Skip to main content

Hydrological Response to Snow Cover Changes Using Remote Sensing over the Oum Er Rbia Upstream Basin, Morocco

  • Chapter
  • First Online:
Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development

Abstract

Water supply for the arid irrigated plains in Morocco depends largely on the upper mountainous basins where significant amounts of precipitation fall as snow. In the Oum Er-Rbia River Basin (OER), snow covers the highest elevations from November to April. Despite the importance of this component in the hydrological cycle, snowmelt contribution to streamflow is still poorly understood and no monitoring stations exist in this zone. Therefore, studying the spatiotemporal change of snow cover through satellite observations to investigate its influence on the hydrological response of this scarce region is thus required to better manage water resources. This chapter explores basic characteristics of snow cover area (SCA) in the upstream area of the OER River (Tillouguite sub-basin) using MODIS daily snow cover products (MOD10A1). Correspondence between streamflow, accumulated air temperature and SCA changes during the winter and spring periods was examined from 2001 to 2009 at a weekly time step. The result shows an inverse linear relation between the maximum SCA and the mean normalized stream flow values, and a significant relation between the relative streamflow and cumulated temperature, especially during spring melt season depending on the length of the melt period. These primary results could be used to develop simplified predictable models for spring discharge in ungauged watershed using remote sensing and accumulated air temperature.

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

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Casassa, G., Haeberli, W., Jones, G., Kaser, G., Ribstein, P., Rivera, A., et al. (2007). Current status of Andean glaciers. Amsterdam: Elsevier.

    Article  Google Scholar 

  2. Viviroli, D., Dürr, H. H., Messerli, B., Meybeck, M., & Weingartner, R. (2007). Mountains of the world, water towers for humanity: Typology, mapping, and global significance Water resources research 43.

    Google Scholar 

  3. Beniston, M. (2005). Mountain climates and climatic change: An overview of processes focusing on the European Alps. Pure and Applied Geophysics, 162, 1587–1606. https://doi.org/10.1007/s00024-005-2684-9.

    Article  Google Scholar 

  4. Viviroli, D., & Weingartner, R. (2004). The hydrological significance of mountains: From regional to global scale. Hydrology and Earth System Sciences Discussions, 8, 1017–1030.

    Article  Google Scholar 

  5. Boudhar, H. L., Boulet, G., Duchemin, B., Berjamy, B., & Chehbouni, A. (2009). Evaluation of the Snowmelt Runoff Model in the Moroccan high Atlas mountains using two snow-cover estimates. Hydrological Sciences Journal, 54, 1094–1113.

    Google Scholar 

  6. De Jong, C., Lawler, D., & Essery, R. (2009). Mountain hydroclimatology and snow seasonality - Perspectives on climate impacts, snow seasonality and hydrological change in mountain environments. Hydrological Processes, 23, 955–961. https://doi.org/10.1002/hyp.7193.

    Article  Google Scholar 

  7. López-Moreno, J., & García-Ruiz, J. M. (2004). Influence of snow accumulation and snowmelt on streamflow in the central Spanish Pyrenees/Influence de l’accumulation et de la fonte de la neige sur les écoulements dans les Pyrénées centrales espagnoles. Hydrological Sciences Journal, 49.

    Google Scholar 

  8. Tahir, A. A., Chevallier, P., Arnaud, Y., Ashraf, M., & Bhatti, M.T. (2015). Snow cover trend and hydrological characteristics of the Astore River basin (Western Himalayas) and its comparison to the Hunza basin (Karakoram region). Science of The Total Environment, 505, 748–761. https://doi.org/10.1016/j.scitotenv.2014.10.065.

    Article  Google Scholar 

  9. Emre Tekeli, A., Akyürek, Z., Arda Şorman, A., Şensoy, A., & Ünal Şorman, A. (2005). Using MODIS snow cover maps in modeling Snowmelt Runoff process in the Eastern part of Turkey. Remote Sensing of Environment, 97, 216–230. https://doi.org/10.1016/j.rse.2005.03.013.

    Article  Google Scholar 

  10. Zhang, G., Xie, H., Yao, T., Li, H., & Duan, S. (2014) Quantitative water resources assessment of Qinghai Lake basin using Snowmelt Runoff Model (SRM). Journal of Hydrology, 519, 976–987.

    Google Scholar 

  11. Boudhar, A., Boulet, G., Hanich, L., Sicart, J. E., & Chehbouni, A. (2016). Energy fluxes and melt rate of a seasonal snow cover in the Moroccan High Atlas. Hydrological Sciences Journal, 61, 931–943. https://doi.org/10.1080/02626667.2014.965173.

    Article  Google Scholar 

  12. Schulz, O., & de Jong, C. (2004). Snowmelt and sublimation: Filed experiments and modelling in the Hight Atlas Mounatains of Morocco. Hydrology and Earth System Sciences, 8, 1076–1086.

    Article  Google Scholar 

  13. Pachauri, R. K., Meyer, L., Plattner, G.-K., & Stocker, T. (2015). IPCC, 2014: Climate change 2014: Synthesis report. In Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC).

    Google Scholar 

  14. Abahous, H., Ronchail, J., Sifeddine, A., Kenny, L., & Bouchaou, L. (2018). Impacts of the water resources variability on cereal yields in the region of Souss-Massa Southern Morocco. Groundwater and global change in the Western Mediterranean area (pp. 1–8). Berlin: Springer.

    Google Scholar 

  15. Esper, J., Frank, D., B üntgen, U., Verstege, A., Luterbacher, J., & Xoplaki, E. (2007). Long-term drought severity variations. Morocco Geophysical Research Letters, 34.

    Google Scholar 

  16. Filahi, S., Tanarhte, M., Mouhir, L., El Morhit, M., & Tramblay, Y. (2016). Trends in indices of daily temperature and precipitations extremes in Morocco. Theoretical and Applied Climatology, 124, 959–972.

    Article  Google Scholar 

  17. Khomsi, K., Mahe, G., Tramblay, Y., Sinan, M., & Snoussi, M. (2015). Trends in rainfall and temperature extremes in Morocco. Natural Hazards & Earth System Sciences Discussions, 3.

    Google Scholar 

  18. Donat, M., et al. (2014). Changes in extreme temperature and precipitation in the Arab region: Long-term trends and variability related to ENSO and NAO. International Journal of Climatology, 34, 581–592.

    Article  Google Scholar 

  19. Driouech, F., Déqué, M., & Sánchez-Gómez, E. (2010). Weather regimes—Moroccan precipitation link in a regional climate change simulation. Global and Planetary Change, 72, 1–10.

    Article  Google Scholar 

  20. Driouech, F., Rached, S. B., & El Hairech, T. (2013). Climate variability and change in North African countries. In Climate change and food security in West Asia and North Africa (pp. 161–172). Berlin: Springer.

    Google Scholar 

  21. Boudhar, A., et al. (2010). Long-term analysis of snow-covered area in the Moroccan High-Atlas through remote sensing. International Journal of Applied Earth Observation and Geoinformation, 12, S109–S115. https://doi.org/10.1016/j.jag.2009.09.008.

    Article  Google Scholar 

  22. Marchane, A., et al. (2015). Assessment of daily MODIS snow cover products to monitor snow cover dynamics over the Moroccan Atlas mountain range. Remote Sensing of Environment, 160, 72–86. https://doi.org/10.1016/j.rse.2015.01.002.

    Article  Google Scholar 

  23. Tramblay, Y., Ruelland, D., Bouaicha, R., & Servat, E. (2014). Projected climate change impacts on water resources in northern Morocco with an ensemble of regional climate models.

    Google Scholar 

  24. Di Baldassarre, G., Montanari, A., Lins, H., Koutsoyiannis, D., Brandimarte, L., & Blöschl, G. (2010) Flood fatalities in Africa: From diagnosis to mitigation. Geophysical Research Letters, 37.

    Google Scholar 

  25. Douglas, I., Alam, K., Maghenda, M., Mcdonnell, Y., McLean, L., & Campbell, J. (2008). Unjust waters: Climate change, flooding and the urban poor in Africa. Environment and Urbanization, 20, 187–205.

    Google Scholar 

  26. Schyns, J. F., & Hoekstra, A. Y. (2014). The added value of water footprint assessment for national water policy: A case study for Morocco. PLoS One, 9, e99705.

    Article  Google Scholar 

  27. Gómez-Landesa, E., & Rango, A. (2002). Operational Snowmelt Runoff forecasting in the Spanish Pyrenees using the Snowmelt Runoff Model. Hydrological Processes, 16, 1583–1591. https://doi.org/10.1002/hyp.1022.

    Article  Google Scholar 

  28. Kult, J., Choi, W., & Choi, J. (2014). Sensitivity of the Snowmelt Runoff Model to snow covered area and temperature inputs. Applied Geography, 55, 30–38. https://doi.org/10.1016/j.apgeog.2014.08.011.

    Article  Google Scholar 

  29. Li, X., & Williams, M. W. (2008). Snowmelt Runoff modelling in an arid mountain watershed. Tarim Basin, China Hydrological Processes, 22, 3931–3940. https://doi.org/10.1002/hyp.7098.

    Article  Google Scholar 

  30. Senzeba, K. T., Bhadra, A., & Bandyopadhyay, A. (2015). Snowmelt Runoff modelling in data scarce Nuranang catchment of Eastern Himalayan region. Remote Sensing Applications: Society and Environment, 1, 20–35.

    Article  Google Scholar 

  31. Farr, T.G., et al. (2007) The shuttle radar topography mission. Reviews of Geophysics, 45.

    Google Scholar 

  32. Baboo, S.S., & Devi, M.R. (2010). An analysis of different resampling methods in Coimbatore, District. Global Journal of Computer Science and Technology.

    Google Scholar 

  33. Ouatiki, H., et al. (2017). Evaluation of TRMM 3B42 V7 Rainfall Product over the Oum Er Rbia Watershed in Morocco. Climate, 5, 1.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Abdelghani Boudhar .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Boudhar, A. et al. (2020). Hydrological Response to Snow Cover Changes Using Remote Sensing over the Oum Er Rbia Upstream Basin, Morocco. In: Rebai, N., Mastere, M. (eds) Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development. Advances in Science, Technology & Innovation. Springer, Cham. https://doi.org/10.1007/978-3-030-21166-0_9

Download citation

Publish with us

Policies and ethics