Flood frequency analysis by an event-based rainfall-runoff model in selected catchments of southern Poland

https://doi.org/10.17221/153/2017-SWRCitation:Młyński D., Petroselli A., Walega A. (2018): Flood frequency analysis by an event-based rainfall-runoff model in selected catchments of southern Poland. Soil & Water Res., 13: 170-176.
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The study evaluated the applicability of Event-Based Approach for Small and Ungauged Basins (EBA4SUB) for calculating annual peak flows with a specific return period (QT) in southern Poland. Data used in the calculations in a form of observation series of annual peak flows were derived from the Institute of Meteorology and Water Management in Warsaw and covered a multi-year period 1971–2015. The data were statistically verified for their homogeneity, significance of monotonic trends, outliers and equality of variances. Peak flows with a given return period were estimated by a statistical method of Pearson Type III distribution, and by EBA4SUB model. The analysis showed that QT for the investigated catchments was the most accurately matching the values derived from the statistical method when EBA4SUB model was employed. This was evidenced by the values of average relative errors that reached 34% for EBA4SUB model (with beta hyetograph). The results of the study demonstrated usefulness of EBA4SUB model for the estimation of QT quantiles in catchments of the upper Vistula water region.

References:
Adib A., Salarijazi M., Vaghefi M., Mahmoodian-Shoosh-tari M., Akhondali A.M. (2011): Comparison between characteristics of Geomorphoclimatic Instantaneous Unit hydrograph be produced by GcIUH based Clark model and Clark IUH model. Journal of Marine Science and Technology, 19: 201–209.
 
Fernandez Abdiel, Adamowski Jan, Petroselli Andrea (2016): Analysis of the behavior of three digital elevation model correction methods on critical natural scenarios. Journal of Hydrology: Regional Studies, 8, 304-315  https://doi.org/10.1016/j.ejrh.2016.09.009
 
Gądek Wiesław, Baziak Beata, Tokarczyk Tamara (2017): Nonparametric design hydrograph in the gauged cross sections of the Vistula and Odra basin. Meteorology Hydrology and Water Management, 5, 53-61  https://doi.org/10.26491/mhwm/67911
 
Heber Green W., Ampt G. A. (1911): Studies on Soil Phyics.. The Journal of Agricultural Science, 4, 1-  https://doi.org/10.1017/S0021859600001441
 
Grimaldi Salvatore, Petroselli Andrea (2014): Do we still need the Rational Formula? An alternative empirical procedure for peak discharge estimation in small and ungauged basins. Hydrological Sciences Journal, 60, 67-77  https://doi.org/10.1080/02626667.2014.880546
 
Grimaldi Salvatore, Teles Vanessa, Bras Rafael L. (2004): Sensitivity of a physically based method for terrain interpolation to initial conditions and its conditioning on stream location. Earth Surface Processes and Landforms, 29, 587-597  https://doi.org/10.1002/esp.1053
 
Grimaldi Salvatore, Petroselli Andrea, Alonso Gustavo, Nardi Fernando (2010): Flow time estimation with spatially variable hillslope velocity in ungauged basins. Advances in Water Resources, 33, 1216-1223  https://doi.org/10.1016/j.advwatres.2010.06.003
 
Grimaldi S., Petroselli A., Nardi F. (2012): A parsimonious geomorphological unit hydrograph for rainfall–runoff modelling in small ungauged basins. Hydrological Sciences Journal, 57, 73-83  https://doi.org/10.1080/02626667.2011.636045
 
Grimaldi S., Petroselli A., Romano N. (2013a): Curve-Number/Green–Ampt mixed procedure for streamflow predictions in ungauged basins: Parameter sensitivity analysis. Hydrological Processes, 27: 1265–1275.
 
Grimaldi S., Petroselli A., Romano N. (2013b): Green-Ampt curve number mixed procedure as an empirical tool for rainfall-runoff modelling in small and ungauged basins. Hydrological Processes, 27: 1253–1264.
 
Hingray B., Picouet C., Musy A. (2014): Hydrology. A Science for Engineers. London, CRC Press.
 
Kowalik Tomasz, Walega Andrzej (2015): Estimation of CN Parameter for Small Agricultural Watersheds Using Asymptotic Functions. Water, 7, 939-955  https://doi.org/10.3390/w7030939
 
Leclerc G., Schaake J.C. (1972): Derivation of Hydrologic Frequency Curves. Report 142. Cambridge, Massechusetts Institute of Technology.
 
McCuen Richard H., Levy Benjamin S. (2000): Evaluation of Peak Discharge Transposition. Journal of Hydrologic Engineering, 5, 278-289  https://doi.org/10.1061/(ASCE)1084-0699(2000)5:3(278)
 
Mejure N. (2011): Flood frequency analysis using the Gumbel distribution. International Journal of Computer Science and Engineering, 3: 2774–2778.
 
Młyński D. (2016): Analysis of the form of probability distribution to calculate flood frequency in selected mountain river. Episteme, 30: 399–412. (in Polish)
 
NARDI FERNANDO, GRIMALDI SALVATORE, SANTINI MONIA, PETROSELLI ANDREA, UBERTINI LUCIO (2008): Hydrogeomorphic properties of simulated drainage patterns using digital elevation models: the flat area issue / Propriétés hydro-géomorphologiques de réseaux de drainage simulés à partir de modèles numériques de terrain: la question des zones planes. Hydrological Sciences Journal, 53, 1176-1193  https://doi.org/10.1623/hysj.53.6.1176
 
NRCS (2008): Hydrology. National Engineering Handbook. Washington D.C., USDA, Part 630.
 
Oliveira F., Stolpa D. (2003): Effect of the storm hyetograph duration and shape on the watershed response. In: Proc. 82nd Annual Meeting of the Transportation Research Board. Washington DC, USA.
 
Petroselli A., Grimaldi S. (2015): Design hydrograph estimation in small and fully ungauged basins: a preliminary assessment of the EBA4SUB framework. Journal of Flood Risk Management, 8: 1–14.
 
Petroselli A., Fernandez Alvarez A. (2012): The flat area issue in DEMs and its consequences on the rainfall-runoff modeling. GIScience & Remote Sensing, 49: 711–734.
 
Rogger M., Kohl B., Pirkl H., Viglione A., Komma J., Kirnbauer R., Merz R., Blöschl G. (2012): Runoff models and flood frequency statistics for design flood estimation in Austria – do they tell a consistent story? Journal of Hydrology, 456–457: 30–43.
 
Santini Monia, Grimaldi Salvatore, Nardi Fernando, Petroselli Andrea, Rulli Maria Cristina (2009): Pre-processing algorithms and landslide modelling on remotely sensed DEMs. Geomorphology, 113, 110-125  https://doi.org/10.1016/j.geomorph.2009.03.023
 
Schaefli B., Hingray B., Niggli M., Musy A. (2005): A conceptual glacio-hydrological model for high mountainous catchments. Hydrology and Earth System Sciences, 9, 95-109  https://doi.org/10.5194/hess-9-95-2005
 
Syed A.U., Nejadhashemi A.P., Safferman S., Lusch D., Bartholic J., Segerlind L.J. (2012): A comparative analysis of kinematic wave and SCS unit hydrograph models in semi-arid watershed. In: 19th Int. Conf. Water Resources CMWR, University of Illinois at Urbana-Champaign, June 17–22, 2012.
 
Tarboton David G., Bras Rafael L., Rodriguez-Iturbe Ignacio (1991): On the extraction of channel networks from digital elevation data. Hydrological Processes, 5, 81-100  https://doi.org/10.1002/hyp.3360050107
 
Wałęga Andrzej (2016): The importance of calibration parameters on the accuracy of the floods description in the Snyder’s model. Journal of Water and Land Development, 28, -  https://doi.org/10.1515/jwld-2016-0002
 
Wałęga A., Grzebinoga M., Paluszkiewicz B. (2011): On using the Snyder and Clark unit hydrograph for calculations of flood waves in a highland catchment (the Grabinka River example). Acta Scientiarum Polonorum, Formatio Circumiectus, 10: 47–56.
 
Wałęga A., Drożdżal E., Piórecki M., Radoń R. (2012): Some problems of hydrology modelling of outflow from ungauged catchments with aspect of flood maps design. Acta Scientiarum Polonorum, Formatio Circumiectus, 11: 57–68. (in Polish)
 
Walega Andrzej, Młyński Dariusz, Bogdał Andrzej, Kowalik Tomasz (2016): Analysis of the Course and Frequency of High Water Stages in Selected Catchments of the Upper Vistula Basin in the South of Poland. Water, 8, 394-  https://doi.org/10.3390/w8090394
 
Woodward Donald E., Hoeft Claudia C., Hawkins Richard H., Van Mullem Joe, Ward Tim J. (2010): Discussion of “Modifications to SCS-CN Method for Long-Term Hydrologic Simulation” by K. Geetha, S. K. Mishra, T. I. Eldho, A. K. Rastogi, and R. P. Pandey. Journal of Irrigation and Drainage Engineering, 136, 444-446  https://doi.org/10.1061/(ASCE)IR.1943-4774.0000231
 
Yue Sheng, Pilon Paul, Cavadias George (2002): Power of the Mann–Kendall and Spearman's rho tests for detecting monotonic trends in hydrological series. Journal of Hydrology, 259, 254-271  https://doi.org/10.1016/S0022-1694(01)00594-7
 
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