Skip to main content

Advertisement

Log in

Assessment of potential soil erosion and sediment yield in the semi-arid N′fis basin (High Atlas, Morocco) using the SWAT model

  • Research Article - Hydrology
  • Published:
Acta Geophysica Aims and scope Submit manuscript

Abstract

Arid and semi-arid regions face multiple problems in terms of water management, particularly where surface water is a primary resource. On the northern flank of the High Atlas Mountains (Morocco), deforestation has resulted in soil erosion and siltation of reservoirs. Better characterization of sediment yield is important for reducing the impact of siltation and prolonging the lifespan of dams. The Soil and Water Assessment Tool was used for modeling the N′fis basin in the southern Tensift watershed, leading to a better understanding of the rate of siltation behind Lalla Takerkoust dam. Runoff and sediment yield simulations were evaluated using graphical and statistical methods. The SWAT model performed well in estimating sediment load during the calibration period from 1990 to 2015 (Nash–Sutcliffe efficiency = 0.5–0.62, R2 = 0.5–0.61). The model enabled the determination of soil loss within each hydrological response unit in the watershed. The overall rate was approximately 123 t Ha−1 for an average annual rainfall of 315 mm yr−1. This high yield has to be taken into account for effective water-resources management in the N′fis basin.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Abbaspour KC (2013) SWAT-CUP 2012: SWAT calibration and uncertainty programs—a user manual. EAWAG, Dübendorf, p 103

    Google Scholar 

  • Abbaspour K, Johnson C, van Genuchten M (2004) Estimating uncertain flow and transport parameters using a sequential uncertainty fitting procedure. Vadose Zone J 3:1340–1352

    Article  Google Scholar 

  • Adama A (2015) Analyses sédimentaires, gestion et approche par télédétection et SIG des risques naturels du bassin versant semi-aride de l’oued n’fis. Thèse de doctorat, Université Cadi Ayyad, Maroc.

  • Amrhar M (1995) Tectonique et inversions géodynamiques Post-Rift dans le Haut Atlas Occidental: structures, instabilités tectoniques et magmatisme liés à l’ouverture de l’Atlantique central et la collision Afrique-Europe. Thèse de Doctorat d’état es-sciences. Université Cadi Ayyad, Marrakech

  • Arnold G, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment, part 1: model development. JAWRA 34(1):73–90

    Google Scholar 

  • Arnold JG, Muttiah RS, Srinivasan R, Allen PM (2000) Regional estimation of baseflow and groundwater recharge in the Upper Mississippi River basin. J Hydrol 227(1–4):21–40

    Article  Google Scholar 

  • Arnold JG, Kiniry JR, Srinivasan R, Williams JR, Haney EB, Neitsch SL (2012) Soil assessment tool theoretical documentation, version 2005. Grassland, Soil and Water Research Laboratory—Agricultural, Temple

    Google Scholar 

  • Ballio F, Tait S (2012) Sediment transport mechanics preface to the topical issue. Acta Geophys 60(6):1493–1499

    Article  Google Scholar 

  • Bouraouia F, Benabdallah S, Jrad A, Bidoglio G (2005) Application of the SWAT model on the Medjerda river basin (Tunisia). Phys Chem Earth 30:497–507

    Article  Google Scholar 

  • Bouslihim Y, Kacimi I, Brirhet H, KhatatiM Rochdi A, Pazza N, Miftah A, Yaslo Z (2016) Hydrologic modeling using SWAT and GIS, application to subwatershed Bab-Merzouka (Sebou, Morocco). J Geogr Inf Syst 8(1):20–27

    Google Scholar 

  • Briak H, Moussadek R, AboumariaK Mrabet R (2016) Assessing sediment yield in Kalaya gauged watershed (Northern Morocco) using GIS and SWAT model. Int Soil Water Conserv Res 4(2016):177–185

    Article  Google Scholar 

  • Chaplot V, Saleh A, Jaynes DB (2005) Effect of the accuracy of spatial rainfall information on the modeling of water, sediment, and NO3–N loads at the watershed level. J Hydro 312(1–4):223–234

    Article  Google Scholar 

  • Cheggour A (2008) Mesures de l’érosion hydrique à différentes échelles spatiales dans un bassin versant montagneux semi-aride et spatialisation par des S. I. G.: application au bassin versant de la Rhéraya, Haut Atlas, Maroc. Thèse de doctorat, Université Cadi Ayyad, Faculté des Sciences Semlalia, Marrakech, Maroc, p 231

  • Cho J, Bosch D, Lowrance R, Strickland T, Vellidis G (2009) Effect of spatial distribution of rainfall on temporal and spatial uncertainty of SWAT output. Trans ASABE 52(5):1545–1555

    Article  Google Scholar 

  • Débat National sur l’Eau (2006) Royaume du Maroc agence du bassin hydraulique de Tensift

  • El Wahidi (2004) Le cyprès de l’Atlas, in « Les espèces de cyprès » , publication supmed, l’Italie; division de Recherches et d’Exploitations Forestières; Centre régional de la recherche forestière, Marrakech, 19 P; Edizioni centro promozionepubblicità-firenze

  • Fadil A, Rhinane H, Kaoukaya A, Kharchaf Y, AlamiBachir O (2011) Hydrologic modeling of the Bouregreg watershed (Morocco) using GIS and SWAT model. J Geogr Inf Syst 3:279–289

    Google Scholar 

  • Fortin JP, Moussa R, Bocquillon C, Villeneuse JP (1990) Hydrotel, a distrubuted hydrological model compatible with remote sensing and geographical information system. Revue des sci de l’Eau 8(1):97–124

    Article  Google Scholar 

  • Frizon de Lamotte D, Zizi M, Missenard Y, Hafid M, Elazzouzi M, Maury RC, Charrière A, Taki Z, Benammi M, Michard A (2008) The atlas system. In: Michard A, Saddiqi O, Chalouan A, Frizon de Lamotte D (eds) Continental evolution: the geology of Morocco. Springer, Berlin

    Google Scholar 

  • Ghallabi B (2015) Impact des changements climatiques sur les ressources en eaux souterraines dans le bassin de N’fis. Thèse 3ème cycle, Université Cadi Ayyad, Fac. Sci. tta

  • Ghorbal A, Claude J (1977) Mesure de l'envasement dans les retenues de sept barrages en Tunisie: estimation des transports solides, vol 122. IAHS Publication, Wallingford, UK, pp 219–232

    Google Scholar 

  • Grusson Y, Sun X, Gascoin S, Sauvage S, Raghavan S, Anctil F, Sáchez-Pérez JM (2015) Assessing the capability of the SWAT model to simulate snow, snow melt and streamflow dynamics over an alpine watershed. J Hydrol 531(2015):574–588

    Article  Google Scholar 

  • Gyr A, Hoyer K (2006) Sediment transport: a geophysical phenomenon. Springer, Dordrecht

    Google Scholar 

  • Havrylenko SB, Bodoque JM, Srinivasan R, Zucarelli GV, Mercuri P (2016) Assessment of the soil water content in the Pampas region using SWAT. CATENA 137:298–309

    Article  Google Scholar 

  • Jha MK, Gassman PW (2014) Changes in hydrology and streamflow as predicted by a modelling experiment forced with climate models. Hydrol Process 28(5):2772–2781

    Article  Google Scholar 

  • Khali Issa L, Ben Hamman KLH, Raissouni A, El Arrim A (2016) Quantitative Mapping of Soil Erosion Risk Using GIS/USLE Approach at the Kalaya Watershed (North Western Morocco). J Mater Environ Sci 7(8):2778–2795 (ISSN: 2028–2508 CODEN: JMESC 2778)

    Google Scholar 

  • Kharchaf Y, Rhinane H, Kaoukaya A, Fadil A (2013) The contribution of the geospatial information to the hydrological modeling of a watershed with reservoirs: case of Low OumErRbiaa Basin (Morocco). J Geogr Inf Syst 5:258–268

    Google Scholar 

  • Markhi A, Laftouhi N, Soulaimani A, Fniguire F (2015) Quantification et évaluation de l’érosion hydrique en utilisant le modèle RUSLE et déposition intégrés dans un SIG. Application dans le bassin versant n’fis dans le haut atlas de Marrakech (Maroc). ESJ 11(29):1857–7881

    Google Scholar 

  • Mbonimpa EG, Yuan Y, Mehaffey MH, Jackson MA (2012) SWAT model application toassess the impact of intensive corn-farming on runoff, sediments and phosphorous loss from an agricultural watershed in Wisconsin. J Water Resour Prot 4:423–431

    Article  Google Scholar 

  • Merzouki T (1992) Diagnostic de l’envasement des grands barrages marocains. La Rev Marocaine du Génie Civ 38:4650

    Google Scholar 

  • Mokhchane M (1983) Contribution à l’étude des réservoirsaquifères profonds de la bordurenord entre l’Atlas de Demnat et Imin’Tanout (Maroc), these 3e cycle. University of Franche-Comté, Franche-Comté, p 119

    Google Scholar 

  • Molina-Navarro E, Trolle D, Martínez-Pérez S, Sastre-Merlín A, Jeppesen E (2014) Hydrological and water quality impact assessment of a Mediterranean limno-reservoir under climate change and land use management scenarios. J Hydrol 509:354–366

    Article  Google Scholar 

  • Moriasi DN, Starks PJ (2010) Effects of the resolution of soil dataset and precipitation dataset on SWAT2005 streamflow calibration parameters and simulation accuracy. J Soil Water Conserv 65(2):163–178

    Article  Google Scholar 

  • Moriasi DN, Steiner JL, Arnold JG (2011) Sediment measurement and transport modeling: impact of riparian and filter strip buffers. J Environ Qual 40:807–814

    Article  Google Scholar 

  • Mtibaa S, Hotta N, Irie M (2018) Analysis of the efficacy and cost effectiveness of bestmanagement practices for controlling sediment yield: a case study of the Joumine watershed Tunisia. J Sci Total Environ 616–617:1–16

    Article  Google Scholar 

  • Nahid A, Benzakour M (2002) Enregistrements sédimentaires et contrôletectonique dans la genèse des archives morpho-sédimentaires quaternairesde la coupe d’Alhnayn (vallée méridienne du N’fis, Maroc). Estudios Geol 58:145–158

    Article  Google Scholar 

  • Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models part I—a discussion of principles. J Hydrol 10(03):282–290

    Article  Google Scholar 

  • Neitsch SL, Arnold JG, Kiniry JR, Williams JR, King KW (2005) Soil and water assessment tool theoretical documentation—version 2009 Soil and water research laboratory, agricultural research service. US Department of Agriculture, Temple, p 647

    Google Scholar 

  • Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2011) Soil and water assessment tool theoretical documentation version 2009. Texas Water Resources Institute, Bryan

    Google Scholar 

  • Ouallali A, Moukhchane M, Aassoumi H, Berrad F, Dakir I (2016) Evaluation and mapping of water erosion rates in the watershed of the ArbaaAyacha river (Western Rif, Northern Morocco). Bulletin de l’Institut Scientifique, Rabat, Section Sciences de la Terre, Genève, pp 65–79

    Google Scholar 

  • Plantecoste M (2002) Caractérisation des sols et de leurs propriétéshydrodynamiques pour la modélisation hydrologique en milieu semi-aride, Bassin versant du Tensift—Maroc, Mémoire de fin d’étude ENSAM DAA “Physique des surfaces naturelles et génie hydrologique” (ENSAR)

  • Probst JL, Amiotte-Suchet P (1992) Fluvial suspended sediment transport and mechanical erosion in the Maghreb (North Africa). Hydrol Sci J 37:621–637

    Article  Google Scholar 

  • Remini B, Hallouche W (2003) Les barrages du Maghreb face au phénomène de l’envasement. Revue VECTEUR Environ (Canada) 36(6):27–30

    Google Scholar 

  • Rice JA (2006) Mathematical statistics and data analysis. Cengage Learning, Boston

    Google Scholar 

  • Saltelli AEM, Scott K, Chan S Marian (2000) Sensitivity analysis. Wiley, Chichester

    Google Scholar 

  • SCS (1972) Section 4: hydrology. National engineering handbook. USDA Soil Conservation Service, Washington DC

    Google Scholar 

  • Williams JR (1975) Sediment routing for agricultural watersheds. J Am Water Resour Assoc 11:965–974

    Article  Google Scholar 

  • Yang J, Reichert P, Abbaspour KC, Xia J, Yang H (2008) Comparing uncertainty analysis techniques for a SWAT application to the Chaohe Basin in China. J Hydrol 358(1–2):1–23

    Article  Google Scholar 

  • Zettam A, Taleb A, Sauvage S, Boithias L, Belaidi N, Sánchez-Pérez J (2017) Modelling hydrology and sediment transport in a semi-arid and anthropized catchment using the SWAT model: the case of the Tafna river (Northwest Algeria). Water 2017(9):216

    Article  Google Scholar 

Download references

Acknowledgment

All authors thank Doctor Alan E. Fryar, Associate Professor, Department of Earth and Environmental Sciences University of Kentucky, USA and Kevin Hefferan, Associate Professor of Massachusetts Maritime Academy, for their contribution toward reading the article in English.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. Markhi.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Markhi, A., Laftouhi, N., Grusson, Y. et al. Assessment of potential soil erosion and sediment yield in the semi-arid N′fis basin (High Atlas, Morocco) using the SWAT model. Acta Geophys. 67, 263–272 (2019). https://doi.org/10.1007/s11600-019-00251-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11600-019-00251-z

Keywords

Navigation