PREDICTING MAXIMUM DISCHARGE IN ALGERIA WADIS USING DIMENSIONAL ANALYSIS AND STATISTICAL MODELING A CASE STUDY OF SEMI-ARID WATERSHEDS

F. SAKHRAOUI, T. HERIZI

Abstract


Accurate estimation of maximum discharge (Qmax) is essential for hydraulic infrastructure design and flood management in semi-arid regions, particularly where hydrometric data are scarce. This study presents a physically meaningful and regionally calibrated empirical model to estimate Qmax in Algerian wadis, combining approach of dimensional analysis and statistical modeling. Based on data from 60 watersheds provided by the Algerian National Agency for Hydraulic Resources (NAHR), the model integrates three key watershed descriptors: catchment area (A), rainfall intensity (Ptc), and average slope (S). The proposed model demonstrates strong predictive accuracy, with a correlation coefficient of R = 0.97 and a mean normalized error of 15% in the validation phase. Comparative tests against widely used formulas (Giandotti, Mallet-Gauthier, Sokolovsky, Turazza) reveals that the proposed model yields significantly lower errors and better prediction stability. Additionally, 66.6% of the estimates fall within ±10% of observed values, compared to just 3-13% for conventional methods. These results underscore the model’s utility as a reliable, simple, and transferable tool for peak discharge estimation in data-scarce, semi-arid environments such as Algeria.


Keywords


Maximum discharge, Statistical modeling, Dimensional analysis, Algerian wadis, Flood management.

Full Text:

PDF

References


ABDEDDAIM H., BENKHALED A. (2016). Influence of the hydrographic network on hydrologic response "in northeast watersheds of Algeria”, Larhyss Journal, No 27, pp. 313-335. (In French)

ABDI I., MEDDI M. (2015). Rainfall-runoff modeling distributed in two watersheds in eastern Algeria, Larhyss Journal, No 23, pp. 7-22. (In French)

ACHOUR B., HOUICHI L. (2019). Hydraulic conditions of submerged small overspill dams, Larhyss Journal, No 38, pp. 49-58. (In French)

ACHOUR B., HOUICHI L. (2025). Dimensionless modeling of submerged flow conditions in small overflow dams, Larhyss Journal, No 63, pp. 135-154.

ABDEDDAIM H., BENKHALED A. (2016). Influence of the hydrographic network on hydrologic response "in northeast watersheds of Algeria”, Larhyss Journal, No 27, pp. 313-335. (In French)

ADDOR N., NEWMAN A.J., MIZUKAMI N., CLARK M.P. (2020). The CAMELS datasets: Catchment attributes and meteorology for large-sample studies, Hydrological Processes, Vol. 34, No 14, pp. 3607-3612.

https://doi.org/10.1002/hyp.13807

AQNOUY M., EL MESSARI J.E.S., BOUADILA A., BOUIZROU I., MANSOUR M.R.A. (2018). Application of the HEC-HMS hydrological model in a Mediterranean watershed (Oued Laou, Northern Morocco), International Journal of Innovative Applied Studies, Vol. 24, pp. 1773-1781.

AROUA N. (2020). Flood risk reduction strategy in Algiers a brief modern history (XVIthC -XIXthC), Larhyss Journal, No 43, pp. 73-89.

ATALLAH M., DJELLOULI F., HAZZEB A. (2024). Rainfall-runoff modeling using the HEC-HMS model for the Mekerra wadi watershed (N-W Algeria), Larhyss Journal, No 57, pp. 187-208.

ATHMANI H., BOUKEHLIFI KOUIDER D., BENSEFIA S., DJAFRI S.A. (2025). Flood risk assessment in arid regions based on hydraulic modeling with HEC-RAS. case study of wadi Tamda in Doucen, Algeria, Larhyss Journal, No 61, pp. 81-109.

AYARI K., DJEBBI M., CHAKROUN H. (2016). Flood risk mapping of the city of El Bab Medjez by the overflow of the Medjerda, Larhyss Journal, No 25, pp. 285-307. (In French)

AZIZ Y.W., SAEED M.A.H., AHMED S.S. (2020). Estimation of annual runoff and peak flow at Nazanin catchment in Erbil, Kurdistan region, Iraqi Geological Journal, Vol. 53, pp. 96–106.

https://doi.org/10.46717/igj.53.2E.7Ms-2020-11-29

BARENBLATT G.I. (1987). Dimensional analysis, Gordon and Breach, Science Publishers, Amsterdam.

BAUDHANWALA D., KANTHARIA V., PATEL D., MEHTA D., WAIKHOM S. (2023). Applicability of SWMM for urban flood forecasting a case study of the western zone of Surat city, Larhyss Journal, No 54, pp. 71-83.

BAUDHANWALA D., MEHTA D., KUMAR V. (2024). Machine learning approaches for improving precipitation forecasting in the Ambica River basin of Navsari District, Gujarat, Water Practice and Technology, Vol. 19, Issue 4, pp. 1315–1329. https://doi.org/10.2166/wpt.2024.079

BEKHIRA A., HABI M., MORSLI B. (2019). The management of flood risk and development of watercourses in urban areas: case of the town of Bechar, Larhyss Journal, No 37, pp. 75-92. (In French)

BENKHALED. A., REZGUI. Z., SAKHRAOUI. F. (2013). Floods in Abiod wadi: analysis of database, Larhyss Journal, No 14, pp. 179-191.

BEN SAID M., HAFNAOUI M.A., HACHEMI A., MADI M., BENMALEK A. (2024). Evaluating the effectiveness of the existing flood risk protection measures along wadi Deffa in El-Bayadh city, Algeria, Larhyss Journal, No 59, pp. 7-28.

BENSLIMANE M., BERREKSI A., BENMAMAR S., BOUACH A. (2020). Flood risk numerical simulation of Bejaia city urban zone (Algeria), Larhyss Journal, No 42, pp. 167-178.

BEVEN K. (2012). Rainfall-Runoff Modelling: The Primer, 2nd Edition, John Wiley and Sons, Chichester.

https://doi.org/10.1002/9781119951001

BEVEN K.J., KIRKBY M.J., SCHOFIELD N., TAGG A.F. (1984). Testing a physically-based flood forecasting model (TOPMODEL) for three UK catchments, Journal of Hydrology, Vol. 69, Issues 1-4, pp. 119–143.

https://doi.org/10.1016/0022-1694(84)90159-8

BJERKLIE D.M., DINGMAN S.L., BOLSTER C.H. (2005). Comparison of constitutive flow resistance equations based on the Manning and Chezy equations applied to natural rivers, Water Resources Research, Vol. 41, No 11.

https://doi.org/10.1029/2004WR003776

BJERKLIE D.M., DINGMAN S.L., VOROSMARTY C.J., BOLSTER C.H., CONGALTON R.G. (2003). Evaluating the potential for measuring river discharge from space, Journal of Hydrology, Vol. 278, Issues 1-4, pp. 17–38.

https://doi.org/10.1016/S0022-1694(03)00129-X

BLÖSCHL G., NESTER T., KOMMA J., PARAJKA J., PERDIGÃO R.A.P. (2013). The June 2013 flood in the Upper Danube Basin, and comparisons with the 2002, 1954 and 1899 floods, Hydrology and Earth System Sciences, Vol. 17, Issue 12, pp. 5197–5212.

https://doi.org/10.5194/hess-17-5197-2013

BOUCHARD G., GAJEWSKI K., HAMILTON P.B. (2004). Freshwater diatom biogeography in the Canadian Arctic Archipelago, Journal of Biogeography, Vol. 31, Issue 12, pp. 1955–1973.

https://doi.org/10.1111/j.1365-2699.2004.01152.x

BOULGHOBRA N. (2013). Developing a protection plan against the riverine flood risk in urban area the case of Skikda (north-east Algeria), Larhyss Journal, No 13, pp. 31-45.

BRATH A., MONTANARI A., MORETTI G. (2006). Assessing the effect on flood frequency of land use change via hydrological simulation (with uncertainty), Journal of Hydrology, Vol. 324, Issues 1-4, pp. 141-153.

https://doi.org/10.1016/j.jhydrol.2005.10.001

CASTELLARIN A. (2007). Probabilistic envelope curves for design flood estimation at ungauged sites, Water Resources Research, Vol. 43, No 4.

https://doi.org/10.1029/2005WR004384

CHERKI K. (2019). Daily and instantaneous flood forecasting using artificial neural networks in a north-west Algerian watershed, Larhyss Journal, No 40, pp. 27-43.

DI STEFANO C., NICOSIA A., PAMPALONE V., PALMERI V., FERRO V. (2019). Rill flow resistance law under equilibrium bed-load transport conditions, Hydrological Processes, Vol. 33, No 9, pp. 1317–1323.

https://doi.org/10.1002/hyp.13402

DIEDEREN D., LIU Y., GOULDBY B., DIERMANSE F., VOROGUSHYN S. (2019). Stochastic generation of spatially coherent river discharge peaks for continental event-based flood risk assessment, Natural Hazards and Earth System Sciences, Vol. 19, No 5, pp. 1041–1053.

https://doi.org/10.5194/nhess-19-1041-2019

DINGMAN S., SHARMA K. (1997). Statistical development and validation of discharge equations for natural channels, Journal of Hydrology, Vol. 199, Issues 1-2, pp. 13–35.

https://doi.org/10.1016/S0022-1694(96)03313-6

EZZ H. (2025). Unexpected flooding in Mersa Matruh, Egypt - Investigating causes, hydrological analysis, and flood risk assessment, Larhyss Journal, No 61, pp. 371-399.

FALCONE J.A., CARLISLE D.M., WOLOCK D.M., MEADOR M.R. (2010). GAGES: A stream gage database for evaluating natural and altered flow conditions in the conterminous United States, Ecology, Vol. 91, No 2, p. 621.

FALTER D., DUNG N.V., VOROGUSHYN S., SCHRÖTER K., MERZ B. (2014). Continuous large-scale simulation model for flood risk assessments: proof of concept, Journal of Flood Risk Management, Vol. 9, No 1, pp. 3-21.

https://doi.org/10.1111/jfr3.12105

FAREGH W., BENKHALED A. (2016). GIS based SCS-CN method for estimating runoff in Sigus watershed, Larhyss Journal, No 27, pp. 257-276. (In French)

FERRO V. (2018). Assessing flow resistance in gravel bed channels by dimensional analysis and self-similarity, CATENA, Vol. 169, pp. 119-127.

https://doi.org/10.1016/j.catena.2018.05.034

FERRO V., PORTO P. (2018). Applying hypothesis of self-similarity for flow-resistance law in Calabrian gravel-bed rivers, Journal of Hydraulic Engineering, Vol. 144, No 2, Paper ID 04017061.

https://doi.org/10.1061/(ASCE)HY.1943-7900.0001385

FERRO V., PORTO P. (2019). Closure to “Applying hypothesis of self-similarity for flow-resistance law in Calabrian gravel-bed rivers”, Journal of Hydraulic Engineering, Vol. 145, No 4, Paper ID 07019002.

https://doi.org/10.1061/(ASCE)HY.1943-7900.0001575

FEYERA A., HIRPA M.G., THOMAS M. (2010). River flow fluctuation analysis: Effect of watershed area, Water Resources Research, Vol. 46, No 12.

https://doi.org/10.1029/2009WR009000

FLETCHER T.D., ANDRIEU H., HAMEL P. (2013). Understanding management and modelling of urban hydrology and its consequences for receiving waters: A state of the art, Advances in Water Resources, Vol. 51, pp. 261–279.

https://doi.org/10.1016/j.advwatres.2012.09.001

FOX R.W., McDONALD A.T., PRITCHARD P.J. (2003). Introduction to Fluid Mechanics, 6th edition, John Wiley and Sons, New York, USA.

FULLER W.E. (1913). Flood flows, Transactions of the American Society of Civil Engineers, Vol. 77, pp. 564–617.

GOLUBSTOV V. (1969). Hydraulic resistance and formula for computing the average low velocity of mountain rivers, Soviet Hydrology, Vol. 5, pp. 500-511.

HACHEMI A., BENKHALED A. (2016). Flood-duration-frequency modeling application to wadi Abiodh, Biskra (Algeria), Larhyss Journal, No 27, pp. 277-297.

HAFNAOUI M.A., BOULTIF M., DABANLI I. (2023). Floods in Algeria: analyzes and statistics, Larhyss Journal, No 56, pp. 351-369.

HAMLAT A., KADRI C.B., GUIDOUM A., BEKKAYE H. (2021). Flood hazard areas assessment at a regional scale in M'zi wadi basin, Algeria, Journal of African Earth Sciences, Vol. 182, Paper ID 104281.

https://doi.org/10.1016/j.jafrearsci.2021.104281.

HARMAN C.J., SIVAPALAN M., KUMAR P. (2009). Power law catchment-scale recession arising from heterogeneous linear small-scale dynamics, Water Resources Research, Vol. 45, Paper IDW09404.

https://doi.org/10.1029/2008WR007392

HEFFERNAN J.E., TAWN J.A. (2004). A conditional approach for multivariate extreme values (with discussion), Journal of the Royal Statistical Society: Series B, Vol. 66, No 3, pp. 497-546.

https://doi.org/10.1111/j.1467-9868.2004.02050

HOUICHI L. (2017). Appropriate formula for estimating rainfall intensity of selected duration and frequency: A case study, Larhyss Journal, No 30, pp. 67-87. (In French)

JARRETT R. (1984). Hydraulics of high-gradient streams, Journal of Hydraulic Engineering, Vol. 110, No 11, pp. 1519-1539.

JIN H., LIANG R., WANG Y., TUMULA P. (2015). Flood-runoff in semi-arid and sub-humid regions: A case study-Simulation of Jianghe watershed in Northern China, Water, Vol. 7, pp. 5155-5172.

KEEF C., TAWN J.A., LAMB R. (2012). Estimation of the probability of widespread floods, Environmetrics, Vol. 24, No 1, pp. 13-21.

https://doi.org/10.1002/env.2190

KHERDE R.V., MEHTA D.J., MORE K.C., SAWANT P.H. (2024). Dynamic watershed modelling: HEC-HMS analysis of a tropical watershed, Larhyss Journal, No 60, pp. 87–111.

KOUADIO Z.A., SORO G.E., KOUAKOU K.E., GOULA BI T.A., SAVANE I. (2018). Frequent flooding in Agboville (Côte d'Ivoire): what origins? Larhyss Journal, No 33, pp. 189-207. (In French)

MAVIS F.T., LIU T., SOUCEK E. (1937). The transportation of detritus by flowing water, New Series No 341, Bulletin No 1, University of Iowa, Iowa City, Iowa (IA), USA.

McCUEN R. (1998). Hydrologic Analysis and Design, 2nd edition, Prentice Hall, Englewood Cliffs, NJ, USA.

McMILLAN H., KRUEGER T., FREER J. (2011). Benchmarking observational uncertainties for hydrology: Rainfall, river discharge and water quality, Hydrological Processes, Vol. 26, No 26, pp. 4078-4111.

https://doi.org/10.1002/hyp.9384

MEHTA D., DHABUWALA J., YADAV S.M., KUMAR V., AZAMATHULLA H.M. (2023). Improving flood forecasting in Narmada River basin using hierarchical clustering and hydrological modelling, Results in Engineering, Vol. 20.

https://doi.org/10.1016/j.rineng.2023.101571.

MEHTA D., ACHOUR B., PASTAGIA J., AZAMATHULLA H., VERMA S. (2023). Review of reservoir operation, Larhyss Journal, No 56, pp. 193-214.

MEHTA D., YADAV S. (2024). Rainfall runoff modelling using HEC-HMS model: case study of Purna river basin, Larhyss Journal, No 59, pp. 101-118.

MERZ R., BLÖSCHL G. (2009). A regional analysis of event runoff coefficients with respect to climate and catchment characteristics in Austria, Water Resources Research, Vol. 45, No 1, Paper ID W01405.

https://doi.org/10.1029/2008WR007163

MEZENNER N., BENKACI T., BERMAD A., DECHEMI N. (2022). Dam reservoir operation optimization using genetic algorithm and principal component analysis simulation model - case of dam Ghrib, Larhyss Journal, No 51, pp. 145-160.

MORLAT G. (1951). Note on flood flow estimation, La Houille Blanche, October, pp. 663-681. (In French)

MRAD D., DJEBBAR Y., HAMMAR Y. (2018). Analysis of trend rainfall: Case of North-Eastern Algeria, Journal of Water and Land Development, Vol. 36, pp. 105–115.

https://doi.org/10.2478/jwld-2018-0011

NATARAJAN S., RADHAKRISHNAN N. (2019). Simulation of extreme event-based rainfall–runoff process of an urban catchment area using HEC-HMS, Modeling Earth Systems and Environment, Vol. 5, pp. 1867-1881.

NEAL J., KEEF C., BATES P., BEVEN K., LEEDAL D. (2012). Probabilistic flood risk mapping including spatial dependency, Hydrological Processes, Vol. 27, Issue 9, pp. 1349–1363. (In French)

NORBIATO D., BORGA M., MERZ R., BLÖSCHL G., CARTON A. (2009). Controls on event runoff coefficients in the eastern Italian Alps, Journal of Hydrology, Vol. 375, Issues 3-4, pp. 312-325.

OBERAUER M., LEHMANN B. (2023). Modifying 2D surface models in urban flood analysis, Journal of Hydrology, Vol. 625.

https://doi.org/10.1016/j.jhydrol.2023.130063

PAPPENBERGER F., DUTRA E., WETTERHALL F., CLOKE H.L. (2012). Deriving global flood hazard maps of fluvial floods through a physical model cascade, Hydrology and Earth System Sciences, Vol. 16, Issue 11, pp. 4143-4156.

PRAMANIK N., PANDA R.K., SEN D. (2010). Development of design flood hydrographs using probability density functions, Hydrological Processes, Vol. 24, Issue 4, pp. 415–428.

RAIFORD J.P., AZIZ N.M., KHAN A.A., POWELL D.N. (2007). Rainfall depth duration–frequency relationships for South Carolina, North Carolina, and Georgia, American Journal of Environmental Sciences, Vol. 3, Issue 2, pp. 78-84.

RECKING A. (2006). An experimental study of grain sorting effects on bedload, Doctoral Thesis, National Institute of Applied Sciences of Lyon (INSA), Villeurbanne, Lyon, France.

RECKING A., FREY P., PAQUIER A., BELLEUDY P., CHAMPAGNE J. (2008). Feedback between bed load transport and flow resistance in gravel and cobble bed rivers, Water Resources Research, Vol. 44, Issue 5.

RÉMÉNIÉRAS G. (1986). Engineering hydrology, Eyrolles Editions, Paris, France. (In French)

RIAHI R., BELAID H., HATIRA A., BACCOUCHE S. (2020). Contribution to the study of runoff and erosion of low slope homogeneous hydrological units of a watershed of the middle valley of Medjerda (Tunisia), Larhyss Journal, No 43, pp. 119-137.

RIGGS H.C. (1976). A simplified slope-area method for estimating flood discharges in natural channels, Journal of Research of the U.S. Geological Survey, Vol. 4, Issue 3, pp. 285-291.

SALHI H., ABDELMOUNAIM H., BELKHIRI L., MOUNI L. (2024). Evaluation of the spatial distribution of the extreme rainfall across Algeria, Environmental Earth Sciences, Vol. 83, Issue 14.

https://doi.org/10.1007/s12665-024-11746-4

SHAIKH A.F., BHIRUD Y.L., MORE S.B., PAWAR A.D., VAIDYA O.V. (2024). Comparative analysis of optimization algorithms for reservoir operations: a case study on Ukai dam, Larhyss Journal, No 58, pp. 179-196.

SAMPATH D., WEERAKOON S., HERATH S. (2015). HEC-HMS model for runoff simulation in a tropical catchment with intra-basin diversions: Case study of the Deduru Oya River Basin, Sri Lanka, Journal of the Institution of Engineers, Vol. 48, pp. 1-9.

SARI AHMED A. (2002). Initiation to surface hydrology, 2nd Edition, Homa Distribution Presse, Algeria. (In French)

VERMA S., MEHTA D., PANDEY A., MALANI S., PANDEY R. (2024). Flood Hazard: A QGIS Plugin for Assessing Flood Consequences, Journal of Water Management Modeling, Vol. 32.

https://doi.org/10.14796/JWMM.C529

WINSEMIUS H.C., VAN BEEK L.P.H., JONGMAN B., WARD P.J., BOUWMAN A. (2013). A framework for global river flood risk assessments, Hydrology and Earth System Sciences, Vol. 17, Issue 5, pp. 1871-1892.

YAMAZAKI D., KANAE S., KIM H., OKI T. (2011). A physically based description of floodplain inundation dynamics in a global river routing model, Water Resources Research, Vol. 47, Issue 4.

ZEGAIT R., PIZZO H.S. (2023). Flood control reservoir using VBA simulation case of Idles basin in southern Algeria, Larhyss Journal, No 53, pp. 41-60.

ZHANG Q., DIAO Y.-F., DONG J. (2014). Impacts of water surface area of watershed on design flood, Water Science and Engineering, Vol. 7, Issue 1, pp. 41-48.

ZHOU F., GUO S.L., FANG B., CHAI X.L. (2004). Design flood estimation for ungauged basins by using regional regression analysis, Water Power, Vol. 30, Issue 7, pp. 10-13.


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution 3.0 License.