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An integrated methodology to assess future water resources under land use and climate change: an application to the Tahadart drainage basin (Morocco)

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Abstract

The assessment of freshwater resources in a drainage basin is not only dependent on its hydrologic parameters but also on the socio-economic system driving development in the watershed area; the socio-economic aspect, that is often neglected in hydrologic studies, is one of the novelties of this study. The aim of this paper is twofold: (1) presenting an integrated working methodology and (2) studying a local case of a North African watershed where scarce field data are available. Using this integrated methodology, the effects of climate and land use change on the water resources and the economic development of the Tahadart drainage basin in Northern Morocco have been evaluated. Water salinization, tourism, urbanization, and water withdrawals are a threat to water resources that will increase with future climate change. The Tahadart Basin (Morocco 1,145 km2) is characterized by rain-fed agriculture and by the presence of two water retention basins. Assessment of the effects of climate and land use change on this drainage basin was based on current and future land cover maps obtained from spatial interactions models, climate data (current and future; scenario A1b for the period 2080–2100), and hydrological models for water budget calculations. Land use suitability maps were designed assuming a A1b Special Report on Emissions Scenarios socio-economic development scenario. The most important conclusions for the period 2080–2100 are the following: (1) Freshwater availability within the watershed will likely be affected by a strong increase in evaporation from open water surface bodies due to increased temperature. This increase in evaporation will limit the amount of freshwater that can be stored in the surface reservoirs. (2) Sea level rise will cause flooding and salinization of the coastal area. (3) The risk for drought in winter is likely to increase. The methodology used in this paper is integrated into a decision support tool that is used to quantify change in land use and water resources.

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References

  • Batelaan O, De Smedt F (2007) GIS-based recharge estimation by coupling surface–subsurface water balances. J Hydrol 337:337–355

    Article  Google Scholar 

  • Blaschke T (2010) Object based image analysis for remote sensing. ISPRS 65:2–16

    Article  Google Scholar 

  • Carneiro JF, Boughriba M, Correia A, Zarhloule Y, Rimi A, El Houadi B (2010) Evaluation of climate change effects in a coastal aquifer in Morocco using a density-dependent numerical model. Environ Earth Sci 61:241–252

    Article  Google Scholar 

  • Cibien M (2011) Riforestazione e gestione dell’uso del suolo come metodo di cattura della CO2 contro i cambiamenti climatici nella zona costiera di Ravenna (Reforestation and soil management as a method to store CO2 and mitigate climate change in the coastal zone of Ravenna, Italy). MSc Dissertation, University of Bologna. http://amslaurea.cib.unibo.it/2501

  • CORINE LAND COVER (2011) Final report http://www.eea.europa.eu/publications/COR0. Accessed 14 Jun 2011

  • CROPWAT (2011) Software description http://www.fao.org/nr/water/infores_databases_cropwat.html. Accessed 14 Jun 2011

  • Custodio E (2010) Coastal aquifers of Europe: an overview. Hydrogeol J 18:269–280

    Article  Google Scholar 

  • Dentinho TP, Silveira P (2010) Spatial Interaction Model with Land Use to Analyze the Impact of Designed Accessibilities. An Application to Corvo Island from XVI, XIX and XX Centuries. Comput Environ Urban Sys 34:91–103

    Article  Google Scholar 

  • European Union Commission (2009) Integrated Coastal Zone Management Protocol. Off J Eur Union L34:19–28

    Google Scholar 

  • European Union Commission (2010) EU Focus on the coastal zone. EEA publications, Bruxelles

    Google Scholar 

  • Fernandes PG, Carreira PM, Bahir M (2010) Mass balance simulation and principal components analysis applied to ground water resources: essaouira basin (Morocco). Environ Earth Sci 59:1475–1484

    Article  Google Scholar 

  • Fetter CW (2001) Applied hydrogeology. Prentice hall, New Jersey

    Google Scholar 

  • Fox HR, Moore HM, Newell Price JP, El Kasri M (1997) Soil erosion and reservoir sedimentation in the High Atlas Mountains, southern Morocco. In: Proceedings of the Symposium on Human Impact on Erosion and Sedimentation, Rabat, Morocco, IAHS, vol 24, pp 233–240

  • Gale I (2005) Strategies for managed aquifer recharge (MAR) in semi-arid areas. UNESCO IHP, Paris

    Google Scholar 

  • Gao J, Skillkorn D (1998) Capability of SPOT XS data in producing detailed land cover maps at the urban-rural periphery. Int J Remote Sens 19:2877–2899

    Article  Google Scholar 

  • Giupponi C, Mordechai S (2003) Climate Change in the Mediterranean. Edward Elgar Publishing, Northampton

    Book  Google Scholar 

  • Giupponi C (2007) Decision support systems for implementing the European Water Framework Directive: the MULINO approach. Environ Model Software 22:248–258

    Article  Google Scholar 

  • He MX, Hogue TS (2012) Integrating hydrologic modeling and land use projections for evaluation of hydrologic response and regional water supply impacts in semi-arid environments. Environ Earth Sci 65:1671–1685

    Article  Google Scholar 

  • Healy RW (2011) Estimating Ground water Recharge. Cambridge University Press, Cambridge

    Google Scholar 

  • IPCC (2007) Climate Change 2007, the Fourth IPCC Assessment Report. IPCC publications, Geneve

    Google Scholar 

  • Kalbacher T, Delfs JO, Shao HB, Wang WQ, Walther M, Samaniego L, Schneider C, Kumar R, Musolff A, Centler F, Sun F, Hildebrandt A, Liedl R, Borchardt D, Krebs P, Kolditz O (2012) Software coupling for an integrated water resources management. Environ Earth Sci 65:1367–1380

    Article  Google Scholar 

  • Maidment DR (1992) Handbook of Hydrology. McGraw-Hill, New York

    Google Scholar 

  • Mollema PN, Antonellini M, Gabbianelli G, Laghi M, Marconi V, Minchio A (2012) Climate and water budget change of a Mediterranean coastal watershed, Ravenna, Italy. Environ Earth Sci 65:257–276

    Article  Google Scholar 

  • Mollema PN, Antonellini M (2013) Seasonal variation in natural recharge of coastal aquifers. Hydrogeol J (HJ-2012-2390 in press)

  • Monteith JL (1973) Principles of Environmental Physics. Edward Arnold, London

    Google Scholar 

  • Penman HL (1948) Natural evaporation from open water, bare soil and grass. Proc R Soc London A193:120–146

    Article  Google Scholar 

  • PRUDENCE (2011) Final report http://prudence.dmi.dk. Accessed 27 Jun 2011

  • Revenga C, Murray S, Abramovitz J, Hammond A (1998) Watersheds of the world: ecological value and vulnerability. World Resources Institute, Washington

    Google Scholar 

  • Saxton KE (2003) Soil water characteristics Version 6.5.51. A computer program for calculating soil properties. USDA Agricultural Research Service and Department of Biological Systems Engineering, Washington State University

  • Schanze J, Trumper J, Burmeister C, Pavlik D, Kruhlov I (2012) A methodology for dealing with regional change in integrated water resources management. Environ Earth Sci 65:1405–1414

    Article  Google Scholar 

  • Silveira P, Silva V, Dentinho TP (2009) Spatial interaction model with land and water use: An application to Terceira Island. In: Proceedings 45th ISOCARP Congress, p 17

  • Small C, Nicholls RJ (2003) A global analysis of human settlements in coastal zones. J Coastal Res 19:584–599

    Google Scholar 

  • Smith M, Allen RG, Monteith JL, Perrier A, Pereira L, Segeren A (1992) Report of the expert consultation on procedures for revision of FAO guidelines for prediction of crop water requirements. UN-FAO, Rome

    Google Scholar 

  • Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (2007) Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge

    Google Scholar 

  • Trabelsi R, Abid K, Zouari K, Yahyaoui H (2012) Ground water salinization processes in shallow coastal aquifer of Djeffara plain of Medenine, Southeastern Tunisia. Environ Earth Sci 66:641–653

    Article  Google Scholar 

  • Vallega A (1999) Fundamental of coastal zone management. Kluwer, Dordrecht

    Book  Google Scholar 

  • Werner AD, Simmons CT (2009) Impact of sea-level rise on sea water intrusion in coastal aquifers. Ground Water 47:197–204

    Article  Google Scholar 

  • Werner AD, Ward JD, Morgan LK, Simmons CT, Robinson NI, Teubner MD (2012) Vulnerability indicators of sea water intrusion. Ground Water 50:48–58

    Article  Google Scholar 

Download references

Acknowledgments

This work has been carried out in the framework of the WATERKNOW project funded by the European CIRCLEMED (2011) initiative for the development of knowledge to counteract the effects of climate change on the water cycle in the Mediterranean. We thank also Andrea Minchio, Mario Laghi, and Elizabeth General Diaz for helping in data elaboration. Reviews of Tibor Stigter, Nicolas Faysse, and two anonymous have greatly improved the manuscript.

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Authors and Affiliations

  1. IGRG, University of Bologna, Bologna, Italy

    M. Antonellini & P. N. Mollema

  2. Universidade dos Açores, Terceira, Portugal

    T. Dentinho, V. Silva & P. Silveira

  3. Ecole Nationale Forestière d’Ingenieures, Rabat, Morocco

    A. Khattabi

  4. Université des Sciences et Tecnologies, Lille, France

    E. Masson

Authors
  1. M. Antonellini
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  2. T. Dentinho
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  3. A. Khattabi
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  4. E. Masson
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  5. P. N. Mollema
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  6. V. Silva
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  7. P. Silveira
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Correspondence to M. Antonellini.

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Antonellini, M., Dentinho, T., Khattabi, A. et al. An integrated methodology to assess future water resources under land use and climate change: an application to the Tahadart drainage basin (Morocco). Environ Earth Sci 71, 1839–1853 (2014). https://doi.org/10.1007/s12665-013-2587-5

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  • DOI: https://doi.org/10.1007/s12665-013-2587-5

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