Skip to main content

Advertisement

Log in

Hydrological modeling of the Mikkés watershed (Morocco) using ARCSWAT model

  • Original Article
  • Published:
Sustainable Water Resources Management Aims and scope Submit manuscript

Abstract

This study aims to contribute to water resource management in Mikkés watershed using the SWAT (Soil and Water Assessment Tool) model. This model requires several input data, such as rainfall, temperature, digital elevation model, soil characteristics, and land use. The outputs of the model are water balance and sediment yield at sub-basin. The SWAT model was run and calibrated using Sequential Uncertainty Fitting (SUFI-2) method in SWAT–CUP software for the period 1979–2007 with an efficiency of adjusted model rated as good (NSE = 0.67, PBIAIS = 6.78, RSR = 0.56). The balance of water generated by the model shows a dominance of evapotranspiration which represents 65% of rainfall, while surface runoff is 15% and total aquifer recharge is 20%. The model indicates that the sediment yields are largest in the southern area of the basin resulting in high slope, high rainfall, land use and erodible soils. These results revealed that hydrologic model can be used efficiently to support integrated watershed management.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Abbaspour K (2007) User Manual for SWAT-CUP, SWAT calibration and uncertainty analysis programs. Swiss Federal Institute of Aquatic Science and Technology, Eawag, Duebendorf, Switzerland

  • Abbaspour KC (2008) “SWAT-CUP2: SWAT calibration and uncertainty programs—a user manual. Department of Systems Analysis, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf

  • Abbaspour KC, Faramarzi M, Ghasemi SS, Yang H (2009) Assessing the impact of climate change on water resources in Iran. Water Resour Res 45(10):W10434

    Article  Google Scholar 

  • ASTER GDEM Validation Team (2009) ASTER Global DEM Validation Summary Report. METI/ERSDAC, NASA/LPDAAC, USGS/EROS

  • Brandsma J, van den Eertwegh GAPH, Droogers P, Bai Z, Zhang S (2013) Green water management and credits toolbox China. Green and blue water resources and management scenarios using the SWAT model for the Upper Duhe Basin, China—feasibility study. Future Water Report 126

  • Briak H, Moussadek R, Aboumaria K, Mrabet R (2016) Assessing sediment yield in Kalaya gauged watershed (Northern Morocco) using GIS and SWAT model. Int Soil Water Conserv Res 4(3):177–185

    Article  Google Scholar 

  • Chadli K (2016) Estimation of soil loss using RUSLE model for Sebou watershed (Morocco). Model Earth Syst Environ 2(51):1–10

    Google Scholar 

  • Chadli K, Mimoun K, Laadoua A, El Harchaoui N (2016) Runoff modeling of Sebou watershed (Morocco) using SCS curve number method and geographic information system. Model Earth Syst Environ

  • Digital soil map of the world and derived soil properties (2003) Food and Agriculture Organization of the United Nations. Land and Water Development Division. Unesco. Rome, Italy: FAO, Land and Water Development Division

  • Fadil A, Rhinane H, Kaoukaya A, Kharchaf Y, Bachir O (2011) Hydrologic modeling of the Bouregreg Water-shed (Morocco) Using GIS and SWAT Model. J Geogr Inf Syst 3(4):279–289

    Google Scholar 

  • GreenWH Ampt GA (1911) Studies on soil physics. J Agric Sci 4:1–24

    Article  Google Scholar 

  • Hargreaves GL, Hargreaves GH, Riley JP (1985) Agricultural benefits for Sengel River Basin. J Irrig Drain Eng 108(3):225–230

    Google Scholar 

  • Kharchaf Y, Rhinane H, Kaoukaya A, Fadil A (2013) The contribution of the geospatial information to the hydrological modelling of a watershed with reservoirs: case of low Oum Er Rbiaa Basin (Morocco). J Geogr Inf Syst 5(3):258–268

    Google Scholar 

  • Loveland TR, Reed BC, Brown JF, Ohlen DO, Zhu Z, Yang L, Merchant JW (2000) Development of a global land cover characteristics database and IGBP DISCover from 1 km AVHRR Data. Int J Remotes Sens 21(6–7):1303–1330

  • McCarthy GT (1938) The unit hydrograph and flood routing Conf Noth Atlantic Div New London

  • Moriasi D, Arnold JG, Van Liew MW, Bingner R, Harmel L, R. D, Veith TL (2007) Model evaluation guide-lines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50(3):885–900

  • Neitsch SL, Arnold JG, Kiniry JR, Williams JR (2011) Soil and water assessment tool theoretical documentation—version 2009. Texas water resources institute. Technical report No. 406. Texas A&M University system, College station, Texas 77843-2118

  • Penman HL (1956) Evaporation: an introductory survey. Neth J Agric Sci 4:7–29

    Google Scholar 

  • Priestley CHB, Taylor RJ (1972) On the assessment of surface heat fluxes and evaporation using large-scale parameters. Mon Weather Rev 100:81–92

    Article  Google Scholar 

  • Terink W, Hunink J, Droogers P, Reuter H, Van Lynden G, Kauffman S (2011) Green water credits Morocco: inception phase. impacts of land management options in the Sebou Basin: using the soil water and assessment tool—SWAT. Green Water Credits Report M1. Future Water Report 101

  • The Texas A&M University spatial sciences (2014) Global weather data for swat

  • USDA-SCS (1972) National engineering handbook, hydrology section 4, chapter 4–10. US Department of Agriculture, Soil Conservation Service, Washington, DC

  • Williams JR (1969) Flood routing with variable travel time or variable storage coefficients. Trans ASAE 12(1):100–103

    Article  Google Scholar 

  • Williams JR, Berndt HD (1977) Sediment yield prediction based on watershed hydrology. Trans ASAE 20:1100–1110

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chadli Khalid.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Khalid, C. Hydrological modeling of the Mikkés watershed (Morocco) using ARCSWAT model. Sustain. Water Resour. Manag. 4, 105–115 (2018). https://doi.org/10.1007/s40899-017-0145-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40899-017-0145-0

Keywords

Navigation