Skip to main content

Advertisement

Log in

Assessment the climate change impact on the future evapotranspiration and flows from a semi-arid environment

  • Original Paper
  • Published:
Arabian Journal of Geosciences Aims and scope Submit manuscript

Abstract

The present paper aims to evaluate future changes in evapotranspiration and flows from semi-arid environments, using Essaouira basin (Morocco) as an example. In order to achieve this objective, the Rural Genius model (GR2M) has been used under representative concentration pathway (RCPs) 2.6, 4.5 and 8.5 of Coupled Model Intercomparison Project (CIMP5) model. The statistical tests of Pettitt and Mann-Kendall were used to determine trend sense of evapotranspiration and flow series. For the historical evapotranspiration, the statistical tests show an upward of 4.2% from 1978 to 2005. Concerning the historical flows, they show an upward for Igrounzar and Zelten stations and downward for Adamna station. Using the same statistical tests and under the three RCP scenarios, the future evapotranspiration series shows an upward trend. The combined application of GR2M model results and statistical tests for the 2020–2050 period shows an upward trend in future flows of the Igrounzar station, Zelten and Adamna under RCPs 2.6 and 8.5 scenarios, with an excess of 20, 28.8 and 19.70%, respectively, for RCP 2.6 scenario and 44.4, 53.8 and 43.7%, respectively, for the RCP 8.5 scenario. For the same period and under the RCP 4.5 scenario, the future flows show a downward trend of 42.5%, 42.1% and 40.6% by the Igrounzar, Zelten and Adamna stations, respectively. However, the results of this paper can be a basis for decision-makers for better management and protection of water resources in the Essaouira watershed by building hillside reservoirs along the Igrounzar, Zelten and Ksob wadis.

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
Fig. 11

Similar content being viewed by others

References

  • Agoumi A, Senoussi S, Yacoubi M, Fakhredine A, Sayouti EH, Mokssit A, Chikri N (1999) Changements climatiques et ressources en eau. Hydrogeol Appl 12:163–182

    Google Scholar 

  • Bahir M, Mennani A (2002) Problematique de la gestion des eaux souterraines au Maroc. Estud Geol 58:103–108

    Article  Google Scholar 

  • Bahir M, Ouhamdouch S, Carreira PM (2016) La ressource en eau au Maroc face aux changements climatiques; cas de la nappe Plio-Quaternaire du bassin synclinale d’Essaouira. Comun Geol 103(1):35–44

    Google Scholar 

  • Belarbi H, Touaibia B, Boumechra N, Amiar S, Baghli N (2015) Sécheresse et modification de la relation pluiedébit: Cas du bassin versant de l’Oued Sebdou (Algérie Occidentale). Hydrol Sci J 62:124–136

    Google Scholar 

  • Bouanani R, Baba-Hamed K, Bouanani A (2013) Utilisation d’un modèle global pour la modélisation pluie-débit: cas du bassin d’Oued Sikkak (NW algérien). Nat Technol 9:61–66

    Google Scholar 

  • Dezetter A, Girard S, Paturel JE, Mahé G, Ardoin-Bardin S, Servat E (2008) Simulation of runoff in West Africa: is there a single data-model combination that produces the best simulation results? J Hydrol 354:203–212

    Article  Google Scholar 

  • Driouech F, Mahé G, Déqué M, Dieulin C, El Heirech T, Milano M, Benabdelfadel A, Rouche N (2010) Evaluation d’impacts potentiels de changements climatiques Sur l’hydrologie du bassin versant de la Moulouya au Maroc. In: global change: facing risks and threats to water resources (Proc. VIth FRIEND world Conf., Fes, Morocco, October 2010), 561–567. IAHS Publ. 340. IAHS Press

  • Duffaud F, Brun L, Planchot B (1966) Bassin du Sud-Ouest Marocain (SW Morocco Basin). In: Reyre (ed) Bassin Sédimentaire du Littoral Africain, partie I, Paris, pp 5–12

  • El Gayar A, Hamed Y (2018) Climate change and water resources Management in Arab Countries. In: Kallel A, Ksibi M, Ben Dhia H, Khélifi N (eds) Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions. EMCEI. 2017. Advances in Science, Technology & Innovation (IEREK Interdisciplinary Series for Sustainable Development). Springer, Cham

    Google Scholar 

  • Fekri A (1993) Contribution à l’étude hydrogéologique et hydrogéochimique de la zone synclinale d’Essaouira (Bassin synclinal d’Essaouira). Thèse de 3ème cycle, Université Cadi Ayyad, Maroc. 172p

  • GIEC (2007) Summary for Policymakers. Climate Change 2007: Impacts, adaptation and vulnerability. In: Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge

    Google Scholar 

  • Kendall MG (1975) Multivariate nonparametric tests for trend in water quality. Water Resour Bull 24(3):505–512

    Google Scholar 

  • Kouamẻ KF, Kouassi AM, N’guessan BTM, Kouao JM, Lasm T, Saley MB (2013) Analyse de tendances dans la relation pluie-débit dans un contexte de changements climatiques: cas du bassin versant du N’zo-Sassandra (Ouest de la Côte d’Ivoire). IJIAS 2:92–103

    Google Scholar 

  • Kour R, Patel N, Krishna AP (2016) Climate and hydrological models to assess the impact of climate change on hydrological regime: a review. Arab J Geosci 9:544–531. https://doi.org/10.1007/s12517-016-2561-0

    Article  Google Scholar 

  • Mahé G, Paturel JE, Servat E, Conway D, Dezetter A (2005) The impact of landuse change on the water holding capacity and river discharge modelling in the Nakambe River, Burkina Faso. J Hydrol 300:33–43

    Article  Google Scholar 

  • Makhlouf Z, Michel C (1994) A two-parameter monthly water balance model for French watersheds. J Hydrol 162:299–318

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrical 13:245–259

    Article  Google Scholar 

  • Mann HB, Whitney DR (1947) On a test of whether one of two random variables is stochastically larger than the other. Ann Math Stat 18:50–60

    Article  Google Scholar 

  • Meddi M, Talia M, Martin C (2009) Recent evolution of weather conditions and flows on the basin of Macta (northwest of Algeria). PhysioGeo 23:61–84

    Google Scholar 

  • Mokadem N, Redhaounia B, Besser H, Ayadi Y, Khelifi F, Hamad A, Hamed Y, Bouri S (2018) Impact of climate change on groundwater and the extinction of ancient “Foggara” and springs systems in arid lands in North Africa: a case study in Gafsa basin (central of Tunisia). Euro Mediterr J Environ Integr 3:28–14. https://doi.org/10.1007/s41207-018-0070-0

    Article  Google Scholar 

  • Mouelhi S, Michel C, Perrin C, Andréassian V (2006) Stepwise development of a two-parameter monthly water balance model. J Hydrol 318:200–214

    Article  Google Scholar 

  • Mouelhi S, Nemri S, Jebari S, Slimani M (2017) Coupling between a rain-runoff model, GR2M, and a rain generator to evaluate the transfer between two dams the Tunisian semi-arid Sidi Saad and El Houareb. IJIAS 19(4):944–959

    Google Scholar 

  • Nash JE, Sutcliffe JV (1970) River discharge forecasting through conceptual models. Part I - a discussion of principles. J Hydrol 10:282–290

    Article  Google Scholar 

  • Ouhamdouch S, Bahir M (2017) Climate change impact on future rainfall and temperature in semi-arid areas (Essaouira Basin, Morocco). Environ Process 4:975–990

    Article  Google Scholar 

  • Ouhamdouch S, Bahir M, Carreira PM, Kamel Z (2018a) Groundwater Responses to Climate Change in a Coastal Semi-arid Area from Morocco; Case of Essaouira Basin. In: Calvache ML et al (eds) Groundwater and Global Change in the Western Mediterranean Area. Environ Earth Sciences, pp 253–260. https://doi.org/10.1007/978-3-319-69356-9_29

    Chapter  Google Scholar 

  • Ouhamdouch S, Bahir M, Carreira PM (2018b) Impact du changement climatique sur la ressource en eau en milieu semi-aride : exemple du bassin d'Essaouira (Maroc). RSE 31(1):13–27

    Google Scholar 

  • Perrin C, Michel C, Andréassian V (2003) Improvement of a parsimonious model for streamdischarge simulation. J Hydrol 279:275–289

    Article  Google Scholar 

  • Pettitt AN (1979) A non-parametric approach to the change-point problem. Appl Stat 28(2):126–135

    Article  Google Scholar 

  • Peybernès B, Bouaouda MS, Almeras Y, Ruget CH, Cugny P (1987) Stratigraphy of the Lias-Dogger deposits from Essaouira coastal basin (Morocco) before and during the beginning of oceanic accretion in the Central Atlantic; comparisons with the Agadir basin. CR Acad Sci 305:1449–1555

    Google Scholar 

  • PNUD-FEM (1998) Changements climatiques et ressources en forum régional sur les changements climatiques: Eau dans les pays du Maghreb, Algérie -Maroc-Tunisie, enjeux et perspectives. Projet RAB/94/G31

  • Rwasoka DT, Madamombe CE, Gumindoga W, Kabobah AT (2014) Calibration, validation, parameter indentifiability and uncertainty analysis of a 2-parameter parsimonious monthly rainfall-runoff model in two catchments in Zimbabwe. Phys Chem Earth 67-69:36–46

    Article  Google Scholar 

  • Sakaa B, Boulghobra N, Chaffai H, Hani A, Djabri L (2015) Application of GR2M for rainfall-runoff modeling in Kébir Rhumel watershed, north east of Algeria. World Appl Sci J 33(10):1623–1630

    Google Scholar 

  • Theodossiou N (2016) Assessing the impacts of climate change on the sustainability of groundwater aquifers. Application in Moudania aquifer in N. Greece Environ Process 3(4):1045–1061

    Article  Google Scholar 

  • Thornthwaite CW (1948) An approach toward a rational classification of climate. Geor Rev 38:55–94

    Article  Google Scholar 

  • Zeroual A, Meddi M, Bensaad S (2013) The impact of climate change on river flow in arid and semi-arid rivers in Algeria. Proceedings of H01, IAHS-IAPSO-IASPEI assembly, Gothenburg, Sweden, July 2013 (IAHS Publ. 359, 2013)

Download references

Acknowledgements

The authors would like to thank the Tensift Hydraulic Basin Agency for the climatic data of the Igrounzar, Zelten and Adamna stations.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Salah Ouhamdouch.

Ethics declarations

Conflict of interest

The authors declare that they have no conflicts of interest.

Additional information

Responsible Editor: Zhihua Zhang

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ouhamdouch, S., Bahir, M., Ouazar, D. et al. Assessment the climate change impact on the future evapotranspiration and flows from a semi-arid environment. Arab J Geosci 13, 82 (2020). https://doi.org/10.1007/s12517-020-5065-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12517-020-5065-x

Keywords

Navigation