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.
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References
Casassa, G., Haeberli, W., Jones, G., Kaser, G., Ribstein, P., Rivera, A., et al. (2007). Current status of Andean glaciers. Amsterdam: Elsevier.
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.
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.
Viviroli, D., & Weingartner, R. (2004). The hydrological significance of mountains: From regional to global scale. Hydrology and Earth System Sciences Discussions, 8, 1017–1030.
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.
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.
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.
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.
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.
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.
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.
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.
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).
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.
Esper, J., Frank, D., B üntgen, U., Verstege, A., Luterbacher, J., & Xoplaki, E. (2007). Long-term drought severity variations. Morocco Geophysical Research Letters, 34.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Farr, T.G., et al. (2007) The shuttle radar topography mission. Reviews of Geophysics, 45.
Baboo, S.S., & Devi, M.R. (2010). An analysis of different resampling methods in Coimbatore, District. Global Journal of Computer Science and Technology.
Ouatiki, H., et al. (2017). Evaluation of TRMM 3B42 V7 Rainfall Product over the Oum Er Rbia Watershed in Morocco. Climate, 5, 1.
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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
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