Balance during CAGES with the Canadian Regional Climate Model.” Journal of Hydrometeorology 4 (4): 748–767. doi:10.1175/1525-7541(2003)004<0748:MMBSWB>2.0.CO;2.
  • Mahat, V., and A. Anderson. 2013. “Impacts of Climate and Catastrophic Forest Changes on Streamflow and Water Balance in a Mountainous Headwater Stream in Southern Alberta.” Hydrology and Earth System Sciences 17 (12): 4941–4956. doi:10.5194/hess-17-4941-2013.
  • McDonnell, J. J., M. Sivapalan, K. Vaché, S. Dunn, G. Grant, R. Haggerty, C. Hinz, et al. 2007. “Moving beyond Heterogeneity and Process Complexity: A New Vision for Watershed Hydrology.” Water Resources Research 43 (7): 1–6. doi:10.1029/2006WR005467.
  • McMichael, C. E., A. S. Hope, and H. A. Loaiciga. 2006. “Distributed Hydrological Modelling in California Semi-Arid Shrublands: MIKE SHE Model Calibration and Uncertainty Estimation.” Journal of Hydrology 317 (3–4): 307–324. doi:10.1016/j.jhydrol.2005.05.023.
  • McMillan, H., M. Gueguen, E. Grimon, R. Woods, M. Clark, and D. E. Rupp. 2014. “Spatial Variability of Hydrological Processes and Model Structure Diagnostics in a 50km2catchment.” Hydrological Processes 28 (18): 4896–4913. doi:10.1002/hyp.9988.
  • Muhammad, A., G. R. Evenson, T. A. Stadnyk, A. Boluwade, S. K. Jha, and P. Coulibaly. 2019. “Impact of Model Structure on the Accuracy of Hydrological Modeling of a Canadian Prairie Watershed.” Journal of Hydrology: Regional Studies 21 (2018): 40–56. doi:10.1016/j.ejrh.2018.11.005.
  • Nash, E., and V. Sutcliffe. 1970. “River Flow Forecasting through Conceptual Models: Part I - A Discussion of Principles.” Journal of Hydrology 10 (3): 282–290. doi:10.1016/0022-1694(70)90255-6.
  • Natural Resources Canada. 2013. Canadian Digital Elevation Model. Sherbrooke: Natural Resources Canada.
  • Natural Resources Canada. 2015. Canadian Land Cover, Circa 2000, Geobase Series. Sherbrooke: Natural Resources Canada.
  • Natural Resources Canada. 2019. CanVec. Sherbrooke: Natural Resources Canada.
  • Pietroniro, A., V. Fortin, N. Kouwen, C. Neal, R. Turcotte, B. Davison, D. Verseghy, et al. 2007. “Development of the MESH Modelling System for Hydrological Ensemble Forecasting of the Laurentian Great Lakes at the Regional Scale.” Hydrology and Earth System Sciences 11 (4): 1279–1294. doi:10.5194/hess-11-1279-2007.
  • Pomeroy, J. W., D. M. Gray, T. Brown, N. R. Hedstrom, W. L. Quinton, R. J. Granger, and S. K. Carey. 2007. “The Cold Regions Hydrological Model: A Platform for Basing Process Representation and Model Structure on Physical Evidence.” Hydrological Processes 21 (19): 2650–2667. doi:10.1002/hyp.6787.
  • Poulin, A., F. Brissette, R. Leconte, R. Arsenault, and J. S. Malo. 2011. “Uncertainty of Hydrological Modelling in Climate Change Impact Studies in a Canadian, Snow-Dominated River Basin.” Journal of Hydrology 409 (3–4): 626–636. doi:10.1016/j.jhydrol.2011.08.057.
  • Quinton, W., A. Berg, M. Braverman, O. Carpino, L. Chasmer, R. Connon, J. Craig, et al. 2019. “A Synthesis of Three Decades of Hydrological Research at Scotty Creek, NWT.” Hydrology and Earth System Sciences 23 (4): 2015–2039. doi:10.5194/hess-23-2015-2019.
  • Quinton, W. L., and M. Hayashi. 2008. “Recent Advances toward Physically-Based Runoff Modeling of the Wetland-Dominated Central Mackenzie River Basin.” In Cold Region Atmospheric and Hydrologic Studies. The Mackenzie GEWEX Experience, edited by M. K. Woo, 257–279. Berlin, Heidelberg: Springer.
  • Quinton, W. L., M. Hayashi, K. E. Blais, N. Wright, and A. Peitroniro. 2004. “The Water Balance of Wetland-Dominated Permafrost Basins.” In Northern Research Basins Water Balance, edited by D. L. Kane and D. Yang, 186–194. Victoria: IAHS Publication 290.
  • Quinton, W. L., M. Hayashi, and L. E. Chasmer. 2009. “Peatland Hydrology of Discontinuous Permafrost in the Northwest Territories: Overview and Synthesis.” Canadian Water Resources Journal 34 (4): 311–328. doi:10.4296/cwrj3404311.
  • Ricard, S., R. Bourdillon, D. Roussel, and R. Turcotte. 2013. “Global Calibration of Distributed Hydrological Models for Large-Scale Applications.” Journal of Hydrologic Engineering 18 (6): 719–721. doi:10.1061/(ASCE)HE.1943-5584.0000665.
  • Rimmer, A., and Y. Salingar. 2006. “Modelling Precipitation-Streamflow Processes in Karst Basin: The Case of the Jordan River Sources.” Journal of Hydrology 331 (3–4): 524–542. doi:10.1016/j.jhydrol.2006.06.003.
  • Shafii, M., and B. A. Tolson. 2015. “Optimizing Hydrological Consistency by Incorporating Hydrological Signatures into Model Calibration Objectives.” Water Resources Research 51 (5): 3796–3814. doi:10.1002/2014WR016520.
  • Shrestha, R. R., A. J. Cannon, M. A. Schnorbus, and H. Alford. 2019. “Climatic Controls on Future Hydrologic Changes in a Subarctic River Basin in Canada.” Journal of Hydrometeorology 20 (9): 1757–1778. doi:10.1175/JHM-D-18-0262.1.
  • Sivapalan, M. 2003. “Prediction in Ungauged Basins: A Grand Challenge for Theoretical Hydrology.” Hydrological Processes 17 (15): 3163–3170. doi:10.1002/hyp.5155.
  • Son, K., and M. Sivapalan. 2007. “Improving Model Structure and Reducing Parameter Uncertainty in Conceptual Water Balance Models through the Use of Auxiliary Data.” Water Resources Research 43 (1): 1–18. doi:10.1029/2006WR005032.
  • Staudinger, M., K. Stahl, J. Seibert, M. P. Clark, and L. M. Tallaksen. 2011. “Comparison of Hydrological Model Structures Based on Recession and Low Flow Simulations.” Hydrology and Earth System Sciences 15 (11): 3447–3459. doi:10.5194/hess-15-3447-2011.
  • Thorne, R. 2011. “Uncertainty in the Impacts of Projected Climate Change on the Hydrology of a Subarctic Environment: Liard River Basin.” Hydrology and Earth System Sciences 15 (5): 1483–1492. doi:10.5194/hess-15-1483-2011.
  • Thorne, R., and M. K. Woo. 2006. “Efficacy of a Hydrologic Model in Simulating Discharge from a Large Mountainous Catchment.” Journal of Hydrology 330 (1–2): 301–312. doi:10.1016/j.jhydrol.2006.03.031.
  • Tolson, B. A., and C. A. Shoemaker. 2007. “Dynamically Dimensioned Search Algorithm for Computationally Efficient Watershed Model Calibration.” Water Resources Research 43 (1): 1–16. doi:10.1029/2005WR004723.
  • Turcotte, R., A. N. Rousseau, J.-P. Fortin, and J.-P. Villeneuve. 2003. “A Process-Oriented, Multiple-Objective Calibration Strategy Accounting for Model Structure.” Calibration of Watershed Models 153–163. 10.1029/ws006p0153.
  • van der Linden, S., and M. Woo. 2003a. “Application of Hydrological Models with Increasing Complexity to Subarctic Catchments.” Journal of Hydrology 270 (1–2): 145–157. doi:10.1016/S0022-1694(02)00291-3.
  • van der Linden, S., and M. Woo. 2003b. “Transferability of Hydrological Model Parameters between Basins in Data-Sparse Areas, Subarctic Canada.” Journal of Hydrology 270 (3–4): 182–194. doi:10.1016/S0022-1694(02)00295-0.
  • Van Esse, W. R., C. Perrin, M. J. Booij, D. C. M. Augustijn, F. Fenicia, D. Kavetski, and F. Lobligeois. 2013. “The Influence of Conceptual Model Structure on Model Performance: A Comparative Study for 237 French Catchments.” Hydrology and Earth System Sciences 17 (10): 4227–4239. doi:10.5194/hess-17-4227-2013.
  • Watson, B. M., R. A. McKeown, G. Putz, and J. D. MacDonald. 2008. “Modification of SWAT for Modelling Streamflow from Forested Watersheds on the Canadian Boreal Plain.” Journal of Environmental Engineering and Science 7 (Supplement 1): 145–159. doi:10.1139/S09-003.
  • Wood, E. F., D. P. Lettenmaier, and V. G. Zartarian. 1992. “A Land-Surface Hydrology Parameterization with Subgrid Variability for General Circulation Models.” Journal of Geophysical Research 97 (D3): 2717–2728. doi:10.1029/91JD01786.
  • Xue, X., K. Zhang, Y. Hong, J. J. Gourley, W. Kellogg, R. A. McPherson, Z. Wan, and B. N. Austin. 2016. “New Multisite Cascading Calibration Approach for Hydrological Models: Case Study in the Red River Basin Using the VIC Model.” Journal of Hydrologic Engineering 21 (2): 05015019–05015019. doi:10.1061/(ASCE)HE.1943-5584.0001282.

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