289
Views
5
CrossRef citations to date
0
Altmetric
Articles

Impact of the spatial density of weather stations on the performance of distributed and lumped hydrological models

, &
Pages 158-171 | Received 18 Jul 2019, Accepted 10 Feb 2020, Published online: 22 Feb 2020

References

  • Ajami, N., H. Gupta, T. Wagener, and S. Sorooshian. 2004. “Calibration of a Semi-Distributed Hydrologic Model for Streamflow Estimation along a River System.” Journal of Hydrology 298 (1–4): 112–135. doi:10.1016/j.jhydrol.2004.03.033.
  • Arsenault, R., and F. Brissette. 2014. “Determining the Optimal Spatial Distribution of Weather Station Networks for Hydrological Modeling Purposes Using RCM Datasets: An Experimental Approach.” Journal of Hydrometeorology 15 (1): 517–526. doi:10.1175/JHM-D-13-088.1.
  • Arsenault, R., F. Brissette, and J.-L. Martel. 2018. “The Hazards of Split-Sample Validation in Hydrological Model Calibration.” Journal of Hydrology 566: 346–362. doi:10.1016/j.jhydrol.2018.09.027.
  • Arsenault, R., P. Gatien, B. Renaud, F. Brissette, and J.-L. Martel. 2015. “A Comparative Analysis of 9 Multi-Model Averaging Approaches in Hydrological Continuous Streamflow Simulation.” Journal of Hydrology 529 (3): 754–767. doi:10.1016/j.jhydrol.2015.09.001.
  • Arsenault, R., A. Poulin, P. Côté, and F. Brissette. 2014. “Comparison of Stochastic Optimization Algorithms in Hydrological Model Calibration.” Journal of Hydrologic Engineering 19 (7): 1374–1384. doi:10.1061/(ASCE)HE.1943-5584.0000938.
  • Beauchamp, J., R. Leconte, M. Trudel, and F. Brissette. 2013. “Estimation of the Summer-Fall PMP and PMF of a Northern Watershed under a Changed Climate.” Water Resources Research 49 (6): 3852–3862. doi:10.1002/wrcr.20336.
  • Caya, D., and R. Laprise. 1999. “A Semi-Implicit Semi-Lagrangian Regional Climate Model: The Canadian RCM.” Monthly Weather Review 127 (3): 341–362. doi:10.1175/1520-0493(1999)127 < 0341:ASISLR.
  • Chen, J., F. P. Brissette, and H. Chen. 2018. “Using Reanalysis‐Driven Regional Climate Model Outputs for Hydrology Modelling.” Hydrological Processes 32 (19): 3019–3031.
  • Das, T., A. Bárdossy, E. Zehe, and Y. He. 2008. “Comparison of Conceptual Model Performance Using Different Representations of Spatial Variability.” Journal of Hydrology 356 (1–2): 106–118. doi:10.1016/j.jhydrol.2008.04.008.
  • El-Nasr, A. A., J. G. Arnold, J. Feyen, and J. Berlamont. 2005. “Modelling the Hydrology of a Catchment Using a Distributed and a Semi-Distributed Model.” Hydrological Processes 19 (3): 573–587. doi:10.1002/hyp.5610.
  • El-Sadek, A., M. Bleiweiss, M. Shukla, S. Guldan, and A. Fernald. 2011. “Alternative Climate Data Sources for Distributed Hydrological Modelling on a Daily Time Step.” Hydrological Processes 25 (10): 1542–1557. doi:10.1002/hyp.7917.
  • Engman, E. T. 1996. “Remote Sensing Applications to Hydrology: Future Impact.” Hydrological Sciences Journal 41 (4): 637–647. doi:10.1080/02626669609491530.
  • Fortin, J., R. Turcotte, S. Massicotte, R. Moussa, J. Fitzback, and J. Villeneuve. 2001a. “Distributed Watershed Model Compatible with Remote Sensing and GIS Data. I: Description of Model.” Journal of Hydrologic Engineering 6 (2): 91–99. doi:10.1061/(ASCE)1084-0699(2001)6:2(91).
  • Fortin, J., R. Turcotte, S. Massicotte, R. Moussa, J. Fitzback, and J. Villeneuve. 2001b. “Distributed Watershed Model Compatible with Remote Sensing and GIS Data. II: Application to Chaudière Watershed.” Journal of Hydrologic Engineering 6 (2): 100–108. [Crossref][https://doi.org/10.1061/(ASCE)1084-0699(2001)6:2(100)]
  • Fortin, V., and R. Turcotte. 2007. Le Modèle Hydrologique MOHYSE (Bases Théoriques et Manuel de L’usager). Montreal, Canada: Université du Québec à Montréal Department of Earth Sciences and Atmospheric, 17.
  • Hansen, N., and A. Ostermeier. 2001. “Completely Derandomized Self-Adaptation in Evolution Strategies.” Evolutionary Computation 9 (2): 159–195. doi:10.1162/106365601750190398.
  • Huang, Y., A. Bárdossy, and K. Zhang. 2019. “Sensitivity of Hydrological Models to Temporal and Spatial Resolutions of Rainfall Data.” Hydrology and Earth System Sciences 23 (6): 2647–2663. doi:10.1002/hyp.13251.
  • Huot, P.-L., A. Poulin, and S. Alarie. 2014. Évaluation de Méthodes D’optimisation Pour le Calage Efficace de Modèles Hydrologiques Coûteux en Temps de Calculs. École de Technologie Supérieure.
  • Ingber, L. 1996. “Adaptive Simulated Annealing (ASA): Lessons Learned.” Control and Cybernetics 25: 33–54.
  • Kruskal, W. H., and W. A. Wallis. 1952. “Use of Ranks in One-Criterion Variance Analysis.” Journal of the American Statistical Association 47 (260): 583–621. doi:10.1080/01621459.1952.10483441.
  • Lobligeois, F., V. Andréassian, C. Perrin, P. Tabary, and C. Loumagne. 2014. “When Does Higher Spatial Resolution Rainfall Information Improve Streamflow Simulation? An Evaluation Using 3620 Flood Events.” Hydrology and Earth System Sciences 18 (2): 575–594.
  • Mareuil, A., R. Leconte, F. Brissette, and M. Minville. 2007. “Impacts of Climate Change on the Frequency and Severity of Floods in the Châteauguay River Basin, Canada.” Canadian Journal of Civil Engineering 34 (9): 1048–1060. doi:10.1139/l07-022.
  • Martel, J.-L., K. Demeester, F. Brissette, A. Poulin, and R. Arsenault. 2017. “HMETS – A Simple and Efficient Hydrology Model for Teaching Hydrological Modelling, Flow Forecasting and Climate Change Impacts.” International Journal of Engineering Education 33 (4): 1307–1316.
  • Michaud, J., and S. Sorooshian. 1994. “Comparison of Simple versus Complex Distributed Runoff Models on a Midsized Semiarid Watershed.” Water Resources Research 30 (3): 593–605. doi:10.1029/93WR03218.
  • Minville, M., F. Brissette, and R. Leconte. 2008. “Uncertainty of the Impact of Climate Change on the Hydrology of a Nordic Watershed.” Journal of Hydrology 358 (1-2): 70–83. doi:10.1016/j.jhydrol.2008.05.033.
  • Minville, M., D. Cartier, C. Guay, L.-A. Leclaire, C. Audet, S. Le Digabel, and J. Merleau. 2014. “Improving Process Representation in Conceptual Hydrological Model Calibration Using Climate Simulations.” Water Resources Research 50 (6): 5044–5073. doi:10.1002/2013WR013857.
  • Moriasi, D. N., J. G. Arnold, M. W. Van Liew, R. L. Bingner, R. D. Harmel, and T. L. Veith. 2007. “Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations.” Transactions of the ASABE 50 (3): 885–900. doi:10.13031/2013.23153.
  • Music, B., and D. Caya. 2007. “Evaluation of the Hydrological Cycle over the Mississippi River Basin as Simulated by the Canadian Regional Climate Model (CRCM).” Journal of Hydrometeorology 8 (5): 969–988. doi:10.1175/JHM627.1.
  • Nash, J. E., and J. 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.
  • Nayak, A., D. Marks, D. G. Chandler, and M. Seyfried. 2010. “Long-Term Snow, Climate, and Streamflow Trends at the Reynolds Creek Experimental Watershed, Owyhee Mountains, Idaho, United States.” Water Resources Research 46 (6): W06519. doi:10.1029/2008WR007525.
  • Pechlivanidis, I. G., B. M. Jackson, N. R. McIntyre, and H. S. Wheater. 2011. “Catchment Scale Hydrological Modelling: A Review of Model Types, Calibration Approaches and Uncertainty Analysis Methods in the Context of Recent Developments in Technology and Applications.” Global NEST Journal 13 (3): 193–214.
  • Perrin, C., C. Michel, and V. Andréassian. 2003. “Improvement of a Parsimonious Model for Streamflow Simulation.” Journal of Hydrology 279 (1–4): 275–289. doi:10.1016/S0022-1694(03)00225-7.
  • 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.
  • Reed, S., V. Koren, M. Smith, Z. Zhang, F. Moreda, D.-J. Seo, and and Dmip Participants. 2004. “Overall Distributed Model Intercomparison Project Results.” Journal of Hydrology 298 (1–4): 27–60. doi:10.1016/j.jhydrol.2004.03.031.
  • Refsgaard, J. C., and J. Knudsen. 1996. “Operational Validation and Intercomparison of Different Types of Hydrological Models.” Water Resources Research 32 (7): 2189–2202. doi:10.1029/96WR00896.
  • Renard, K. G., M. H. Nichols, D. A. Woolhiser, and H. B. Osborn. 2008. “A Brief Background on the U.S. Department of Agriculture Agricultural Research Service Walnut Gulch Experimental Watershed.” Water Resources Research 44 (5): W05S02. doi:10.1029/2006WR005691.
  • Singh, V., and D. Woolhiser. 2002. “Mathematical Modeling of Watershed Hydrology.” Journal of Hydrologic Engineering 7 (4): 270–292. doi:10.1061/(ASCE)1084-0699(2002)7:4(270).
  • Smith, M. B., K. P. Georgakakos, and X. Liang. 2004. “The Distributed Model Intercomparison Project (DMIP).” Journal of Hydrology 298 (1–4): 1–3. doi:10.1016/j.jhydrol.2004.05.001.
  • Smith, M. B., and H. V. Gupta. 2012. “The Distributed Model Intercomparison Project (DMIP) – Phase 2 Experiments in the Oklahoma Region, USA.” Journal of Hydrology 418–419: 1–2. doi:10.1016/j.jhydrol.2011.09.036.
  • Smith, M. B., V. Koren, S. Reed, Z. Zhang, Y. Zhang, F. Moreda, Z. Cui, N. Mizukami, E. A. Anderson, and B. A. Cosgrove. 2012. “The Distributed Model Intercomparison Project – Phase 2: Motivation and Design of the Oklahoma Experiments.” Journal of Hydrology 418–419: 3–16. doi:10.1016/j.jhydrol.2011.08.055.
  • Smith, M. B., V. Koren, Z. Zhang, Y. Zhang, S. M. Reed, Z. Cui, F. Moreda, B. A. Cosgrove, N. Mizukami, and E. A. Anderson. 2012. “Results of the DMIP 2 Oklahoma Experiments.” Journal of Hydrology 418–419: 17–48. doi:10.1016/j.jhydrol.2011.08.056.
  • Smith, M. B., D.-J. Seo, V. I. Koren, S. M. Reed, Z. Zhang, Q. Duan, F. Moreda, and S. Cong. 2004. “The Distributed Model Intercomparison Project (DMIP): Motivation and Experiment Design.” Journal of Hydrology 298 (1-4): 4–26. doi:10.1016/j.jhydrol.2004.03.040.
  • Tolson, B. A., and C. A. Shoemaker. 2007. “Dynamically Dimensioned Search Algorithm for Computationally Efficient Watershed Model Calibration.” Water Resources Research 43 (1): W01413. doi:10.1029/2005WR004723.
  • Turcotte, R., P. Lacombe, C. Dimnik, and J.-P. Villeneuve. 2004. “Distributed Hydrological Prediction for the Management of Quebec’s Public Dams [Prevision Hydrologique Distribuee Pour la Gestion Des Barrages Publics du Quebec].” Canadian Journal of Civil Engineering 31 (2): 308–320. doi:10.1139/l04-011.
  • Uppala, S. M., P. W. KÅllberg, A. J. Simmons, U. Andrae, V. Da Costa Bechtold, M. Fiorino, J. K. Gibson, et al. 2005. “The ERA-40 Re-Analysis.” Quarterly Journal of the Royal Meteorological Society 131 (612): 2961–3012. doi:10.1256/qj.04.176.
  • Valéry, A., V. Andréassian, and C. Perrin. 2014a. “As Simple as Possible but Not Simpler’: What is Useful in a Temperature-Based Snow-Accounting Routine? Part 1 – Comparison of Six Snow Accounting Routines on 380 Catchments.” Journal of Hydrology 517: 1166–1175. doi:10.1016/j.jhydrol.2014.04.059.
  • Valéry, A., V. Andréassian, and C. Perrin. 2014b. “As Simple as Possible but Not Simpler’: What is Useful in a Temperature-Based Snow-Accounting Routine? Part 2 – Sensitivity Analysis of the Cemaneige Snow Accounting Routine on 380 Catchments.” Journal of Hydrology 517: 1176–1187. doi:https://doi.org/10.1016/j.jhydrol.2014.04.058
  • Wu, W., A. H. Lynch, S. Drobot, J. Maslanik, A. D. McGuire, and U. Herzfeld. 2007. “Comparative Analysis of the Western Arctic Surface Climate among Observations and Model Simulations.” Earth Interactions 11 (6): 1–24. doi:10.1175/EI202.1.
  • Zeng, Q., H. Chen, C.-Y. Xu, M.-X. Jie, J. Chen, S. Guo, and J. Liu. 2018. “The Effect of Rain Gauge Density and Distribution on Runoff Simulation Using a Lumped Hydrological Modelling Approach.” Journal of Hydrology 563: 106–122. doi:10.1016/j.jhydrol.2018.05.058.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.